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Tamir O, Afek A, Shani M, Cahn A, Raz I. Five years into the Israeli National Diabetes Program - are we on the right track? Diabetes Metab Res Rev 2021; 37:e3421. [PMID: 33175454 DOI: 10.1002/dmrr.3421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Revised: 08/29/2020] [Accepted: 10/25/2020] [Indexed: 11/06/2022]
Abstract
Diabetes mellitus poses major public health and economic challenges which necessitate national-level intervention. The ultimate goal of the Israel National Diabetes Program is to ensure that all people with diabetes, or at high risk of developing diabetes, will live well and have access to high-quality services that meet their individual needs. The integrated National Diabetes Program in Israel was established in 2014. Prevailing needs were identified and working groups assigned to delineate deficiencies and propose mode of action. Program leaders summarized and prioritized the needs, and identified main targets of action for the preliminary years. The program was achieved by a combined approach: top-bottom, having the Director General of the Ministry of Health (MoH) personally involved, and bottom-up, by routine meetings with representatives of the health organizations, clinical experts, patient representatives and other stakeholders. Main achievements during the first five years of the program included setting up a novel funding mechanism for diabetes prevention, substantiating the field of diabetes education in Israel, designing the infrastructure of diabetic foot care in Israel, updating the national health-budget allocation formula with incentives to improve provision of services, and promoting a mandatory system for judgemental labelling of food products. The program is in progress with ongoing monitoring, evaluation and improvement with particular emphasis on translational learning. Although there is much to be done, diabetes care in Israel has taken an enormous step forward in the past five years.
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Oyama K, Raz I, Cahn A, Kuder J, Murphy SA, Bhatt DL, Leiter LA, McGuire DK, Wilding JPH, Park KS, Goudev A, Diaz R, Špinar J, Gause-Nilsson IAM, Mosenzon O, Sabatine MS, Wiviott SD. Obesity and effects of dapagliflozin on cardiovascular and renal outcomes in patients with type 2 diabetes mellitus in the DECLARE-TIMI 58 trial. Eur Heart J 2021; 43:2958-2967. [PMID: 34427295 DOI: 10.1093/eurheartj/ehab530] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 03/11/2021] [Accepted: 08/02/2021] [Indexed: 01/03/2023] Open
Abstract
AIMS We investigated the associations between obesity, cardiorenal events, and benefits of dapagliflozin in patients with type 2 diabetes mellitus (T2DM). METHODS AND RESULTS DECLARE-TIMI 58 randomized patients with T2DM and either atherosclerotic cardiovascular (CV) disease or multiple risk factors to dapagliflozin vs. placebo. Patients were stratified by body mass index (BMI, kg/m2): normal (18.5 to <25), overweight (25 to <30), moderately obese (30 to <35), severely obese (35 to <40), and very-severely obese (≥40). Outcomes analysed were CV death, hospitalization for heart failure (HHF), renal-specific composite outcome, and atrial fibrillation or flutter (AF/AFL). Of 17 134 patients, 9.0% had a normal BMI, 31.5% were overweight, 32.4% were moderately, 17.2% severely, and 9.8% were very-severely obese. Higher BMI was associated with a higher adjusted risk of HHF and AF/AFL (hazard ratio 1.30 and 1.28, respectively, per 5 kg/m2; P < 0.001 for all). Dapagliflozin reduced body weight by similar relative amounts consistently across BMI categories (percent difference: -1.9 to -2.4%). Although relative risk reductions in CV and renal-specific composite outcomes with dapagliflozin did not significantly differ across the range of BMI (P for interaction ≥0.20 for all outcomes), obese patients (BMI ≥ 30 kg/m2) tended to derive greater absolute risk reduction in HHF and AF/AFL (P for interaction 0.02 and 0.09, respectively) than non-obese patients. CONCLUSIONS In DECLARE-TIMI 58, patients with T2DM and higher BMI were more likely to have HHF and AF/AFL. Whereas relative risk reductions in CV and renal outcomes with dapagliflozin were generally consistent across the range of BMI, absolute risk reduction in obesity-related outcomes including HHF and AF/AFL tended to be larger in obese patients with T2DM. CLINICAL TRIAL REGISTRATION URL: https://www.clinicaltrials.gov. Unique identifiers: NCT01730534.
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Mosenzon O, Wiviott SD, Heerspink HJL, Dwyer JP, Cahn A, Goodrich EL, Rozenberg A, Schechter M, Yanuv I, Murphy SA, Zelniker TA, Gause-Nilsson IAM, Langkilde AM, Fredriksson M, Johansson PA, Bhatt DL, Leiter LA, McGuire DK, Wilding JPH, Sabatine MS, Raz I. The Effect of Dapagliflozin on Albuminuria in DECLARE-TIMI 58. Diabetes Care 2021; 44:1805-1815. [PMID: 34233928 PMCID: PMC8385472 DOI: 10.2337/dc21-0076] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 05/14/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Sodium-glucose cotransporter 2 inhibitors (SGLT2i) improve albuminuria in patients with high cardiorenal risk. We report albuminuria change in the Dapagliflozin Effect on Cardiovascular Events (DECLARE-TIMI 58) cardiovascular outcome trial, which included populations with lower cardiorenal risk. RESEARCH DESIGN AND METHODS DECLARE-TIMI 58 randomized 17,160 patients with type 2 diabetes, creatinine clearance >60 mL/min, and either atherosclerotic cardiovascular disease (CVD; 40.6%) or risk-factors for CVD (59.4%) to dapagliflozin or placebo. Urinary albumin-to-creatinine ratio (UACR) was tested at baseline, 6 months, 12 months, and yearly thereafter. The change in UACR over time was measured as a continuous and categorical variable (≤15, >15 to <30, ≥30 to ≤300, and >300 mg/g) by treatment arm. The composite cardiorenal outcome was a ≥40% sustained decline in the estimated glomerular filtration rate (eGFR) to <60 mL/min/1.73 m2, end-stage kidney disease, and cardiovascular or renal death; specific renal outcome included all except cardiovascular death. RESULTS Baseline UACR was available for 16,843 (98.15%) participants: 9,067 (53.83%) with ≤15 mg/g, 2,577 (15.30%) with >15 to <30 mg/g, 4,030 (23.93%) with 30-300 mg/g, and 1,169 (6.94%) with >300 mg/g. Measured as a continuous variable, UACR improved from baseline to 4.0 years with dapagliflozin, compared with placebo, across all UACR and eGFR categories (all P < 0.0001). Sustained confirmed ≥1 category improvement in UACR was more common in dapagliflozin versus placebo (hazard ratio 1.45 [95% CI 1.35-1.56], P < 0.0001). Cardiorenal outcome was reduced with dapagliflozin for subgroups of UACR ≥30 mg/g (P < 0.0125, P interaction = 0.033), and the renal-specific outcome was reduced for all UACR subgroups (P < 0.05, P interaction = 0.480). CONCLUSIONS In DECLARE-TIMI 58, dapagliflozin demonstrated a favorable effect on UACR and renal-specific outcome across baseline UACR categories, including patients with normal albumin excretion. The results suggest a role for SGLT2i also in the primary prevention of diabetic kidney disease.
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Zelniker TA, Raz I, Mosenzon O, Dwyer JP, Heerspink HHJL, Cahn A, Goodrich EL, Im K, Bhatt DL, Leiter LA, McGuire DK, Wilding JPH, Gause-Nilsson I, Langkilde AM, Sabatine MS, Wiviott SD. Effect of Dapagliflozin on Cardiovascular Outcomes According to Baseline Kidney Function and Albuminuria Status in Patients With Type 2 Diabetes: A Prespecified Secondary Analysis of a Randomized Clinical Trial. JAMA Cardiol 2021; 6:801-810. [PMID: 33851953 DOI: 10.1001/jamacardio.2021.0660] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Importance Sodium-glucose cotransporter 2 inhibitors, such as dapagliflozin, promote renal glucose excretion and reduce cardiovascular (CV) deaths and hospitalizations for heart failure (HHF) among patients with type 2 diabetes. The relative CV efficacy and safety of dapagliflozin according to baseline kidney function and albuminuria status are unknown. Objective To assess the CV efficacy and safety of dapagliflozin according to baseline estimated glomerular filtration rate (eGFR) and urinary albumin to creatinine ratio (UACR). Design, Setting, and Participants This secondary analysis of the randomized clinical trial Dapagliflozin Effect on Cardiovascular Events-Thrombolysis in Myocardial Infarction 58 compared dapagliflozin vs placebo in 17 160 patients with type 2 diabetes and a baseline creatinine clearance of 60 mL/min or higher. Patients were categorized according to prespecified subgroups of baseline eGFR (<60 vs ≥60 mL/min/1.73 m2), urinary albumin to creatinine ratio (UACR; <30 vs ≥30 mg/g), and of chronic kidney disease (CKD) markers using these subgroups (0, 1, or 2). The study was conducted from May 2013 to September 2018. Interventions Dapagliflozin vs placebo. Main Outcomes and Measures The dual primary end points were major adverse cardiovascular events (myocardial infarction, stroke, and CV death) and the composite of CV death or HHF. Results At baseline, 1265 patients (7.4%) had an eGFR below 60 mL/min/1.73 m2, and 5199 patients (30.9%) had albuminuria. Among patients having data for both eGFR and UACR, 10 958 patients (65.1%) had an eGFR equal to or higher than 60 mL/min/1.73 m2 and an UACR below 30 mg/g (mean [SD] age, 63.7 [6.7] years; 40.1% women), 5336 patients (31.7%) had either an eGFR below 60 mL/min/1.73 m2 or albuminuria (mean [SD] age, 64.1 [7.1] years; 32.6% women), and 548 patients (3.3%) had both (mean [SD] age, 66.8 [6.9] years; 30.5% women). In the placebo group, patients with more CKD markers had higher event rates at 4 years as assessed using the Kaplan-Meier approach for the composite of CV death or HHF (3.9% for 0 markers, 8.3% for 1 marker, and 17.4% for 2 markers) and major adverse cardiovascular events (7.5% for 0 markers, 11.6% for 1 marker, and 18.9% for 2 markers). Estimates for relative risk reductions for the composite of CV death or HHF and for major adverse cardiovascular events were generally consistent across subgroups (both P > .24 for interaction), although greater absolute risk reductions were observed with more markers of CKD. The absolute risk difference for the composite of CV death or HHF was greater for patients with more markers of CKD (0 markers, -0.5%; 1 marker, -1.0%; and 2 markers, -8.3%; P = .02 for interaction). The numbers of amputations, cases of diabetic ketoacidosis, fractures, and major hypoglycemic events were balanced or numerically lower with dapagliflozin compared with placebo for patients with an eGFR below 60 mL/min/1.73 m2 and an UACR of 30 mg/g or higher. Conclusions and Relevance The effect of dapagliflozin on the relative risk for CV events was consistent across eGFR and UACR groups, with the greatest absolute benefit for the composite of CV death or HHF observed among patients with both reduced eGFR and albuminuria. Trial Registration ClinicalTrials.gov Identifier: NCT01730534.
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O'Donoghue ML, Kato ET, Mosenzon O, Murphy SA, Cahn A, Herrera M, Tankova T, Šmahelová A, Merlini P, Gause-Nilsson I, Langkilde AM, McGuire DK, Wilding JPH, Leiter LA, Bhatt DL, Raz I, Sabatine MS, Wiviott SD. The efficacy and safety of dapagliflozin in women and men with type 2 diabetes mellitus. Diabetologia 2021; 64:1226-1234. [PMID: 33611623 DOI: 10.1007/s00125-021-05399-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 12/09/2020] [Indexed: 01/24/2023]
Abstract
AIMS/HYPOTHESIS Women remain underrepresented in clinical trials and those with type 2 diabetes mellitus are at high risk for cardiovascular (CV) events. The sodium-glucose cotransporter 2 (SGLT2) inhibitor dapagliflozin reduces the risk of CV death or heart failure hospitalisations in individuals with type 2 diabetes. Here, we performed a pre-specified analysis to examine whether sex modifies these effects. METHODS The DECLARE-TIMI 58 trial randomised 17,160 patients with type 2 diabetes with or at risk for atherosclerotic disease to dapagliflozin or placebo (median follow-up 4.2 years). The dual efficacy outcomes were CV death or heart failure hospitalisations, and major adverse cardiovascular events (MACE; CV death, myocardial infarction or ischaemic stroke). The renal-specific composite outcome was a sustained ≥40% drop in eGFR to <60 ml min-1 [1.73 m]-2, new end-stage renal disease or renal death. Cox models were run separately by sex with treatment-by-sex interaction testing for each outcome. RESULTS At baseline, women (n = 6422, 37.4%) had higher HbA1c, longer type 2 diabetes duration, and were on fewer glucose-lowering medications. There was no evidence of modification of the effect of dapagliflozin by sex for (1) CV death or heart failure hospitalisations: women (3.8% vs 4.5%; HR 0.84, 95% CI 0.66, 1.07) and men (5.3% vs 6.4%; HR 0.83, 95% CI 0.71, 0.96; pinteraction = 0.90); (2) MACE: women (6.3% vs 6.8%; HR 0.93, 95% CI 0.77, 1.12) and men (10.0% vs 10.7%; HR 0.93, 95% CI 0.83, 1.05; pinteraction = 0.99); or (3) renal-specific composite: women (1.4% vs 2.8%; HR 0.50, 95% CI 0.35, 0.70) and men (1.5% vs 2.5%; HR 0.55, 95% CI 0.42, 0.73; pinteraction = 0.64). The overall safety profile of dapagliflozin was similar for women and men. CONCLUSIONS/INTERPRETATION Dapagliflozin offers comparable CV and renal benefits and a comparable safety profile in women and men. FUNDING AstraZeneca. TRIAL REGISTRATION clinicaltrials.gov NCT01730534.
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Berg D, Wiviott S, Goodrich E, Murphy S, Mosenzon O, Bhatt D, Cahn A, Leiter L, McGuire D, Wilding J, Gause-Nilsson I, Hammarstedt A, Karlsson C, Johansson P, Langkilde AM, Raz I, Sabatine M. MEDIATION ANALYSIS FOR DAPAGLIFLOZIN AND THE REDUCTION IN HOSPITALIZATION FOR HEART FAILURE IN DECLARE-TIMI 58. J Am Coll Cardiol 2021. [DOI: 10.1016/s0735-1097(21)02228-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Cahn A, Raz I, Leiter LA, Mosenzon O, Murphy SA, Goodrich EL, Yanuv I, Rozenberg A, Bhatt DL, McGuire DK, Wilding JPH, Gause-Nilsson IAM, Langkilde AM, Sabatine MS, Wiviott SD. Cardiovascular, Renal, and Metabolic Outcomes of Dapagliflozin Versus Placebo in a Primary Cardiovascular Prevention Cohort: Analyses From DECLARE-TIMI 58. Diabetes Care 2021; 44:1159-1167. [PMID: 33653824 DOI: 10.2337/dc20-2492] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 01/31/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE International guidelines propose prescribing sodium-glucose cotransporter 2 (SGLT2) inhibitors to patients with type 2 diabetes (T2D) as secondary prevention in patients with established atherosclerotic cardiovascular disease (ASCVD) or for primary prevention of cardiovascular events in high-risk patients with multiple risk factors (MRF) for ASCVD. The current analyses expand on the cardiovascular renal and metabolic effects of SGLT2 inhibitors in MRF patients. RESEARCH DESIGN AND METHODS In DECLARE-TIMI 58, 17,160 patients with T2D and MRF (59.4%) or established ASCVD (40.6%) were randomized to dapagliflozin versus placebo; patients were followed for a median of 4.2 years. The cardiovascular and renal outcomes in the MRF cohort were studied across clinically relevant subgroups for treatment effect and subgroup-based treatment interaction. RESULTS Among patients with MRF, the reduction with dapagliflozin in risk of cardiovascular death or hospitalization for heart failure (CVD/HHF) (hazard ratio [HR] 0.84, 95% CI 0.67-1.04) and the renal-specific outcome (HR 0.51, 95% CI 0.37-0.69) did not differ from that for patients with ASCVD (P interaction 0.99 and 0.72, respectively). The effect on CVD/HHF was entirely driven by a reduction in HHF (HR 0.64, 95% CI 0.46-0.88). The benefits of dapagliflozin on HHF and on the renal-specific outcome, among the subset with MRF, were directionally consistent across clinically relevant subgroups. At 48 months, HbA1c, weight, systolic blood pressure, and urinary albumin-to-creatinine ratio were lower with dapagliflozin versus placebo and estimated glomerular filtration rate was higher (P < 0.001). CONCLUSIONS In patients with T2D and MRF, dapagliflozin reduced the risk of HHF and adverse renal outcomes regardless of baseline characteristics. These analyses support the benefit of dapagliflozin for important outcomes in a broad primary prevention population.
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McEwan P, Morgan AR, Boyce R, Bergenheim K, Gause‐Nilsson IA, Bhatt DL, Leiter LA, Johansson PA, Mosenzon O, Cahn A, Wilding JP. The cost-effectiveness of dapagliflozin in treating high-risk patients with type 2 diabetes mellitus: An economic evaluation using data from the DECLARE-TIMI 58 trial. Diabetes Obes Metab 2021; 23:1020-1029. [PMID: 33368855 PMCID: PMC8048502 DOI: 10.1111/dom.14308] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 12/16/2020] [Accepted: 12/20/2020] [Indexed: 12/14/2022]
Abstract
AIM To undertake a cost-effectiveness analysis of dapagliflozin in treating high-risk patients with type 2 diabetes mellitus (T2DM), using both directly observed events in the DECLARE-TIMI 58 trial and surrogate risk factors to predict endpoints not captured within the trial. METHODS An established T2DM model was adapted to integrate survival curves derived from the DECLARE-TIMI 58 trial, and extrapolated over a lifetime for all-cause mortality, hospitalization for heart failure, stroke, myocardial infarction, hospitalization for unstable angina, and end-stage kidney disease. The economic analysis considered the overall DECLARE trial population, as well as reported patient subgroups. Total and incremental costs, life-years and quality-adjusted life-years associated with dapagliflozin versus placebo were estimated from the perspective of the UK healthcare payer. RESULTS In the UK setting, treatment with dapagliflozin compared to placebo was estimated to be dominant, with an expected increase in quality-adjusted life-years from 10.43 to 10.48 (+0.06) and a reduction in lifetime total costs from £39 451 to £36 899 (-£2552). Across all patient subgroups, dapagliflozin was estimated to be dominant, with the greatest absolute benefit in the prior heart failure subgroup (incremental lifetime costs -£4150 and quality-adjusted life-years +0.11). CONCLUSIONS The results of this study demonstrate that dapagliflozin compared to placebo appears to be cost-effective, when considering evidence reported from the DECLARE-TIMI 58 trial, at established UK willingness-to-pay thresholds. The findings highlight the potential of dapagliflozin to have a meaningful impact in reducing the economic burden of T2DM and its associated complications across a broad T2DM population.
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Akirov A, Cahn A, Del Prato S, Home P, Van Gaal L, Chan J, Ning G, Raz I. Tackling obesity during the COVID-19 pandemic. Diabetes Metab Res Rev 2021; 37:e3393. [PMID: 32797666 PMCID: PMC7435354 DOI: 10.1002/dmrr.3393] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/02/2020] [Accepted: 08/10/2020] [Indexed: 12/14/2022]
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Tsur A, Dreyfuss E, Ness-Abramof R, Pollack R, Cahn A. Role of Cannulated Prolactin Test in Evaluation of Hyperprolactinemia - A Retrospective Study. Endocr Pract 2021; 26:1304-1311. [PMID: 33471661 DOI: 10.4158/ep-2020-0260] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 06/24/2020] [Indexed: 11/15/2022]
Abstract
OBJECTIVE While guidelines propose a single elevated prolactin measurement drawn without excess venipuncture stress as sufficient for diagnosing hyperprolactinemia, this may lead to unnecessary evaluation in the setting of stress-induced hyperprolactinemia. In this study, we aimed to define the role of the cannulated prolactin test in confirming hyperprolactinemia. METHODS We conducted a retrospective review of 757 patients with unexplained hyperprolactinemia who performed a cannulated prolactin test in a community-based referral endocrine clinic between 2000-2015. The prolactin test consisted of "test-baseline" levels taken at rest (T0), and cannulated measurements at 60 and 90 minutes (T60 and T90) without repeated venipuncture. The most recent prolactin level performed prior to the test (referral-prolactin) was collected. RESULTS Referral-prolactin was available for 621 (82%) patients, of whom 324 (52.2%) normalized at T0. The probability of normoprolactinemia at T0 was 50% if referral-prolactin was 2.0-fold the upper-limit-of-normal (ULN), yet only 5% if referral-prolactin was 5.0-fold the ULN. Of the 359 patients with hyperprolactinemia at T0, prolactin normalized at T60 and/or T90 in 99 (27.6%) patients. The probability of normoprolactinemia was low (<5%) in those with T0 prolactin levels >2.4-fold ULN. Overall, of 757 prolactin tests performed, only 260 (34.3%) patients had persistent hyperprolactinemia. CONCLUSION Patients with referral-prolactin levels >5.0-fold the ULN, or a rested-prolactin (T0) >2.4-fold the ULN are unlikely to normalize during the cannulated test and consideration should be made to proceed directly with pituitary imaging. In patients with prolactin levels below these thresholds, the cannulated prolactin test may considerably reduce unnecessary investigations, treatment, and cost.
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Cahn A, Wiviott SD, Mosenzon O, Murphy SA, Goodrich EL, Yanuv I, Rozenberg A, Wilding JPH, Leiter LA, Bhatt DL, McGuire DK, Litwak L, Kooy A, Gause-Nilsson IAM, Fredriksson M, Langkilde AM, Sabatine MS, Raz I. Cardiorenal outcomes with dapagliflozin by baseline glucose-lowering agents: Post hoc analyses from DECLARE-TIMI 58. Diabetes Obes Metab 2021; 23:29-38. [PMID: 32844557 DOI: 10.1111/dom.14179] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 08/20/2020] [Accepted: 08/20/2020] [Indexed: 02/06/2023]
Abstract
AIM To assess the associations between baseline glucose-lowering agents (GLAs) and cardiorenal outcomes with dapagliflozin versus placebo in the DECLARE-TIMI 58 study. MATERIALS AND METHODS DECLARE-TIMI 58 assessed the cardiorenal outcomes of dapagliflozin versus placebo in patients with type 2 diabetes. This post hoc analysis elaborates the efficacy and safety outcomes by baseline GLA for treatment effect and GLA-based treatment interaction. RESULTS At baseline, 14 068 patients (82.0%) used metformin, 7322 (42.7%) sulphonylureas, 2888 (16.8%) dipeptidyl peptidase-4 inhibitors, 750 (4.4%) glucagon-like peptide-1 receptor agonists (GLP-1 RAs) and 7013 (40.9%) insulin. Dapagliflozin reduced the composite of cardiovascular death (CVD) and hospitalization for heart failure (HHF) versus placebo regardless of baseline GLA, with greater benefit in the small group of patients with baseline use of GLP-1 RAs (HR [95% CI] 0.37 [0.18, 0.78] vs. 0.86 [0.75, 0.98] in GLP-1 RA users vs. non-users, Pinteraction = .03). The overall HR for major adverse cardiovascular events (CVD, myocardial infarction or ischaemic stroke) was 0.93 (95% CI 0.84, 1.03) with dapagliflozin versus placebo, with no interaction by baseline GLA (Pinteraction > .05). The renal-specific outcome was reduced with dapagliflozin versus placebo in the overall cohort (HR [95%CI] 0.53[0.43-0.66]), with no interaction by baseline GLA (Pinteraction > .05). All of these outcomes were similar in those with versus those without baseline metformin use. CONCLUSIONS The effects of dapagliflozin on cardiorenal outcomes were generally consistent regardless of baseline GLA, with consistent benefits regardless of baseline metformin use. The potential clinical benefit of combining sodium-glucose co-transporter-2 inhibitors with GLP-1 RAs, given some evidence of cardiovascular risk reduction with both classes, should be explored further.
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Tsur A, Cahn A, Israel M, Feldhamer I, Hammerman A, Pollack R. Impact of flash glucose monitoring on glucose control and hospitalization in type 1 diabetes: A nationwide cohort study. Diabetes Metab Res Rev 2021; 37:e3355. [PMID: 32469094 DOI: 10.1002/dmrr.3355] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 04/21/2020] [Accepted: 05/12/2020] [Indexed: 11/08/2022]
Abstract
BACKGROUND We evaluated the impact of flash continuous glucose monitoring (FCGM) on glycemic control and healthcare burden in a large real-world cohort of patients with type 1 diabetes (T1D) initiating FCGM technology. METHODS In this retrospective cohort study, we included adults (age ≥18 years) with T1D from a large Health Maintenance Organization in Israel, who initiated FCGM during 2018. Primary outcomes included change in HbA1c ≥3 months following FCGM commencement and change in rate of internal-medicine hospitalization. Additional outcomes included changes in glucose test strip purchases, diabetes related outpatient health care visits and hospitalization for diabetic ketoacidosis (DKA) and/or severe hypoglycemia. RESULTS The study included 3490 patients, followed for a median of 14 (inter-quartile range 11-15) months after FCGM commencement. Among 2682 patients with an HbA1c measured both at baseline and ≥3 months after FCGM initiation, average HbA1c declined from 8.1% ± 1.46% to 7.9% ± 1.31% (P < .001) at first measurement and was maintained during follow up. Specifically, in those with HbA1c ≥8%, a mean decline of 0.5% (P < .001) was observed. A clinically significant HbA1c reduction of ≥0.5% was experienced by 25.5% of the patients. The rate of internal medicine hospitalization, visits to primary care, or visits to endocrine/diabetes specialists in the period following FCGM commencement vs the 6 months prior was significantly reduced (P < .001). Hospitalization for DKA and/or hypoglycemia declined as well (P = .004). CONCLUSIONS FCGM was associated with significant and durable improvement in glycemic control as well as reduced consumption of healthcare services.
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Ibrahim M, Baker J, Cahn A, Eckel RH, El Sayed NA, Fischl AH, Gaede P, Leslie RD, Pieralice S, Tuccinardi D, Pozzilli P, Richelsen B, Roitman E, Standl E, Toledano Y, Tuomilehto J, Weber SL, Umpierrez GE. Hypoglycaemia and its management in primary care setting. Diabetes Metab Res Rev 2020; 36:e3332. [PMID: 32343474 DOI: 10.1002/dmrr.3332] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 03/30/2020] [Accepted: 04/20/2020] [Indexed: 12/14/2022]
Abstract
Hypoglycaemia is common in patients with type 1 diabetes and type 2 diabetes and constitutes a major limiting factor in achieving glycaemic control among people with diabetes. While hypoglycaemia is defined as a blood glucose level under 70 mg/dL (3.9 mmol/L), symptoms may occur at higher blood glucose levels in individuals with poor glycaemic control. Severe hypoglycaemia is defined as an episode requiring the assistance of another person to actively administer carbohydrate, glucagon, or take other corrective actions to assure neurologic recovery. Hypoglycaemia is the most important safety outcome in clinical studies of glucose lowering agents. The American Diabetes Association Standards of Medical Care recommends that a management protocol for hypoglycaemia should be designed and implemented by every hospital, along with a clear prevention and treatment plan. A tailored approach, using clinical and pathophysiologic disease stratification, can help individualize glycaemic goals and promote new therapies to improve quality of life of patients. Data from recent large clinical trials reported low risk of hypoglycaemic events with the use of newer anti-diabetic drugs. Increased hypoglycaemia risk is observed with the use of insulin and/or sulphonylureas. Vulnerable patients with T2D at dual risk of severe hypoglycaemia and cardiovascular outcomes show features of "frailty." Many of such patients may be better treated by the use of GLP-1 receptor agonists or SGLT2 inhibitors rather than insulin. Continuous glucose monitoring (CGM) should be considered for all individuals with increased risk for hypoglycaemia, impaired hypoglycaemia awareness, frequent nocturnal hypoglycaemia and with history of severe hypoglycaemia. Patients with impaired awareness of hypoglycaemia benefit from real-time CGM. The diabetes educator is an invaluable resource and can devote the time needed to thoroughly educate the individual to reduce the risk of hypoglycaemia and integrate the information within the entire construct of diabetes self-management. Conversations about hypoglycaemia facilitated by a healthcare professional may reduce the burden and fear of hypoglycaemia among patients with diabetes and their family members. Optimizing insulin doses and carbohydrate intake, in addition to a short warm up before or after the physical activity sessions may help avoiding hypoglycaemia. Several therapeutic considerations are important to reduce hypoglycaemia risk during pregnancy including administration of rapid-acting insulin analogues rather than human insulin, pre-conception initiation of insulin analogues, and immediate postpartum insulin dose reduction.
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Pollack R, Ashash A, Cahn A, Rottenberg Y, Stern H, Dresner-Pollak R. Immune Checkpoint Inhibitor-induced Thyroid Dysfunction Is Associated with Higher Body Mass Index. J Clin Endocrinol Metab 2020; 105:5872027. [PMID: 32668461 DOI: 10.1210/clinem/dgaa458] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 07/10/2020] [Indexed: 02/04/2023]
Abstract
CONTEXT Obesity is a proinflammatory metabolic state that may play a role in the development of immune-related adverse events (irAEs) associated with immune checkpoint inhibitor therapy. OBJECTIVE To characterize the association between body mass index (BMI) and thyroid irAEs. METHODS We performed a single-center, retrospective analysis of 185 cancer patients treated with anti-PD-1/L1 from January 2014 to December 2018. Patients with normal thyroid function at baseline and available BMI were included. MAIN OUTCOME MEASURES The primary endpoint was difference in BMI in patients who developed overt thyroid dysfunction versus those who remained euthyroid following anti-PD-1/L1 initiation. Additional endpoints included any (overt or subclinical) thyroid dysfunction, overt thyrotoxicosis or overt hypothyroidism, and time to development of dysfunction according to BMI. RESULTS Any thyroid dysfunction developed in 72 (38.9%) patients and 41 (22.1%) developed overt thyroid dysfunction. Mean BMI was higher in those with overt thyroid dysfunction versus euthyroid (27.3 ± 6.0 vs 24.9 ± 4.5, P = .03). Development of overt thyrotoxicosis versus remaining euthyroid was associated with higher BMI (28.9 ± 5.9 vs 24.9 ± 4.5; P < .01), whereas overt hypothyroidism was not (26.7 ± 5.5 vs 24.9 ± 4.5, P = .10). Overt thyrotoxicosis developed within 57.5 (interquartile range [IQR] 31.8-78.8) days of treatment in the low-normal BMI group, 38.0 (IQR 26.8-40.5) days in the overweight group, and 23.0 (IQR 21.0-28.0) days in the obese group (P = .02). CONCLUSIONS Patients treated with PD-1/L1 inhibitors were more likely to develop thyroid irAEs, specifically overt thyrotoxicosis, with increasing BMI. Overt thyrotoxicosis occurred earlier in obese versus leaner patients. These data highlight the complex interplay between obesity and immune response in immune checkpoint inhibitor-treated patients.
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Bonaca MP, Wiviott SD, Zelniker TA, Mosenzon O, Bhatt DL, Leiter LA, McGuire DK, Goodrich EL, De Mendonca Furtado RH, Wilding JPH, Cahn A, Gause-Nilsson IAM, Johanson P, Fredriksson M, Johansson PA, Langkilde AM, Raz I, Sabatine MS. Dapagliflozin and Cardiac, Kidney, and Limb Outcomes in Patients With and Without Peripheral Artery Disease in DECLARE-TIMI 58. Circulation 2020; 142:734-747. [PMID: 32795086 DOI: 10.1161/circulationaha.119.044775] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Patients with peripheral artery disease (PAD) are at heightened risk of cardiovascular complications. The sodium-glucose cotransporter 2 inhibitor dapagliflozin reduces the risk for hospitalization for heart failure (HHF) and kidney events in patients with type 2 diabetes mellitus. An increased risk of amputation has been observed with canagliflozin in 1 previous trial. We examined cardiovascular and kidney efficacy and the risk of limb-related events in patients with and without PAD in an exploratory analysis. METHODS A total of 17 160 patients with type 2 diabetes mellitus, including 1025 (6%) with PAD, were randomized. Key efficacy outcomes were MACE (cardiovascular [CV] death, myocardial infarction, stroke), CV death/HHF, and progression of kidney disease. Amputations, peripheral revascularization, and limb ischemic adverse events were site-reported and categorized by a blinded reviewer. RESULTS Patients in the placebo arm with PAD versus those without tended to have higher adjusted risk of CV death, myocardial infarction, or stroke (adjusted hazard ratio [HR], 1.23 [95% CI, 0.97-1.56], P=0.094) and significantly higher adjusted risk of CV death/HHF (adjusted HR, 1.60 [95% CI, 1.21-2.12], P=0.0010) and progression of kidney disease (adjusted HR, 1.51 [95% CI, 1.13 - 2.03], P=0.0058), and limb adverse events (adjusted HR, 8.37, P<0.001). The relative risk reductions with dapagliflozin for CV death/HHF (HR, 0.86, PAD; HR, 0.82, no-PAD; P-interaction=0.79) and progression of kidney disease (HR, 0.78, PAD; HR, 0.76, no-PAD; P-interaction=0.84) were consistent regardless of PAD. There were 560 patients who had at least 1 limb ischemic event, 454 patients with at least 1 peripheral revascularization, and 236 patients with at least 1 amputation, with a total of 407 amputations reported. Overall, there were no significant differences in any limb outcome with dapagliflozin versus placebo including limb ischemic adverse events (HR, 1.07 [95% CI, 0.90-1.26]) and amputation (HR, 1.09 [95% CI, 0.84-1.40]), with no significant interactions by a history of PAD versus not (P-interactions=0.30 and 0.093, respectively). CONCLUSIONS Patients with versus without PAD are at a higher risk of CV death of CV death, HHF, and kidney outcomes, and have a consistent benefits for CV death/HHF and progression of kidney disease with dapagliflozin. Patients with PAD had a higher risk of limb events, with no consistent pattern of incremental risk observed with dapagliflozin. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT01730534.
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Cahn A, Raz I, Bonaca M, Mosenzon O, Murphy SA, Yanuv I, Rozenberg A, Wilding JPH, Bhatt DL, McGuire DK, Gause-Nilsson IAM, Fredriksson M, Johansson PA, Jermendy G, Hadjadj S, Langkilde AM, Sabatine MS, Wiviott SD, Leiter LA. Safety of dapagliflozin in a broad population of patients with type 2 diabetes: Analyses from the DECLARE-TIMI 58 study. Diabetes Obes Metab 2020; 22:1357-1368. [PMID: 32239659 DOI: 10.1111/dom.14041] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Revised: 03/26/2020] [Accepted: 03/26/2020] [Indexed: 02/06/2023]
Abstract
AIMS To evaluate comprehensively the safety of dapagliflozin in patients with type 2 diabetes (T2DM), with emphasis placed on potential safety concerns related to the sodium-glucose co-transporter-2 inhibitor class. METHODS In the Dapagliflozin Effect on Cardiovascular Events - Thrombolysis in Myocardial Infarction 58 (DECLARE-TIMI 58) study, 17 160 patients with T2DM were randomized to dapagliflozin or placebo and followed for a median of 4.2 years. Safety was evaluated in 17 143 patients receiving at least one dose of study drug. RESULTS Acute kidney injury occurred less frequently with dapagliflozin, and adverse events suggestive of volume depletion were balanced between treatment groups, both irrespective of baseline estimated glomerular filtration rate, blood pressure, diuretic or loop diuretic use (interaction P values >0.05). Fractures and malignancies were balanced between the groups, irrespective of sex, diabetes duration or smoking (interaction P values >0.05) and fewer cases of bladder cancer occurred in the dapagliflozin versus the placebo group. Diabetic ketoacidosis was very rare, but more frequent with dapagliflozin versus placebo (27 vs. 12 patients with events; P = 0.02), yet signs, symptoms and contributing factors were similar in the two groups. Major hypoglycaemia occurred less frequently with dapagliflozin versus placebo, regardless of baseline use of either insulin or sulphonylureas (interaction P values >0.05). There were more adverse events of genital infections leading to discontinuation of study drug in the dapagliflozin versus the placebo group, but serious genital infections were few and balanced between treatment groups. Urinary tract infections, acute pyelonephritis and urosepsis were also balanced between treatment groups. CONCLUSIONS Dapagliflozin was well tolerated. The long duration and large number of patient-years in DECLARE-TIMI 58 comprehensively addressed previous safety questions, confirming the robust safety profile of dapagliflozin.
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Bajaj HS, Raz I, Mosenzon O, Murphy SA, Rozenberg A, Yanuv I, Bhatt DL, Leiter LA, McGuire DK, Wilding JPH, Gause-Nilsson IAM, Sabatine MS, Wiviott SD, Cahn A. Cardiovascular and renal benefits of dapagliflozin in patients with short and long-standing type 2 diabetes: Analysis from the DECLARE-TIMI 58 trial. Diabetes Obes Metab 2020; 22:1122-1131. [PMID: 32090404 DOI: 10.1111/dom.14011] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 02/15/2020] [Accepted: 02/18/2020] [Indexed: 01/07/2023]
Abstract
AIM To investigate whether the cardiovascular and renal benefits observed with dapagliflozin in the DECLARE-TIMI 58 trial are also observed in patients with short and long-standing diabetes. MATERIALS AND METHODS This post hoc analysis studied the dual primary efficacy endpoints, a composite of cardiovascular death or hospitalization for heart failure (CVD/HHF) and major adverse cardiovascular events (MACE; CVD, myocardial infarction [MI], ischaemic stroke) by diabetes duration. RESULTS Of the 17 160 patients, 3836 had diabetes duration of ≤5 years, 4731 >5-10 years, 3952 >10-15 years, 2433 >15-20 years and 2206 >20 years. Dapagliflozin reduced the risk of CVD/HHF by a similar amount across diabetes duration subgroups, ranging from HR 0.79 (0.58-1.06) in patients with diabetes duration of ≤5 years to 0.75 (0.55-1.03) in those patients with diabetes duration of >20 years (interaction trend P-value 0.76). Hazard ratios (HRs) for MACE ranged from 1.08 (0.87-1.35) in patients with diabetes duration of ≤5 years to 0.67 (0.52-0.86) in those patients with diabetes duration of >20 years (interaction trend P-value 0.004). This was driven by greater reductions in the risk of MI and ischaemic stroke with dapagliflozin in patients with long-standing diabetes (interaction trend P-values 0.019 and 0.015, respectively). The duration-based MACE heterogeneity was apparent in those with or without a history of prior MI and in those with multiple risk factors. The renal-specific outcome was reduced with dapagliflozin with HRs ranging from 0.79 (0.47-1.34) in patients with diabetes duration of ≤5 years to 0.42 (0.25-0.72) in those patients with diabetes duration of >20 years (interaction trend P-value 0.084). CONCLUSIONS Dapagliflozin reduced the risk of CVD/HHF consistently, regardless of diabetes duration, whereas the treatment effect for MACE differed by duration subgroups, with significant reductions with dapagliflozin in patients with long-standing diabetes.
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Pollack R, Ashash A, Cahn A, Dresner-Pollak R. OR28-07 Increased BMI Is Associated With Anti PD-1/PD-L1-Induced Thyroid Immune-Related Adverse Events. J Endocr Soc 2020. [PMCID: PMC7208668 DOI: 10.1210/jendso/bvaa046.2062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Background: Immune checkpoint inhibitors have revolutionized cancer therapy, however, are associated with immune related adverse events (irAEs). Obesity is a pro-inflammatory metabolic state that may play a role in the development of irAEs. Hypothesis: We hypothesized that likelihood of developing thyroid irAEs following anti-PD-1/L1 therapy increases with increasing body mass index (BMI). Methods: We retrospectively analyzed data of 187 cancer patients who initiated anti-PD-1/L1 at our institution between 01/2014-12/2018, had normal thyroid function tests at baseline and had baseline BMI data available. Results: Overall, 97 (52.2%) patients were with low-normal BMI (<25 kg/m2), 52 (28.0%) overweight (≥25-30 kg/m2) and 37 (19.9%) obese (≥30 kg/m2). Thyroid dysfunction (hyper or hypo, overt or subclinical) developed in 72/187 (38.7%) patients, of whom 29/97 (29.9%) had low-normal BMI, 22/52 (42.3%) were overweight and 21/37 (56.8%) obese (p=0.14). With every 1 kg/m2 increase in BMI, the likelihood of thyroid dysfunction increased by 8.8% (p=0.004). Overt hyperthyroidism occurred in 32/186 (9.1%) of the patients - in 4.1% of patients with low-normal BMI, 11.5% of overweight patients and 18.9% of obese (p=0.006). Overt hypothyroidism occurred in 32/186 (17.2%) of the patients and was not significantly associated with BMI. Hyperthyroidism followed by overt hypothyroidism, consistent with thyroiditis, occurred in 13/186 (7.0%) of patients and was significantly associated with increasing BMI category (p=0.03). Conclusions: Increased BMI was associated with increased thyroid irAEs in patients treated with PD-1/L1 inhibitors. Further exploration of the interaction between obesity and immunotherapy may provide insight into the role of inflammation in mediating immune response.
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Oyama K, Raz I, Cahn A, Kuder J, Murphy S, Bhatt D, Leiter LA, McGuire DK, Wilding J, Park KS, Goudev A, Diaz R, Špinar J, Gause-Nilsson I, Mosenzon O, Sabatine M, Wiviott SD. EFFECTS OF DAPAGLIFLOZIN ON CARDIOVASCULAR OUTCOMES ACROSS BODY MASS INDEX CATEGORIES IN PATIENTS WITH TYPE 2 DIABETES MELLITUS IN THE DECLARE TIMI 58 TRIAL. J Am Coll Cardiol 2020. [DOI: 10.1016/s0735-1097(20)31287-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Khanh TQ, Hao PN, Roitman E, Raz I, Marganitt B, Cahn A. Digital Diabetes Care System Observations from a Pilot Evaluation Study in Vietnam. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17030937. [PMID: 32028707 PMCID: PMC7037177 DOI: 10.3390/ijerph17030937] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Revised: 01/31/2020] [Accepted: 02/01/2020] [Indexed: 11/29/2022]
Abstract
Digital technologies are gaining an important role in the management of patients with diabetes. We assessed clinical outcomes and user satisfaction of incorporating a digital diabetes care system in diabetes clinics of a developing country. The system integrated a wireless blood glucose monitor that communicates data to any smartphone utilizing a patented acoustic data transfer method, a mobile-app, and cloud-based software that stores, analyzes, and presents data. Five hospital endocrinology clinics in Vietnam sequentially recruited all patients willing to join the study, providing they had a smartphone and access to internet connectivity. Face-to-face visits were conducted at baseline and at 12 weeks, with monthly digital visits scheduled in the interim and additional digital visits performed as needed. HbA1c levels were measured at baseline and at 12 weeks (±20 days). The study included 300 patients of whom 279 completed the evaluation. Average glucose levels declined from 170.4 ± 64.6 mg/dL in the first 2 weeks to 150.8 ± 53.2 mg/dL in the last 2 weeks (n = 221; p < 0.001). HbA1c levels at baseline and 12 weeks declined from 8.3% ± 1.9% to 7.6% ± 1.3% (n = 126; p < 0.001). The digital solution was broadly accepted by both patients and healthcare professionals and improved glycemic outcomes. The durability, scalability, and cost-effectiveness of this approach merits further study.
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Cahn A, Mosenzon O, Wiviott SD, Rozenberg A, Yanuv I, Goodrich EL, Murphy SA, Bhatt DL, Leiter LA, McGuire DK, Wilding JPH, Gause-Nilsson IAM, Fredriksson M, Johansson PA, Langkilde AM, Sabatine MS, Raz I. Efficacy and Safety of Dapagliflozin in the Elderly: Analysis From the DECLARE-TIMI 58 Study. Diabetes Care 2020; 43:468-475. [PMID: 31843945 DOI: 10.2337/dc19-1476] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 11/17/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Data regarding the effects of sodium-glucose cotransporter 2 inhibitors in the elderly (age ≥65 years) and very elderly (age ≥75 years) are limited. RESEARCH DESIGN AND METHODS The Dapagliflozin Effect on Cardiovascular Events (DECLARE)-TIMI 58 assessed cardiac and renal outcomes of dapagliflozin versus placebo in patients with type 2 diabetes. Efficacy and safety outcomes were studied within age subgroups for treatment effect and age-based treatment interaction. RESULTS Of the 17,160 patients, 9,253 were <65 years of age, 6,811 ≥65 to <75 years, and 1,096 ≥75 years. Dapagliflozin reduced the composite of cardiovascular death or hospitalization for heart failure consistently, with a hazard ratio (HR) of 0.88 (95% CI 0.72, 1.07), 0.77 (0.63, 0.94), and 0.94 (0.65, 1.36) in age-groups <65, ≥65 to <75, and ≥75 years, respectively (interaction P value 0.5277). Overall, dapagliflozin did not significantly decrease the rates of major adverse cardiovascular events, with HR 0.93 (95% CI 0.81, 1.08), 0.97 (0.83, 1.13), and 0.84 (0.61, 1.15) in age-groups <65, ≥65 to <75, and ≥75 years, respectively (interaction P value 0.7352). The relative risk reduction for the secondary prespecified cardiorenal composite outcome ranged from 18% to 28% in the different age-groups with no heterogeneity. Major hypoglycemia was less frequent with dapagliflozin versus placebo, with HR 0.97 (95% CI 0.58, 1.64), 0.50 (0.29, 0.84), and 0.68 (0.29, 1.57) in age-groups <65, ≥65 to <75, and ≥75 years, respectively (interaction P value 0.2107). Safety outcomes, including fractures, volume depletion, cancer, urinary tract infections, and amputations were balanced with dapagliflozin versus placebo, and acute kidney injury was reduced, all regardless of age. Genital infections that were serious or led to discontinuation of the study drug and diabetic ketoacidosis were uncommon, yet more frequent with dapagliflozin versus placebo, without heterogeneity (interaction P values 0.1058 and 0.8433, respectively). CONCLUSIONS The overall efficacy and safety of dapagliflozin are consistent regardless of age.
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Cahn A, Shoshan A, Sagiv T, Yesharim R, Goshen R, Shalev V, Raz I. Prediction of progression from pre-diabetes to diabetes: Development and validation of a machine learning model. Diabetes Metab Res Rev 2020; 36:e3252. [PMID: 31943669 DOI: 10.1002/dmrr.3252] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 11/17/2019] [Accepted: 11/19/2019] [Indexed: 12/24/2022]
Abstract
AIMS Identification, a priori, of those at high risk of progression from pre-diabetes to diabetes may enable targeted delivery of interventional programmes while avoiding the burden of prevention and treatment in those at low risk. We studied whether the use of a machine-learning model can improve the prediction of incident diabetes utilizing patient data from electronic medical records. METHODS A machine-learning model predicting the progression from pre-diabetes to diabetes was developed using a gradient boosted trees model. The model was trained on data from The Health Improvement Network (THIN) database cohort, internally validated on THIN data not used for training, and externally validated on the Canadian AppleTree and the Israeli Maccabi Health Services (MHS) data sets. The model's predictive ability was compared with that of a logistic-regression model within each data set. RESULTS A cohort of 852 454 individuals with pre-diabetes (glucose ≥ 100 mg/dL and/or HbA1c ≥ 5.7) was used for model training including 4.9 million time points using 900 features. The full model was eventually implemented using 69 variables, generated from 11 basic signals. The machine-learning model demonstrated superiority over the logistic-regression model, which was maintained at all sensitivity levels - comparing AUC [95% CI] between the models; in the THIN data set (0.865 [0.860,0.869] vs 0.778 [0.773,0.784] P < .05), the AppleTree data set (0.907 [0.896, 0.919] vs 0.880 [0.867, 0.894] P < .05) and the MHS data set (0.925 [0.923, 0.927] vs 0.876 [0.872, 0.879] P < .05). CONCLUSIONS Machine-learning models preserve their performance across populations in diabetes prediction, and can be integrated into large clinical systems, leading to judicious selection of persons for interventional programmes.
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Çavuşoğlu Y, Altay H, Cahn A, Celik A, Demir S, Kılıçaslan B, Nalbantgil S, Raz I, Temizhan A, Yıldırımtürk Ö, Yılmaz MB. [Sodium glucose co-transporter 2 inhibitors in heart failure therapy]. Turk Kardiyol Dern Ars 2020; 48:330-354. [PMID: 32281958 DOI: 10.5543/tkda.2020.74332] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Cahn A, Cernea S, Raz I. The SONAR study-is there a future for endothelin receptor antagonists in diabetic kidney disease? ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:S330. [PMID: 32016048 DOI: 10.21037/atm.2019.09.117] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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