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Reith C, Preiss D, Blackwell L, Emberson J, Spata E, Davies K, Halls H, Harper C, Holland L, Wilson K, Roddick AJ, Cannon CP, Clarke R, Colhoun HM, Durrington PN, Goto S, Hitman GA, Hovingh GK, Jukema JW, Koenig W, Marschner I, Mihaylova B, Newman C, Probsfield JL, Ridker PM, Sabatine MS, Sattar N, Schwartz GG, Tavazzi L, Tonkin A, Trompet S, White H, Yusuf S, Armitage J, Keech A, Simes J, Collins R, Baigent C, Barnes E, Fulcher J, Herrington WG, Kirby A, O'Connell R, Amarenco P, Arashi H, Barter P, Betteridge DJ, Blazing M, Blauw GJ, Bosch J, Bowman L, Braunwald E, Bulbulia R, Byington R, Clearfield M, Cobbe S, Dahlöf B, Davis B, de Lemos J, Downs JR, Fellström B, Flather M, Ford I, Franzosi MG, Fuller J, Furberg C, Glynn R, Goldbourt U, Gordon D, Gotto, Jr A, Grimm R, Gupta A, Hawkins CM, Haynes R, Holdaas H, Hopewell J, Jardine A, Kastelein JJP, Kean S, Kearney P, Kitas G, Kjekshus J, Knatterud G, Knopp RH, Koren M, Krane V, Landray M, LaRosa J, Latini R, Lonn E, Lucci D, MacFadyen J, Macfarlane P, MacMahon S, Maggioni A, Marchioli R, Moyé L, Murphy S, Neil A, Nicolis EB, Packard C, Parish S, Pedersen TR, Peto R, Pfeffer M, Poulter N, Pressel S, Probstfield J, Rahman M, Robertson M, Sacks F, Schmieder R, Serruys P, Sever P, Shaw J, Shepherd J, Simpson L, Sleight P, Smeeth L, Tobert J, Tognoni G, Varigos J, Wanner C, Wedel H, Weis S, Welch KM, Wikstrand J, Wilhelmsen L, Wiviott S, Yamaguchi J, Young R, Zannad F. Effects of statin therapy on diagnoses of new-onset diabetes and worsening glycaemia in large-scale randomised blinded statin trials: an individual participant data meta-analysis. Lancet Diabetes Endocrinol 2024; 12:306-319. [PMID: 38554713 PMCID: PMC7615958 DOI: 10.1016/s2213-8587(24)00040-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 02/06/2024] [Accepted: 02/07/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Previous meta-analyses of summary data from randomised controlled trials have shown that statin therapy increases the risk of diabetes, but less is known about the size or timing of this effect, or who is at greatest risk. We aimed to address these gaps in knowledge through analysis of individual participant data from large, long-term, randomised, double-blind trials of statin therapy. METHODS We conducted a meta-analysis of individual participant data from randomised controlled trials of statin therapy that participated in the CTT Collaboration. All double-blind randomised controlled trials of statin therapy of at least 2 years' scheduled duration and with at least 1000 participants were eligible for inclusion in this meta-analysis. All recorded diabetes-related adverse events, treatments, and measures of glycaemia were sought from eligible trials. Meta-analyses assessed the effects of allocation to statin therapy on new-onset diabetes (defined by diabetes-related adverse events, use of new glucose-lowering medications, glucose concentrations, or HbA1c values) and on worsening glycaemia in people with diabetes (defined by complications of glucose control, increased use of glucose-lowering medication, or HbA1c increase of ≥0·5%). Standard inverse-variance-weighted meta-analyses of the effects on these outcomes were conducted according to a prespecified protocol. FINDINGS Of the trials participating in the CTT Collaboration, 19 trials compared statin versus placebo (123 940 participants, 25 701 [21%] with diabetes; median follow-up of 4·3 years), and four trials compared more versus less intensive statin therapy (30 724 participants, 5340 [17%] with diabetes, median follow-up of 4·9 years). Compared with placebo, allocation to low-intensity or moderate-intensity statin therapy resulted in a 10% proportional increase in new-onset diabetes (2420 of 39 179 participants assigned to receive a statin [1·3% per year] vs 2214 of 39 266 participants assigned to receive placebo [1·2% per year]; rate ratio [RR] 1·10, 95% CI 1·04-1·16), and allocation to high-intensity statin therapy resulted in a 36% proportional increase (1221 of 9935 participants assigned to receive a statin [4·8% per year] vs 905 of 9859 participants assigned to receive placebo [3·5% per year]; 1·36, 1·25-1·48). For each trial, the rate of new-onset diabetes among participants allocated to receive placebo depended mostly on the proportion of participants who had at least one follow-up HbA1c measurement; this proportion was much higher in the high-intensity than the low-intensity or moderate-intensity trials. Consequently, the main determinant of the magnitude of the absolute excesses in the two types of trial was the extent of HbA1c measurement rather than the proportional increase in risk associated with statin therapy. In participants without baseline diabetes, mean glucose increased by 0·04 mmol/L with both low-intensity or moderate-intensity (95% CI 0·03-0·05) and high-intensity statins (0·02-0·06), and mean HbA1c increased by 0·06% (0·00-0·12) with low-intensity or moderate-intensity statins and 0·08% (0·07-0·09) with high-intensity statins. Among those with a baseline measure of glycaemia, approximately 62% of new-onset diabetes cases were among participants who were already in the top quarter of the baseline distribution. The relative effects of statin therapy on new-onset diabetes were similar among different types of participants and over time. Among participants with baseline diabetes, the RRs for worsening glycaemia were 1·10 (1·06-1·14) for low-intensity or moderate-intensity statin therapy and 1·24 (1·06-1·44) for high-intensity statin therapy compared with placebo. INTERPRETATION Statins cause a moderate dose-dependent increase in new diagnoses of diabetes that is consistent with a small upwards shift in glycaemia, with the majority of new diagnoses of diabetes occurring in people with baseline glycaemic markers that are close to the diagnostic threshold for diabetes. Importantly, however, any theoretical adverse effects of statins on cardiovascular risk that might arise from these small increases in glycaemia (or, indeed, from any other mechanism) are already accounted for in the overall reduction in cardiovascular risk that is seen with statin therapy in these trials. These findings should further inform clinical guidelines regarding clinical management of people taking statin therapy. FUNDING British Heart Foundation, UK Medical Research Council, and Australian National Health and Medical Research Council.
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Petrucci G, Buck GA, Rocca B, Parish S, Baigent C, Hatem D, Mafham M, Habib A, Bowman L, Armitage J, Patrono C. Thromboxane biosynthesis and future events in diabetes: the ASCEND trial. Eur Heart J 2024; 45:1355-1367. [PMID: 38385506 PMCID: PMC11015956 DOI: 10.1093/eurheartj/ehad868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 11/09/2023] [Accepted: 12/19/2023] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND AND AIMS Thromboxane (TX) A2, released by activated platelets, plays an important role in atherothrombosis. Urinary 11-dehydro-TXB2 (U-TXM), a stable metabolite reflecting the whole-body TXA2 biosynthesis, is reduced by ∼70% by daily low-dose aspirin. The U-TXM represents a non-invasive biomarker of in vivo platelet activation and is enhanced in patients with diabetes. This study assessed whether U-TXM is associated with the risk of future serious vascular events or revascularizations (SVE-R), major bleeding, or cancer in patients with diabetes. METHODS The U-TXM was measured pre-randomization to aspirin or placebo in 5948 people with type 1 or 2 diabetes and no cardiovascular disease, in the ASCEND trial. Associations between log U-TXM and SVE-R (n = 618), major bleed (n = 206), and cancer (n = 700) during 6.6 years of follow-up were investigated by Cox regression; comparisons of these associations with the effects of randomization to aspirin were made. RESULTS Higher U-TXM was associated with older age, female sex, current smoking, type 2 diabetes, higher body size, urinary albumin/creatinine ratio of ≥3 mg/mmol, and higher estimated glomerular filtration rate. After adjustment for these, U-TXM was marginally statistically significantly associated with SVE-R and major bleed but not cancer [hazard ratios per 1 SD higher log U-TXM (95% confidence interval): 1.09 (1.00-1.18), 1.16 (1.01-1.34), and 1.06 (0.98-1.14)]. The hazard ratio was similar to that implied by the clinical effects of randomization to aspirin for SVE-R but not for major bleed. CONCLUSIONS The U-TXM was log-linearly independently associated with SVE-R in diabetes. This is consistent with the involvement of platelet TXA2 in diabetic atherothrombosis.
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Affiliation(s)
- Giovanna Petrucci
- Section of Pharmacology, Catholic University School of Medicine, Largo F. Vito 1, Rome 00168, Italy
| | - Georgina A Buck
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Bianca Rocca
- Section of Pharmacology, Catholic University School of Medicine, Largo F. Vito 1, Rome 00168, Italy
| | - Sarah Parish
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Colin Baigent
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Duaa Hatem
- Section of Pharmacology, Catholic University School of Medicine, Largo F. Vito 1, Rome 00168, Italy
| | - Marion Mafham
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Aida Habib
- Department of Basic Medical Sciences, College of Medicine, QU Health, Qatar University, Doha, Qatar
| | - Louise Bowman
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Jane Armitage
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Carlo Patrono
- Section of Pharmacology, Catholic University School of Medicine, Largo F. Vito 1, Rome 00168, Italy
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de la Sierra A, Staplin N, Ruilope LM, Gorostidi M, Vinyoles E, Segura J, Baigent C, Williams B. A blunted nocturnal blood pressure decline is associated with all-cause and cardiovascular mortality. J Hypertens 2024:00004872-990000000-00429. [PMID: 38477142 DOI: 10.1097/hjh.0000000000003712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
OBJECTIVE It has been suggested that a blunted nocturnal blood pressure (BP) decline is associated with a poor prognosis. Nevertheless, it remains unclear if an abnormal dipping is deleterious per se or it merely reflects an elevated BP during sleep. We aimed to assess the prognostic value of nocturnal BP decline, with or without concomitant elevated nocturnal BP. METHODS Vital status and cause of death were obtained from death certificates in 59 124 patients, enrolled in the Spanish ABPM Registry between 2004 and 2014 (median follow-up: 10 years). The association between night-to-day ratio (NDR) and dipping patterns (extreme dippers, dippers, reduced dippers, and risers) with all-cause and cardiovascular mortality were evaluated by Cox-proportional models adjusted for clinical confounders and 24 h blood pressure. RESULTS NDR was associated with all-cause mortality [hazard ratio for 1SD change: 1.15; 95% confidence interval (CI) 1.13-1.17]. Reduced dippers (1.13; 1.06-1.20) and risers (1.41; 1.32-1.51) were associated with an increased risk of all-cause death, whereas extreme dippers (0.90; 0.79-1.02) were not. Elevated NDR (≥0.9) in the absence of elevated night SBP (<120 mmHg) was associated with an increased risk of death (1.13; 1.04-1.22), as well as elevated night SBP but normal NDR (1.38; 1.26-1.50), and the combination of both abnormalities (1.56; 1.46-1.66). Similar results were obtained for cardiovascular mortality. CONCLUSION Abnormalities in the circadian pattern are associated with an increased risk of all-cause and cardiovascular mortality. This is maintained even in the absence of nocturnal BP elevation.
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Affiliation(s)
- Alejandro de la Sierra
- Department of Internal Medicine. Hospital Mutua Terrassa, University of Barcelona, Terrassa, Spain
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Luis M Ruilope
- Hypertension Unit and Cardiorenal Translational Laboratory, Hospital 12 de Octubre, Madrid
| | - Manuel Gorostidi
- Department of Nephrology, Hospital Universitario Central de Asturias, Oviedo
| | - Ernest Vinyoles
- Primary Care Centre 'La Mina', IDIAP Jordi Gol, University of Barcelona, Barcelona, Spain
| | - Julián Segura
- Hypertension Unit and Cardiorenal Translational Laboratory, Hospital 12 de Octubre, Madrid
| | - Colin Baigent
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Bryan Williams
- University College London (UCL) Institute of Cardiovascular Science and National Institute for Health Research (NIHR) UCL Hospitals Biomedical Research Centre, London, UK
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de la Sierra A, Staplin N, Ruilope LM, Baigent C, Williams B. Ambulatory blood pressure monitoring and mortality - Authors' reply. Lancet 2024; 403:812. [PMID: 38431351 DOI: 10.1016/s0140-6736(23)02618-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 11/21/2023] [Indexed: 03/05/2024]
Affiliation(s)
- Alejandro de la Sierra
- Department of Internal Medicine, Hospital Mutua Terrassa, University of Barcelona, Barcelona, Spain
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Luis M Ruilope
- Hypertension Unit and Cardiorenal Translational Research Laboratory, Institute of Research i+12, Hospital Universitario 12 de Octubre and CIBER of Cardiovascular Disease (CIBERCV), Madrid, Spain; School of Doctoral Studies and Research, Universidad Europea de Madrid, Madrid, Spain
| | - Colin Baigent
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Bryan Williams
- Institute of Cardiovascular Science and National Institute for Health Research, University College London (UCL), UCL Hospitals Biomedical Research Centre, London W1T 7DN, UK.
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Wu R, Williams C, Zhou J, Schlackow I, Emberson J, Reith C, Keech A, Robson J, Armitage J, Gray A, Simes J, Baigent C, Mihaylova B, Armitage J, Baigent C, Barnes E, Blackwell L, Collins R, Davies K, Emberson J, Fulcher J, Halls H, Herrington WG, Holland L, Keech A, Kirby A, Mihaylova B, O'Connell R, Preiss D, Reith C, Simes J, Wilson K, Blazing M, Braunwald E, Lemos JD, Murphy S, Pedersen TR, Pfeffer M, White H, Wiviott S, Clearfield M, Downs JR, Gotto A, Weis S, Fellström B, Holdaas H, Jardine A, Pedersen TR, Gordon D, Davis B, Furberg C, Grimm R, Pressel S, Probstfield JL, Rahman M, Simpson L, Koren M, Dahlöf B, Gupta A, Poulter N, Sever P, Wedel H, Knopp RH, Cobbe S, Fellström B, Holdaas H, Jardine A, Schmieder R, Zannad F, Betteridge DJ, Colhoun HM, Durrington PN, Fuller J, Hitman GA, Neil A, Braunwald E, Davis B, Hawkins CM, Moyé L, Pfeffer M, Sacks F, Kjekshus J, Wedel H, Wikstrand J, Wanner C, Krane V, Franzosi MG, Latini R, Lucci D, Maggioni A, Marchioli R, Nicolis EB, Tavazzi L, Tognoni G, Bosch J, Lonn E, Yusuf S, Armitage J, Bowman L, Collins R, Keech A, Landray M, Parish S, Peto R, Sleight P, Kastelein JJ, Pedersen TR, Glynn R, Gotto A, Kastelein JJ, Koenig W, MacFadyen J, Ridker PM, Keech A, MacMahon S, Marschner I, Tonkin A, Shaw J, Simes J, White H, Serruys PW, Knatterud G, Blauw GJ, Cobbe S, Ford I, Macfarlane P, Packard C, Sattar N, Shepherd J, Trompet S, Braunwald E, Cannon CP, Murphy S, Collins R, Armitage J, Bowman L, Bulbulia R, Haynes R, Parish S, Peto R, Sleight P, Amarenco P, Welch KM, Kjekshus J, Pedersen TR, Wilhelmsen L, Barter P, Gotto A, LaRosa J, Kastelein JJ, Shepherd J, Cobbe S, Ford I, Kean S, Macfarlane P, Packard C, Roberston M, Sattar N, Shepherd J, Young R, Arashi H, Clarke R, Flather M, Goto S, Goldbourt U, Hopewell J, Hovingh GK, Kitas G, Newman C, Sabatine MS, Schwartz GG, Smeeth L, Tobert J, Varigos J, Yamamguchi J. Long-term cardiovascular risks and the impact of statin treatment on socioeconomic inequalities: a microsimulation model. Br J Gen Pract 2024; 74:BJGP.2023.0198. [PMID: 38373851 PMCID: PMC10904120 DOI: 10.3399/bjgp.2023.0198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 09/19/2023] [Indexed: 02/21/2024] Open
Abstract
BACKGROUND UK cardiovascular disease (CVD) incidence and mortality have declined in recent decades but socioeconomic inequalities persist. AIM To present a new CVD model, and project health outcomes and the impact of guideline-recommended statin treatment across quintiles of socioeconomic deprivation in the UK. DESIGN AND SETTING A lifetime microsimulation model was developed using 117 896 participants in 16 statin trials, 501 854 UK Biobank (UKB) participants, and quality-of-life data from national health surveys. METHOD A CVD microsimulation model was developed using risk equations for myocardial infarction, stroke, coronary revascularisation, cancer, and vascular and non-vascular death, estimated using trial data. The authors calibrated and further developed this model in the UKB cohort, including further characteristics and a diabetes risk equation, and validated the model in UKB and Whitehall II cohorts. The model was used to predict CVD incidence, life expectancy, quality-adjusted life years (QALYs), and the impact of UK guideline-recommended statin treatment across socioeconomic deprivation quintiles. RESULTS Age, sex, socioeconomic deprivation, smoking, hypertension, diabetes, and cardiovascular events were key CVD risk determinants. Model-predicted event rates corresponded well to observed rates across participant categories. The model projected strong gradients in remaining life expectancy, with 4-5-year (5-8 QALYs) gaps between the least and most socioeconomically deprived quintiles. Guideline-recommended statin treatment was projected to increase QALYs, with larger gains in quintiles of higher deprivation. CONCLUSION The study demonstrated the potential of guideline-recommended statin treatment to reduce socioeconomic inequalities. This CVD model is a novel resource for individualised long-term projections of health outcomes of CVD treatments.
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Affiliation(s)
- Runguo Wu
- Health Economics and Policy Research Unit, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Claire Williams
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Junwen Zhou
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Iryna Schlackow
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Jonathan Emberson
- Nuffield Department of Population Health and Medical Research Council Population Health Research Unit, University of Oxford, Oxford, UK
| | - Christina Reith
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Anthony Keech
- National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Sydney, Australia
| | - John Robson
- Clinical Effectiveness Group, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Jane Armitage
- Nuffield Department of Population Health and Medical Research Council Population Health Research Unit, University of Oxford, Oxford, UK
| | - Alastair Gray
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - John Simes
- National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Sydney, Australia
| | - Colin Baigent
- Nuffield Department of Population Health and Medical Research Council Population Health Research Unit, University of Oxford, Oxford, UK
| | - Borislava Mihaylova
- Health Economics and Policy Research Unit, Wolfson Institute of Population Health, Queen Mary University of London, London; associate professor and senior health economist, Nuffield Department of Population Health, University of Oxford, Oxford, UK
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Mayne KJ, Staplin N, Keane DF, Wanner C, Brenner S, Cejka V, Stegbauer J, Judge PK, Preiss D, Emberson J, Trinca D, Dayanandan R, Lee R, Nolan J, Omata A, Green JB, Cherney DZI, Hooi LS, Pontremoli R, Tuttle KR, Lees JS, Mark PB, Davies SJ, Hauske SJ, Steubl D, Brückmann M, Landray MJ, Baigent C, Haynes R, Herrington WG. Effects of Empagliflozin on Fluid Overload, Weight, and Blood Pressure in CKD. J Am Soc Nephrol 2024; 35:202-215. [PMID: 38082486 PMCID: PMC7615589 DOI: 10.1681/asn.0000000000000271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 10/26/2023] [Indexed: 02/03/2024] Open
Abstract
SIGNIFICANCE STATEMENT SGLT2 inhibitors reduce risk of kidney progression, AKI, and cardiovascular disease, but the mechanisms of benefit are incompletely understood. Bioimpedance spectroscopy can estimate body water and fat mass. One quarter of the EMPA-KIDNEY bioimpedance substudy CKD population had clinically significant levels of bioimpedance-derived "Fluid Overload" at recruitment. Empagliflozin induced a prompt and sustained reduction in "Fluid Overload," irrespective of sex, diabetes, and baseline N-terminal pro B-type natriuretic peptide or eGFR. No significant effect on bioimpedance-derived fat mass was observed. The effects of SGLT2 inhibitors on body water may be one of the contributing mechanisms by which they mediate effects on cardiovascular risk. BACKGROUND CKD is associated with fluid excess that can be estimated by bioimpedance spectroscopy. We aimed to assess effects of sodium glucose co-transporter 2 inhibition on bioimpedance-derived "Fluid Overload" and adiposity in a CKD population. METHODS EMPA-KIDNEY was a double-blind placebo-controlled trial of empagliflozin 10 mg once daily in patients with CKD at risk of progression. In a substudy, bioimpedance measurements were added to the main trial procedures at randomization and at 2- and 18-month follow-up visits. The substudy's primary outcome was the study-average difference in absolute "Fluid Overload" (an estimate of excess extracellular water) analyzed using a mixed model repeated measures approach. RESULTS The 660 substudy participants were broadly representative of the 6609-participant trial population. Substudy mean baseline absolute "Fluid Overload" was 0.4±1.7 L. Compared with placebo, the overall mean absolute "Fluid Overload" difference among those allocated empagliflozin was -0.24 L (95% confidence interval [CI], -0.38 to -0.11), with similar sized differences at 2 and 18 months, and in prespecified subgroups. Total body water differences comprised between-group differences in extracellular water of -0.49 L (95% CI, -0.69 to -0.30, including the -0.24 L "Fluid Overload" difference) and a -0.30 L (95% CI, -0.57 to -0.03) difference in intracellular water. There was no significant effect of empagliflozin on bioimpedance-derived adipose tissue mass (-0.28 kg [95% CI, -1.41 to 0.85]). The between-group difference in weight was -0.7 kg (95% CI, -1.3 to -0.1). CONCLUSIONS In a broad range of patients with CKD, empagliflozin resulted in a sustained reduction in a bioimpedance-derived estimate of fluid overload, with no statistically significant effect on fat mass. TRIAL REGISTRATION Clinicaltrials.gov: NCT03594110 ; EuDRACT: 2017-002971-24 ( https://eudract.ema.europa.eu/ ).
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Affiliation(s)
- Kaitlin J Mayne
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
- School of Cardiovascular and Metabolic Health, College of Medical and Veterinary Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - David F Keane
- CÚRAM SFI Research Centre for Medical Devices, HRB-Clinical Research Facility Galway, National University of Ireland Galway, Galway, Ireland
| | - Christoph Wanner
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | | | | | - Johannes Stegbauer
- Department of Nephrology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
- CARID, Cardiovascular Research Institute Düsseldorf, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Dusseldorf, Germany
| | - Parminder K Judge
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
- Oxford Kidney Unit, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
| | - David Preiss
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Jonathan Emberson
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Daniele Trinca
- Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Rejive Dayanandan
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Ryonfa Lee
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - John Nolan
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Akiko Omata
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | | | | | - Lai Seong Hooi
- Department of Medicine and Haemodialysis Unit, Sultanah Aminah Hospital, Johor Bahru, Malaysia
| | - Roberto Pontremoli
- Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa, Italy
| | - Katherine R Tuttle
- Providence Inland Northwest Health, University of Washington, Spokane, Washington
| | - Jennifer S Lees
- School of Cardiovascular and Metabolic Health, College of Medical and Veterinary Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Patrick B Mark
- School of Cardiovascular and Metabolic Health, College of Medical and Veterinary Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Simon J Davies
- School of Medicine, Keele University, Newcastle, United Kingdom
| | - Sibylle J Hauske
- Boehringer Ingelheim International GmbH, Ingelheim upon Rhein, Germany
- The Fifth Department of Medicine, University Medical Center Mannheim, Mannheim, Germany
| | - Dominik Steubl
- Boehringer Ingelheim International GmbH, Ingelheim upon Rhein, Germany
- University of Heidelberg, Mannheim, Germany
- Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Martina Brückmann
- Boehringer Ingelheim International GmbH, Ingelheim upon Rhein, Germany
- The First Department of Medicine, University Medical Center Mannheim, Mannheim, Germany
| | - Martin J Landray
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Colin Baigent
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Richard Haynes
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
- Oxford Kidney Unit, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
| | - William G Herrington
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
- Oxford Kidney Unit, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
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Effects of empagliflozin on progression of chronic kidney disease: a prespecified secondary analysis from the empa-kidney trial. Lancet Diabetes Endocrinol 2024; 12:39-50. [PMID: 38061371 PMCID: PMC7615591 DOI: 10.1016/s2213-8587(23)00321-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Sodium-glucose co-transporter-2 (SGLT2) inhibitors reduce progression of chronic kidney disease and the risk of cardiovascular morbidity and mortality in a wide range of patients. However, their effects on kidney disease progression in some patients with chronic kidney disease are unclear because few clinical kidney outcomes occurred among such patients in the completed trials. In particular, some guidelines stratify their level of recommendation about who should be treated with SGLT2 inhibitors based on diabetes status and albuminuria. We aimed to assess the effects of empagliflozin on progression of chronic kidney disease both overall and among specific types of participants in the EMPA-KIDNEY trial. METHODS EMPA-KIDNEY, a randomised, controlled, phase 3 trial, was conducted at 241 centres in eight countries (Canada, China, Germany, Italy, Japan, Malaysia, the UK, and the USA), and included individuals aged 18 years or older with an estimated glomerular filtration rate (eGFR) of 20 to less than 45 mL/min per 1·73 m2, or with an eGFR of 45 to less than 90 mL/min per 1·73 m2 with a urinary albumin-to-creatinine ratio (uACR) of 200 mg/g or higher. We explored the effects of 10 mg oral empagliflozin once daily versus placebo on the annualised rate of change in estimated glomerular filtration rate (eGFR slope), a tertiary outcome. We studied the acute slope (from randomisation to 2 months) and chronic slope (from 2 months onwards) separately, using shared parameter models to estimate the latter. Analyses were done in all randomly assigned participants by intention to treat. EMPA-KIDNEY is registered at ClinicalTrials.gov, NCT03594110. FINDINGS Between May 15, 2019, and April 16, 2021, 6609 participants were randomly assigned and then followed up for a median of 2·0 years (IQR 1·5-2·4). Prespecified subgroups of eGFR included 2282 (34·5%) participants with an eGFR of less than 30 mL/min per 1·73 m2, 2928 (44·3%) with an eGFR of 30 to less than 45 mL/min per 1·73 m2, and 1399 (21·2%) with an eGFR 45 mL/min per 1·73 m2 or higher. Prespecified subgroups of uACR included 1328 (20·1%) with a uACR of less than 30 mg/g, 1864 (28·2%) with a uACR of 30 to 300 mg/g, and 3417 (51·7%) with a uACR of more than 300 mg/g. Overall, allocation to empagliflozin caused an acute 2·12 mL/min per 1·73 m2 (95% CI 1·83-2·41) reduction in eGFR, equivalent to a 6% (5-6) dip in the first 2 months. After this, it halved the chronic slope from -2·75 to -1·37 mL/min per 1·73 m2 per year (relative difference 50%, 95% CI 42-58). The absolute and relative benefits of empagliflozin on the magnitude of the chronic slope varied significantly depending on diabetes status and baseline levels of eGFR and uACR. In particular, the absolute difference in chronic slopes was lower in patients with lower baseline uACR, but because this group progressed more slowly than those with higher uACR, this translated to a larger relative difference in chronic slopes in this group (86% [36-136] reduction in the chronic slope among those with baseline uACR <30 mg/g compared with a 29% [19-38] reduction for those with baseline uACR ≥2000 mg/g; ptrend<0·0001). INTERPRETATION Empagliflozin slowed the rate of progression of chronic kidney disease among all types of participant in the EMPA-KIDNEY trial, including those with little albuminuria. Albuminuria alone should not be used to determine whether to treat with an SGLT2 inhibitor. FUNDING Boehringer Ingelheim and Eli Lilly.
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Yamada N, Yamagata K, Yamaguchi M, Yamaji Y, Yamamoto A, Yamamoto S, Yamamoto S, Yamamoto T, Yamanaka A, Yamano T, Yamanouchi Y, Yamasaki N, Yamasaki Y, Yamasaki Y, Yamashita C, Yamauchi T, Yan Q, Yanagisawa E, Yang F, Yang L, Yano S, Yao S, Yao Y, Yarlagadda S, Yasuda Y, Yiu V, Yokoyama T, Yoshida S, Yoshidome E, Yoshikawa H, Young A, Young T, Yousif V, Yu H, Yu Y, Yuasa K, Yusof N, Zalunardo N, Zander B, Zani R, Zappulo F, Zayed M, Zemann B, Zettergren P, Zhang H, Zhang L, Zhang L, Zhang N, Zhang X, Zhao J, Zhao L, Zhao S, Zhao Z, Zhong H, Zhou N, Zhou S, Zhu D, Zhu L, Zhu S, Zietz M, Zippo M, Zirino F, Zulkipli FH. Impact of primary kidney disease on the effects of empagliflozin in patients with chronic kidney disease: secondary analyses of the EMPA-KIDNEY trial. Lancet Diabetes Endocrinol 2024; 12:51-60. [PMID: 38061372 DOI: 10.1016/s2213-8587(23)00322-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND The EMPA-KIDNEY trial showed that empagliflozin reduced the risk of the primary composite outcome of kidney disease progression or cardiovascular death in patients with chronic kidney disease mainly through slowing progression. We aimed to assess how effects of empagliflozin might differ by primary kidney disease across its broad population. METHODS EMPA-KIDNEY, a randomised, controlled, phase 3 trial, was conducted at 241 centres in eight countries (Canada, China, Germany, Italy, Japan, Malaysia, the UK, and the USA). Patients were eligible if their estimated glomerular filtration rate (eGFR) was 20 to less than 45 mL/min per 1·73 m2, or 45 to less than 90 mL/min per 1·73 m2 with a urinary albumin-to-creatinine ratio (uACR) of 200 mg/g or higher at screening. They were randomly assigned (1:1) to 10 mg oral empagliflozin once daily or matching placebo. Effects on kidney disease progression (defined as a sustained ≥40% eGFR decline from randomisation, end-stage kidney disease, a sustained eGFR below 10 mL/min per 1·73 m2, or death from kidney failure) were assessed using prespecified Cox models, and eGFR slope analyses used shared parameter models. Subgroup comparisons were performed by including relevant interaction terms in models. EMPA-KIDNEY is registered with ClinicalTrials.gov, NCT03594110. FINDINGS Between May 15, 2019, and April 16, 2021, 6609 participants were randomly assigned and followed up for a median of 2·0 years (IQR 1·5-2·4). Prespecified subgroupings by primary kidney disease included 2057 (31·1%) participants with diabetic kidney disease, 1669 (25·3%) with glomerular disease, 1445 (21·9%) with hypertensive or renovascular disease, and 1438 (21·8%) with other or unknown causes. Kidney disease progression occurred in 384 (11·6%) of 3304 patients in the empagliflozin group and 504 (15·2%) of 3305 patients in the placebo group (hazard ratio 0·71 [95% CI 0·62-0·81]), with no evidence that the relative effect size varied significantly by primary kidney disease (pheterogeneity=0·62). The between-group difference in chronic eGFR slopes (ie, from 2 months to final follow-up) was 1·37 mL/min per 1·73 m2 per year (95% CI 1·16-1·59), representing a 50% (42-58) reduction in the rate of chronic eGFR decline. This relative effect of empagliflozin on chronic eGFR slope was similar in analyses by different primary kidney diseases, including in explorations by type of glomerular disease and diabetes (p values for heterogeneity all >0·1). INTERPRETATION In a broad range of patients with chronic kidney disease at risk of progression, including a wide range of non-diabetic causes of chronic kidney disease, empagliflozin reduced risk of kidney disease progression. Relative effect sizes were broadly similar irrespective of the cause of primary kidney disease, suggesting that SGLT2 inhibitors should be part of a standard of care to minimise risk of kidney failure in chronic kidney disease. FUNDING Boehringer Ingelheim, Eli Lilly, and UK Medical Research Council.
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Baigent C, Sádaba R. Revascularization of low-surgical risk patients with disease of the left main coronary artery: a fresh look at the evidence. Eur Heart J 2023:ehad506. [PMID: 37632758 DOI: 10.1093/eurheartj/ehad506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/28/2023] Open
Affiliation(s)
- Colin Baigent
- Nuffield Department of Population Health, Richard Doll Building, Old Road Campus, Roosevelt Drive, Oxford OX3 7LF, UK
| | - Rafael Sádaba
- Department of Cardiac Surgery, Hospital Universitario de Navarra, Irunlarrea 3, 31008, Pamplona, Spain
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Baigent C, Sádaba R. Revascularization of low-surgical risk patients with disease of the left main coronary artery: a fresh look at the evidence. Eur J Cardiothorac Surg 2023; 64:ezad285. [PMID: 37632765 DOI: 10.1093/ejcts/ezad285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Indexed: 08/28/2023] Open
Abstract
This editorial refers to ‘2022 joint ESC/EACTS review of the 2018 guideline recommendations on the revascularization of left main coronary artery disease in patients at low surgical risk and anatomy suitable for PCI or CABG’, by R.A.
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Affiliation(s)
- Colin Baigent
- Nuffield Department of Population Health, Richard Doll Building, Old Road Campus, Roosevelt Drive, Oxford OX3 7LF, UK
| | - Rafael Sádaba
- Department of Cardiac Surgery, Hospital Universitario de Navarra, Irunlarrea 3, 31008, Pamplona, Spain
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Herrington WG, Harper C, Staplin N, Haynes R, Emberson JR, Reith C, Hooi LS, Levin A, Wanner C, Baigent C, Landray MJ. Impact of outcome adjudication in kidney disease trials: observations from the Study of Heart and Renal Protection (SHARP). Kidney Int Rep 2023; 8:1489-1495. [PMID: 37538810 PMCID: PMC7614871 DOI: 10.1016/j.ekir.2023.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 05/08/2023] [Indexed: 08/05/2023] Open
Abstract
Introduction We aimed to assess opportunities for trial streamlining and the scientific impact of adjudication on kidney and cardiovascular outcomes in CKD. Methods We analysed the effects of adjudication of ~2100 maintenance kidney replacement therapy (KRT) and ~1300 major atherosclerotic events (MAEs) recorded in SHARP. We first compared outcome classification before versus after adjudication, and then re-ran randomised comparisons using pre-adjudicated follow-up data. Results For maintenance KRT, adjudication had little impact with only 1% of events being refuted (28/2115). Consequently, randomised comparisons using pre-adjudication reports found almost identical results (pre-adjudication: simvastatin/ezetimibe 1038 vs placebo 1077; risk ratio [RR] 0.95, 95%CI 0.88-1.04; post-adjudicated: 1057 vs 1084; RR=0.97, 95%CI 0.89-1.05). For MAEs, about one-quarter of patient reports were refuted (324/1275 [25%]), and reviewing 3538 other potential vascular events and death reports identified only 194 additional MAEs. Nevertheless, randomised analyses using SHARP's pre-adjudicated data alone found similar results to analyses based on adjudicated outcomes (pre-adjudication: 573 vs 702; RR=0.80, 95%CI 0.72-0.89; adjudicated: 526 vs 619; RR=0.83, 95%CI 0.74- 0.94), and also suggested refuted MAEs were likely to represent atherosclerotic disease (RR for refuted MAEs=0.80, 95%CI 0.65-1.00). Conclusions These analyses provide three key insights. First, they provide a rationale for nephrology trials not to adjudicate maintenance KRT. Secondly, when an event that mimics an atherosclerotic outcome is not expected to be influenced by the treatment under study (e.g. heart failure), the aim of adjudicating atherosclerotic outcomes should be to remove such events. Lastly, restrictive definitions for the remaining suspected atherosclerotic outcomes may reduce statistical power.
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Affiliation(s)
- William G. Herrington
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
- Oxford Kidney Unit, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Charlie Harper
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
| | - Richard Haynes
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
- Oxford Kidney Unit, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Jonathan R. Emberson
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
| | - Christina Reith
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
| | | | - Adeera Levin
- Division of Nephrology, University of British Columbia, Vancouver, Canada
| | - Christoph Wanner
- Division of Nephrology, University Clinic of Würzburg, Würzburg, Germany
| | - Colin Baigent
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
| | - Martin J. Landray
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
| | - SHARP Collaborative Group7
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, UK
- Clinical Trial Service Unit and Epidemiologic Studies Unit (CTSU), NDPH, University of Oxford, UK
- Oxford Kidney Unit, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
- Hospital Sultanah Aminah, Johor Bahru, Malaysia
- Division of Nephrology, University of British Columbia, Vancouver, Canada
- Division of Nephrology, University Clinic of Würzburg, Würzburg, Germany
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Staplin N, de la Sierra A, Ruilope LM, Emberson JR, Vinyoles E, Gorostidi M, Ruiz-Hurtado G, Segura J, Baigent C, Williams B. Relationship between clinic and ambulatory blood pressure and mortality: an observational cohort study in 59 124 patients. Lancet 2023; 401:2041-2050. [PMID: 37156250 DOI: 10.1016/s0140-6736(23)00733-x] [Citation(s) in RCA: 43] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 01/26/2023] [Accepted: 01/29/2023] [Indexed: 05/10/2023]
Abstract
BACKGROUND Ambulatory blood pressure provides a more comprehensive assessment than clinic blood pressure, and has been reported to better predict health outcomes than clinic or home pressure. We aimed to examine associations of clinic and 24-h ambulatory blood pressure with all-cause and cardiovascular mortality in a large cohort of primary care patients referred for assessment of hypertension. METHODS We did an observational cohort study using clinic and ambulatory blood pressure data obtained from March 1, 2004, to Dec 31, 2014, from the Spanish Ambulatory Blood Pressure Registry. This registry included patients from 223 primary care centres from the Spanish National Health System in all 17 regions of Spain. Mortality data (date and cause) were ascertained by a computerised search of the vital registry of the Spanish National Institute of Statistics. Complete data were available for age, sex, all blood pressure measures, and BMI. For each study participant, follow-up was from the date of their recruitment to the date of death or Dec 31, 2019, whichever occurred first. Cox models were used to estimate associations between usual clinic or ambulatory blood pressure and mortality, adjusted for confounders and additionally for alternative measures of blood pressure. For each measure of blood pressure, we created five groups (ie, fifths) defined by quintiles of that measure among those who subsequently died. FINDINGS During a median follow-up of 9·7 years, 7174 (12·1%) of 59 124 patients died, including 2361 (4·0%) from cardiovascular causes. J-shaped associations were observed for several blood pressure measures. Among the top four baseline-defined fifths, 24-h systolic blood pressure was more strongly associated with all-cause death (hazard ratio [HR] 1·41 per 1 - SD increment [95% CI 1·36-1·47]) than clinic systolic blood pressure (1·18 [1·13-1·23]). After adjustment for clinic blood pressure, 24-h blood pressure remained strongly associated with all-cause deaths (HR 1·43 [95% CI 1·37-1·49]), but the association between clinic blood pressure and all-cause death was attenuated when adjusted for 24-h blood pressure (1·04 [1·00-1·09]). Compared with the informativeness of clinic systolic blood pressure (100%), night-time systolic blood pressure was most informative about risk of all-cause death (591%) and cardiovascular death (604%). Relative to blood pressure within the normal range, elevated all-cause mortality risks were observed for masked hypertension (HR 1·24 [95% CI 1·12-1·37]) and sustained hypertension (1·24 [1·15-1·32]), but not white-coat hypertension, and elevated cardiovascular mortality risks were observed for masked hypertension (1·37 [1·15-1·63]) and sustained hypertension (1·38 [1·22-1·55]), but not white-coat hypertension. INTERPRETATION Ambulatory blood pressure, particularly night-time blood pressure, was more informative about the risk of all-cause death and cardiovascular death than clinic blood pressure. FUNDING Spanish Society of Hypertension, Lacer Laboratories, UK Medical Research Council, Health Data Research UK, National Institute for Health and Care Research Biomedical Research Centres (Oxford and University College London Hospitals), and British Heart Foundation Centre for Research Excellence.
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Affiliation(s)
- Natalie Staplin
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Alejandro de la Sierra
- Department of Internal Medicine, Hospital Mutua Terrassa, University of Barcelona, Barcelona, Spain
| | - Luis M Ruilope
- Hypertension Unit and Cardiorenal Translational Research Laboratory, Institute of Research i+12, Hospital Universitario 12 de Octubre and CIBER of Cardiovascular Disease (CIBERCV), Madrid, Spain; School of Doctoral Studies and Research, Universidad Europea de Madrid, Madrid, Spain
| | - Jonathan R Emberson
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | | | - Manuel Gorostidi
- Department of Nephrology, Hospital Universitario Central de Asturias, RedinRen, Oviedo, Spain
| | - Gema Ruiz-Hurtado
- Hypertension Unit and Cardiorenal Translational Research Laboratory, Institute of Research i+12, Hospital Universitario 12 de Octubre and CIBER of Cardiovascular Disease (CIBERCV), Madrid, Spain
| | - Julián Segura
- Hypertension Unit and Cardiorenal Translational Research Laboratory, Institute of Research i+12, Hospital Universitario 12 de Octubre and CIBER of Cardiovascular Disease (CIBERCV), Madrid, Spain
| | - Colin Baigent
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Bryan Williams
- University College London (UCL) Institute of Cardiovascular Science and National Institute for Health Research, UCL Hospitals Biomedical Research Centre, London, UK.
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Zhou J, Wu R, Williams C, Emberson J, Reith C, Keech A, Robson J, Wilkinson K, Armitage J, Gray A, Simes J, Baigent C, Mihaylova B. Prediction Models for Individual-Level Healthcare Costs Associated with Cardiovascular Events in the UK. Pharmacoeconomics 2023; 41:547-559. [PMID: 36826687 PMCID: PMC10085892 DOI: 10.1007/s40273-022-01219-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 11/06/2022] [Indexed: 05/10/2023]
Abstract
OBJECTIVES The aim of this study was to develop prediction models for the individual-level impacts of cardiovascular events on UK healthcare costs. METHODS In the UK Biobank, people 40-70 years old, recruited in 2006-2010, were followed in linked primary (N = 192,983 individuals) and hospital care (N = 501,807 individuals) datasets. Regression models of annual primary and annual hospital care costs (2020 UK£) associated with individual characteristics and experiences of myocardial infarction (MI), stroke, coronary revascularization, incident diabetes mellitus and cancer, and vascular and nonvascular death are reported. RESULTS For both people without and with previous cardiovascular disease (CVD), primary care costs were modelled using one-part generalised linear models (GLMs) with identity link and Poisson distribution, and hospital costs with two-part models (part 1: logistic regression models the probability of incurring costs; part 2: GLM with identity link and Poisson distribution models the costs conditional on incurring any). In people without previous CVD, mean annual primary and hospital care costs were £360 and £514, respectively. The excess primary care costs were £190 and £360 following MI and stroke, respectively, whereas excess hospital costs decreased from £4340 and £5590, respectively, in the year of these events, to £190 and £410 two years later. People with previous CVD had more than twice higher annual costs, and incurred higher excess costs for cardiovascular events. Other characteristics associated with higher costs included older age, female sex, south Asian ethnicity, higher socioeconomic deprivation, smoking, lower level of physical activities, unhealthy body mass index, and comorbidities. CONCLUSIONS These individual-level healthcare cost prediction models could inform assessments of the value of health technologies and policies to reduce cardiovascular and other disease risks and healthcare costs. An accompanying Excel calculator is available to facilitate the use of the models.
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Affiliation(s)
- Junwen Zhou
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, OX3 7LF, Oxford, UK
| | - Runguo Wu
- Health Economics and Policy Research Unit, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Claire Williams
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, OX3 7LF, Oxford, UK
| | - Jonathan Emberson
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Christina Reith
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Anthony Keech
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, Australia
| | - John Robson
- Clinical Effectiveness Group, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | | | - Jane Armitage
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Alastair Gray
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, OX3 7LF, Oxford, UK
| | - John Simes
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, Australia
| | - Colin Baigent
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Borislava Mihaylova
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, OX3 7LF, Oxford, UK.
- Health Economics and Policy Research Unit, Wolfson Institute of Population Health, Queen Mary University of London, London, UK.
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Chapman D, Judge PK, Sardell RJ, Staplin N, Arnold T, Zhu D, Ng S, Moffat S, Landray MJ, Baigent C, Hill M, Haynes R, Clark S, Herrington WG. Interference of urinary albumin-to-creatinine ratio measurement by glycosuria: clinical implications when using SGLT-2 inhibitors. Kidney Int 2023; 103:787-790. [PMID: 36736537 DOI: 10.1016/j.kint.2022.12.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 12/21/2022] [Accepted: 12/27/2022] [Indexed: 02/05/2023]
Affiliation(s)
- Daniel Chapman
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Parminder K Judge
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Rebecca J Sardell
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Natalie Staplin
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council-Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Thomas Arnold
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Doreen Zhu
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Sarah Ng
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Stewart Moffat
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Martin J Landray
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council-Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Colin Baigent
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council-Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Michael Hill
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council-Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Richard Haynes
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council-Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Sarah Clark
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - William G Herrington
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council-Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
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Herrington WG, Staplin N, Wanner C, Green JB, Hauske SJ, Emberson JR, Preiss D, Judge P, Mayne KJ, Ng SYA, Sammons E, Zhu D, Hill M, Stevens W, Wallendszus K, Brenner S, Cheung AK, Liu ZH, Li J, Hooi LS, Liu W, Kadowaki T, Nangaku M, Levin A, Cherney D, Maggioni AP, Pontremoli R, Deo R, Goto S, Rossello X, Tuttle KR, Steubl D, Petrini M, Massey D, Eilbracht J, Brueckmann M, Landray MJ, Baigent C, Haynes R. Empagliflozin in Patients with Chronic Kidney Disease. N Engl J Med 2023; 388:117-127. [PMID: 36331190 PMCID: PMC7614055 DOI: 10.1056/nejmoa2204233] [Citation(s) in RCA: 507] [Impact Index Per Article: 507.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND The effects of empagliflozin in patients with chronic kidney disease who are at risk for disease progression are not well understood. The EMPA-KIDNEY trial was designed to assess the effects of treatment with empagliflozin in a broad range of such patients. METHODS We enrolled patients with chronic kidney disease who had an estimated glomerular filtration rate (eGFR) of at least 20 but less than 45 ml per minute per 1.73 m2 of body-surface area, or who had an eGFR of at least 45 but less than 90 ml per minute per 1.73 m2 with a urinary albumin-to-creatinine ratio (with albumin measured in milligrams and creatinine measured in grams) of at least 200. Patients were randomly assigned to receive empagliflozin (10 mg once daily) or matching placebo. The primary outcome was a composite of progression of kidney disease (defined as end-stage kidney disease, a sustained decrease in eGFR to <10 ml per minute per 1.73 m2, a sustained decrease in eGFR of ≥40% from baseline, or death from renal causes) or death from cardiovascular causes. RESULTS A total of 6609 patients underwent randomization. During a median of 2.0 years of follow-up, progression of kidney disease or death from cardiovascular causes occurred in 432 of 3304 patients (13.1%) in the empagliflozin group and in 558 of 3305 patients (16.9%) in the placebo group (hazard ratio, 0.72; 95% confidence interval [CI], 0.64 to 0.82; P<0.001). Results were consistent among patients with or without diabetes and across subgroups defined according to eGFR ranges. The rate of hospitalization from any cause was lower in the empagliflozin group than in the placebo group (hazard ratio, 0.86; 95% CI, 0.78 to 0.95; P = 0.003), but there were no significant between-group differences with respect to the composite outcome of hospitalization for heart failure or death from cardiovascular causes (which occurred in 4.0% in the empagliflozin group and 4.6% in the placebo group) or death from any cause (in 4.5% and 5.1%, respectively). The rates of serious adverse events were similar in the two groups. CONCLUSIONS Among a wide range of patients with chronic kidney disease who were at risk for disease progression, empagliflozin therapy led to a lower risk of progression of kidney disease or death from cardiovascular causes than placebo. (Funded by Boehringer Ingelheim and others; EMPA-KIDNEY ClinicalTrials.gov number, NCT03594110; EudraCT number, 2017-002971-24.).
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Affiliation(s)
- William G Herrington
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Natalie Staplin
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Christoph Wanner
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Jennifer B Green
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Sibylle J Hauske
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Jonathan R Emberson
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - David Preiss
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Parminder Judge
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Kaitlin J Mayne
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Sarah Y A Ng
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Emily Sammons
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Doreen Zhu
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Michael Hill
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Will Stevens
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Karl Wallendszus
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Susanne Brenner
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Alfred K Cheung
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Zhi-Hong Liu
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Jing Li
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Lai Seong Hooi
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Wen Liu
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Takashi Kadowaki
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Masaomi Nangaku
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Adeera Levin
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - David Cherney
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Aldo P Maggioni
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Roberto Pontremoli
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Rajat Deo
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Shinya Goto
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Xavier Rossello
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Katherine R Tuttle
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Dominik Steubl
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Michaela Petrini
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Dan Massey
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Jens Eilbracht
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Martina Brueckmann
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Martin J Landray
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Colin Baigent
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
| | - Richard Haynes
- The affiliations of the members of the writing committee are as follows: the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (W.G.H., N.S., J.R.E., D.P., P.J., K.J.M., S.Y.A.N., E.S., D.Z., M.H., W.S., K.W., M.J.L., C.B., R.H.), and the Medical Research Council Population Health Research Unit (W.G.H., N.S., J.R.E., D.P., M.H., M.J.L., C.B., R.H.), University of Oxford, Oxford; University Clinic Würzburg, Würzburg (C.W., S.B.), Boehringer Ingelheim International (S.J.H., D.S., J.E., M.B.) and Boehringer Ingelheim Pharmaceuticals (M.P.), Ingelheim am Rhein, Elderbrook Solutions, Bietigheim-Bissingen (D.M.), the Fifth Department of Medicine, University Medical Center Mannheim (S.J.H.) and the First Department of Medicine, Faculty of Medicine Mannheim (M.B.), University of Heidelberg, Mannheim, and the Department of Nephrology, Hospital Rechts der Isar, Technical University of Munich, Munich (D.S.) - all in Germany; Duke Clinical Research Institute, Durham, NC (J.B.G.); University of Utah, Salt Lake City (A.K.C.); National Clinical Research Center of Kidney Diseases, Jinling Hospital, Nanjing University School of Medicine, Nanjing (Z.-H.L.), and Fuwai Hospital, Chinese Academy of Medical Sciences, National Center for Cardiovascular Diseases, Beijing (J.L.) - both in China; Hospital Sultanah Aminah, Johor Bahru, Malaysia (L.S.H., W.L.); the University of Tokyo School of Medicine, Toranomon Hospital (T.K.), and the University of Tokyo School of Medicine (M.N.), Tokyo, Tokai University School of Medicine, Isehara (S.G.) - both in Japan; University of British Columbia, Vancouver (A.L.), and University of Toronto, Toronto (D.C.) - both in Canada; Università degli Studi and IRCCS Ospedale Policlinico San Martino di Genova, Genoa (R.P.), and Associazione Nazionale Medici Cardiologi Ospedalieri Research Center, Florence (A.P.M.) - both in Italy; University of Pennsylvania Perelman School of Medicine, Philadelphia (R.D.); Providence Health, Renton, and University of Washington, Seattle (K.R.T.) - both in Washington; and Hospital Universitari Son Espases, Health Research Institute of the Balearic Islands, University of the Balearic Islands, Palma de Mallorca, Spain (X.R.)
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Donovan K, Herrington WG, Paré G, Pigeyre M, Haynes R, Sardell R, Butterworth AS, Folkersen L, Gustafsson S, Wang Q, Baigent C, Mälarstig A, Holmes MV, Staplin N. Fibroblast Growth Factor-23 and Risk of Cardiovascular Diseases: A Mendelian Randomization Study. Clin J Am Soc Nephrol 2023; 18:17-27. [PMID: 36719157 PMCID: PMC7614195 DOI: 10.2215/cjn.05080422] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 11/02/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Fibroblast growth factor-23 (FGF-23) is associated with a range of cardiovascular and noncardiovascular diseases in conventional epidemiological studies, but substantial residual confounding may exist. Mendelian randomization approaches can help control for such confounding. METHODS SCALLOP Consortium data of 19,195 participants were used to generate an FGF-23 genetic score. Data from 337,448 UK Biobank participants were used to estimate associations between higher genetically predicted FGF-23 concentration and the odds of any atherosclerotic cardiovascular disease (n=26,266 events), nonatherosclerotic cardiovascular disease (n=12,652), and noncardiovascular diseases previously linked to FGF-23. Measurements of carotid intima-media thickness and left ventricular mass were available in a subset. Associations with cardiovascular outcomes were also tested in three large case-control consortia: CARDIOGRAMplusC4D (coronary artery disease, n=181,249 cases), MEGASTROKE (stroke, n=34,217), and HERMES (heart failure, n=47,309). RESULTS We identified 34 independent variants for circulating FGF-23, which formed a validated genetic score. There were no associations between genetically predicted FGF-23 and any of the cardiovascular or noncardiovascular outcomes. In UK Biobank, the odds ratio (OR) for any atherosclerotic cardiovascular disease per 1-SD higher genetically predicted logFGF-23 was 1.03 (95% confidence interval [95% CI], 0.98 to 1.08), and for any nonatherosclerotic cardiovascular disease, it was 1.01 (95% CI, 0.94 to 1.09). The ORs in the case-control consortia were 1.00 (95% CI, 0.97 to 1.03) for coronary artery disease, 1.01 (95% CI, 0.95 to 1.07) for stroke, and 1.00 (95% CI, 0.95 to 1.05) for heart failure. In those with imaging, logFGF-23 was not associated with carotid or cardiac abnormalities. CONCLUSIONS Genetically predicted FGF-23 levels are not associated with atherosclerotic and nonatherosclerotic cardiovascular diseases, suggesting no important causal link. PODCAST This article contains a podcast at https://dts.podtrac.com/redirect.mp3/www.asn-online.org/media/podcast/CJASN/2023_01_10_CJN05080422.mp3.
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Affiliation(s)
- Killian Donovan
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, United Kingdom
| | - William G. Herrington
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, United Kingdom
- Medical Research Council Population Health Research Unit at the University of Oxford, NDPH, Oxford, United Kingdom
- Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom
| | - Guillaume Paré
- Population Health Research Institute, McMaster University, Hamilton, Canada
| | - Marie Pigeyre
- Population Health Research Institute, McMaster University, Hamilton, Canada
| | - Richard Haynes
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, United Kingdom
- Medical Research Council Population Health Research Unit at the University of Oxford, NDPH, Oxford, United Kingdom
- Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom
| | - Rebecca Sardell
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, United Kingdom
| | - Adam S. Butterworth
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | | | - Stefan Gustafsson
- Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Qin Wang
- Systems Epidemiology, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | - Colin Baigent
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, United Kingdom
- Medical Research Council Population Health Research Unit at the University of Oxford, NDPH, Oxford, United Kingdom
| | - Anders Mälarstig
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Solna, Sweden
| | - Michael V. Holmes
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, United Kingdom
- Medical Research Council Population Health Research Unit at the University of Oxford, NDPH, Oxford, United Kingdom
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom
| | - Natalie Staplin
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, United Kingdom
- Medical Research Council Population Health Research Unit at the University of Oxford, NDPH, Oxford, United Kingdom
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom
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Alsharqi M, Ismavel VA, Arnold L, Choudhury SS, Solomi V C, Rao S, Nath T, Rani A, Goel I, Kakoty SD, Mahanta P, Roy I, Deka R, Opondo C, Baigent C, Leeson P, Nair M. Focused Cardiac Ultrasound to Guide the Diagnosis of Heart Failure in Pregnant Women in India. J Am Soc Echocardiogr 2022; 35:1281-1294. [PMID: 35934263 DOI: 10.1016/j.echo.2022.07.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 07/20/2022] [Accepted: 07/20/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Cardiac complications are a leading cause of maternal death. Cardiac imaging with echocardiography is important for prompt diagnosis, but it is not available in many low-resource settings. The aim of this study was to determine whether focused cardiac ultrasound performed by trained obstetricians and interpreted remotely by experts can identify cardiac abnormalities in pregnant women in low-resource settings. METHODS A cross-sectional study was conducted among 301 pregnant and postpartum women recruited from 10 hospitals across three states in India. Twenty-two obstetricians were trained in image acquisition using a portable cardiac ultrasound device following a simplified protocol adapted from focus-assessed transthoracic echocardiography protocol. It included parasternal long-axis, parasternal short-axis, and apical four-chamber views on two-dimensional and color Doppler. Independent image interpretation was performed remotely by two experts, in the United Kingdom and India, using a standard semiquantitative assessment protocol. Interrater agreement between the experts was examined using Cohen's κ. Diagnostic accuracy of the method was examined in a subsample for whom both focused and conventional scans were available. RESULTS Cardiac abnormalities identified using the focused method included valvular abnormalities (27%), rheumatic heart disease (6.6%), derangements in left ventricular size (4.7%) and function (22%), atrial dilatation (19.5%), and pericardial effusion (30%). There was substantial agreement on the cardiac parameters between the two experts, ranging from 93.6% (κ = 0.84) for left ventricular ejection fraction to 100% (κ = 1) for valvular disease. Image quality was graded as good in 79% of parasternal long-axis, 77% of parasternal short-axis and 64% of apical four-chamber views. The chance-corrected κ coefficients indicated fair to moderate agreement (κ = 0.28-0.51) for the image quality parameters. There was good agreement on diagnosis between the focused method and standard echocardiography (78% agreement), compared in 36 participants. CONCLUSIONS The focused method accurately identified cardiac abnormalities in pregnant women and could be used for screening cardiac problems in obstetric settings.
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Affiliation(s)
- Maryam Alsharqi
- Cardiovascular Clinical Research Facility, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; Department of Cardiac Technology, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Vijay A Ismavel
- Makunda Christian Leprosy and General Hospital, Assam, India
| | - Linda Arnold
- Cardiovascular Clinical Research Facility, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom
| | | | | | - Sereesha Rao
- Silchar Medical College and Hospital, Assam, India
| | - Tina Nath
- Gauhati Medical College and Hospital, Assam, India
| | - Anjali Rani
- Institute of Medical Sciences, Banaras Hindu University, Uttar Pradesh, India
| | - Isha Goel
- Gauhati Medical College and Hospital, Assam, India
| | - Swapna D Kakoty
- Fakhruddin Ali Ahmed Medical College and Hospital, Assam, India
| | | | | | - Rupanjali Deka
- Srimanta Sankaradeva University of Health Sciences, Assam, India
| | - Charles Opondo
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Colin Baigent
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Paul Leeson
- Cardiovascular Clinical Research Facility, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Manisha Nair
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.
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18
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Staplin N, Herrington WG, Murgia F, Ibrahim M, Bull KR, Judge PK, Ng SYA, Turner M, Zhu D, Emberson J, Landray MJ, Baigent C, Haynes R, Hopewell JC. Determining the Relationship Between Blood Pressure, Kidney Function, and Chronic Kidney Disease: Insights From Genetic Epidemiology. Hypertension 2022; 79:2671-2681. [PMID: 36082669 PMCID: PMC9640248 DOI: 10.1161/hypertensionaha.122.19354] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND It is well established that decreased kidney function can increase blood pressure (BP), but it is unproven whether moderately elevated BP causes chronic kidney disease (CKD) or glomerular hyperfiltration. METHODS 311 119 White British UK Biobank participants were included in logistic regression analyses to estimate the odds of CKD (defined as long-term kidney replacement therapy, estimated glomerular filtration rate [eGFR]< 60mL/min/1.73m2, or urinary albumin:creatinine ratio ≥3 mg/mmol) associated with higher genetically predicted BP using genetic risk scores comprising 219 systolic and 223 diastolic BP loci. Analyses estimating associations with clinical categories of eGFR and urinary albumin:creatinine ratio were also conducted, with an eGFR ≥120 mL (min·1.73m2) considered evidence of glomerular hyperfiltration. RESULTS 21 623 participants had CKD: 7781 with reduced eGFR and 15 500 with albuminuria. 1828 participants had an eGFR ≥120 mL/min/1.73m2. Each genetically predicted 10 mmHg higher systolic BP and 5 mmHg higher diastolic BP were associated with a 37% (95% CI, 1.29-1.45) and 19% (1.14-1.25) higher odds of CKD, respectively. Associations were evident for both the reduced eGFR and albuminuria components of the CKD outcome. The odds of hyperfiltration (versus an eGFR ≥60 and <90 mL/min/1.73m2 were 49% higher (95% CI, 1.21-1.84) for each genetically predicted 10 mmHg higher systolic BP. Associations with CKD and hyperfiltration were similar irrespective of preexisting diabetes, vascular disease, or different levels of adiposity. CONCLUSIONS In this general population, genetic epidemiological evidence supports a causal role of life-long differences in BP for decreased kidney function, glomerular hyperfiltration, and albuminuria. Physiological autoregulation may not afford complete renal protection against the moderate BP elevations.
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Affiliation(s)
- Natalie Staplin
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery (N.S., F.M., M.I., J.E., M.J.L., J.C.H.), University of Oxford, Oxford, United Kingdom
| | - William G Herrington
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Health Data Research UK (W.G.H., M.J.L.), University of Oxford, Oxford, United Kingdom.,Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom (W.G.H., K.R.B., P.K.J., M.T., D.Z., R.H.)
| | - Federico Murgia
- Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery (N.S., F.M., M.I., J.E., M.J.L., J.C.H.), University of Oxford, Oxford, United Kingdom
| | - Maysson Ibrahim
- Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery (N.S., F.M., M.I., J.E., M.J.L., J.C.H.), University of Oxford, Oxford, United Kingdom
| | - Katherine R Bull
- Nuffield Department of Medicine (K.R.B.), University of Oxford, Oxford, United Kingdom.,Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom (W.G.H., K.R.B., P.K.J., M.T., D.Z., R.H.)
| | - Parminder K Judge
- Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom (W.G.H., K.R.B., P.K.J., M.T., D.Z., R.H.)
| | - Sarah Y A Ng
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom
| | - Michael Turner
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom (W.G.H., K.R.B., P.K.J., M.T., D.Z., R.H.)
| | - Doreen Zhu
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom (W.G.H., K.R.B., P.K.J., M.T., D.Z., R.H.)
| | - Jonathan Emberson
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery (N.S., F.M., M.I., J.E., M.J.L., J.C.H.), University of Oxford, Oxford, United Kingdom
| | - Martin J Landray
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery (N.S., F.M., M.I., J.E., M.J.L., J.C.H.), University of Oxford, Oxford, United Kingdom.,Health Data Research UK (W.G.H., M.J.L.), University of Oxford, Oxford, United Kingdom.,National Institute for Health Research Oxford Biomedical Research Centre (M.J.L.), University of Oxford, Oxford, United Kingdom
| | - Colin Baigent
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom
| | - Richard Haynes
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom (W.G.H., K.R.B., P.K.J., M.T., D.Z., R.H.)
| | - Jemma C Hopewell
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), United Kingdom (N.S., W.G.H., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.).,Clinical Trial Service Unit and Epidemiological Studies Unit, NDPH (N.S., W.G.H., F.M., M.I., P.J., S.Y.A.N., M.T., D.Z., J.E., M.J.L., C.B., R.H., J.C.H.), University of Oxford, Oxford, United Kingdom.,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery (N.S., F.M., M.I., J.E., M.J.L., J.C.H.), University of Oxford, Oxford, United Kingdom
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Baigent C, Emberson J, Haynes R, Herrington WG, Judge P, Landray MJ, Mayne KJ, Ng SY, Preiss D, Roddick AJ, Staplin N, Zhu D, Anker SD, Bhatt DL, Brueckmann M, Butler J, Cherney DZ, Green JB, Hauske SJ, Haynes R, Heerspink HJ, Herrington WG, Inzucchi SE, Jardine MJ, Liu CC, Mahaffey KW, McCausland FR, McGuire DK, McMurray JJ, Neal B, Neuen BL, Packer M, Perkovic V, Sabatine MS, Solomon SD, Vaduganathan M, Wanner C, Wheeler DC, Wiviott SD, Zannad F. Impact of diabetes on the effects of sodium glucose co-transporter-2 inhibitors on kidney outcomes: collaborative meta-analysis of large placebo-controlled trials. Lancet 2022; 400:1788-1801. [PMID: 36351458 PMCID: PMC7613836 DOI: 10.1016/s0140-6736(22)02074-8] [Citation(s) in RCA: 200] [Impact Index Per Article: 100.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 10/13/2022] [Accepted: 10/14/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Large trials have shown that sodium glucose co-transporter-2 (SGLT2) inhibitors reduce the risk of adverse kidney and cardiovascular outcomes in patients with heart failure or chronic kidney disease, or with type 2 diabetes and high risk of atherosclerotic cardiovascular disease. None of the trials recruiting patients with and without diabetes were designed to assess outcomes separately in patients without diabetes. METHODS We did a systematic review and meta-analysis of SGLT2 inhibitor trials. We searched the MEDLINE and Embase databases for trials published from database inception to Sept 5, 2022. SGLT2 inhibitor trials that were double-blind, placebo-controlled, performed in adults (age ≥18 years), large (≥500 participants per group), and at least 6 months in duration were included. Summary-level data used for analysis were extracted from published reports or provided by trial investigators, and inverse-variance-weighted meta-analyses were conducted to estimate treatment effects. The main efficacy outcomes were kidney disease progression (standardised to a definition of a sustained ≥50% decrease in estimated glomerular filtration rate [eGFR] from randomisation, a sustained low eGFR, end-stage kidney disease, or death from kidney failure), acute kidney injury, and a composite of cardiovascular death or hospitalisation for heart failure. Other outcomes were death from cardiovascular and non-cardiovascular disease considered separately, and the main safety outcomes were ketoacidosis and lower limb amputation. This study is registered with PROSPERO, CRD42022351618. FINDINGS We identified 13 trials involving 90 413 participants. After exclusion of four participants with uncertain diabetes status, we analysed 90 409 participants (74 804 [82·7%] participants with diabetes [>99% with type 2 diabetes] and 15 605 [17·3%] without diabetes; trial-level mean baseline eGFR range 37-85 mL/min per 1·73 m2). Compared with placebo, allocation to an SGLT2 inhibitor reduced the risk of kidney disease progression by 37% (relative risk [RR] 0·63, 95% CI 0·58-0·69) with similar RRs in patients with and without diabetes. In the four chronic kidney disease trials, RRs were similar irrespective of primary kidney diagnosis. SGLT2 inhibitors reduced the risk of acute kidney injury by 23% (0·77, 0·70-0·84) and the risk of cardiovascular death or hospitalisation for heart failure by 23% (0·77, 0·74-0·81), again with similar effects in those with and without diabetes. SGLT2 inhibitors also reduced the risk of cardiovascular death (0·86, 0·81-0·92) but did not significantly reduce the risk of non-cardiovascular death (0·94, 0·88-1·02). For these mortality outcomes, RRs were similar in patients with and without diabetes. For all outcomes, results were broadly similar irrespective of trial mean baseline eGFR. Based on estimates of absolute effects, the absolute benefits of SGLT2 inhibition outweighed any serious hazards of ketoacidosis or amputation. INTERPRETATION In addition to the established cardiovascular benefits of SGLT2 inhibitors, the randomised data support their use for modifying risk of kidney disease progression and acute kidney injury, not only in patients with type 2 diabetes at high cardiovascular risk, but also in patients with chronic kidney disease or heart failure irrespective of diabetes status, primary kidney disease, or kidney function. FUNDING UK Medical Research Council and Kidney Research UK.
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20
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Gaziano L, Sun L, Arnold M, Bell S, Cho K, Kaptoge SK, Song RJ, Burgess S, Posner DC, Mosconi K, Robinson-Cohen C, Mason AM, Bolton TR, Tao R, Allara E, Schubert P, Chen L, Staley JR, Staplin N, Altay S, Amiano P, Arndt V, Ärnlöv J, Barr EL, Björkelund C, Boer JM, Brenner H, Casiglia E, Chiodini P, Cooper JA, Coresh J, Cushman M, Dankner R, Davidson KW, de Jongh RT, Donfrancesco C, Engström G, Freisling H, de la Cámara AG, Gudnason V, Hankey GJ, Hansson PO, Heath AK, Hoorn EJ, Imano H, Jassal SK, Kaaks R, Katzke V, Kauhanen J, Kiechl S, Koenig W, Kronmal RA, Kyrø C, Lawlor DA, Ljungberg B, MacDonald C, Masala G, Meisinger C, Melander O, Moreno Iribas C, Ninomiya T, Nitsch D, Nordestgaard BG, Onland-Moret C, Palmieri L, Petrova D, Garcia JRQ, Rosengren A, Sacerdote C, Sakurai M, Santiuste C, Schulze MB, Sieri S, Sundström J, Tikhonoff V, Tjønneland A, Tong T, Tumino R, Tzoulaki I, van der Schouw YT, Monique Verschuren W, Völzke H, Wallace RB, Wannamethee SG, Weiderpass E, Willeit P, Woodward M, Yamagishi K, Zamora-Ros R, Akwo EA, Pyarajan S, Gagnon DR, Tsao PS, Muralidhar S, Edwards TL, Damrauer SM, Joseph J, Pennells L, Wilson PW, Harrison S, Gaziano TA, Inouye M, Baigent C, Casas JP, Langenberg C, Wareham N, Riboli E, Gaziano J, Danesh J, Hung AM, Butterworth AS, Wood AM, Di Angelantonio E. Mild-to-Moderate Kidney Dysfunction and Cardiovascular Disease: Observational and Mendelian Randomization Analyses. Circulation 2022; 146:1507-1517. [PMID: 36314129 PMCID: PMC9662821 DOI: 10.1161/circulationaha.122.060700] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 08/18/2022] [Indexed: 01/28/2023]
Abstract
BACKGROUND End-stage renal disease is associated with a high risk of cardiovascular events. It is unknown, however, whether mild-to-moderate kidney dysfunction is causally related to coronary heart disease (CHD) and stroke. METHODS Observational analyses were conducted using individual-level data from 4 population data sources (Emerging Risk Factors Collaboration, EPIC-CVD [European Prospective Investigation into Cancer and Nutrition-Cardiovascular Disease Study], Million Veteran Program, and UK Biobank), comprising 648 135 participants with no history of cardiovascular disease or diabetes at baseline, yielding 42 858 and 15 693 incident CHD and stroke events, respectively, during 6.8 million person-years of follow-up. Using a genetic risk score of 218 variants for estimated glomerular filtration rate (eGFR), we conducted Mendelian randomization analyses involving 413 718 participants (25 917 CHD and 8622 strokes) in EPIC-CVD, Million Veteran Program, and UK Biobank. RESULTS There were U-shaped observational associations of creatinine-based eGFR with CHD and stroke, with higher risk in participants with eGFR values <60 or >105 mL·min-1·1.73 m-2, compared with those with eGFR between 60 and 105 mL·min-1·1.73 m-2. Mendelian randomization analyses for CHD showed an association among participants with eGFR <60 mL·min-1·1.73 m-2, with a 14% (95% CI, 3%-27%) higher CHD risk per 5 mL·min-1·1.73 m-2 lower genetically predicted eGFR, but not for those with eGFR >105 mL·min-1·1.73 m-2. Results were not materially different after adjustment for factors associated with the eGFR genetic risk score, such as lipoprotein(a), triglycerides, hemoglobin A1c, and blood pressure. Mendelian randomization results for stroke were nonsignificant but broadly similar to those for CHD. CONCLUSIONS In people without manifest cardiovascular disease or diabetes, mild-to-moderate kidney dysfunction is causally related to risk of CHD, highlighting the potential value of preventive approaches that preserve and modulate kidney function.
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Affiliation(s)
- Liam Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | - Luanluan Sun
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | | | - Steven Bell
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Stroke Research Group, Department of Clinical Neurosciences (S. Bell), University of Cambridge, UK
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
| | - Kelly Cho
- Division of Aging (K.C., S.P., J.P.C. J.M.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Stephen K. Kaptoge
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | - Rebecca J. Song
- Department of Epidemiology, Boston University School of Public Health, MA (R.J.S.)
| | - Stephen Burgess
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- BHF Centre of Research Excellence, School of Clinical Medicine, Addenbrooke’s Hospital (A.M.M., S. Burgess, J.D., A.M.W., A.S.B., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Medical Research Council Biostatistics Unit (A.M.M., S. Burgess), University of Cambridge, UK
| | - Daniel C. Posner
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
| | - Katja Mosconi
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | - Cassianne Robinson-Cohen
- Division of Nephrology, Department of Medicine (C.R.-C., E.A.A.), Vanderbilt University Medical Center, Nashville, TN
| | - Amy M. Mason
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- BHF Centre of Research Excellence, School of Clinical Medicine, Addenbrooke’s Hospital (A.M.M., S. Burgess, J.D., A.M.W., A.S.B., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Medical Research Council Biostatistics Unit (A.M.M., S. Burgess), University of Cambridge, UK
| | - Thomas R. Bolton
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
| | - Ran Tao
- Department of Biostatistics (R. Tao), Vanderbilt University Medical Center, Nashville, TN
| | - Elias Allara
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
| | - Petra Schubert
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
| | - Lingyan Chen
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | - James R. Staley
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (N.S., C.B.), Nuffield Department of Population Health, University of Oxford, UK
| | - Servet Altay
- Department of Cardiology, Trakya University School of Medicine, Edirne, Turkey (S.A.)
| | - Pilar Amiano
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastián, Spain (P.A.)
- Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain (P.A.)
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain (P.A., A.G.d.l.C., D.P., C. Santiuste)
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research (V.A.), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Johan Ärnlöv
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- BHF Centre of Research Excellence, School of Clinical Medicine, Addenbrooke’s Hospital (A.M.M., S. Burgess, J.D., A.M.W., A.S.B., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Medical Research Council Biostatistics Unit (A.M.M., S. Burgess), University of Cambridge, UK
- Stroke Research Group, Department of Clinical Neurosciences (S. Bell), University of Cambridge, UK
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
- MRC Epidemiology Unit, School of Clinical Medicine (C.L., N.W.), University of Cambridge, UK
- Division of Aging (K.C., S.P., J.P.C. J.M.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Division of Cardiovascular Medicine (J.J., T.A.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Department of Epidemiology, Boston University School of Public Health, MA (R.J.S.)
- Division of Nephrology, Department of Medicine (C.R.-C., E.A.A.), Vanderbilt University Medical Center, Nashville, TN
- Department of Biostatistics (R. Tao), Vanderbilt University Medical Center, Nashville, TN
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (N.S., C.B.), Nuffield Department of Population Health, University of Oxford, UK
- Cancer Epidemiology Unit (T.T.), Nuffield Department of Population Health, University of Oxford, UK
- Department of Cardiology, Trakya University School of Medicine, Edirne, Turkey (S.A.)
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastián, Spain (P.A.)
- Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain (P.A.)
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain (P.A., A.G.d.l.C., D.P., C. Santiuste)
- Division of Clinical Epidemiology and Aging Research (V.A.), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Cancer Epidemiology (S.K.J., R.K., V.K.), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society (NVS), Karolinska Institutet, Stockholm, Sweden (J.A., H.B.)
- School of Health and Social Studies, Dalarna University, Falun, Sweden (J.A.)
- Wellbeing & Preventable Chronic Diseases (WPCD) Division, Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia (E.L.M.B.)
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia (E.L.M.B., M.I.)
- Institute of Medicine, School of Public Health and Community Medicine (C.B.), Sahlgrenska Academy, University of Gothenburg, Sweden
- Institute of Medicine, Department of Molecular and Clinical Medicine (P.-O.H., A.R.), Sahlgrenska Academy, University of Gothenburg, Sweden
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands (J.M.A.B., W.M.M.V.)
- Network Aging Research (NAR), Heidelberg University, Germany (H.B.)
- Studium Patavinum (E.C.), University of Padua, Italy
- Department of Medicine (V.T.), University of Padua, Italy
- Dipartimento di Salute Mentale e Fisica e Medicina Preventiva, Università degli Studi della Campania ‘Luigi Vanvitelli’, Caserta, Italy (P.C.)
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, UK (J.A.C.)
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (J.C.)
- Larner College of Medicine, The University of Vermont, Burlington (M.C.)
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, Israel (R.D.)
- School of Public Health, Department of Epidemiology and Preventive Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv, Israel (R.D.)
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, NY (R.D., K.W.D.)
- Amsterdam University Medical Centers, VUMC, the Netherlands (R.T.d.J.)
- Department of Cardiovascular, Endocrine-metabolic Diseases and Aging, Istituto Superiore di Sanità, Rome, Italy (C.D., L. Palmer)
- Department of Clinical Sciences, Malmö, Lund University, Sweden (G.E., O.M.)
- International Agency for Research on Cancer (IARC), World Health Organization, Lyon, France (H.F., E.W.)
- 12 Octubre Hospital Research Institute, Madrid, Spain (A.G.d,l,C.)
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland and Icelandic Heart Association, Kopavogur, Iceland (V.G.)
- Medical School Faculty of Health & Medical Sciences, The University of Western Australia, Perth, WA, Australia (G.J.H.)
- Region Västra Götaland, Sahlgrenska University Hospital, Department of Medicine Geriatrics and Emergency Medicine/Östra, Gothenburg, Sweden (P.-O.H., A.R.)
- School of Public Health (A.K.H., I.T., E.R.), Imperial College London, UK
- The George Institute for Global Health (M.W.), Imperial College London, UK
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, the Netherlands (E.J.H.)
- Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine, Suita, Japan (H.I.)
- University of Eastern Finland (UEF), Kuopio, Finland (J.K.)
- Department of Neurology & Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria (S.K.)
- Clinical Epidemiology Team, Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria (S.K., P.W.)
- Institute of Epidemiology and Medical Biometry, University of Ulm, Germany (W.K.)
- Deutsches Herzzentrum München, Technische Universität München, Germany (W.K.)
- German Centre for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance (W.K.)
- School of Public Health, University of Washington, Seattle (R.A.K.)
- Danish Cancer Society Research Center, Copenhagen, Denmark (C.K., A.T.)
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, UK (D.A.L.)
- Population Health Science, Bristol Medical School, UK (D.A.L.)
- Department of Surgical and Perioperative sciences, Urology and Andrology, Umeå University, Sweden (B.L.)
- University Paris-Saclay, UVSQ, Inserm, Villejuif, France (C. MacDonald)
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy (G.M.)
- Helmholtz Zentrum München, Munich, Germany (C. Meisinger)
- Navarra Public Health Institute, IdiSNA, Pamplona, Spain (C.M.I.)
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Pamplona, Spain (C.M.I.)
- Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (T.N.)
- London School of Hygiene & Tropical Medicine, UK (D.N.)
- Herlev and Gentofte Hospital (B.G.N.), Copenhagen University Hospital, Copenhagen, Denmark
- Frederiksberg Hospital B.G.N.), Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences (B.G.N.), University of Copenhagen, Denmark
- Department of Public Health (A.T.), University of Copenhagen, Denmark
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, the Netherlands (C.O.-M., Y.T.v.d.S., W.M.M.V.)
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain (D.P.)
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain (D.P.)
- Consejería de Sanidad del Principado de Asturias Oviedo, Asturias, Spain (J.R.Q.G.)
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital, Turin, Italy (C. Sacerdote)
- Department of Social and Environmental Medicine, Kanazawa Medical University, Uchinada, Japan (M.S.)
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Spain (C. Santiuste)
- German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany (M.B.S.)
- German Center for Diabetes Research (DZD), Neuherberg, Germany (M.B.S.)
- Institute of Nutritional Science, University of Potsdam, Germany (M.B.S.)
- Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy (S.S.)
- Department of Medical Sciences, Uppsala University, Sweden (J.S.)
- Hyblean Association for Epidemiological Reserach AIRE - ONLUS, Ragusa, Italy (R.T.)
- Universitätsmedizin Greifswald, Institut für Community Medicine, Abteilung SHIP/ Klinisch-Epidemiologische Forschung, Germany (H.V.)
- College of Public Health, University of Iowa (R.B.W.)
- University College London, UK (S.G.W.)
- The George Institute for Global Health, Camperdown, NSW, Australia (M.W.)
- Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center, University of Tsukuba, Japan (K.Y.)
- Unit of Nutrition and Cancer, Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat (Barcelona), Spain (R.Z.-R.)
- Center for Data and Computational Sciences, VA Boston Healthcare System, Boston, MA (S.P.)
- Department of Biostatistics, Boston University School of Public Health, MA (D.R.G.)
- VA Pal Alto Epidemiology Research and Information Center for Genomics, VA Palo Alto Health Care System, CA (P.S.T.)
- Medicine (Cardiovascular Medicine), Stanford University of School of Medicine, CA (P.S.T.)
- Office of Research and Development, Veterans Health Administration, Washington, DC (S.M.)
- Department of Veterans Affairs, Tennessee Valley Health Care System, Vanderbilt University, Nashville (T.L.E.)
- Medicine/Epidemiology, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN (T.L.E.)
- Department of Surgery, Corporal Michael Crescenz VA Medical Center and Perelman School of Medicine, University of Pennsylvania, Philadelphia (S.M.D.)
- Internal Medicine, VA Atlanta Healthcare System, Decatur, GA (P.W.F.W.)
- Emory University School of Medicine (Cardiology), Emory University, Atlanta, GA (P.W.F.W.)
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA (T.A.G.)
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, UK (M.I., J.D., A.S.B., A.M.W., E.D.A.)
- The Alan Turing Institute, London, UK (M.I.)
- Computational Medicine, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Germany (C.L.)
- Department of Human Genetics, Wellcome Sanger Institute, Hinxton, UK (J.D.)
- Division of Nephrology & Hypertension, Department of Medicine, Tennessee Valley Health Care System and Vanderbilt University Medical Center, Nashville (A.M.H.)
- Cambridge Centre for AI in Medicine, UK (A.M.W.)
- Health Data Science Centre, Human Technopole, Milan, Italy (E.D.A.)
| | - Elizabeth L.M. Barr
- Wellbeing & Preventable Chronic Diseases (WPCD) Division, Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia (E.L.M.B.)
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia (E.L.M.B., M.I.)
| | - Cecilia Björkelund
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (N.S., C.B.), Nuffield Department of Population Health, University of Oxford, UK
| | - Jolanda M.A. Boer
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands (J.M.A.B., W.M.M.V.)
| | - Hermann Brenner
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society (NVS), Karolinska Institutet, Stockholm, Sweden (J.A., H.B.)
- Network Aging Research (NAR), Heidelberg University, Germany (H.B.)
| | | | - Paolo Chiodini
- Dipartimento di Salute Mentale e Fisica e Medicina Preventiva, Università degli Studi della Campania ‘Luigi Vanvitelli’, Caserta, Italy (P.C.)
| | - Jackie A. Cooper
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, UK (J.A.C.)
| | - Josef Coresh
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (J.C.)
| | - Mary Cushman
- Larner College of Medicine, The University of Vermont, Burlington (M.C.)
| | - Rachel Dankner
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, Israel (R.D.)
- School of Public Health, Department of Epidemiology and Preventive Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv, Israel (R.D.)
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, NY (R.D., K.W.D.)
| | - Karina W. Davidson
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, NY (R.D., K.W.D.)
| | | | - Chiara Donfrancesco
- Department of Cardiovascular, Endocrine-metabolic Diseases and Aging, Istituto Superiore di Sanità, Rome, Italy (C.D., L. Palmer)
| | - Gunnar Engström
- Department of Clinical Sciences, Malmö, Lund University, Sweden (G.E., O.M.)
| | - Heinz Freisling
- International Agency for Research on Cancer (IARC), World Health Organization, Lyon, France (H.F., E.W.)
| | - Agustín Gómez de la Cámara
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain (P.A., A.G.d.l.C., D.P., C. Santiuste)
- 12 Octubre Hospital Research Institute, Madrid, Spain (A.G.d,l,C.)
| | - Vilmundur Gudnason
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland and Icelandic Heart Association, Kopavogur, Iceland (V.G.)
| | - Graeme J. Hankey
- Medical School Faculty of Health & Medical Sciences, The University of Western Australia, Perth, WA, Australia (G.J.H.)
| | - Per-Olof Hansson
- Institute of Medicine, Department of Molecular and Clinical Medicine (P.-O.H., A.R.), Sahlgrenska Academy, University of Gothenburg, Sweden
- Region Västra Götaland, Sahlgrenska University Hospital, Department of Medicine Geriatrics and Emergency Medicine/Östra, Gothenburg, Sweden (P.-O.H., A.R.)
| | - Alicia K. Heath
- School of Public Health (A.K.H., I.T., E.R.), Imperial College London, UK
| | - Ewout J. Hoorn
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, the Netherlands (E.J.H.)
| | - Hironori Imano
- Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine, Suita, Japan (H.I.)
| | - Simerjot K. Jassal
- Department of Cancer Epidemiology (S.K.J., R.K., V.K.), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Department of Cancer Epidemiology (S.K.J., R.K., V.K.), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena Katzke
- Department of Cancer Epidemiology (S.K.J., R.K., V.K.), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jussi Kauhanen
- University of Eastern Finland (UEF), Kuopio, Finland (J.K.)
| | - Stefan Kiechl
- Department of Neurology & Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria (S.K.)
- Clinical Epidemiology Team, Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria (S.K., P.W.)
| | - Wolfgang Koenig
- Institute of Epidemiology and Medical Biometry, University of Ulm, Germany (W.K.)
- Deutsches Herzzentrum München, Technische Universität München, Germany (W.K.)
- German Centre for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance (W.K.)
| | | | - Cecilie Kyrø
- Danish Cancer Society Research Center, Copenhagen, Denmark (C.K., A.T.)
| | - Deborah A. Lawlor
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, UK (D.A.L.)
- Population Health Science, Bristol Medical School, UK (D.A.L.)
| | - Börje Ljungberg
- Department of Surgical and Perioperative sciences, Urology and Andrology, Umeå University, Sweden (B.L.)
| | - Conor MacDonald
- University Paris-Saclay, UVSQ, Inserm, Villejuif, France (C. MacDonald)
| | - Giovanna Masala
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy (G.M.)
| | | | - Olle Melander
- Department of Clinical Sciences, Malmö, Lund University, Sweden (G.E., O.M.)
| | - Conchi Moreno Iribas
- Navarra Public Health Institute, IdiSNA, Pamplona, Spain (C.M.I.)
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Pamplona, Spain (C.M.I.)
| | - Toshiharu Ninomiya
- Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (T.N.)
| | | | - Børge G. Nordestgaard
- Herlev and Gentofte Hospital (B.G.N.), Copenhagen University Hospital, Copenhagen, Denmark
- Frederiksberg Hospital B.G.N.), Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences (B.G.N.), University of Copenhagen, Denmark
| | - Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, the Netherlands (C.O.-M., Y.T.v.d.S., W.M.M.V.)
| | - Luigi Palmieri
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- BHF Centre of Research Excellence, School of Clinical Medicine, Addenbrooke’s Hospital (A.M.M., S. Burgess, J.D., A.M.W., A.S.B., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Medical Research Council Biostatistics Unit (A.M.M., S. Burgess), University of Cambridge, UK
- Stroke Research Group, Department of Clinical Neurosciences (S. Bell), University of Cambridge, UK
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
- MRC Epidemiology Unit, School of Clinical Medicine (C.L., N.W.), University of Cambridge, UK
- Division of Aging (K.C., S.P., J.P.C. J.M.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Division of Cardiovascular Medicine (J.J., T.A.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Department of Epidemiology, Boston University School of Public Health, MA (R.J.S.)
- Division of Nephrology, Department of Medicine (C.R.-C., E.A.A.), Vanderbilt University Medical Center, Nashville, TN
- Department of Biostatistics (R. Tao), Vanderbilt University Medical Center, Nashville, TN
- Medical Research Council Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit (N.S., C.B.), Nuffield Department of Population Health, University of Oxford, UK
- Cancer Epidemiology Unit (T.T.), Nuffield Department of Population Health, University of Oxford, UK
- Department of Cardiology, Trakya University School of Medicine, Edirne, Turkey (S.A.)
- Ministry of Health of the Basque Government, Sub Directorate for Public Health and Addictions of Gipuzkoa, San Sebastián, Spain (P.A.)
- Biodonostia Health Research Institute, Epidemiology of Chronic and Communicable Diseases Group, San Sebastián, Spain (P.A.)
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain (P.A., A.G.d.l.C., D.P., C. Santiuste)
- Division of Clinical Epidemiology and Aging Research (V.A.), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Cancer Epidemiology (S.K.J., R.K., V.K.), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society (NVS), Karolinska Institutet, Stockholm, Sweden (J.A., H.B.)
- School of Health and Social Studies, Dalarna University, Falun, Sweden (J.A.)
- Wellbeing & Preventable Chronic Diseases (WPCD) Division, Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia (E.L.M.B.)
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia (E.L.M.B., M.I.)
- Institute of Medicine, School of Public Health and Community Medicine (C.B.), Sahlgrenska Academy, University of Gothenburg, Sweden
- Institute of Medicine, Department of Molecular and Clinical Medicine (P.-O.H., A.R.), Sahlgrenska Academy, University of Gothenburg, Sweden
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands (J.M.A.B., W.M.M.V.)
- Network Aging Research (NAR), Heidelberg University, Germany (H.B.)
- Studium Patavinum (E.C.), University of Padua, Italy
- Department of Medicine (V.T.), University of Padua, Italy
- Dipartimento di Salute Mentale e Fisica e Medicina Preventiva, Università degli Studi della Campania ‘Luigi Vanvitelli’, Caserta, Italy (P.C.)
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, UK (J.A.C.)
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (J.C.)
- Larner College of Medicine, The University of Vermont, Burlington (M.C.)
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, Israel (R.D.)
- School of Public Health, Department of Epidemiology and Preventive Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv, Israel (R.D.)
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, NY (R.D., K.W.D.)
- Amsterdam University Medical Centers, VUMC, the Netherlands (R.T.d.J.)
- Department of Cardiovascular, Endocrine-metabolic Diseases and Aging, Istituto Superiore di Sanità, Rome, Italy (C.D., L. Palmer)
- Department of Clinical Sciences, Malmö, Lund University, Sweden (G.E., O.M.)
- International Agency for Research on Cancer (IARC), World Health Organization, Lyon, France (H.F., E.W.)
- 12 Octubre Hospital Research Institute, Madrid, Spain (A.G.d,l,C.)
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland and Icelandic Heart Association, Kopavogur, Iceland (V.G.)
- Medical School Faculty of Health & Medical Sciences, The University of Western Australia, Perth, WA, Australia (G.J.H.)
- Region Västra Götaland, Sahlgrenska University Hospital, Department of Medicine Geriatrics and Emergency Medicine/Östra, Gothenburg, Sweden (P.-O.H., A.R.)
- School of Public Health (A.K.H., I.T., E.R.), Imperial College London, UK
- The George Institute for Global Health (M.W.), Imperial College London, UK
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, the Netherlands (E.J.H.)
- Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine, Suita, Japan (H.I.)
- University of Eastern Finland (UEF), Kuopio, Finland (J.K.)
- Department of Neurology & Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria (S.K.)
- Clinical Epidemiology Team, Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria (S.K., P.W.)
- Institute of Epidemiology and Medical Biometry, University of Ulm, Germany (W.K.)
- Deutsches Herzzentrum München, Technische Universität München, Germany (W.K.)
- German Centre for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance (W.K.)
- School of Public Health, University of Washington, Seattle (R.A.K.)
- Danish Cancer Society Research Center, Copenhagen, Denmark (C.K., A.T.)
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, UK (D.A.L.)
- Population Health Science, Bristol Medical School, UK (D.A.L.)
- Department of Surgical and Perioperative sciences, Urology and Andrology, Umeå University, Sweden (B.L.)
- University Paris-Saclay, UVSQ, Inserm, Villejuif, France (C. MacDonald)
- Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy (G.M.)
- Helmholtz Zentrum München, Munich, Germany (C. Meisinger)
- Navarra Public Health Institute, IdiSNA, Pamplona, Spain (C.M.I.)
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Pamplona, Spain (C.M.I.)
- Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (T.N.)
- London School of Hygiene & Tropical Medicine, UK (D.N.)
- Herlev and Gentofte Hospital (B.G.N.), Copenhagen University Hospital, Copenhagen, Denmark
- Frederiksberg Hospital B.G.N.), Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences (B.G.N.), University of Copenhagen, Denmark
- Department of Public Health (A.T.), University of Copenhagen, Denmark
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, the Netherlands (C.O.-M., Y.T.v.d.S., W.M.M.V.)
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain (D.P.)
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain (D.P.)
- Consejería de Sanidad del Principado de Asturias Oviedo, Asturias, Spain (J.R.Q.G.)
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital, Turin, Italy (C. Sacerdote)
- Department of Social and Environmental Medicine, Kanazawa Medical University, Uchinada, Japan (M.S.)
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Spain (C. Santiuste)
- German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany (M.B.S.)
- German Center for Diabetes Research (DZD), Neuherberg, Germany (M.B.S.)
- Institute of Nutritional Science, University of Potsdam, Germany (M.B.S.)
- Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy (S.S.)
- Department of Medical Sciences, Uppsala University, Sweden (J.S.)
- Hyblean Association for Epidemiological Reserach AIRE - ONLUS, Ragusa, Italy (R.T.)
- Universitätsmedizin Greifswald, Institut für Community Medicine, Abteilung SHIP/ Klinisch-Epidemiologische Forschung, Germany (H.V.)
- College of Public Health, University of Iowa (R.B.W.)
- University College London, UK (S.G.W.)
- The George Institute for Global Health, Camperdown, NSW, Australia (M.W.)
- Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center, University of Tsukuba, Japan (K.Y.)
- Unit of Nutrition and Cancer, Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat (Barcelona), Spain (R.Z.-R.)
- Center for Data and Computational Sciences, VA Boston Healthcare System, Boston, MA (S.P.)
- Department of Biostatistics, Boston University School of Public Health, MA (D.R.G.)
- VA Pal Alto Epidemiology Research and Information Center for Genomics, VA Palo Alto Health Care System, CA (P.S.T.)
- Medicine (Cardiovascular Medicine), Stanford University of School of Medicine, CA (P.S.T.)
- Office of Research and Development, Veterans Health Administration, Washington, DC (S.M.)
- Department of Veterans Affairs, Tennessee Valley Health Care System, Vanderbilt University, Nashville (T.L.E.)
- Medicine/Epidemiology, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN (T.L.E.)
- Department of Surgery, Corporal Michael Crescenz VA Medical Center and Perelman School of Medicine, University of Pennsylvania, Philadelphia (S.M.D.)
- Internal Medicine, VA Atlanta Healthcare System, Decatur, GA (P.W.F.W.)
- Emory University School of Medicine (Cardiology), Emory University, Atlanta, GA (P.W.F.W.)
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA (T.A.G.)
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, UK (M.I., J.D., A.S.B., A.M.W., E.D.A.)
- The Alan Turing Institute, London, UK (M.I.)
- Computational Medicine, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Germany (C.L.)
- Department of Human Genetics, Wellcome Sanger Institute, Hinxton, UK (J.D.)
- Division of Nephrology & Hypertension, Department of Medicine, Tennessee Valley Health Care System and Vanderbilt University Medical Center, Nashville (A.M.H.)
- Cambridge Centre for AI in Medicine, UK (A.M.W.)
- Health Data Science Centre, Human Technopole, Milan, Italy (E.D.A.)
| | - Dafina Petrova
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain (P.A., A.G.d.l.C., D.P., C. Santiuste)
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain (D.P.)
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain (D.P.)
| | | | - Annika Rosengren
- Institute of Medicine, Department of Molecular and Clinical Medicine (P.-O.H., A.R.), Sahlgrenska Academy, University of Gothenburg, Sweden
- Region Västra Götaland, Sahlgrenska University Hospital, Department of Medicine Geriatrics and Emergency Medicine/Östra, Gothenburg, Sweden (P.-O.H., A.R.)
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital, Turin, Italy (C. Sacerdote)
| | - Masaru Sakurai
- Department of Social and Environmental Medicine, Kanazawa Medical University, Uchinada, Japan (M.S.)
| | - Carmen Santiuste
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain (P.A., A.G.d.l.C., D.P., C. Santiuste)
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Spain (C. Santiuste)
| | - Matthias B. Schulze
- German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany (M.B.S.)
- German Center for Diabetes Research (DZD), Neuherberg, Germany (M.B.S.)
- Institute of Nutritional Science, University of Potsdam, Germany (M.B.S.)
| | - Sabina Sieri
- Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy (S.S.)
| | - Johan Sundström
- Department of Medical Sciences, Uppsala University, Sweden (J.S.)
| | | | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark (C.K., A.T.)
- Department of Public Health (A.T.), University of Copenhagen, Denmark
| | - Tammy Tong
- Cancer Epidemiology Unit (T.T.), Nuffield Department of Population Health, University of Oxford, UK
| | - Rosario Tumino
- Hyblean Association for Epidemiological Reserach AIRE - ONLUS, Ragusa, Italy (R.T.)
| | - Ioanna Tzoulaki
- School of Public Health (A.K.H., I.T., E.R.), Imperial College London, UK
| | - Yvonne T. van der Schouw
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, the Netherlands (C.O.-M., Y.T.v.d.S., W.M.M.V.)
| | - W.M. Monique Verschuren
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands (J.M.A.B., W.M.M.V.)
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, the Netherlands (C.O.-M., Y.T.v.d.S., W.M.M.V.)
| | - Henry Völzke
- Universitätsmedizin Greifswald, Institut für Community Medicine, Abteilung SHIP/ Klinisch-Epidemiologische Forschung, Germany (H.V.)
| | | | | | - Elisabete Weiderpass
- International Agency for Research on Cancer (IARC), World Health Organization, Lyon, France (H.F., E.W.)
| | - Peter Willeit
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Clinical Epidemiology Team, Institute of Health Economics, Medical University of Innsbruck, Innsbruck, Austria (S.K., P.W.)
| | - Mark Woodward
- The George Institute for Global Health, Camperdown, NSW, Australia (M.W.)
| | - Kazumasa Yamagishi
- Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center, University of Tsukuba, Japan (K.Y.)
| | - Raul Zamora-Ros
- Unit of Nutrition and Cancer, Epidemiology Research Program, Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat (Barcelona), Spain (R.Z.-R.)
| | - Elvis A. Akwo
- Division of Nephrology, Department of Medicine (C.R.-C., E.A.A.), Vanderbilt University Medical Center, Nashville, TN
| | - Saiju Pyarajan
- Division of Aging (K.C., S.P., J.P.C. J.M.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Center for Data and Computational Sciences, VA Boston Healthcare System, Boston, MA (S.P.)
| | - David R. Gagnon
- Department of Biostatistics, Boston University School of Public Health, MA (D.R.G.)
| | - Philip S. Tsao
- VA Pal Alto Epidemiology Research and Information Center for Genomics, VA Palo Alto Health Care System, CA (P.S.T.)
- Medicine (Cardiovascular Medicine), Stanford University of School of Medicine, CA (P.S.T.)
| | - Sumitra Muralidhar
- Office of Research and Development, Veterans Health Administration, Washington, DC (S.M.)
| | - Todd L. Edwards
- Department of Veterans Affairs, Tennessee Valley Health Care System, Vanderbilt University, Nashville (T.L.E.)
- Medicine/Epidemiology, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN (T.L.E.)
| | - Scott M. Damrauer
- Department of Surgery, Corporal Michael Crescenz VA Medical Center and Perelman School of Medicine, University of Pennsylvania, Philadelphia (S.M.D.)
| | - Jacob Joseph
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- Division of Cardiovascular Medicine (J.J., T.A.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Lisa Pennells
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | - Peter W.F. Wilson
- Internal Medicine, VA Atlanta Healthcare System, Decatur, GA (P.W.F.W.)
- Emory University School of Medicine (Cardiology), Emory University, Atlanta, GA (P.W.F.W.)
| | - Seamus Harrison
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | - Thomas A. Gaziano
- Division of Cardiovascular Medicine (J.J., T.A.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA (T.A.G.)
| | - Michael Inouye
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia (E.L.M.B., M.I.)
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, UK (M.I., J.D., A.S.B., A.M.W., E.D.A.)
- The Alan Turing Institute, London, UK (M.I.)
| | - Colin Baigent
- Institute of Medicine, School of Public Health and Community Medicine (C.B.), Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Juan P. Casas
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- Division of Aging (K.C., S.P., J.P.C. J.M.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Claudia Langenberg
- MRC Epidemiology Unit, School of Clinical Medicine (C.L., N.W.), University of Cambridge, UK
- Computational Medicine, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Germany (C.L.)
| | - Nick Wareham
- MRC Epidemiology Unit, School of Clinical Medicine (C.L., N.W.), University of Cambridge, UK
| | - Elio Riboli
- The George Institute for Global Health (M.W.), Imperial College London, UK
| | - J.Michael Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA (L.G., K.C., R.J.S., D.C.P., P.S., J.J., J.P.C., J.M.G.)
- Division of Aging (K.C., S.P., J.P.C. J.M.G.), Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - John Danesh
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- BHF Centre of Research Excellence, School of Clinical Medicine, Addenbrooke’s Hospital (A.M.M., S. Burgess, J.D., A.M.W., A.S.B., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, UK (M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Department of Human Genetics, Wellcome Sanger Institute, Hinxton, UK (J.D.)
| | - Adriana M. Hung
- Division of Nephrology & Hypertension, Department of Medicine, Tennessee Valley Health Care System and Vanderbilt University Medical Center, Nashville (A.M.H.)
| | - Adam S. Butterworth
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- BHF Centre of Research Excellence, School of Clinical Medicine, Addenbrooke’s Hospital (A.M.M., S. Burgess, J.D., A.M.W., A.S.B., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, UK (M.I., J.D., A.S.B., A.M.W., E.D.A.)
| | - Angela M. Wood
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- BHF Centre of Research Excellence, School of Clinical Medicine, Addenbrooke’s Hospital (A.M.M., S. Burgess, J.D., A.M.W., A.S.B., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, UK (M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Cambridge Centre for AI in Medicine, UK (A.M.W.)
| | - Emanuele Di Angelantonio
- BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care (L.G., L.S., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., T.R.B., E.A., L.C., J.R.S., P.W., L. Pennells, S.H., M.I., J.D., A.S.B., A.M.W., E.D.A.)
- BHF Centre of Research Excellence, School of Clinical Medicine, Addenbrooke’s Hospital (A.M.M., S. Burgess, J.D., A.M.W., A.S.B., E.D.A.)
- Heart and Lung Research Institute, University of Cambridge, Cambridge UK (L.G., S. Bell, S.K.K., S. Burgess, K.M., A.M.M., E.A., L. Pennells, M.I., J.D., A.S.B., A.M.W., E.D.A.)
- NIHR Blood and Transplant Research Unit in Donor Health and Behaviour (S. Bell, T.R.B., E.A., J.D., A.S.B., A.M.W., E.D.A.), University of Cambridge, UK
- Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, UK (M.I., J.D., A.S.B., A.M.W., E.D.A.)
- Health Data Science Centre, Human Technopole, Milan, Italy (E.D.A.)
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Kotecha D, Asselbergs FW, Achenbach S, Anker SD, Atar D, Baigent C, Banerjee A, Beger B, Brobert G, Casadei B, Ceccarelli C, Cowie MR, Crea F, Cronin M, Denaxas S, Derix A, Fitzsimons D, Fredriksson M, Gale CP, Gkoutos GV, Goettsch W, Hemingway H, Ingvar M, Jonas A, Kazmierski R, Løgstrup S, Thomas Lumbers R, Lüscher TF, McGreavy P, Piña IL, Roessig L, Steinbeisser C, Sundgren M, Tyl B, van Thiel G, van Bochove K, Vardas PE, Villanueva T, Vrana M, Weber W, Weidinger F, Windecker S, Wood A, Grobbee DE. CODE-EHR best practice framework for the use of structured electronic healthcare records in clinical research. Eur Heart J 2022; 43:3578-3588. [PMID: 36208161 PMCID: PMC9452067 DOI: 10.1093/eurheartj/ehac426] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/21/2022] [Indexed: 11/29/2022] Open
Abstract
Big data is central to new developments in global clinical science aiming to improve the lives of patients. Technological advances have led to the routine use of structured electronic healthcare records with the potential to address key gaps in clinical evidence. The covid-19 pandemic has demonstrated the potential of big data and related analytics, but also important pitfalls. Verification, validation, and data privacy, as well as the social mandate to undertake research are key challenges. The European Society of Cardiology and the BigData@Heart consortium have brought together a range of international stakeholders, including patient representatives, clinicians, scientists, regulators, journal editors and industry. We propose the CODE-EHR Minimum Standards Framework as a means to improve the design of studies, enhance transparency and develop a roadmap towards more robust and effective utilisation of healthcare data for research purposes.
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Affiliation(s)
- Dipak Kotecha
- Institute of Cardiovascular Sciences, University of Birmingham, Medical School, Birmingham, UK
- University Hospitals Birmingham NHS Foundation Trust and Health Data Research UK Midlands, Birmingham, UK
- Department of Cardiology, Division of Heart and Lungs, University Medical Centre Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Folkert W Asselbergs
- Department of Cardiology, Division of Heart and Lungs, University Medical Centre Utrecht, University of Utrecht, Utrecht, Netherlands
- Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, London, UK
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
| | - Stephan Achenbach
- Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Stefan D Anker
- Department of Cardiology and Berlin Institute of Health Centre for Regenerative Therapies, German Centre for Cardiovascular Research (DZHK) partner site Berlin; Charité Universitätsmedizin Berlin, Germany
| | - Dan Atar
- Department of Cardiology, Oslo University Hospital, Ulleval, Oslo, Norway
- University of Oslo, Institute of Clinical Medicine, Oslo, Norway
| | - Colin Baigent
- MRC Population Health Research Unit, Nuffield Department of Population Health, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK
| | - Amitava Banerjee
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
- University College London Hospitals NHS Trust, London, UK
| | | | | | - Barbara Casadei
- Division of Cardiovascular Medicine, John Radcliffe Hospital, University of Oxford NIHR Oxford Biomedical Research Centre, Oxford, UK
| | | | - Martin R Cowie
- Royal Brompton Hospital, Division of Guy’s St Thomas’ NHS Foundation Trust, London, UK
- School of Cardiovascular Medicine Sciences, King’s College London, London, UK
| | - Filippo Crea
- Department of Cardiovascular and Pulmonary Sciences, Catholic University of the Sacred Heart, Rome, Italy
- European Heart Journal, Oxford University Press, University of Oxford, Oxford, UK
| | - Maureen Cronin
- Vifor Pharma, Glattbrugg, Switzerland and Ava AG, Zurich, Switzerland
| | - Spiros Denaxas
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
- Alan Turing Institute, London, UK
- British Heart Foundation Data Science Centre, London, UK
| | | | - Donna Fitzsimons
- School of Nursing and Midwifery, Queen’s University Belfast, Northern Ireland
| | - Martin Fredriksson
- Late Clinical Development, Cardiovascular, Renal and Metabolism (CVRM), Biopharmaceuticals RD, AstraZeneca, Gothenburg, Sweden
| | - Chris P Gale
- Leeds Institute of Cardiovascular and Metabolic Medicine and Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Georgios V Gkoutos
- University Hospitals Birmingham NHS Foundation Trust and Health Data Research UK Midlands, Birmingham, UK
- College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Wim Goettsch
- National Health Care Institute (ZIN), Diemen, Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, Netherlands
| | - Harry Hemingway
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
| | - Martin Ingvar
- Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden
- Department of Neuroradiology, Karolinska University Hospital Stockholm, Stockholm, Sweden
| | - Adrian Jonas
- Data and Analytics Group, National Institute for Health and Care Excellence, London, UK
| | - Robert Kazmierski
- Office of Cardiovascular Devices, US Food and Drug Administration, Silver Spring, MD, USA
| | | | - R Thomas Lumbers
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
- Barts Health NHS Trust and University College London Hospitals NHS Trust
| | - Thomas F Lüscher
- Centre for Molecular Cardiology, University of Zurich, Zurich, Switzerland
- Research, Education & Development, Royal Brompton and Harefield Hospitals, London, UK
- Faculty of Medicine, Imperial College London, London, UK
| | - Paul McGreavy
- European Society of Cardiology Patient Forum, European Society of Cardiology, Brussels, Belgium
| | - Ileana L Piña
- Central Michigan University College of Medicine, Midlands, MI, USA
- Centre for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, MD, USA
| | | | - Carl Steinbeisser
- Bayer AG, Leverkusen, Germany
- Steinbeisser Project Management, Munich, Germany
| | - Mats Sundgren
- Data Science AI, Biopharmaceuticals RD, AstraZeneca, Gothenburg, Sweden
| | - Benoît Tyl
- Centre for Therapeutic Innovation, Cardiovascular and Metabolic Disease, Institut de Recherches Internationales Servier, Suresnes, France
| | - Ghislaine van Thiel
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
| | | | - Panos E Vardas
- Hygeia, Mitera, Hospitals Hellenic Health Group, Athens, Greece
- European Heart Agency, European Society of Cardiology, Brussels, Belgium
| | | | | | | | | | - Stephan Windecker
- Department of Cardiology, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Angela Wood
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Diederick E Grobbee
- Department of Epidemiology, University Medical Centre Utrecht, Division Julius Centrum, Utrecht, Netherlands
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Zhou J, Wu R, Williams C, Emberson J, Reith C, Keech A, Robson J, Wilkinson K, Armitage J, Collins R, Gray A, Simes J, Baigent C, Mihaylova B. Impact of cardiovascular events on primary and hospital care costs: findings from UK Biobank study. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Need for primary and secondary healthcare increases following cardiovascular disease (CVD) events but there is no data on comparative increases in costs.
Purpose
To estimate annual primary care and hospital inpatient costs associated with key CVD and other adverse events using the UK Biobank (UKB) individual participant data.
Methods
UKB participants with linked primary care data (192,983 participants) or hospital inpatient episodes data (all 501,807 participants) contributed data to this study. The three categories of primary care services (patient consultations, diagnostic and monitoring tests, prescription medications), and hospital episodes were costed (2020 UK£) using the NHS England reference costs. Annual primary care costs and, separately, annual hospital inpatient costs were modelled as functions of participant characteristics at entry (socio-demographic, clinical, prior diseases) and time-updated first occurrences of myocardial infarction, stroke, coronary revascularization, incident cancer, incident diabetes, vascular death and non-vascular death during follow-up (p-value <0.01 in stepwise covariate selection). One-part generalized linear regression model (GLM) with Poisson distribution and identity link function was used for primary care costs, and two-part model was used for inpatient costs (part 1: logistic regression models probability of incurring costs; part 2: GLM with Poisson distribution and identity link function models costs conditional on incurring any). Separate models were fitted among participants with and without previous CVD at entry into UKB.
Results
Most adverse events were associated with excess primary care and hospital inpatient costs. Compared to people without previous CVD, people with previous CVD had on average larger excess primary care and hospital inpatient costs in years with myocardial infarction, stroke and vascular death; but similar excess costs in years with other events. Among both people without and with previous CVD, the excess annual primary care costs were less than 7% of the excess annual hospital inpatient costs for vascular events (Table). However, following diabetes diagnosis the excess annual primary care costs were higher than the excess annual hospital inpatient costs (Table).
Conclusions
These excess primary and hospital care costs associated with CVD events could inform assessments of interventions and policies to reduce CVD risks in UK.
Funding Acknowledgement
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): UK National Institute for Health Research (NIHR) Health Technology Assessment (HTA) Programme, UK Medical Research Council (MRC), British Heart Foundation
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Affiliation(s)
- J Zhou
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - R Wu
- Queen Mary University of London, Wolfson Institute of Population Health , London , United Kingdom
| | - C Williams
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - J Emberson
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - C Reith
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - A Keech
- University of Sydney, NHMRC Clinical Trials Centre , Sydney , Australia
| | - J Robson
- Queen Mary University of London, Wolfson Institute of Population Health , London , United Kingdom
| | - K Wilkinson
- Public Representative , Oxford , United Kingdom
| | - J Armitage
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - R Collins
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - A Gray
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - J Simes
- University of Sydney, NHMRC Clinical Trials Centre , Sydney , Australia
| | - C Baigent
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - B Mihaylova
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
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Mihaylova B, Wu R, Williams C, Zhou J, Schlackow I, Emberson J, Reith C, Keech A, Robson J, Wilkinson K, Armitage J, Collins R, Gray A, Simes J, Baigent C. Cost-effectiveness of statin therapy in categories of patients in the UK. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Cardiovascular disease (CVD) mortality has declined steadily over the last few decades across Europe and North America.
Purpose
To provide contemporary estimates of long-term effectiveness and cost-effectiveness of statin therapy in different categories of patients in UK.
Methods
The CTT-UKB micro-simulation model, developed using the Cholesterol Treatment Trialists' Collaboration data (CTT: 118,000 participants; 5 years follow-up), and calibrated in the UK Biobank cohort (UKB: 502,000 participants; 9 years follow-up). The model integrates parametric risk equations for incident myocardial infarction, stroke, coronary revascularization, diabetes, cancer and vascular and nonvascular death, and projects annually these endpoints and survival using patient characteristics at entry. UKB data and linked primary and hospital care data informed healthcare costs in the model (2020 UK£); 2021 UK NHS Drug Tariff informed statin costs (atorvastatin 40mg at £1.22 and 80mg at £1.68 per 28 tablets); and Health Survey for England data informed health-related quality of life in the model. Previous CTT meta-analysis, atorvastatin dose-response randomized trials, and further meta-analyses of statin trials and cohort studies informed effects of 40mg/80mg atorvastatin therapy daily on rates of incident myocardial infarction, stroke, coronary revascularization, vascular death, diabetes, myopathy and rhabdomyolysis.
The model was used to project gains in quality-adjusted life years (QALYs) and additional cost per QALY with lifetime use of atorvastatin 40mg or 80mg daily in categories of UKB participants by sex, age at statin initiation (40–49; 50–59 and 60–70 years), and 10-year CVD risk (QRISK3 risk (%): <5; 5–10, 10–15, 15–20, ≥20). Further scenarios explored effects of 5-year delay of statin initiation in people under 45 years of age or stopping statin therapy at 80 years of age.
Results
Across men and women in categories by age and CVD risk, lifetime use of atorvastatin 40mg daily was associated with increases in survival by 0.44–1.69 years (0.28–1.02 QALYs), and atorvastatin 80mg daily with increases in survival of 0.45–1.87 years (0.32–1.13 QALYs; Figure 1) with gains larger among participants at higher CVD risk. Both atorvastatin 40mg and 80mg doses were in the range of cost-effective treatments with incremental cost per QALY gained with atorvastatin 40mg daily versus no statin therapy below £7200/QALY and with atorvastatin 80mg vs 40mg daily below £16000/QALY (Figure 2) across all patient categories studied. Compared to lifetime statin therapy, stopping therapy at 80 years of age substantially reduced benefits and was not cost-effective in any patient category studied. Similarly, compared to immediate initiation, 5-year delay of statin therapy in 40–45 years old patients was not a cost-effective.
Conclusions
In the UK, statin therapy remains highly cost-effective across men and women 40–70 years old, including those at 10-year CVD risk <5%.
Funding Acknowledgement
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): UK National Institute for Health Research (NIHR) Health Technology Assessment (HTA) Programme, UK National Institute for Health Research (NIHR) Health Technology Assessment (HTA) Programme, UK Medical Research Council (MRC), British Heart Foundation
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Affiliation(s)
- B Mihaylova
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - R Wu
- Queen Mary University of London, Wolfson Institute of Population Health , London , United Kingdom
| | - C Williams
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - J Zhou
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - I Schlackow
- University of Oxford , Oxford , United Kingdom
| | - J Emberson
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - C Reith
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - A Keech
- University of Sydney, NHMRC Clinical Trials Centre , Sydney , Australia
| | - J Robson
- Queen Mary University of London, Wolfson Institute of Population Health , London , United Kingdom
| | - K Wilkinson
- Public Representative , Oxford , United Kingdom
| | - J Armitage
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - R Collins
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - A Gray
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - J Simes
- University of Sydney, NHMRC Clinical Trials Centre , Sydney , Australia
| | - C Baigent
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
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24
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Wu R, Williams C, Zhou J, Schlackow I, Emberson J, Reith C, Keech A, Robson J, Wilkinson K, Armitage J, Collins R, Gray A, Simes J, Baigent C, Mihaylova B. Benefit accrual with cardiovascular disease prevention and effects of discontinuation: a modelling study. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Statin therapy reduces rates of heart attacks and strokes and improves survival in people at increased cardiovascular disease (CVD) risk. However, there is some uncertainty when to start and how long to persist with statin therapy so as to optimise benefits.
Purpose
To project the accrual of benefit with statin therapy in population groups by age at therapy initiation using a newly developed micro-simulation model.
Methods
Participants without previous CVD (N=44,412) and with previous CVD (N=13,061) at entry were randomly selected from the UK Biobank cohort, ensuring sufficient representation in respective categories by age, LDL cholesterol, diabetes and 10-year CVD risk categories (QRISK3 score, for those without previous CVD only). The CTT-UKB model, a CVD micro-simulation model [1], was used to predict subsequent survival and quality-adjusted life years (QALYs) of the participants using their characteristics at entry. Treatment with atorvastatin 40mg daily was used as an example to illustrate the effect of the therapy compared to no such therapy. Scenarios include: (1) lifelong preventive therapy, (2) preventive therapy stopped at 80 years of age, and (3) delayed initiation of preventive therapy by 5 years in participants under 45 years of age.
Results
Statin treatment benefits, measured in QALYs gained, accrue over lifetime. The majority of benefits accrue later in life. Men accumulate larger benefits and earlier than women (Figure 1A). The pattern of benefits accrual is similar for participants with and without previous CVD (data not shown). The higher the participants' CVD risk, the larger and earlier the benefits, with younger participants accruing larger benefits (Figure 1B). Compared with lifelong prevention, stopping treatment at 80 years of age leads to large reductions in overall benefits, especially in women and those at lower CVD risk. For example, compared to lifelong therapy, people without previous CVD who initiate therapy in their 50s, would lose 47% of QALYs benefit (if men), 66% (if women), 73% (if with CVD risk <5%), and 35% (if with CVD risk ≥20%), respectively, if they stop treatment when they reach 80 years of age. Five-year delay of statin therapy initiation in people under 45 years of age reduces their benefits by about 4% on average, though the loss is somewhat larger in people at higher CVD risk (Figure 2).
Conclusion
Benefits from lifelong cardiovascular prevention accrue over peoples' lifespan with large share of benefits accruing at older age. Stopping treatment earlier substantially reduces benefits.
Funding Acknowledgement
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): UK NationalInstitute for Health Research (NIHR) Health Technology Assessment (HTA) Programme, UK Medical Research Council (MRC), and British Heart Foundation
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Affiliation(s)
- R Wu
- Queen Mary University of London, Wolfson Institute of Population Health , London , United Kingdom
| | - C Williams
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - J Zhou
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - I Schlackow
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - J Emberson
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - C Reith
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - A Keech
- University of Sydney, NHMRC Clinical Trials Centre , Sydney , Australia
| | - J Robson
- Queen Mary University of London, Wolfson Institute of Population Health , London , United Kingdom
| | - K Wilkinson
- Public Representative , Oxford , United Kingdom
| | - J Armitage
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - R Collins
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - A Gray
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - J Simes
- University of Sydney, NHMRC Clinical Trials Centre , Sydney , Australia
| | - C Baigent
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - B Mihaylova
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
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25
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Kotecha D, Asselbergs FW, Achenbach S, Anker SD, Atar D, Baigent C, Banerjee A, Beger B, Brobert G, Casadei B, Ceccarelli C, Cowie MR, Crea F, Cronin M, Denaxas S, Derix A, Fitzsimons D, Fredriksson M, Gale CP, Gkoutos GV, Goettsch W, Hemingway H, Ingvar M, Jonas A, Kazmierski R, Løgstrup S, Lumbers RT, Lüscher TF, McGreavy P, Piña IL, Roessig L, Steinbeisser C, Sundgren M, Tyl B, Thiel GV, Bochove KV, Vardas PE, Villanueva T, Vrana M, Weber W, Weidinger F, Windecker S, Wood A, Grobbee DE. CODE-EHR best-practice framework for the use of structured electronic health-care records in clinical research. Lancet Digit Health 2022; 4:e757-e764. [PMID: 36050271 DOI: 10.1016/s2589-7500(22)00151-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 07/20/2022] [Indexed: 11/16/2022]
Abstract
Big data is important to new developments in global clinical science that aim to improve the lives of patients. Technological advances have led to the regular use of structured electronic health-care records with the potential to address key deficits in clinical evidence that could improve patient care. The COVID-19 pandemic has shown this potential in big data and related analytics but has also revealed important limitations. Data verification, data validation, data privacy, and a mandate from the public to conduct research are important challenges to effective use of routine health-care data. The European Society of Cardiology and the BigData@Heart consortium have brought together a range of international stakeholders, including representation from patients, clinicians, scientists, regulators, journal editors, and industry members. In this Review, we propose the CODE-EHR minimum standards framework to be used by researchers and clinicians to improve the design of studies and enhance transparency of study methods. The CODE-EHR framework aims to develop robust and effective utilisation of health-care data for research purposes.
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Affiliation(s)
- Dipak Kotecha
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK; Health Data Research UK Midlands, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; Department of Cardiology, Division of Heart and Lungs, University of Utrecht, Utrecht, Netherlands.
| | - Folkert W Asselbergs
- Health Data Research UK London, London, UK; Institute of Cardiovascular Science and Institute of Health Informatics, Faculty of Population Health Sciences, University College London, London, UK
| | - Stephan Achenbach
- Department of Cardiology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Stefan D Anker
- Department of Cardiology and Berlin Institute of Health Centre for Regenerative Therapies, German Centre for Cardiovascular Research, Charité Universitätsmedizin, Berlin, Germany
| | - Dan Atar
- Department of Cardiology, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Colin Baigent
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, Oxford, UK; Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK
| | - Amitava Banerjee
- Health Data Research UK London, London, UK; University College London Hospitals NHS Trust, London, UK
| | | | | | - Barbara Casadei
- Division of Cardiovascular Medicine, John Radcliffe Hospital, University of Oxford National Institute for Health and Care Research Oxford Biomedical Research Centre, Oxford, UK
| | | | - Martin R Cowie
- Royal Brompton Hospital, Guy's and St Thomas' NHS Foundation Trust, London, UK; School of Cardiovascular Medicine Sciences, King's College London, London, UK
| | - Filippo Crea
- European Heart Journal, Oxford University Press, University of Oxford, Oxford, UK; Department of Cardiovascular and Pulmonary Sciences, Catholic University of the Sacred Heart, Rome, Italy
| | - Maureen Cronin
- Vifor Pharma, Glattbrugg, Switzerland; Ava, Zurich, Switzerland
| | - Spiros Denaxas
- Health Data Research UK London, London, UK; Alan Turing Institute, London, UK; British Heart Foundation Data Science Centre, London, UK
| | | | - Donna Fitzsimons
- School of Nursing and Midwifery, Queen's University Belfast, Northern Ireland
| | - Martin Fredriksson
- Late Clinical Development, Cardiovascular, Renal and Metabolism, Biopharmaceuticals, AstraZeneca, Gothenburg, Sweden
| | - Chris P Gale
- Leeds Institute of Cardiovascular and Metabolic Medicine and Leeds Institute for Data Analytics, University of Leeds, Leeds, UK; Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Georgios V Gkoutos
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Health Data Research UK Midlands, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Wim Goettsch
- University Medical Centre Utrecht, and Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, University of Utrecht, Utrecht, Netherlands; National Health Care Institute, Diemen, Netherlands
| | | | - Martin Ingvar
- Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden; Department of Neuroradiology, Karolinska University Hospital Stockholm, Stockholm, Sweden
| | - Adrian Jonas
- Data and Analytics Group, National Institute for Health and Care Excellence, London, UK
| | - Robert Kazmierski
- Office of Cardiovascular Devices, US Food and Drug Administration, Silver Spring, MD, USA
| | | | - R Thomas Lumbers
- Health Data Research UK London, London, UK; Institute of Health Informatics, Barts Health NHS Trust and University College London Hospitals NHS Trust, London, UK
| | - Thomas F Lüscher
- Centre for Molecular Cardiology, University of Zurich, Zurich, Switzerland; Research, Education and Development, Royal Brompton and Harefield Hospitals, London, UK; Faculty of Medicine, Imperial College London, London, UK
| | - Paul McGreavy
- European Society of Cardiology Patient Forum, European Society of Cardiology, Brussels, Belgium
| | - Ileana L Piña
- Centre for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, MD, USA; College of Medicine, Central Michigan University, Midlands MI, USA
| | | | - Carl Steinbeisser
- Bayer, Leverkusen, Germany; Steinbeisser Project Management, Munich, Germany
| | - Mats Sundgren
- Data Science and Artificial Intelligence, Biopharmaceuticals, AstraZeneca, Gothenburg, Sweden
| | - Benoît Tyl
- Centre for Therapeutic Innovation, Cardiovascular and Metabolic Disease, Institut de Recherches Internationales Servier, Suresnes, France
| | - Ghislaine van Thiel
- Julius Center for Health Sciences and Primary Care, University of Utrecht, Utrecht, Netherlands
| | | | - Panos E Vardas
- Hygeia, Mitera, Hospitals Hellenic Health Group, Athens, Greece; European Heart Agency, European Society of Cardiology, Brussels, Belgium
| | | | | | - Wim Weber
- The British Medical Journal, London, UK
| | | | - Stephan Windecker
- Department of Cardiology, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Angela Wood
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
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Wang X, Mobley AR, Tica O, Okoth K, Ghosh RE, Myles P, Williams T, Haynes S, Nirantharakumar K, Shukla D, Kotecha D, Mehta S, Breeze S, Lancaster K, Fordyce S, Allen N, Calvert M, Denniston A, Gkoutos G, Jayawardana S, Ball S, Baigent C, Brocklehurst P, Lester W, McManus R, Seri S, Valentine J, Camm AJ, Haynes S, Moore DJ, Rogers A, Stanbury M, Flather M, Walker S, Wang D. Systematic approach to outcome assessment from coded electronic healthcare records in the DaRe2THINK NHS-embedded randomized trial . Eur Heart J Digit Health 2022; 3:426-436. [PMID: 36712153 PMCID: PMC9708037 DOI: 10.1093/ehjdh/ztac046] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 08/15/2022] [Indexed: 02/01/2023]
Abstract
Aims Improving the efficiency of clinical trials is key to their continued importance in directing evidence-based patient care. Digital innovations, in particular the use of electronic healthcare records (EHRs), allow for large-scale screening and follow up of participants. However, it is critical these developments are accompanied by robust and transparent methods that can support high-quality and high clinical value research. Methods and results The DaRe2THINK trial includes a series of novel processes, including nationwide pseudonymized pre screening of the primary-care EHR across England, digital enrolment, remote e-consent, and 'no-visit' follow up by linking all primary- and secondary-care health data with patient-reported outcomes. DaRe2THINK is a pragmatic, healthcare-embedded randomized trial testing whether earlier use of direct oral anticoagulants in patients with prior or current atrial fibrillation can prevent thromboembolic events and cognitive decline (www.birmingham.ac.uk/dare2think). This study outlines the systematic approach and methodology employed to define patient information and outcome events. This includes transparency on all medical code lists and phenotypes used in the trial across a variety of national data sources, including Clinical Practice Research Datalink Aurum (primary care), Hospital Episode Statistics (secondary care), and the Office for National Statistics (mortality). Conclusion Co-designed by a patient and public involvement team, DaRe2THINK presents an opportunity to transform the approach to randomized trials in the setting of routine healthcare, providing high-quality evidence generation in populations representative of the community at risk.
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Affiliation(s)
- Xiaoxia Wang
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK,Health Data Research UK Midlands, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Alastair R Mobley
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK,Health Data Research UK Midlands, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Otilia Tica
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK
| | - Kelvin Okoth
- Institute of Applied Health Sciences, University of Birmingham, Birmingham, UK
| | - Rebecca E Ghosh
- Clinical Practice Research Datalink, Medicines and Healthcare products Regulatory Agency, London, UK
| | - Puja Myles
- Clinical Practice Research Datalink, Medicines and Healthcare products Regulatory Agency, London, UK
| | - Tim Williams
- Clinical Practice Research Datalink, Medicines and Healthcare products Regulatory Agency, London, UK
| | | | | | - David Shukla
- Institute of Applied Health Sciences, University of Birmingham, Birmingham, UK,Primary Care Clinical Research, NIHR Clinical Research Network West Midlands, Birmingham, UK
| | - Dipak Kotecha
- Corresponding author. Heritage Building, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Mindelsohn Way, Birmingham, B15 2GW, UK. Tel: +44 121 3718122,
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27
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Pitcher A, Spata E, Emberson J, Davies K, Halls H, Holland L, Wilson K, Reith C, Child AH, Clayton T, Dodd M, Flather M, Jin XY, Sandor G, Groenink M, Mulder B, De Backer J, Evangelista A, Forteza A, Teixido-Turà G, Boileau C, Jondeau G, Milleron O, Lacro RV, Sleeper LA, Chiu HH, Wu MH, Neubauer S, Watkins H, Dietz H, Baigent C. Angiotensin receptor blockers and β blockers in Marfan syndrome: an individual patient data meta-analysis of randomised trials. Lancet 2022; 400:822-831. [PMID: 36049495 PMCID: PMC7613630 DOI: 10.1016/s0140-6736(22)01534-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/01/2022] [Accepted: 08/03/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Angiotensin receptor blockers (ARBs) and β blockers are widely used in the treatment of Marfan syndrome to try to reduce the rate of progressive aortic root enlargement characteristic of this condition, but their separate and joint effects are uncertain. We aimed to determine these effects in a collaborative individual patient data meta-analysis of randomised trials of these treatments. METHODS In this meta-analysis, we identified relevant trials of patients with Marfan syndrome by systematically searching MEDLINE, Embase, and CENTRAL from database inception to Nov 2, 2021. Trials were eligible if they involved a randomised comparison of an ARB versus control or an ARB versus β blocker. We used individual patient data from patients with no prior aortic surgery to estimate the effects of: ARB versus control (placebo or open control); ARB versus β blocker; and indirectly, β blocker versus control. The primary endpoint was the annual rate of change of body surface area-adjusted aortic root dimension Z score, measured at the sinuses of Valsalva. FINDINGS We identified ten potentially eligible trials including 1836 patients from our search, from which seven trials and 1442 patients were eligible for inclusion in our main analyses. Four trials involving 676 eligible participants compared ARB with control. During a median follow-up of 3 years, allocation to ARB approximately halved the annual rate of change in the aortic root Z score (mean annual increase 0·07 [SE 0·02] ARB vs 0·13 [SE 0·02] control; absolute difference -0·07 [95% CI -0·12 to -0·01]; p=0·012). Prespecified secondary subgroup analyses showed that the effects of ARB were particularly large in those with pathogenic variants in fibrillin-1, compared with those without such variants (heterogeneity p=0·0050), and there was no evidence to suggest that the effect of ARB varied with β-blocker use (heterogeneity p=0·54). Three trials involving 766 eligible participants compared ARBs with β blockers. During a median follow-up of 3 years, the annual change in the aortic root Z score was similar in the two groups (annual increase -0·08 [SE 0·03] in ARB groups vs -0·11 [SE 0·02] in β-blocker groups; absolute difference 0·03 [95% CI -0·05 to 0·10]; p=0·48). Thus, indirectly, the difference in the annual change in the aortic root Z score between β blockers and control was -0·09 (95% CI -0·18 to 0·00; p=0·042). INTERPRETATION In people with Marfan syndrome and no previous aortic surgery, ARBs reduced the rate of increase of the aortic root Z score by about one half, including among those taking a β blocker. The effects of β blockers were similar to those of ARBs. Assuming additivity, combination therapy with both ARBs and β blockers from the time of diagnosis would provide even greater reductions in the rate of aortic enlargement than either treatment alone, which, if maintained over a number of years, would be expected to lead to a delay in the need for aortic surgery. FUNDING Marfan Foundation, the Oxford British Heart Foundation Centre for Research Excellence, and the UK Medical Research Council.
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Affiliation(s)
- Alex Pitcher
- The Heart Centre, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, UK; Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Enti Spata
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Jonathan Emberson
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Kelly Davies
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Heather Halls
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Lisa Holland
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Kate Wilson
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Christina Reith
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Anne H Child
- Royal Brompton and Harefield Hospitals Unit, Guy's and St Thomas' NHS Trust and Department of Surgery and Oncology, Imperial College London, London, UK
| | - Tim Clayton
- Clinical Trials Unit, Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
| | - Matthew Dodd
- Clinical Trials Unit, Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
| | - Marcus Flather
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
| | - Xu Yu Jin
- The Heart Centre, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - George Sandor
- Children's Heart Centre, British Columbia's Children's Hospital, Vancouver, BC, Canada; Department of Paediatrics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Maarten Groenink
- Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands; European Reference Network for Rare Multisystemic Vascular Disease (VASCERN), HTAD Rare Disease Working Group, Amsterdam, The Netherlands
| | - Barbara Mulder
- Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands; European Reference Network for Rare Multisystemic Vascular Disease (VASCERN), HTAD Rare Disease Working Group, Amsterdam, The Netherlands
| | - Julie De Backer
- Center for Medical Genetics and Department of Cardiology, Ghent University Hospital, Ghent, Belgium; European Reference Network for Rare Multisystemic Vascular Disease (VASCERN), HTAD Rare Disease Working Group, Ghent, Belgium
| | - Arturo Evangelista
- Servei de Cardiologia, Hospital Universitari Vall d'Hebron, Barcelona, Spain; European Reference Network for Rare Multisystemic Vascular Disease (VASCERN), HTAD Rare Disease Working Group, Barcelona, Spain
| | | | - Gisela Teixido-Turà
- Department of Cardiology, Hospital Universitari Vall d'Hebron, CIBER-CV, Vall d'Hebron institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; European Reference Network for Rare Multisystemic Vascular Disease (VASCERN), HTAD Rare Disease Working Group, Barcelona, Spain
| | - Catherine Boileau
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm U1148, LVTS, F-75018 Paris, France; Service de Cardiologie, AP-HP Hôpital Bichat-Claude Bernard, F-75018, Paris, France; CRMR Syndrome de Marfan et apparentés. AP-HP Hôpital Bichat-Claude Bernard, F-75018, Paris, France; European Reference Network for Rare Multisystemic Vascular Disease (VASCERN), HTAD Rare Disease Working Group, Paris, France
| | - Guillaume Jondeau
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm U1148, LVTS, F-75018 Paris, France; Service de Cardiologie, AP-HP Hôpital Bichat-Claude Bernard, F-75018, Paris, France; CRMR Syndrome de Marfan et apparentés. AP-HP Hôpital Bichat-Claude Bernard, F-75018, Paris, France; European Reference Network for Rare Multisystemic Vascular Disease (VASCERN), HTAD Rare Disease Working Group, Paris, France
| | - Olivier Milleron
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm U1148, LVTS, F-75018 Paris, France; Service de Cardiologie, AP-HP Hôpital Bichat-Claude Bernard, F-75018, Paris, France; CRMR Syndrome de Marfan et apparentés. AP-HP Hôpital Bichat-Claude Bernard, F-75018, Paris, France; European Reference Network for Rare Multisystemic Vascular Disease (VASCERN), HTAD Rare Disease Working Group, Paris, France
| | - Ronald V Lacro
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA; Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Lynn A Sleeper
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA; Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Hsin-Hui Chiu
- Department of Pediatrics, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan
| | - Mei-Hwan Wu
- Department of Pediatrics and Adult Congenital Heart Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Stefan Neubauer
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, University of Oxford, Oxford, UK
| | - Hugh Watkins
- Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Hal Dietz
- Howard Hughes Medical Institute and Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Colin Baigent
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
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Kotecha D, Asselbergs FW, Achenbach S, Anker SD, Atar D, Baigent C, Banerjee A, Beger B, Brobert G, Casadei B, Ceccarelli C, Cowie MR, Crea F, Cronin M, Denaxas S, Derix A, Fitzsimons D, Fredriksson M, Gale CP, Gkoutos GV, Goettsch W, Hemingway H, Ingvar M, Jonas A, Kazmierski R, Løgstrup S, Lumbers RT, Lüscher TF, McGreavy P, Piña IL, Roessig L, Steinbeisser C, Sundgren M, Tyl B, van Thiel G, van Bochove K, Vardas PE, Villanueva T, Vrana M, Weber W, Weidinger F, Windecker S, Wood A, Grobbee DE. CODE-EHR best practice framework for the use of structured electronic healthcare records in clinical research. BMJ 2022; 378:e069048. [PMID: 36562446 PMCID: PMC9403753 DOI: 10.1136/bmj-2021-069048] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/21/2022] [Indexed: 12/27/2022]
Affiliation(s)
- Dipak Kotecha
- Institute of Cardiovascular Sciences, University of Birmingham, Medical School, Birmingham, UK
- Department of Cardiology, Division of Heart and Lungs, University Medical Centre Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Folkert W Asselbergs
- Department of Cardiology, Division of Heart and Lungs, University Medical Centre Utrecht, University of Utrecht, Utrecht, Netherlands
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
| | - Stephan Achenbach
- Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Stefan D Anker
- Department of Cardiology and Berlin Institute of Health Centre for Regenerative Therapies, German Centre for Cardiovascular Research (DZHK) partner site Berlin; Charité Universitätsmedizin Berlin, Germany
| | - Dan Atar
- Department of Cardiology, Oslo University Hospital, Ulleval, Oslo, Norway
- University of Oslo, Institute of Clinical Medicine, Oslo, Norway
| | - Colin Baigent
- MRC Population Health Research Unit, Nuffield Department of Population Health, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK
| | - Amitava Banerjee
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
- University College London Hospitals NHS Trust, London, UK
| | | | | | - Barbara Casadei
- Division of Cardiovascular Medicine, John Radcliffe Hospital, University of Oxford NIHR Oxford Biomedical Research Centre, Oxford, UK
| | | | - Martin R Cowie
- Royal Brompton Hospital, Division of Guy's St Thomas' NHS Foundation Trust, London, UK
- School of Cardiovascular Medicine Sciences, King's College London, London, UK
| | - Filippo Crea
- Department of Cardiovascular and Pulmonary Sciences, Catholic University of the Sacred Heart, Rome, Italy
- European Heart Journal, Oxford University Press, University of Oxford, Oxford, UK
| | - Maureen Cronin
- Vifor Pharma, Glattbrugg, Switzerland and Ava AG, Zurich, Switzerland
| | - Spiros Denaxas
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
- Alan Turing Institute, London, UK
- British Heart Foundation Data Science Centre, London, UK
| | | | - Donna Fitzsimons
- School of Nursing and Midwifery, Queen's University Belfast, Northern Ireland
| | - Martin Fredriksson
- Late Clinical Development, Cardiovascular, Renal and Metabolism (CVRM), Biopharmaceuticals RD, AstraZeneca, Gothenburg, Sweden
| | - Chris P Gale
- Leeds Institute of Cardiovascular and Metabolic Medicine and Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Georgios V Gkoutos
- University Hospitals Birmingham NHS Foundation Trust and Health Data Research UK Midlands, Birmingham, UK
- College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Wim Goettsch
- National Health Care Institute (ZIN), Diemen, Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, Netherlands
| | - Harry Hemingway
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
| | - Martin Ingvar
- Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden
- Department of Neuroradiology, Karolinska University Hospital Stockholm, Stockholm, Sweden
| | - Adrian Jonas
- Data and Analytics Group, National Institute for Health and Care Excellence, London, UK
| | - Robert Kazmierski
- Office of Cardiovascular Devices, US Food and Drug Administration, Silver Spring, MD, USA
| | | | - R Thomas Lumbers
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
- Barts Health NHS Trust and University College London Hospitals NHS Trust
| | - Thomas F Lüscher
- Centre for Molecular Cardiology, University of Zurich, Zurich, Switzerland
- Faculty of Medicine, Imperial College London, London, UK
| | - Paul McGreavy
- European Society of Cardiology Patient Forum, European Society of Cardiology, Brussels, Belgium
| | - Ileana L Piña
- Central Michigan University College of Medicine, Midlands, MI, USA
- Centre for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, MD, USA
| | | | - Carl Steinbeisser
- Bayer AG, Leverkusen, Germany
- Steinbeisser Project Management, Munich, Germany
| | - Mats Sundgren
- Data Science AI, Biopharmaceuticals RD, AstraZeneca, Gothenburg, Sweden
| | - Benoît Tyl
- Centre for Therapeutic Innovation, Cardiovascular and Metabolic Disease, Institut de Recherches Internationales Servier, Suresnes, France
| | - Ghislaine van Thiel
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
| | | | - Panos E Vardas
- Hygeia, Mitera, Hospitals Hellenic Health Group, Athens, Greece
- European Heart Agency, European Society of Cardiology, Brussels, Belgium
| | | | | | | | | | - Stephan Windecker
- Department of Cardiology, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Angela Wood
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Diederick E Grobbee
- Department of Epidemiology, University Medical Centre Utrecht, Division Julius Centrum, Utrecht, Netherlands
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Baigent C, Windecker S, Andreini D, Arbelo E, Barbato E, Bartorelli AL, Baumbach A, Behr ER, Berti S, Bueno H, Capodanno D, Cappato R, Chieffo A, Collet JP, Cuisset T, de Simone G, Delgado V, Dendale P, Dudek D, Edvardsen T, Elvan A, González-Juanatey JR, Gori M, Grobbee D, Guzik TJ, Halvorsen S, Haude M, Heidbuchel H, Hindricks G, Ibanez B, Karam N, Katus H, Klok FA, Konstantinides SV, Landmesser U, Leclercq C, Leonardi S, Lettino M, Marenzi G, Mauri J, Metra M, Morici N, Mueller C, Petronio AS, Polovina MM, Potpara T, Praz F, Prendergast B, Prescott E, Price S, Pruszczyk P, Rodríguez-Leor O, Roffi M, Romaguera R, Rosenkranz S, Sarkozy A, Scherrenberg M, Seferovic P, Senni M, Spera FR, Stefanini G, Thiele H, Tomasoni D, Torracca L, Touyz RM, Wilde AA, Williams B. ESC guidance for the diagnosis and management of cardiovascular disease during the COVID-19 pandemic: part 2-care pathways, treatment, and follow-up. Cardiovasc Res 2022; 118:1618-1666. [PMID: 34864876 PMCID: PMC8690236 DOI: 10.1093/cvr/cvab343] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
AIMS Since its emergence in early 2020, the novel severe acute respiratory syndrome coronavirus 2 causing coronavirus disease 2019 (COVID-19) has reached pandemic levels, and there have been repeated outbreaks across the globe. The aim of this two part series is to provide practical knowledge and guidance to aid clinicians in the diagnosis and management of cardiovascular (CV) disease in association with COVID-19. METHODS AND RESULTS A narrative literature review of the available evidence has been performed, and the resulting information has been organized into two parts. The first, which was reported previously, focused on the epidemiology, pathophysiology, and diagnosis of CV conditions that may be manifest in patients with COVID-19. This second part addresses the topics of: care pathways and triage systems and management and treatment pathways, both of the most commonly encountered CV conditions and of COVID-19; and information that may be considered useful to help patients with CV disease (CVD) to avoid exposure to COVID-19. CONCLUSION This comprehensive review is not a formal guideline but rather a document that provides a summary of current knowledge and guidance to practicing clinicians managing patients with CVD and COVID-19. The recommendations are mainly the result of observations and personal experience from healthcare providers. Therefore, the information provided here may be subject to change with increasing knowledge, evidence from prospective studies, and changes in the pandemic. Likewise, the guidance provided in the document should not interfere with recommendations provided by local and national healthcare authorities.
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Baigent C, Windecker S, Andreini D, Arbelo E, Barbato E, Bartorelli AL, Baumbach A, Behr ER, Berti S, Bueno H, Capodanno D, Cappato R, Chieffo A, Collet JP, Cuisset T, de Simone G, Delgado V, Dendale P, Dudek D, Edvardsen T, Elvan A, González-Juanatey JR, Gori M, Grobbee D, Guzik TJ, Halvorsen S, Haude M, Heidbuchel H, Hindricks G, Ibanez B, Karam N, Katus H, Klok FA, Konstantinides SV, Landmesser U, Leclercq C, Leonardi S, Lettino M, Marenzi G, Mauri J, Metra M, Morici N, Mueller C, Petronio AS, Polovina MM, Potpara T, Praz F, Prendergast B, Prescott E, Price S, Pruszczyk P, Rodríguez-Leor O, Roffi M, Romaguera R, Rosenkranz S, Sarkozy A, Scherrenberg M, Seferovic P, Senni M, Spera FR, Stefanini G, Thiele H, Tomasoni D, Torracca L, Touyz RM, Wilde AA, Williams B. European Society of Cardiology guidance for the diagnosis and management of cardiovascular disease during the COVID-19 pandemic: part 1-epidemiology, pathophysiology, and diagnosis. Cardiovasc Res 2022; 118:1385-1412. [PMID: 34864874 PMCID: PMC8690255 DOI: 10.1093/cvr/cvab342] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
AIMS Since its emergence in early 2020, the novel severe acute respiratory syndrome coronavirus 2 causing coronavirus disease 2019 (COVID-19) has reached pandemic levels, and there have been repeated outbreaks across the globe. The aim of this two-part series is to provide practical knowledge and guidance to aid clinicians in the diagnosis and management of cardiovascular disease (CVD) in association with COVID-19. METHODS AND RESULTS A narrative literature review of the available evidence has been performed, and the resulting information has been organized into two parts. The first, reported here, focuses on the epidemiology, pathophysiology, and diagnosis of cardiovascular (CV) conditions that may be manifest in patients with COVID-19. The second part, which will follow in a later edition of the journal, addresses the topics of care pathways, treatment, and follow-up of CV conditions in patients with COVID-19. CONCLUSION This comprehensive review is not a formal guideline but rather a document that provides a summary of current knowledge and guidance to practicing clinicians managing patients with CVD and COVID-19. The recommendations are mainly the result of observations and personal experience from healthcare providers. Therefore, the information provided here may be subject to change with increasing knowledge, evidence from prospective studies, and changes in the pandemic. Likewise, the guidance provided in the document should not interfere with recommendations provided by local and national healthcare authorities.
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Affiliation(s)
- Colin Baigent
- MRC Population Health Research Unit, Nuffield Department of Population Health, Richard Doll Building, Old Road Campus, Roosevelt Drive, Oxford OX3 7LF, UK
| | - Stephan Windecker
- Department of Cardiology, Inselspital, Bern University Hospital, Freiburgstrasse 4, 3010 Bern, Switzerland
| | - Daniele Andreini
- Centro Cardiologico Monzino, IRCCS, Milan, Italy
- Department of Clinical Sciences and Community Health, Hospital Clínic
| | - Elena Arbelo
- Arrhythmia Section, Cardiology Department, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
- ECGen, the Cardiogenetics Focus Group of EHRA
| | - Emanuele Barbato
- Department of Advanced Biomedical Sciences, Federico II University, Naples, Italy
- Cardiovascular Center Aalst, OLV Hospital, Aalst, Belgium
| | - Antonio L Bartorelli
- Centro Cardiologico Monzino, IRCCS, Milan, Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
- Department of Biomedical and Clinical Sciences "Luigi Sacco", University of Milan, Milan, Italy
| | - Andreas Baumbach
- Centre for Cardiovascular Medicine and Devices, William Harvey Research Institute, Queen Mary University of London and Barts Heart Centre, London, UK
- Yale University School of Medicine, New Haven, CT, USA
| | - Elijah R Behr
- ECGen, the Cardiogenetics Focus Group of EHRA
- Cardiology Clinical Academic Group, Institute of Molecular and Clinical Sciences, St George's, University of London, London, UK
- St George's University Hospitals NHS Foundation Trust, London, UK
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart (ERN GUARDHEART)
| | - Sergio Berti
- U.O.C. Cardiologia Diagnostica e Interventistica, Dipartimento Cardiotoracico, Fondazione Toscana G. Monasterio - Ospedale del Cuore G. Pasquinucci, Massa, Italy
| | - Héctor Bueno
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
- Cardiology Department, Hospital Universitario 12 de Octubre and Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
| | - Davide Capodanno
- Division of Cardiology, A.O.U. Policlinico "G. Rodolico-San Marco" University of Catania, Catania, Italy
| | - Riccardo Cappato
- Arrhythmia & Electrophysiology Center, IRCCS Gruppo MultiMedica, Sesto San Giovanni, Milan, Italy
| | | | - Jean-Philippe Collet
- Sorbonne Université, ACTION study group, Institut de Cardiologie, Pitié Salpêtrière Hospital (AP-HP), Paris, France
| | - Thomas Cuisset
- Département de Cardiologie, CHU Timone, Marseille, France
- INSERM, UMR1062, Nutrition, Obesity and Risk of Thrombosis, Marseille, France
- Faculté de Médecine, Aix-Marseille Université, Marseille, France
| | - Giovanni de Simone
- Department of Advanced Biomedical Sciences, Federico II University, Naples, Italy
- Hypertension Research Center, Federico II University Hospital, Naples, Italy
| | - Victoria Delgado
- Heart Lung Centrum, Leiden University Medical Center, Leiden, The Netherlands
| | - Paul Dendale
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine and Life Sciences, Uhasselt, Diepenbeek, Belgium
| | - Dariusz Dudek
- Institute of Cardiology, Jagiellonian University Medical College, Kraków, Poland
- Maria Cecilia Hospital, GVM Care&Research, Cotignola (RA), Ravenna, Italy
| | - Thor Edvardsen
- Department of Cardiology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Arif Elvan
- Isala Heart Center, Zwolle, The Netherlands
| | - José R González-Juanatey
- Cardiology Department, University Hospital, IDIS, CIBERCV, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Mauro Gori
- Cardiovascular Department and Cardiology Unit, Papa Giovanni XXIII Hospital-Bergamo, Bergamo, Italy
| | - Diederick Grobbee
- Julius Global Health, the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Tomasz J Guzik
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
- Department of Medicine, Jagiellonian University College of Medicine, Kraków, Poland
| | - Sigrun Halvorsen
- Department of Cardiology, Oslo University Hospital Ulleval, Oslo, Norway
- University of Oslo, Oslo, Norway
| | - Michael Haude
- Medical Clinic I, Städtische Kliniken Neuss, Lukaskrankenhaus GmbH, Neuss, Germany
| | - Hein Heidbuchel
- Department of Cardiology, University Hospital Antwerp and University of Antwerp, Antwerp, Belgium
| | - Gerhard Hindricks
- Department of Internal Medicine/Cardiology/Electrophysiology, Heart Center Leipzig, University Hospital Leipzig, Leipzig, Germany
- Leipzig Heart Institute (LHI), Leipzig, Germany
| | - Borja Ibanez
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
- IIS-Fundación Jiménez Díaz Hospital, Madrid, Spain
| | - Nicole Karam
- Université de Paris, PARCC, INSERM, Paris, France
- European Hospital Georges Pompidou, Paris, France
| | - Hugo Katus
- Department of Internal Medicine, University Hospital of Heidelberg, Heidelberg, Germany
| | - Fredrikus A Klok
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, The Netherlands
| | - Stavros V Konstantinides
- Center for Thrombosis and Hemostasis, Johannes Gutenberg University Mainz, Mainz, Germany
- Department of Cardiology, Democritus University of Thrace, Alexandroupolis, Greece
| | - Ulf Landmesser
- Department of Cardiology, Charite University Medicine Berlin, Berlin, Germany
- Berlin Institute of Health (BIH), German Center of Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
| | | | - Sergio Leonardi
- University of Pavia, Pavia, Italy
- Fondazione IRCCS Policlinico S.Matteo, Pavia, Italy
| | - Maddalena Lettino
- Cardio-Thoracic and Vascular Department, San Gerardo Hospital, ASST-Monza, Monza, Italy
| | | | - Josepa Mauri
- Institut del Cor, Hospital Universitari Germans Trias i Pujol, Badalona, Spain
- Health Department of the Government of Catalonia, Barcelona, Spain
| | - Marco Metra
- Institute of Cardiology, ASST Spedali Civili di Brescia, Brescia, Italy
- Department of Medical and Surgical Specialities, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Nuccia Morici
- Unità di Cure Intensive Cardiologiche e De Gasperis Cardio Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi, Milan, Italy
| | - Christian Mueller
- Cardiovascular Research Institute Basel (CRIB), University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Anna Sonia Petronio
- Cardiothoracic and Vascular Department, University of Pisa, Ospedale Cisanello, Pisa, Italy
| | - Marija M Polovina
- Faculty of Medicine, Belgrade University, Belgrade, Serbia
- Department of Cardiology, Clinical Centre of Serbia, Belgrade, Serbia
| | - Tatjana Potpara
- School of Medicine, University of Belgrade, Belgrade, Serbia
- Department for Intensive Arrhythmia Care, Cardiology Clinic, Clinical Centre of Serbia, Belgrade, Serbia
| | - Fabien Praz
- Department of Cardiology, University Hospital Bern, Bern, Switzerland
| | | | - Eva Prescott
- Department of Cardiology, Bispebjerg University Hospital, Copenhagen, Denmark
| | - Susanna Price
- Royal Brompton Hospital, London, UK
- National Heart & Lung Institute, Imperial College, London, UK
| | - Piotr Pruszczyk
- Department of Internal Medicine and Cardiology, Medical University of Warsaw, Warsaw, Poland
| | - Oriol Rodríguez-Leor
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
- Health Department of the Government of Catalonia, Barcelona, Spain
| | - Marco Roffi
- Department of Cardiology, Geneva University Hospitals, Geneva, Switzerland
| | - Rafael Romaguera
- Servicio de Cardiología, Hospital Universitario de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Stephan Rosenkranz
- Clinic III for Internal Medicine (Cardiology) and Cologne Cardiovascular Research Center (CCRC), Heart Center at the University of Cologne, Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany
| | - Andrea Sarkozy
- Department of Cardiology, University Hospital Antwerp and University of Antwerp, Antwerp, Belgium
| | - Martijn Scherrenberg
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine and Life Sciences, Uhasselt, Diepenbeek, Belgium
| | - Petar Seferovic
- Faculty of Medicine, Belgrade University, Belgrade, Serbia
- Serbian Academy of Sciences and Arts, Belgrade, Serbia
| | - Michele Senni
- Cardiovascular Department and Cardiology Unit, Papa Giovanni XXIII Hospital-Bergamo, Bergamo, Italy
| | - Francesco R Spera
- Department of Cardiology, University Hospital Antwerp and University of Antwerp, Antwerp, Belgium
| | - Giulio Stefanini
- Department of Biomedical Sciences, Humanitas Clinical and Research Center, Humanitas University, Pieve Emanuele - Milan, Italy
- Humanitas Research Hospital IRCCS, Rozzano - Milan, Italy
| | - Holger Thiele
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
- Leipzig Heart Institute (LHI), Leipzig, Germany
| | - Daniela Tomasoni
- Institute of Cardiology, ASST Spedali Civili di Brescia, Brescia, Italy
- Department of Medical and Surgical Specialities, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Luccia Torracca
- Department of Biomedical Sciences, Humanitas Clinical and Research Center, Humanitas University, Pieve Emanuele - Milan, Italy
- Humanitas Research Hospital IRCCS, Rozzano - Milan, Italy
| | - Rhian M Touyz
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Arthur A Wilde
- ECGen, the Cardiogenetics Focus Group of EHRA
- European Reference Network for Rare and Low Prevalence Complex Diseases of the Heart (ERN GUARDHEART)
- Amsterdam UMC, University of Amsterdam, Heart Center, Amsterdam, The Netherlands
- Department of Clinical Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
| | - Bryan Williams
- Institute of Cardiovascular Sciences, University College London, London, UK
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Sammons E, Hopewell JC, Chen F, Stevens W, Wallendszus K, Valdes-Marquez E, Dayanandan R, Knott C, Murphy K, Wincott E, Baxter A, Goodenough R, Lay M, Hill M, Macdonnell S, Fabbri G, Lucci D, Fajardo-Moser M, Brenner S, Hao D, Zhang H, Liu J, Wuhan B, Mosegaard S, Herrington W, Wanner C, Angermann C, Ertl G, Maggioni A, Barter P, Mihaylova B, Mitchel Y, Blaustein R, Goto S, Tobert J, DeLucca P, Chen Y, Chen Z, Gray A, Haynes R, Armitage J, Baigent C, Wiviott S, Cannon C, Braunwald E, Collins R, Bowman L, Landray M. Long-term safety and efficacy of anacetrapib in patients with atherosclerotic vascular disease. Eur Heart J 2022; 43:1416-1424. [PMID: 34910136 PMCID: PMC8986460 DOI: 10.1093/eurheartj/ehab863] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 09/30/2021] [Accepted: 12/02/2021] [Indexed: 01/04/2023] Open
Abstract
AIMS REVEAL was the first randomized controlled trial to demonstrate that adding cholesteryl ester transfer protein inhibitor therapy to intensive statin therapy reduced the risk of major coronary events. We now report results from extended follow-up beyond the scheduled study treatment period. METHODS AND RESULTS A total of 30 449 adults with prior atherosclerotic vascular disease were randomly allocated to anacetrapib 100 mg daily or matching placebo, in addition to open-label atorvastatin therapy. After stopping the randomly allocated treatment, 26 129 survivors entered a post-trial follow-up period, blind to their original treatment allocation. The primary outcome was first post-randomization major coronary event (i.e. coronary death, myocardial infarction, or coronary revascularization) during the in-trial and post-trial treatment periods, with analysis by intention-to-treat. Allocation to anacetrapib conferred a 9% [95% confidence interval (CI) 3-15%; P = 0.004] proportional reduction in the incidence of major coronary events during the study treatment period (median 4.1 years). During extended follow-up (median 2.2 years), there was a further 20% (95% CI 10-29%; P < 0.001) reduction. Overall, there was a 12% (95% CI 7-17%, P < 0.001) proportional reduction in major coronary events during the overall follow-up period (median 6.3 years), corresponding to a 1.8% (95% CI 1.0-2.6%) absolute reduction. There were no significant effects on non-vascular mortality, site-specific cancer, or other serious adverse events. Morbidity follow-up was obtained for 25 784 (99%) participants. CONCLUSION The beneficial effects of anacetrapib on major coronary events increased with longer follow-up, and no adverse effects emerged on non-vascular mortality or morbidity. These findings illustrate the importance of sufficiently long treatment and follow-up duration in randomized trials of lipid-modifying agents to assess their full benefits and potential harms. TRIAL REGISTRATION International Standard Randomized Controlled Trial Number (ISRCTN) 48678192; ClinicalTrials.gov No. NCT01252953; EudraCT No. 2010-023467-18.
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Affiliation(s)
- E Sammons
- REVEAL Central Coordinating Office, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
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Baigent C, Windecker S, Andreini D, Arbelo E, Barbato E, Bartorelli AL, Baumbach A, Behr ER, Berti S, Bueno H, Capodanno D, Cappato R, Chieffo A, Collet JP, Cuisset T, de Simone G, Delgado V, Dendale P, Dudek D, Edvardsen T, Elvan A, González-Juanatey JR, Gori M, Grobbee D, Guzik TJ, Halvorsen S, Haude M, Heidbuchel H, Hindricks G, Ibanez B, Karam N, Katus H, Klok FA, Konstantinides SV, Landmesser U, Leclercq C, Leonardi S, Lettino M, Marenzi G, Mauri J, Metra M, Morici N, Mueller C, Petronio AS, Polovina MM, Potpara T, Praz F, Prendergast B, Prescott E, Price S, Pruszczyk P, Rodríguez-Leor O, Roffi M, Romaguera R, Rosenkranz S, Sarkozy A, Scherrenberg M, Seferovic P, Senni M, Spera FR, Stefanini G, Thiele H, Tomasoni D, Torracca L, Touyz RM, Wilde AA, Williams B. ESC guidance for the diagnosis and management of cardiovascular disease during the COVID-19 pandemic: part 2-care pathways, treatment, and follow-up. Eur Heart J 2022; 43:1059-1103. [PMID: 34791154 PMCID: PMC8690006 DOI: 10.1093/eurheartj/ehab697] [Citation(s) in RCA: 82] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/08/2021] [Accepted: 09/13/2021] [Indexed: 02/07/2023] Open
Abstract
AIMS Since its emergence in early 2020, the novel severe acute respiratory syndrome coronavirus 2 causing coronavirus disease 2019 (COVID-19) has reached pandemic levels, and there have been repeated outbreaks across the globe. The aim of this two part series is to provide practical knowledge and guidance to aid clinicians in the diagnosis and management of cardiovascular (CV) disease in association with COVID-19. METHODS AND RESULTS A narrative literature review of the available evidence has been performed, and the resulting information has been organized into two parts. The first, which was reported previously, focused on the epidemiology, pathophysiology, and diagnosis of CV conditions that may be manifest in patients with COVID-19. This second part addresses the topics of: care pathways and triage systems and management and treatment pathways, both of the most commonly encountered CV conditions and of COVID-19; and information that may be considered useful to help patients with CV disease (CVD) to avoid exposure to COVID-19. CONCLUSION This comprehensive review is not a formal guideline but rather a document that provides a summary of current knowledge and guidance to practicing clinicians managing patients with CVD and COVID-19. The recommendations are mainly the result of observations and personal experience from healthcare providers. Therefore, the information provided here may be subject to change with increasing knowledge, evidence from prospective studies, and changes in the pandemic. Likewise, the guidance provided in the document should not interfere with recommendations provided by local and national healthcare authorities.
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Baigent C, Windecker S, Andreini D, Arbelo E, Barbato E, Bartorelli AL, Baumbach A, Behr ER, Berti S, Bueno H, Capodanno D, Cappato R, Chieffo A, Collet JP, Cuisset T, de Simone G, Delgado V, Dendale P, Dudek D, Edvardsen T, Elvan A, González-Juanatey JR, Gori M, Grobbee D, Guzik TJ, Halvorsen S, Haude M, Heidbuchel H, Hindricks G, Ibanez B, Karam N, Katus H, Klok FA, Konstantinides SV, Landmesser U, Leclercq C, Leonardi S, Lettino M, Marenzi G, Mauri J, Metra M, Morici N, Mueller C, Petronio AS, Polovina MM, Potpara T, Praz F, Prendergast B, Prescott E, Price S, Pruszczyk P, Rodríguez-Leor O, Roffi M, Romaguera R, Rosenkranz S, Sarkozy A, Scherrenberg M, Seferovic P, Senni M, Spera FR, Stefanini G, Thiele H, Tomasoni D, Torracca L, Touyz RM, Wilde AA, Williams B. European Society of Cardiology guidance for the diagnosis and management of cardiovascular disease during the COVID-19 pandemic: part 1-epidemiology, pathophysiology, and diagnosis. Eur Heart J 2022; 43:1033-1058. [PMID: 34791157 PMCID: PMC8690026 DOI: 10.1093/eurheartj/ehab696] [Citation(s) in RCA: 60] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/08/2021] [Accepted: 09/13/2021] [Indexed: 01/08/2023] Open
Abstract
AIMS Since its emergence in early 2020, the novel severe acute respiratory syndrome coronavirus 2 causing coronavirus disease 2019 (COVID-19) has reached pandemic levels, and there have been repeated outbreaks across the globe. The aim of this two-part series is to provide practical knowledge and guidance to aid clinicians in the diagnosis and management of cardiovascular disease (CVD) in association with COVID-19. METHODS AND RESULTS A narrative literature review of the available evidence has been performed, and the resulting information has been organized into two parts. The first, reported here, focuses on the epidemiology, pathophysiology, and diagnosis of cardiovascular (CV) conditions that may be manifest in patients with COVID-19. The second part, which will follow in a later edition of the journal, addresses the topics of care pathways, treatment, and follow-up of CV conditions in patients with COVID-19. CONCLUSION This comprehensive review is not a formal guideline but rather a document that provides a summary of current knowledge and guidance to practicing clinicians managing patients with CVD and COVID-19. The recommendations are mainly the result of observations and personal experience from healthcare providers. Therefore, the information provided here may be subject to change with increasing knowledge, evidence from prospective studies, and changes in the pandemic. Likewise, the guidance provided in the document should not interfere with recommendations provided by local and national healthcare authorities.
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Aktaa S, Batra G, Wallentin L, Baigent C, Erlinge D, James S, Ludman P, Maggioni AP, Price S, Weston C, Casadei B, Gale CP. European Society of Cardiology methodology for the development of quality indicators for the quantification of cardiovascular care and outcomes. Eur Heart J Qual Care Clin Outcomes 2022; 8:4-13. [PMID: 32845314 PMCID: PMC8727982 DOI: 10.1093/ehjqcco/qcaa069] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 08/06/2020] [Accepted: 08/19/2020] [Indexed: 01/29/2023]
Abstract
AIMS It is increasingly recognized that tools are required for assessing and benchmarking quality of care in order to improve it. The European Society of Cardiology (ESC) is developing a suite of quality indicators (QIs) to evaluate cardiovascular care and support the delivery of evidence-based care. This paper describes the methodology used for their development. METHODS AND RESULTS We propose a four-step process for the development of the ESC QIs. For a specific clinical area with a gap in care delivery, the QI development process includes: (i) the identification of key domains of care by constructing a conceptual framework of care; (ii) the construction of candidate QIs by conducting a systematic review of the literature; (iii) the selection of a final set of QIs by obtaining expert opinions using the modified Delphi method; and (iv) the undertaking of a feasibility assessment by evaluating different ways of defining the QI specifications for the proposed data collection source. For each of the four steps, key methodological areas need to be addressed to inform the implementation process and avoid misinterpretation of the measurement results. CONCLUSION Detailing the methodology for the ESC QIs construction enables healthcare providers to develop valid and feasible metrics to measure and improve the quality of cardiovascular care. As such, high-quality evidence may be translated into clinical practice and the 'evidence-practice' gap closed.
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Affiliation(s)
| | - Gorav Batra
- Department of Medical Sciences, Cardiology and Uppsala Clinical Research Center, Uppsala University, Uppsala 751 85, Sweden
| | - Lars Wallentin
- Department of Medical Sciences, Cardiology and Uppsala Clinical Research Center, Uppsala University, Uppsala 751 85, Sweden
| | - Colin Baigent
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - David Erlinge
- Department of Cardiology, Clinical Sciences, Lund University, Lund SE-221 85, Sweden
| | - Stefan James
- Department of Medical Sciences, Cardiology and Uppsala Clinical Research Center, Uppsala University, Uppsala 751 85, Sweden
| | - Peter Ludman
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Aldo P Maggioni
- National Association of Hospital Cardiologists Research Center (ANMCO), Florence 50121, Italy
| | - Susanna Price
- Department of Adult Intensive Care, Royal Brompton & Harefield NHS Foundation Trust, Royal Brompton Hospital, National Heart & Lung Institute, Imperial College, London SW3 6NP, UK
| | - Clive Weston
- Department of Cardiology, Hywel Dda University Health Board, Wales SA6 6NL, UK
| | - Barbara Casadei
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Chris P Gale
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds LS2 9JT, UK
- Leeds Institute for Data Analytics, University of Leeds, Leeds LS2 9JT, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds LS1 3EX, UK
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Staplin N, Roddick AJ, Emberson J, Reith C, Riding A, Wonnacott A, Kuverji A, Bhandari S, Baigent C, Haynes R, Herrington WG. Net effects of sodium-glucose co-transporter-2 inhibition in different patient groups: a meta-analysis of large placebo-controlled randomized trials. EClinicalMedicine 2021; 41:101163. [PMID: 34765951 PMCID: PMC8571171 DOI: 10.1016/j.eclinm.2021.101163] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 09/17/2021] [Accepted: 09/30/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The net absolute effects of sodium-glucose co-transporter-2 (SGLT-2) inhibitors across different patient groups have not been quantified. METHODS We performed a meta-analysis of published large (>500 participants/arm) placebo-controlled SGLT-2 inhibitor trials after systematically searching MEDLINE and Embase databases from inception to 28th August 2021 (PROSPERO 2021 CRD42021240468). FINDINGS Four heart failure trials (n=15,684 participants), four trials in type 2 diabetes mellitus at high atherosclerotic cardiovascular risk (n=42,568), and three trials in chronic kidney disease (n=19,289) were included. Relative risks (RRs) for all cardiovascular, renal and safety outcomes were broadly similar across these three patient groups, and between people with or without diabetes. Overall, compared to placebo, allocation to SGLT-2 inhibition reduced risk of hospitalization for heart failure or cardiovascular death by 23% (RR=0.77, 95%CI 0.73-0.80; n=6658), cardiovascular death by 14% (0.86, 0.81-0.92; n=3962), major adverse cardiovascular events by 11% (0.89, 0.84-0.94; n=5703), kidney disease progression by 36% (0.64, 0.59-0.70; n=2275), acute kidney injury by 30% (0.70, 0.62-0.79; n=1013 events) and severe hypoglycaemia by 13% (0.87, 0.79-0.97; n=1484). There was no effect of SGLT-2 inhibition on risk of non-cardiovascular death (0.93, 0.86-1.01; n=2226), but a net 12% reduction in all-cause mortality remained evident (0.88, 0.84-0.93; n=6188). However, the risk of ketoacidosis was 2-times higher among those allocated SGLT-2 inhibitors compared to placebo (2.03, 1.41-2.93; n=159; absolute excess in people with diabetes ∼0.3/1000 patient years). A small increased risk of urinary tract infection was evident (1.07, 1.02-1.13; n=5384) alongside a known increased risk of mycotic genital infections. Overall, risk of lower limb amputations was increased by 16% (1.16, 1.02-1.31; n=1074), but this risk was largely driven by a single outlying trial (CANVAS). INTERPRETATIONS The relative effects of SGLT-2 inhibition on key safety and efficacy outcomes are consistent across the different studied groups of patient. Consequently, absolute benefits and harms are determined by the absolute baseline risk of particular outcomes, with absolute benefits on mortality and on non-fatal serious cardiac/renal outcomes substantially exceeding the risks of amputation and ketoacidosis in the main patient groups studied to date. FUNDING MRC-UK & KRUK.
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Affiliation(s)
- Natalie Staplin
- Medical Research Council Population Health Research Unit at the University of Oxford, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, UK
| | - Alistair J. Roddick
- Medical Research Council Population Health Research Unit at the University of Oxford, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
| | - Jonathan Emberson
- Medical Research Council Population Health Research Unit at the University of Oxford, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, UK
| | - Christina Reith
- Medical Research Council Population Health Research Unit at the University of Oxford, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
| | - Alex Riding
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | | | - Apexa Kuverji
- John Walls Renal Unit, Leicester General Hospital, University Hospitals of Leicester, Leicester, UK
| | - Sunil Bhandari
- Hull University Teaching Hospitals NHS Trust and Hull York Medical School, Hull, UK
| | - Colin Baigent
- Medical Research Council Population Health Research Unit at the University of Oxford, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
| | - Richard Haynes
- Medical Research Council Population Health Research Unit at the University of Oxford, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Oxford Kidney Unit, Churchill Hospital, Oxford, UK
| | - William G Herrington
- Medical Research Council Population Health Research Unit at the University of Oxford, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Oxford Kidney Unit, Churchill Hospital, Oxford, UK
- Health Data Research UK, University of Oxford, Oxford, UK
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Wu R, Williams C, Schlackow I, Zhou J, Emberson J, Reith C, Keech A, Robson J, Wilkinson K, Armitage J, Collins R, Gray A, Simes J, Baigent C, Mihaylova B. A model of lifetime health outcomes in cardiovascular disease based on clinical trials and large cohorts. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.3149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Background and purpose
Cardiovascular disease (CVD) risk of individuals depends on their socio-demographic characteristics, clinical risk factors, and treatments, and strongly influences their quality of life and survival. Individual-based long-term disease models, which aim to more accurately calculate the lifetime consequences, can help to target treatments, develop disease management programmes, and assess the value of new therapies. We present a new micro-simulation CVD model.
Methods
This micro-simulation model was developed using individual participant data from the Cholesterol Treatment Trialists' collaboration (CTT: 118,000 participants; 15 trials) and calibrated (with added socioeconomic deprivation, ethnicity, physical activity, mental illness, cancer and incident diabetes) in the UK Biobank cohort (UKB: 502,000 participants). Parametric survival models estimated risks of key endpoints (myocardial infarction (MI), stroke, coronary revascularisation (CRV), diabetes, cancer and vascular (VD) and nonvascular death (NVD) using participants' age, sex, ethnicity, physical activity, socioeconomic deprivation, smoking history, lipids, blood pressure, creatinine, previous cardiovascular diseases, diabetes, mental illness and cancer at entry and non-fatal incidents of the key endpoints during follow-up. The model integrates the risk equations and enables annual projection of endpoints and survival over individuals' lifetimes. The model was used to project remaining life expectancy across UK Biobank participants.
Results
Nonfatal cardiovascular events and age were the major determinants of CVD risk and, together with incident diabetes and cancer, of individuals' survival. The cumulative incidence of the key endpoints predicted by the CTT-UKB model corresponded well to their observed incidence in the UK Biobank cohort, overall (Figure 1) and in categories of participants by age, sex, prior CVD and CVD risk. Predicted remaining life expectancy across UK Biobank participants without history of CVD ranged between 22 and 43 years in men and between 24 and 46 years in women, depending on their age and CVD risk (Figure 2). Among UK Biobank participants with history of CVD, depending on their age, predicted remaining life expectancy ranged from 20 to 32 years in men and from 26 to 38 years in women.
Conclusion
This new lifetime CVD model accurately predicts morbidity and mortality in a large UK population cohort. It will be made available to provide individualised projections of expected lifetime health outcomes and benefits of treatments.
Funding Acknowledgement
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): UK National Institute for Health Research (NIHR) Health Technology Assessment (HTA) Programme, UK Medical Research Council (MRC), British Heart Foundation Figure 1. Predicted (in black) versus observed (95% CI; in red) incidence of major clinical outcomes in the UK Biobank.Figure 2. Predicted remaining life expectancy of participants in UK Biobank cohort, by age and CVD risk or previous CVD at entry. QRISK, a 10-year CVD risk scoring algorithm for people without previous CVD, recommended for use in the UK National Health Service.
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Affiliation(s)
- R Wu
- Queen Mary University of London, London, United Kingdom
| | - C Williams
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - I Schlackow
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - J Zhou
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - J Emberson
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - C Reith
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - A Keech
- University of Sydney, Clinical Trials Centre, Sydney, Australia
| | - J Robson
- Queen Mary University of London, London, United Kingdom
| | - K Wilkinson
- Public Representative, Oxford, United Kingdom
| | - J Armitage
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - R Collins
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - A Gray
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - J Simes
- University of Sydney, Clinical Trials Centre, Sydney, Australia
| | - C Baigent
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - B Mihaylova
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
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Nair M, Chhabra S, Choudhury SS, Deka D, Deka G, Kakoty SD, Kumar P, Mahanta P, Medhi R, Rani A, Rao S, Roy I, Solomi V C, Talukdar RK, Zahir F, Kansal N, Arora A, Opondo C, Armitage J, Laffan M, Stanworth S, Quigley M, Baigent C, Knight M, Kurinczuk JJ. Relationship between anaemia, coagulation parameters during pregnancy and postpartum haemorrhage at childbirth: a prospective cohort study. BMJ Open 2021; 11:e050815. [PMID: 34607867 PMCID: PMC8491293 DOI: 10.1136/bmjopen-2021-050815] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 09/17/2021] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES To investigate the association between coagulation parameters and severity of anaemia (moderate anaemia: haemoglobin (Hb) 7-9.9 g/dL and severe anaemia: Hb <7 g/dL) during pregnancy and relate these to postpartum haemorrhage (PPH) at childbirth. DESIGN A prospective cohort study of pregnant women recruited in the third trimester and followed-up after childbirth. SETTING Ten hospitals across four states in India. PARTICIPANTS 1342 pregnant women. INTERVENTION Not applicable. METHODS Hb and coagulation parameters: fibrinogen, D-dimer, D-dimer/fibrinogen ratio, platelets and international normalised ratio (INR) were measured at baseline. Participants were followed-up to measure blood loss within 2 hours after childbirth and PPH was defined based on blood loss and clinical assessment. Associations between coagulation parameters, Hb, anaemia and PPH were examined using multivariable logistic regression models. OUTCOMES MEASURES Adjusted OR with 95% CI. RESULTS In women with severe anaemia during the third trimester, the D-dimer was 27% higher, mean fibrinogen 117 mg/dL lower, D-dimer/fibrinogen ratio 69% higher and INR 12% higher compared with women with no/mild anaemia. Mean platelets in severe anaemia was 37.8×109/L lower compared with women with moderate anaemia. Similar relationships with smaller effect sizes were identified for women with moderate anaemia compared with women with no/mild anaemia. Low Hb and high INR at third trimester of pregnancy independently increased the odds of PPH at childbirth, but the other coagulation parameters were not found to be significantly associated with PPH. CONCLUSION Altered blood coagulation profile in pregnant women with severe anaemia could be a risk factor for PPH and requires further evaluation.
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Affiliation(s)
- Manisha Nair
- NPEU, Nuffield Department of Population Health, Oxford University, Oxford, Oxfordshire, UK
| | - Shakuntala Chhabra
- Department of Obstetrics and Gynaecology, Mahatma Gandhi Institute of Medical Sciences, Sevagram, Maharashtra, India
| | - Saswati Sanyal Choudhury
- Department of Obstetrics and Gynaecology, Gauhati Medical College and Hospital, Guwahati, Assam, India
| | - Dipika Deka
- Srimanta Sankaradeva University of Health Sciences, Guwahati, Assam, India
| | - Gitanjali Deka
- Department of Obstetrics and Gynaecology, Tezpur Medical College, Tezpur, India
| | - Swapna D Kakoty
- Department of Obstetrics and Gynaecology, Fakhruddin Ali Ahmed Medical College and Hospital, Barpeta, Assam, India
| | - Pramod Kumar
- Department of Obstetrics and Gynaecology, Mahatma Gandhi Institute of Medical Sciences, Sevagram, Maharashtra, India
| | - Pranabika Mahanta
- Department of Obstetrics and Gynaecology, Jorhat Medical College and Hospital, Jorhat, Assam, India
| | - Robin Medhi
- Department of Obstetrics and Gynaecology, Fakhruddin Ali Ahmed Medical College and Hospital, Barpeta, Assam, India
| | - Anjali Rani
- Department of Obstetrics and Gynaecology, Banaras Hindu University Institute of Medical Sciences, Varanasi, Uttar Pradesh, India
| | - Seeresha Rao
- Department of Obstetrics and Gynaecology, Silchar Medical College and Hospital, Silchar, Assam, India
| | - Indrani Roy
- Department of Obstetrics and Gynaecology, Nazareth Hospital, Shillong, Meghalaya, India
| | - Carolin Solomi V
- Department of Obstetrics and Gynaecology, Makunda Christian Leprosy and General Hospital, Karimganj, Assam, India
| | - Ratna Kanta Talukdar
- Department of Obstetrics and Gynaecology, Jorhat Medical College and Hospital, Jorhat, Assam, India
| | - Farzana Zahir
- Department of Obstetrics and Gynaecology, Assam Medical College, Dibrugarh, Assam, India
| | - Nimmi Kansal
- National Reference Laboratory, Dr Lal Pathlabs, New Delhi, India
| | - Anil Arora
- National Reference Laboratory, Dr Lal Pathlabs, New Delhi, India
| | - Charles Opondo
- Nuffield Department of Population Health, Oxford University, Oxford, Oxfordshire, UK
| | - Jane Armitage
- Nuffield Department of Population Health, Oxford University, Oxford, Oxfordshire, UK
| | - Michael Laffan
- Haemostasis and Thrombosis, Imperial College London Faculty of Medicine, London, UK
| | - Simon Stanworth
- Department of Haematology/Transfusion Medicine, Oxford University, Oxford, Oxfordshire, UK
| | - Maria Quigley
- National Perinatal Epidemiology Unit, Oxford University, Oxford, Oxfordshire, UK
| | - Colin Baigent
- Nuffield Department of Population Health, Oxford University, Oxford, Oxfordshire, UK
| | - Marian Knight
- National Perinatal Epidemiology Unit, Oxford University, Oxford, Oxfordshire, UK
| | - Jennifer J Kurinczuk
- National Perinatal Epidemiology Unit, Oxford University, Oxford, Oxfordshire, UK
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Al-Shahi Salman R, Keerie C, Stephen J, Lewis S, Norrie J, Dennis MS, Newby DE, Wardlaw JM, Lip GY, Parry-Jones A, White PM, Baigent C, Lasserson D, Oliver C, O'Mahony F, Amoils S, Bamford J, Armitage J, Emberson J, Rinkel GJ, Lowe G, Innes K, Adamczuk K, Dinsmore L, Drever J, Milne G, Walker A, Hutchison A, Williams C, Fraser R, Anderson R, Covil K, Stewart K, Rees J, Hall P, Bullen A, Stoddart A, Moullaali TJ, Palmer J, Sakka E, Perthen J, Lyttle N, Samarasekera N, MacRaild A, Burgess S, Teasdale J, Coakley M, Taylor P, Blair G, Whiteley W, Shenkin S, Clancy U, Macleod M, Sutherland R, Moullaali T, Barugh A, Lerpiniere C, Moreton F, Fethers N, Anjum T, Krishnan M, Slade P, Storton S, Williams M, Davies C, Connor L, Gainard G, Murphy C, Barber M, Esson D, Choulerton J, Shaw L, Lucas S, Hierons S, Avis J, Stone A, Gbadamoshi L, Costa T, Pearce L, Harkness K, Richards E, Howe J, Kamara C, Lindert R, Ali A, Rehan J, Chapman S, Edwards M, Bathula R, Cohen D, Devine J, Mpelembue M, Yesupatham P, Chhabra S, Adewetan G, Ballantine R, Brooks D, Smith G, Rogers G, Marsden S, Clark S, Wilkinson A, Brown E, Stephenson L, Nyo K, Abraham A, Pai Y, Shim G, Baliga V, Nair A, Robinson M, Hawksworth C, Greig J, Alam I, Nortcliffe T, Ramiz R, Shaw R, Parry-Jones A, Lee S, Marsden T, Perez J, Birleson E, Yadava R, Sangombe M, Stafford S, Hughes T, Knibbs L, Morse B, Schwarz S, Jelley B, White S, Richard B, Lawson H, Moseley S, Tayler M, Edwards M, Triscott C, Wallace R, Hall A, Dell A, Rashed K, Board S, Buckley C, Tanate A, Pitt-Kerby T, Beesley K, Perry J, Hellyer C, Guyler P, Menon N, Tysoe S, Prabakaran R, Cooper M, Rajapakse A, Wynter I, Smith S, Weir N, Boxall C, Yates H, Smith S, Crawford P, Marigold J, Smith F, Harvey J, Evans S, Baldwin L, Hammond S, Mudd P, Bowring A, Keenan S, Thorpe K, Haque M, Taaffe J, Temple N, Peachey T, Wells K, Haines F, Butterworth-Cowin N, Horne Z, Licenik R, Boughton H, England T, Hedstrom A, Menezes B, Davies R, Johnson V, Whittingham-Jones S, Werring D, Obarey S, Watchurst C, Ashton A, Feerick S, Francia N, Banaras A, Epstein D, Marinescu M, Williams A, Robinson A, Humphries F, Anwar I, Annamalai A, Crawford S, Collins V, Shepherd L, Siddle E, Penge J, Epstein D, Qureshi S, Krishnamurthy V, Papavasileiou V, Waugh D, Veraque E, Douglas N, Khan N, Ramachandran S, Sommerville P, Rudd A, Kullane S, Bhalla A, Birns J, Ahmed R, Gibbons M, Klamerus E, Cendreda B, Muir K, Day N, Welch A, Smith W, Elliot J, Eltawil S, Mahmood A, Hatherley K, Mitchell S, Bains H, Quinn L, Teal R, Gbinigie I, Harston G, Mathieson P, Ford G, Schulz U, Kennedy J, Nagaratnam K, Bangalore K, Bhupathiraju N, Wharton C, Fotherby K, Nasar A, Stevens A, Willberry A, Evans R, Rai B, Blake C, Thavanesan K, Hann G, Changuion T, Nix S, Whiting A, Dharmasiri M, Mallon L, Keltos M, Smyth N, Eglinton C, Duffy J, Tone E, Sykes L, Porter E, Fitton C, Kirkineziadis N, Cluckie G, Kennedy K, Trippier S, Williams R, Hayter E, Rackie J, Patel B, Rita G, Blight A, Jones V, Zhang L, Choy L, Pereira A, Clarke B, Al-Hussayni S, Dixon L, Young A, Bergin A, Broughton D, Raghunathan S, Jackson B, Appleton J, Wilkes G, Buck A, Richardson C, Clarke J, Fleming L, Squires G, Law Z, Hutchinson C, Cvoro V, Couser M, McGregor A, McAuley S, Pound S, Cochrane P, Holmes C, Murphy P, Devitt N, Osborn M, Steele A, Guthrie LB, Smith E, Hewitt J, Chaston N, Myint M, Smith A, Fairlie L, Davis M, Atkinson B, Woodward S, Hogg V, Fawcett M, Finlay L, Dixit A, Cameron E, Keegan B, Kelly J, Concannon D, Dutta D, Ward D, Glass J, O'Connell S, Ngeh J, O'Kelly A, Williams E, Ragab S, Jenkinson D, Dube J, Gleave L, Leggett J, Kissoon N, Southern L, Naghotra U, Bokhari M, McClelland B, Adie K, Mate A, Harrington F, James A, Swanson E, Chant T, Naccache M, Coutts A, Courtauld G, Whurr S, Webber S, Shead E, Luder R, Bhargava M, Murali E, Cuenoud L, Pasco K, Speirs O, Chapman L, Inskip L, Kavanagh L, Srinivasan M, Motherwell N, Mukherjee I, Tonks L, Donaldson D, Button H, Wilcox R, Hurford F, Logan R, Taylor A, Arden T, Carpenter M, Datta P, Zahoor T, Jackson L, Needle A, Stanners A, Ghouri I, Exley D, Akhtar S, Brooke H, Beadle S, O'Brien E, Francis J, McGee J, Amis E, Mitchell J, Finlay S, Sinha D, Manoczki C, King S, Tarka J, Choudhary S, Premaruban J, Sutton D, Kumar P, Culmsee C, Winckley C, Davies H, Thatcher H, Vasileiadis E, Aweid B, Holden M, Mason C, Hlaing T, Madzamba G, Ingram T, Linforth M, Cullen C, Thomas N, France J, Saulat A, Bhaskaran B, Fitzell P, Horan K, Manyoni C, Garfield-Smith J, Griffin H, Atkins S, Redome J, Muddegowda G, Maguire H, Barry A, Abano N, Varquez R, Hiden J, Lyjko S, Remegoso A, Finney K, Butler A, Strecker M, MaCleod MJ, Irvine J, Nelson S, Guzmangutierrez G, Furnace J, Taylor V, Ramadan H, Storton K, Hassan S, Abdus Sami E, Bellfield R, Stewart K, Quinn O, Patterson C, Emsley H, Gregary B, Ahmed S, Patel S, Raj S, Sultan S, Wright F, Langhorne P, Graham R, Quinn T, McArthur K. Effects of oral anticoagulation for atrial fibrillation after spontaneous intracranial haemorrhage in the UK: a randomised, open-label, assessor-masked, pilot-phase, non-inferiority trial. Lancet Neurol 2021; 20:842-853. [PMID: 34487722 DOI: 10.1016/s1474-4422(21)00264-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 08/03/2021] [Accepted: 08/04/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND Oral anticoagulation reduces the rate of systemic embolism for patients with atrial fibrillation by two-thirds, but its benefits for patients with previous intracranial haemorrhage are uncertain. In the Start or STop Anticoagulants Randomised Trial (SoSTART), we aimed to establish whether starting is non-inferior to avoiding oral anticoagulation for survivors of intracranial haemorrhage who have atrial fibrillation. METHODS SoSTART was a prospective, randomised, open-label, assessor-masked, parallel-group, pilot phase trial done at 67 hospitals in the UK. We recruited adults (aged ≥18 years) who had survived at least 24 h after symptomatic spontaneous intracranial haemorrhage, had atrial fibrillation, and had a CHA2DS2-VASc score of at least 2. Web-based computerised randomisation incorporating a minimisation algorithm allocated participants (1:1) to start or avoid long-term (≥1 year) full treatment dose open-label oral anticoagulation. The participants assigned to start oral anticoagulation received either a direct oral anticoagulant or vitamin K antagonist, and the group assigned to avoid oral anticoagulation received standard clinical practice (antiplatelet agent or no antithrombotic agent). The primary outcome was recurrent symptomatic spontaneous intracranial haemorrhage, and was adjudicated by an individual masked to treatment allocation. All outcomes were ascertained for at least 1 year after randomisation and assessed in the intention-to-treat population of all randomly assigned participants, using Cox proportional hazards regression adjusted for minimisation covariates. We planned a sample size of 190 participants (one-sided p=0·025, power 90%, allowing for non-adherence) based on a non-inferiority margin of 12% (or adjusted hazard ratio [HR] of 3·2). This trial is registered with ClinicalTrials.gov (NCT03153150) and is complete. FINDINGS Between March 29, 2018, and Feb 27, 2020, consent was obtained at 61 sites for 218 participants, of whom 203 were randomly assigned at a median of 115 days (IQR 49-265) after intracranial haemorrhage onset. 101 were assigned to start and 102 to avoid oral anticoagulation. Participants were followed up for median of 1·2 years (IQR 0·97-1·95; completeness 97·2%). Starting oral anticoagulation was not non-inferior to avoiding oral anticoagulation: eight (8%) of 101 in the start group versus four (4%) of 102 in the avoid group had intracranial haemorrhage recurrences (adjusted HR 2·42 [95% CI 0·72-8·09]; p=0·152). Serious adverse events occurred in 17 (17%) participants in the start group and 15 (15%) in the avoid group. 22 (22%) patients in the start group and 11 (11%) patients in the avoid group died during the study. INTERPRETATION Whether starting oral anticoagulation was non-inferior to avoiding it for people with atrial fibrillation after intracranial haemorrhage was inconclusive, although rates of recurrent intracranial haemorrhage were lower than expected. In view of weak evidence from analyses of three composite secondary outcomes, the possibility that oral anticoagulation might be superior for preventing symptomatic major vascular events should be investigated in adequately powered randomised trials. FUNDING British Heart Foundation, Medical Research Council, Chest Heart & Stroke Scotland.
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Rahimi K, Bidel Z, Nazarzadeh M, Copland E, Canoy D, Wamil M, Majert J, McManus R, Adler A, Agodoa L, Algra A, Asselbergs FW, Beckett NS, Berge E, Black H, Boersma E, Brouwers FPJ, Brown M, Brugts JJ, Bulpitt CJ, Byington RP, Cushman WC, Cutler J, Devereaux RB, Dwyer JP, Estacio R, Fagard R, Fox K, Fukui T, Gupta AK, Holman RR, Imai Y, Ishii M, Julius S, Kanno Y, Kjeldsen SE, Kostis J, Kuramoto K, Lanke J, Lewis E, Lewis JB, Lievre M, Lindholm LH, Lueders S, MacMahon S, Mancia G, Matsuzaki M, Mehlum MH, Nissen S, Ogawa H, Ogihara T, Ohkubo T, Palmer CR, Patel A, Pfeffer MA, Pitt B, Poulter NR, Rakugi H, Reboldi G, Reid C, Remuzzi G, Ruggenenti P, Saruta T, Schrader J, Schrier R, Sever P, Sleight P, Staessen JA, Suzuki H, Thijs L, Ueshima K, Umemoto S, van Gilst WH, Verdecchia P, Wachtell K, Whelton P, Wing L, Woodward M, Yui Y, Yusuf S, Zanchetti A, Zhang ZY, Anderson C, Baigent C, Brenner BM, Collins R, de Zeeuw D, Lubsen J, Malacco E, Neal B, Perkovic V, Rodgers A, Rothwell P, Salimi-Khorshidi G, Sundström J, Turnbull F, Viberti G, Wang J, Chalmers J, Davis BR, Pepine CJ, Teo KK. Age-stratified and blood-pressure-stratified effects of blood-pressure-lowering pharmacotherapy for the prevention of cardiovascular disease and death: an individual participant-level data meta-analysis. Lancet 2021; 398:1053-1064. [PMID: 34461040 PMCID: PMC8473559 DOI: 10.1016/s0140-6736(21)01921-8] [Citation(s) in RCA: 100] [Impact Index Per Article: 33.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 08/06/2021] [Accepted: 08/06/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND The effects of pharmacological blood-pressure-lowering on cardiovascular outcomes in individuals aged 70 years and older, particularly when blood pressure is not substantially increased, is uncertain. We compared the effects of blood-pressure-lowering treatment on the risk of major cardiovascular events in groups of patients stratified by age and blood pressure at baseline. METHODS We did a meta-analysis using individual participant-level data from randomised controlled trials of pharmacological blood-pressure-lowering versus placebo or other classes of blood-pressure-lowering medications, or between more versus less intensive treatment strategies, which had at least 1000 persons-years of follow-up in each treatment group. Participants with previous history of heart failure were excluded. Data were obtained from the Blood Pressure Lowering Treatment Triallists' Collaboration. We pooled the data and categorised participants into baseline age groups (<55 years, 55-64 years, 65-74 years, 75-84 years, and ≥85 years) and blood pressure categories (in 10 mm Hg increments from <120 mm Hg to ≥170 mm Hg systolic blood pressure and from <70 mm Hg to ≥110 mm Hg diastolic). We used a fixed effects one-stage approach and applied Cox proportional hazard models, stratified by trial, to analyse the data. The primary outcome was defined as either a composite of fatal or non-fatal stroke, fatal or non-fatal myocardial infarction or ischaemic heart disease, or heart failure causing death or requiring hospital admission. FINDINGS We included data from 358 707 participants from 51 randomised clinical trials. The age of participants at randomisation ranged from 21 years to 105 years (median 65 years [IQR 59-75]), with 42 960 (12·0%) participants younger than 55 years, 128 437 (35·8%) aged 55-64 years, 128 506 (35·8%) 65-74 years, 54 016 (15·1%) 75-84 years, and 4788 (1·3%) 85 years and older. The hazard ratios for the risk of major cardiovascular events per 5 mm Hg reduction in systolic blood pressure for each age group were 0·82 (95% CI 0·76-0·88) in individuals younger than 55 years, 0·91 (0·88-0·95) in those aged 55-64 years, 0·91 (0·88-0·95) in those aged 65-74 years, 0·91 (0·87-0·96) in those aged 75-84 years, and 0·99 (0·87-1·12) in those aged 85 years and older (adjusted pinteraction=0·050). Similar patterns of proportional risk reductions were observed for a 3 mm Hg reduction in diastolic blood pressure. Absolute risk reductions for major cardiovascular events varied by age and were larger in older groups (adjusted pinteraction=0·024). We did not find evidence for any clinically meaningful heterogeneity of relative treatment effects across different baseline blood pressure categories in any age group. INTERPRETATION Pharmacological blood pressure reduction is effective into old age, with no evidence that relative risk reductions for prevention of major cardiovascular events vary by systolic or diastolic blood pressure levels at randomisation, down to less than 120/70 mm Hg. Pharmacological blood pressure reduction should, therefore, be considered an important treatment option regardless of age, with the removal of age-related blood-pressure thresholds from international guidelines. FUNDING British Heart Foundation, National Institute of Health Research Oxford Biomedical Research Centre, Oxford Martin School.
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Affiliation(s)
- Marion Mafham
- Clinical Trial Service Unit Nuffield Department of Population Health, Oxford, UK
| | - Colin Baigent
- MRC Population Health Research Unit, Nuffield Department of Population Health, Oxford OX3 7LF, UK.
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Herrington WG, Savarese G, Haynes R, Marx N, Mellbin L, Lund LH, Dendale P, Seferovic P, Rosano G, Staplin N, Baigent C, Cosentino F. Cardiac, renal, and metabolic effects of sodium-glucose co-transporter 2 inhibitors: a position paper from the European Society of Cardiology ad-hoc task force on sodium-glucose co-transporter 2 inhibitors. Eur J Heart Fail 2021; 23:1260-1275. [PMID: 34184823 DOI: 10.1002/ejhf.2286] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 06/24/2021] [Accepted: 06/25/2021] [Indexed: 11/07/2022] Open
Abstract
In 2015, the first large-scale placebo-controlled trial designed to assess cardiovascular safety of glucose-lowering with sodium-glucose co-transporter 2 (SGLT2) inhibition in type 2 diabetes mellitus raised hypotheses that the class could favourably modify not only risk of atherosclerotic cardiovascular disease, but also hospitalization for heart failure, and the development or worsening of nephropathy. By the start of 2021, results from 10 large SGLT2 inhibitor placebo-controlled clinical outcome trials randomizing ∼71 000 individuals have confirmed that SGLT2 inhibitors can provide clinical benefits for each of these types of outcome in a range of different populations. The cardiovascular and renal benefits of SGLT2 inhibitors appear to be larger than their comparatively modest effect on glycaemic control or glycosuria alone would predict, with three trials recently reporting that clinical benefits extend to individuals without diabetes mellitus who are at risk due to established heart failure, or albuminuric chronic kidney disease. This European Society of Cardiology position paper summarizes reported results from these 10 large clinical outcome trials considering separately each of the different types of cardiorenal benefit, summarizes key molecular and pathophysiological mechanisms, and provides a synopsis of metabolic effects and safety. We also describe ongoing placebo-controlled trials among individuals with heart failure with preserved ejection fraction and among individuals with chronic kidney disease.
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Affiliation(s)
- William G Herrington
- Medical Research Council Population Health Research Unit at the University of Oxford, part of the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Oxford Kidney Unit, Churchill Hospital, Oxford, UK
| | - Gianluigi Savarese
- Cardiology Unit, Department of Medicine, Karolinska Institute: Heart and Vascular Theme, Karolinska University Hospital, Stockholm, Sweden
| | - Richard Haynes
- Medical Research Council Population Health Research Unit at the University of Oxford, part of the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Oxford Kidney Unit, Churchill Hospital, Oxford, UK
| | - Nikolaus Marx
- Department of Internal Medicine, University Hospital Aachen, RWTH Aachen University, Aachen, Germany
| | - Linda Mellbin
- Cardiology Unit, Department of Medicine, Karolinska Institute: Heart and Vascular Theme, Karolinska University Hospital, Stockholm, Sweden
| | - Lars H Lund
- Cardiology Unit, Department of Medicine, Karolinska Institute: Heart and Vascular Theme, Karolinska University Hospital, Stockholm, Sweden
| | - Paul Dendale
- Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
- Faculty of Medicine & Life Sciences, Hasselt University, Hasselt, Belgium
| | - Petar Seferovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Giuseppe Rosano
- Department of Medical Sciences, IRCCS San Raffaele Pisana, Rome, Italy
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit at the University of Oxford, part of the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
| | - Colin Baigent
- Medical Research Council Population Health Research Unit at the University of Oxford, part of the Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
| | - Francesco Cosentino
- Cardiology Unit, Department of Medicine, Karolinska Institute: Heart and Vascular Theme, Karolinska University Hospital, Stockholm, Sweden
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Affiliation(s)
- Colin Baigent
- From the Medical Research Council Population Health Research Unit, University of Oxford, Oxford, United Kingdom
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Hopewell JC, Offer A, Haynes R, Bowman L, Li J, Chen F, Bulbulia R, Lathrop M, Baigent C, Landray MJ, Collins R, Armitage J, Parish S. Independent risk factors for simvastatin-related myopathy and relevance to different types of muscle symptom. Eur Heart J 2021; 41:3336-3342. [PMID: 32702748 PMCID: PMC7544537 DOI: 10.1093/eurheartj/ehaa574] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 07/12/2019] [Accepted: 07/02/2020] [Indexed: 01/14/2023] Open
Abstract
Aims Statins are widely used to prevent cardiovascular events, but little is known about the impact of different risk factors for statin-related myopathy or their relevance to reports of other types of muscle symptom. Methods and results An observational analysis was undertaken of 171 clinically adjudicated cases of myopathy (defined as unexplained muscle pain or weakness with creatine kinase >10× upper limit of normal) and, separately, of 15 208 cases of other muscle symptoms among 58 390 individuals with vascular disease treated with simvastatin for a mean of 3.4 years. Cox proportional hazards models were used to identify independent predictors of myopathy. The rate of myopathy was low: 9 per 10 000 person-years of simvastatin therapy. Independent risk factors for myopathy included: simvastatin dose, ethnicity, sex, age, body mass index, medically treated diabetes, concomitant use of niacin-laropiprant, verapamil, beta-blockers, diltiazem and diuretics. In combination, these risk factors predicted more than a 30-fold risk difference between the top and bottom thirds of a myopathy risk score (hazard ratio : 34.35, 95% CI: 12.73–92.69, P across thirds = 9·1 × 10−48). However, despite the strong association with myopathy, this score was not associated with the other reported muscle symptoms (P across thirds = 0.93). Likewise, although SLCO1B1 genotype was associated with myopathy, it was not associated with other muscle symptoms. Conclusions The absolute risk of simvastatin-related myopathy is low, but individuals at higher risk can be identified to help guide patient management. The lack of association of the myopathy risk score with other muscle symptoms reinforces randomized placebo-controlled evidence that statins do not cause the vast majority of reported muscle symptoms. ![]()
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Affiliation(s)
- Jemma C Hopewell
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Alison Offer
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Richard Haynes
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK.,MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Louise Bowman
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Jing Li
- National Clinical Research Center of Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fang Chen
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Richard Bulbulia
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Mark Lathrop
- McGill University and Génome Québec Innovation Centre, 740 Dr Penfield Ave, Montréal, Québec H3A 0G1, Canada
| | - Colin Baigent
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK.,MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Martin J Landray
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Rory Collins
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK
| | - Jane Armitage
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK.,MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
| | - Sarah Parish
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, Big Data Institute, University of Oxford, Old Road Campus, Oxford OX3 7LF, UK.,MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford OX3 7LF, UK
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Rahimi K, Bidel Z, Nazarzadeh M, Copland E, Canoy D, Ramakrishnan R, Pinho-Gomes AC, Woodward M, Adler A, Agodoa L, Algra A, Asselbergs FW, Beckett NS, Berge E, Black H, Brouwers FPJ, Brown M, Bulpitt CJ, Byington RP, Cushman WC, Cutler J, Devereaux RB, Dwyer J, Estacio R, Fagard R, Fox K, Fukui T, Gupta AK, Holman RR, Imai Y, Ishii M, Julius S, Kanno Y, Kjeldsen SE, Kostis J, Kuramoto K, Lanke J, Lewis E, Lewis JB, Lievre M, Lindholm LH, Lueders S, MacMahon S, Mancia G, Matsuzaki M, Mehlum MH, Nissen S, Ogawa H, Ogihara T, Ohkubo T, Palmer CR, Patel A, Pfeffer MA, Pitt B, Poulter NR, Rakugi H, Reboldi G, Reid C, Remuzzi G, Ruggenenti P, Saruta T, Schrader J, Schrier R, Sever P, Sleight P, Staessen JA, Suzuki H, Thijs L, Ueshima K, Umemoto S, van Gilst WH, Verdecchia P, Wachtell K, Whelton P, Wing L, Yui Y, Yusuf S, Zanchetti A, Zhang ZY, Anderson C, Baigent C, Brenner BM, Collins R, de Zeeuw D, Lubsen J, Malacco E, Neal B, Perkovic V, Rodgers A, Rothwell P, Salimi-Khorshidi G, Sundström J, Turnbull F, Viberti G, Wang J, Chalmers J, Teo KK, Pepine CJ, Davis BR. Pharmacological blood pressure lowering for primary and secondary prevention of cardiovascular disease across different levels of blood pressure: an individual participant-level data meta-analysis. Lancet 2021; 397:1625-1636. [PMID: 33933205 PMCID: PMC8102467 DOI: 10.1016/s0140-6736(21)00590-0] [Citation(s) in RCA: 365] [Impact Index Per Article: 121.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 02/28/2021] [Accepted: 03/02/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND The effects of pharmacological blood pressure lowering at normal or high-normal blood pressure ranges in people with or without pre-existing cardiovascular disease remains uncertain. We analysed individual participant data from randomised trials to investigate the effects of blood pressure lowering treatment on the risk of major cardiovascular events by baseline levels of systolic blood pressure. METHODS We did a meta-analysis of individual participant-level data from 48 randomised trials of pharmacological blood pressure lowering medications versus placebo or other classes of blood pressure-lowering medications, or between more versus less intensive treatment regimens, which had at least 1000 persons-years of follow-up in each group. Trials exclusively done with participants with heart failure or short-term interventions in participants with acute myocardial infarction or other acute settings were excluded. Data from 51 studies published between 1972 and 2013 were obtained by the Blood Pressure Lowering Treatment Trialists' Collaboration (Oxford University, Oxford, UK). We pooled the data to investigate the stratified effects of blood pressure-lowering treatment in participants with and without prevalent cardiovascular disease (ie, any reports of stroke, myocardial infarction, or ischaemic heart disease before randomisation), overall and across seven systolic blood pressure categories (ranging from <120 to ≥170 mm Hg). The primary outcome was a major cardiovascular event (defined as a composite of fatal and non-fatal stroke, fatal or non-fatal myocardial infarction or ischaemic heart disease, or heart failure causing death or requiring admission to hospital), analysed as per intention to treat. FINDINGS Data for 344 716 participants from 48 randomised clinical trials were available for this analysis. Pre-randomisation mean systolic/diastolic blood pressures were 146/84 mm Hg in participants with previous cardiovascular disease (n=157 728) and 157/89 mm Hg in participants without previous cardiovascular disease (n=186 988). There was substantial spread in participants' blood pressure at baseline, with 31 239 (19·8%) of participants with previous cardiovascular disease and 14 928 (8·0%) of individuals without previous cardiovascular disease having a systolic blood pressure of less than 130 mm Hg. The relative effects of blood pressure-lowering treatment were proportional to the intensity of systolic blood pressure reduction. After a median 4·15 years' follow-up (Q1-Q3 2·97-4·96), 42 324 participants (12·3%) had at least one major cardiovascular event. In participants without previous cardiovascular disease at baseline, the incidence rate for developing a major cardiovascular event per 1000 person-years was 31·9 (95% CI 31·3-32·5) in the comparator group and 25·9 (25·4-26·4) in the intervention group. In participants with previous cardiovascular disease at baseline, the corresponding rates were 39·7 (95% CI 39·0-40·5) and 36·0 (95% CI 35·3-36·7), in the comparator and intervention groups, respectively. Hazard ratios (HR) associated with a reduction of systolic blood pressure by 5 mm Hg for a major cardiovascular event were 0·91, 95% CI 0·89-0·94 for partipants without previous cardiovascular disease and 0·89, 0·86-0·92, for those with previous cardiovascular disease. In stratified analyses, there was no reliable evidence of heterogeneity of treatment effects on major cardiovascular events by baseline cardiovascular disease status or systolic blood pressure categories. INTERPRETATION In this large-scale analysis of randomised trials, a 5 mm Hg reduction of systolic blood pressure reduced the risk of major cardiovascular events by about 10%, irrespective of previous diagnoses of cardiovascular disease, and even at normal or high-normal blood pressure values. These findings suggest that a fixed degree of pharmacological blood pressure lowering is similarly effective for primary and secondary prevention of major cardiovascular disease, even at blood pressure levels currently not considered for treatment. Physicians communicating the indication for blood pressure lowering treatment to their patients should emphasise its importance on reducing cardiovascular risk rather than focusing on blood pressure reduction itself. FUNDING British Heart Foundation, UK National Institute for Health Research, and Oxford Martin School.
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Morris EJA, Goldacre R, Spata E, Mafham M, Finan PJ, Shelton J, Richards M, Spencer K, Emberson J, Hollings S, Curnow P, Gair D, Sebag-Montefiore D, Cunningham C, Rutter MD, Nicholson BD, Rashbass J, Landray M, Collins R, Casadei B, Baigent C. Impact of the COVID-19 pandemic on the detection and management of colorectal cancer in England: a population-based study. Lancet Gastroenterol Hepatol 2021; 6:199-208. [PMID: 33453763 PMCID: PMC7808901 DOI: 10.1016/s2468-1253(21)00005-4] [Citation(s) in RCA: 205] [Impact Index Per Article: 68.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/16/2020] [Accepted: 12/17/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND There are concerns that the COVID-19 pandemic has had a negative effect on cancer care but there is little direct evidence to quantify any effect. This study aims to investigate the impact of the COVID-19 pandemic on the detection and management of colorectal cancer in England. METHODS Data were extracted from four population-based datasets spanning NHS England (the National Cancer Cancer Waiting Time Monitoring, Monthly Diagnostic, Secondary Uses Service Admitted Patient Care and the National Radiotherapy datasets) for all referrals, colonoscopies, surgical procedures, and courses of rectal radiotherapy from Jan 1, 2019, to Oct 31, 2020, related to colorectal cancer in England. Differences in patterns of care were investigated between 2019 and 2020. Percentage reductions in monthly numbers and proportions were calculated. FINDINGS As compared to the monthly average in 2019, in April, 2020, there was a 63% (95% CI 53-71) reduction (from 36 274 to 13 440) in the monthly number of 2-week referrals for suspected cancer and a 92% (95% CI 89-95) reduction in the number of colonoscopies (from 46 441 to 3484). Numbers had just recovered by October, 2020. This resulted in a 22% (95% CI 8-34) relative reduction in the number of cases referred for treatment (from a monthly average of 2781 in 2019 to 2158 referrals in April, 2020). By October, 2020, the monthly rate had returned to 2019 levels but did not exceed it, suggesting that, from April to October, 2020, over 3500 fewer people had been diagnosed and treated for colorectal cancer in England than would have been expected. There was also a 31% (95% CI 19-42) relative reduction in the numbers receiving surgery in April, 2020, and a lower proportion of laparoscopic and a greater proportion of stoma-forming procedures, relative to the monthly average in 2019. By October, 2020, laparoscopic surgery and stoma rates were similar to 2019 levels. For rectal cancer, there was a 44% (95% CI 17-76) relative increase in the use of neoadjuvant radiotherapy in April, 2020, relative to the monthly average in 2019, due to greater use of short-course regimens. Although in June, 2020, there was a drop in the use of short-course regimens, rates remained above 2019 levels until October, 2020. INTERPRETATION The COVID-19 pandemic has led to a sustained reduction in the number of people referred, diagnosed, and treated for colorectal cancer. By October, 2020, achievement of care pathway targets had returned to 2019 levels, albeit with smaller volumes of patients and with modifications to usual practice. As pressure grows in the NHS due to the second wave of COVID-19, urgent action is needed to address the growing burden of undetected and untreated colorectal cancer in England. FUNDING Cancer Research UK, the Medical Research Council, Public Health England, Health Data Research UK, NHS Digital, and the National Institute for Health Research Oxford Biomedical Research Centre.
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Affiliation(s)
- Eva J A Morris
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Big Data Institute, University of Oxford, Oxford, UK.
| | - Raphael Goldacre
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Big Data Institute, University of Oxford, Oxford, UK
| | - Enti Spata
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Big Data Institute, University of Oxford, Oxford, UK
| | - Marion Mafham
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Big Data Institute, University of Oxford, Oxford, UK
| | - Paul J Finan
- Leeds Teaching Hospitals NHS Trust, Leeds, UK; Leeds Institute for Medical Research at St James's, University of Leeds, Leeds, UK
| | | | | | - Katie Spencer
- Leeds Teaching Hospitals NHS Trust, Leeds, UK; Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Jonathan Emberson
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Big Data Institute, University of Oxford, Oxford, UK
| | | | | | | | - David Sebag-Montefiore
- Leeds Teaching Hospitals NHS Trust, Leeds, UK; Leeds Institute for Medical Research at St James's, University of Leeds, Leeds, UK
| | - Chris Cunningham
- Department of Colorectal Surgery, Oxford University Hospitals, Oxford, UK
| | - Matthew D Rutter
- Population Health Sciences Institute, University of Newcastle, Newcastle, UK; Department of Gastroenterology, North Tees University Hospital NHS Trust, Stockton on Tees, UK
| | - Brian D Nicholson
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Martin Landray
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Big Data Institute, University of Oxford, Oxford, UK
| | - Rory Collins
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Big Data Institute, University of Oxford, Oxford, UK
| | - Barbara Casadei
- Department of Cardiovascular Medicine, John Radcliffe Hospital, Oxford, UK
| | - Colin Baigent
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK; Big Data Institute, University of Oxford, Oxford, UK
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Francis A, Baigent C, Ikizler TA, Cockwell P, Jha V. The urgent need to vaccinate dialysis patients against severe acute respiratory syndrome coronavirus 2: a call to action. Kidney Int 2021; 99:791-793. [PMID: 33582109 PMCID: PMC7879104 DOI: 10.1016/j.kint.2021.02.003] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 02/04/2021] [Accepted: 02/04/2021] [Indexed: 11/17/2022]
Affiliation(s)
- Anna Francis
- School of Medicine, University of Queensland, Queensland, Australia.
| | - Colin Baigent
- Medical Research Council Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - T Alp Ikizler
- Department of Medicine, Division of Nephrology and Hypertension, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Paul Cockwell
- Renal Medicine, Division of Medicine, Queen Elizabeth Hospital Birmingham, Birmingham, UK; Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Vivekanand Jha
- Division of Medicine, George Institute for Global Health India, University of New South Wales, New Delhi, India; Division of Medicine, School of Public Health, Imperial College, London, UK; Division of Medicine, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, India
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Koskinas KC, Catapano AL, Baigent C, Tokgozoglu L, Mach F. Current perceptions and practices in lipid management: results of a European Society of Cardiology/European Atherosclerosis Society Survey. Eur J Prev Cardiol 2021; 28:2030-2037. [PMID: 33580792 DOI: 10.1093/eurjpc/zwaa156] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 12/04/2020] [Accepted: 12/15/2020] [Indexed: 12/18/2022]
Abstract
AIMS We sought to evaluate physicians' opinions and practices in lipid management. METHODS AND RESULTS A web-based survey by the European Society of Cardiology (ESC) and European Atherosclerosis Society (EAS) was distributed to 70 696 individuals at two time points, before and after publication of the 2019 ESC/EAS dyslipidaemia guidelines. Respondents (1271 in the first and 1056 in the second part) were most commonly cardiologists in Europe. More than 90% of participants reported that they regularly measure lipid levels and discuss lipid-lowering treatment with patients. More than 87% found the use of LDL-C goals useful or potentially useful, although it was acknowledged that recommended goals are frequently not achieved. Regarding the LDL-C goal according to the 2019 guidelines (<1.4 mmol/L for very high-risk patients), more than 70% of respondents felt that it is based on solid scientific evidence, but 31% noted that implementation should also consider available local resources and patient preferences. Statin intolerance was perceived as infrequent, affecting 1-5% of patients according to most respondents but was the main reason for not prescribing a statin to secondary-prevention patients, followed by patient non-adherence. Although most respondents reported that 11-20% of secondary-prevention patients have an indication to add a non-statin medication, fewer patients (<10% according to most respondents) receive these medications. CONCLUSIONS This survey shows a high level of acceptance of the LDL-C treatment goals recommended by current ESC/EAS guidelines. Although patient-related factors were the main reported reasons for suboptimal lipid-lowering therapy, physician inertia to intensify treatment cannot be excluded as an additional contributing factor.
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Affiliation(s)
| | - Alberico L Catapano
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Colin Baigent
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Lale Tokgozoglu
- Department of Cardiology, Hacettepe University, Ankara, Turkey
| | - Francois Mach
- Department of Cardiology, Geneva University Hospital, Geneva, Switzerland
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Zhu P, Herrington WG, Haynes R, Emberson J, Landray MJ, Sudlow CL, Woodward M, Baigent C, Lewington S, Staplin N. Conventional and Genetic Evidence on the Association between Adiposity and CKD. J Am Soc Nephrol 2021; 32:127-137. [PMID: 33127858 PMCID: PMC7894659 DOI: 10.1681/asn.2020050679] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 09/10/2020] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND The size of any causal contribution of central and general adiposity to CKD risk and the underlying mechanism of mediation are unknown. METHODS Data from 281,228 UK Biobank participants were used to estimate the relevance of waist-to-hip ratio and body mass index (BMI) to CKD prevalence. Conventional approaches used logistic regression. Genetic analyses used Mendelian randomization (MR) and data from 394 waist-to-hip ratio and 773 BMI-associated loci. Models assessed the role of known mediators (diabetes mellitus and BP) by adjusting for measured values (conventional analyses) or genetic associations of the selected loci (multivariable MR). RESULTS Evidence of CKD was found in 18,034 (6.4%) participants. Each 0.06 higher measured waist-to-hip ratio and each 5-kg/m2 increase in BMI were associated with 69% (odds ratio, 1.69; 95% CI, 1.64 to 1.74) and 58% (1.58; 1.55 to 1.62) higher odds of CKD, respectively. In analogous MR analyses, each 0.06-genetically-predicted higher waist-to-hip ratio was associated with a 29% (1.29; 1.20 to 1.38) increased odds of CKD, and each 5-kg/m2 genetically-predicted higher BMI was associated with a 49% (1.49; 1.39 to 1.59) increased odds. After adjusting for diabetes and measured BP, chi-squared values for associations for waist-to-hip ratio and BMI fell by 56%. In contrast, mediator adjustment using multivariable MR found 83% and 69% reductions in chi-squared values for genetically-predicted waist-to-hip ratio and BMI models, respectively. CONCLUSIONS Genetic analyses suggest that conventional associations between central and general adiposity with CKD are largely causal. However, conventional approaches underestimate mediating roles of diabetes, BP, and their correlates. Genetic approaches suggest these mediators explain most of adiposity-CKD-associated risk.
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Affiliation(s)
- Pengfei Zhu
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom,Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - William G. Herrington
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom,Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom,Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom
| | - Richard Haynes
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom,Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom,Oxford Kidney Unit, Churchill Hospital, Oxford, United Kingdom
| | - Jonathan Emberson
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom,Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom
| | - Martin J. Landray
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom,Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom,Health Data Research UK, University of Oxford, Oxford, United Kingdom,National Institute for Health Research Oxford Biomedical Research Centre, University of Oxford, Oxford, United Kingdom
| | - Cathie L.M. Sudlow
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom
| | - Mark Woodward
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, Australia,The George Institute for Global Health, Nuffield Department of Women’s and Reproductive Health, University of Oxford, Oxford, United Kingdom,Welch Center for Prevention, Epidemiology and Clinical Research, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Colin Baigent
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom,Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Sarah Lewington
- Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom,Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom,Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom
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Alsharqi M, Arnold L, Dockerill C, Baigent C, Leeson P, Nair M. A novel approach using hand-held echocardiography to guide the diagnosis of heart failure in pregnant women in a low-resource setting; Maternal and Perinatal Health Research Collaboration. Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.3479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Point of care imaging devices are promising tools for cardiovascular imaging in low-resource settings.
Purpose
Our aim was to determine whether hand-held echocardiography scans performed by obstetricians can help to identify the cardiac phenotypes in pregnant women with heart failure in India.
Methods
In November 2018, eighteen obstetricians from 10 hospitals across the states of Assam, Meghalaya and Uttar Pradesh were given 2 days of hands-on training in image acquisition using Philips Lumify devices. Obstetricians were asked to follow a simplified protocol of image acquisition and optimisation designed by the Oxford Cardiovascular Clinical Research Facility team. The protocol includes 3 key echocardiography views; parasternal long axis, parasternal short axis, and apical four chamber. Remote supervision and constructive feedback on performance was provided to improve image quality. Echocardiographic images of 269 pregnant women (with and without suspected heart failure) were acquired by the trained obstetricians, between February 2018 and January 2020. The first 147 scans were transferred with end-to-end encryption to the University of Oxford Research Echocardiography Core Laboratory (ORECL). Image interpretation and formal quality assessment was performed by 2 experienced echocardiographers.
Results
Parasternal long axis image quality was assessed as good in 78.3%, and was superior to both the parasternal short axis view (76.5%) and the apical 4-chamber view (61.9%). Image depth and gain optimisation was the main reason for loss of quality. The acquisition quality was related to reported clinical disease severity, and advanced pregnancy status. Left ventricular systolic function was impaired in 32 participants (21.9%), and 23.3% of the cohort had a dilated left atrium. Rheumatic heart disease was found in 12 participants (8.3%), in which the mitral valve was stenotic; 10 severe and 1 moderate. Mitral regurgitation was reported in 29 cases (20.8%); 6 severe, 7 moderate and 16 mild. Tricuspid and aortic valve abnormalities were also detected. Pericardial effusion was reported in 45 participants (30.8%).
Conclusion
Obstetricians with supervised training, using hand-held echocardiography have demonstrated acceptable image acquisition quality which could be assessed through core laboratory analysis to detect cardiac abnormalities. Such an approach could be useful to guide the diagnosis of heart failure in pregnant women in low-resource settings. Further training for the obstetricians and image quality assurance have been implemented in the ongoing MaatHRI study with plans to conduct a validation analysis.
Funding Acknowledgement
Type of funding source: Public grant(s) – National budget only. Main funding source(s): Medical Research Council (MRC), UK Fellowship for M Nair.
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Affiliation(s)
- M Alsharqi
- University of Oxford, Division of Cardiovascular Medicine, Cardiovascular Clinical Research Facility, Oxford, United Kingdom
| | - L Arnold
- University of Oxford, Division of Cardiovascular Medicine, Cardiovascular Clinical Research Facility, Oxford, United Kingdom
| | - C Dockerill
- University of Oxford, Division of Cardiovascular Medicine, Cardiovascular Clinical Research Facility, Oxford, United Kingdom
| | - C Baigent
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - P Leeson
- University of Oxford, Division of Cardiovascular Medicine, Cardiovascular Clinical Research Facility, Oxford, United Kingdom
| | - M Nair
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
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50
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Rocca B, Buck G, Petrucci G, Parish S, Pagliaccia F, Baigent C, Mafham M, Bowman L, Armitage J, Patrono C. Thromboxane metabolite excretion is associated with serious vascular events in diabetes mellitus: a sub-study of the ASCEND trial. Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.2926] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Platelet activation plays a major role in the atherothrombotic complications of diabetes. Thromboxane (TX)A2 is a pro-thrombotic prostanoid, synthesized via cyclooxygenase-1 and released by activated platelets. The metabolism of TXA2 in vivo leads to a major stable end-product, 11-dehydro-TXB2 (TXM), measurable in urine and reflecting the whole-body rate of TXA2 biosynthesis. In two large trials of high-risk, aspirin-treated (mostly, without diabetes) patients, (CHARISMA and HOPE trials), the baseline rate of urinary TXM excretion was an independent predictor of future cardiovascular events.
Purpose
The aim of the ASCEND (A Study of Cardiovascular Events in Diabetes) TXM sub-study was to investigate the association between baseline urinary TXM and future serious vascular events or revascularization (SVE-R), major bleeds and incident cancer independent of other risk factors and treatment, in people with diabetes and no manifest cardiovascular disease at trial entry.
Methods
Urinary TXM was measured by a previously GC/MS-validated, immunoassay in 6,487 participants with eligible baseline samples. Analyses excluded 539 participants using NSAIDs. TXM appeared log-normally distributed, so analyses were by quintiles and per SD (=0.622) of continuous loge TXM. The association of loge TXM with outcome was adjusted by basic factors (age, sex, sample volume and randomized treatment allocation) and by the predictors of log TXM (smoking, type 2 diabetes treated with insulin or oral hypoglycaemics, HDL cholesterol, body mass index, urinary albumin/creatinine ratio, eGFR). The association of log TXM with non-vascular, non-cancer MedDRA outcomes was investigated to determine whether TXM had a general effect on outcome. During a mean of 6.6 years follow-up there were 618 SVE-Rs, 206 bleeds and 700 cancers among these patients.
Results
Log TXM correlated significantly with SVE-R, hazard ratio (HR) per 1 SD of log TXM: 1.13 (1.04–1.23), p=0.003 (Figure 1, panel a), non-significantly with major bleeds [HR 1.15 (1.00–1.32), p=0.055] (Figure 1, panel b), and marginally significantly with cancer [HR 1.09 (1.01–1.17), p=0.03] (Figure 1, panel c). There was no association of log TXM with non-vascular non-cancer MedDRA outcomes (HR per 1 SD, 0.99; 99% CI, 0.94–1.05).
Conclusion
The rate of urinary TXM excretion, a non-invasive biomarker of TXA2-mediated platelet activation in vivo, is log-linearly associated with serious vascular events independent of other risk factors in people with diabetes. Its potential association with cancer must be viewed as hypothesis-generating and needs confirmation.
Figure 1
Funding Acknowledgement
Type of funding source: Public grant(s) – EU funding. Main funding source(s): IMI1: Surrogate markers for micro- and macro-vascular hard endpoints for innovative diabetes tools (SUMMIT).
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Affiliation(s)
- B Rocca
- Catholic University of the Sacred Heart - Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - G Buck
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - G Petrucci
- Catholic University of the Sacred Heart - Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - S Parish
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - F Pagliaccia
- Catholic University of the Sacred Heart - Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - C Baigent
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - M Mafham
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - L Bowman
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - J Armitage
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - C Patrono
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
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