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Bhatt AS, Fonarow GC, Greene SJ, Holmes DN, Alhanti B, Devore AD, Butler J, Heidenreich PA, Huang JC, Kittleson MM, Linganathan K, Joyntmaddox KE, McDermott JJ, Owens AT, Peterson PN, Solomon SD, Vardeny O, Yancy CW, Vaduganathan M. Medical Therapy Before, During and After Hospitalization in Medicare Beneficiaries With Heart Failure and Diabetes: Get With The Guidelines - Heart Failure Registry. J Card Fail 2024; 30:319-328. [PMID: 37757995 DOI: 10.1016/j.cardfail.2023.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 08/23/2023] [Accepted: 09/03/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND Patients hospitalized with heart failure (HF) and diabetes mellitus (DM) are at risk for worsening clinical status. Little is known about the frequency of therapeutic changes during hospitalization. We characterized the use of medical therapies before, during and after hospitalization in patients with HF and DM. METHODS We identified Medicare beneficiaries in Get With The Guidelines-Heart Failure (GWTG-HF) hospitalized between July 2014 and September 2019 with Part D prescription coverage. We evaluated trends in the use of 7 classes of antihyperglycemic therapies (metformin, sulfonylureas, GLP-1RA, SGLT2-inhibitors, DPP-4 inhibitors, thiazolidinediones, and insulins) and 4 classes of HF therapies (evidence-based β-blockers, ACEi or ARB, MRA, and ARNI). Medication fills were assessed at 6 and 3 months before hospitalization, at hospital discharge and at 3 months post-discharge. RESULTS Among 35,165 Medicare beneficiaries, the median age was 77 years, 54% were women, and 76% were white; 11,660 (33%) had HFrEF (LVEF ≤ 40%), 3700 (11%) had HFmrEF (LVEF 41%-49%), and 19,805 (56%) had HFpEF (LVEF ≥ 50%). Overall, insulin was the most commonly prescribed antihyperglycemic after HF hospitalization (n = 12,919, 37%), followed by metformin (n = 7460, 21%) and sulfonylureas (n = 7030, 20%). GLP-1RA (n = 700, 2.0%) and SGLT2i (n = 287, 1.0%) use was low and did not improve over time. In patients with HFrEF, evidence-based beta-blocker, RASi, MRA, and ARNI fills during the 6 months preceding HF hospitalization were 63%, 62%, 19%, and 4%, respectively. Fills initially declined prior to hospitalization, but then rose from 3 months before hospitalization to discharge (beta-blocker: 56%-82%; RASi: 51%-57%, MRA: 15%-28%, ARNI: 3%-6%, triple therapy: 8%-20%; P < 0.01 for all). Prescription rates 3 months after hospitalization were similar to those at hospital discharge. CONCLUSIONS In-hospital optimization of medical therapy in patients with HF and DM is common in participating hospitals of a large US quality improvement registry.
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Affiliation(s)
- Ankeet S Bhatt
- Kaiser Permanente San Francisco Medical Center and Division of Research, Oakland, CA; Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Gregg C Fonarow
- Ahmanson-UCLA Cardiomyopathy Center, University of California, Los Angeles, Los Angeles, CA
| | - Stephen J Greene
- Division of Cardiology, Duke University School of Medicine, Durham, NC; Duke Clinical Research Institute, Durham, NC
| | | | | | - Adam D Devore
- Division of Cardiology, Duke University School of Medicine, Durham, NC; Duke Clinical Research Institute, Durham, NC
| | - Javed Butler
- Baylor Scott and White Research Institute, Dallas, Texas
| | - Paul A Heidenreich
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA
| | | | | | | | - Karen E Joyntmaddox
- Department of Medicine, Cardiovascular Division, Washington University School of Medicine, St. Louis, MO
| | | | - Anjali Tiku Owens
- Heart and Vascular Center, Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, PA
| | - Pamela N Peterson
- Department of Medicine, Denver Health Medical Center, Denver, CO; Department of Medicine, University of Colorado Anschutz Medical Center, Aurora, CO
| | - Scott D Solomon
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Orly Vardeny
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, University of Minnesota, Minneapolis, MN
| | - Clyde W Yancy
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Muthiah Vaduganathan
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
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2
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Mansour O, Paik JM, Wyss R, Mastrorilli JM, Bessette LG, Lu Z, Tsacogianis T, Lin KJ. A Novel Chronic Kidney Disease Phenotyping Algorithm Using Combined Electronic Health Record and Claims Data. Clin Epidemiol 2023; 15:299-307. [PMID: 36919110 PMCID: PMC10008306 DOI: 10.2147/clep.s397020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 02/16/2023] [Indexed: 03/10/2023] Open
Abstract
Purpose Because chronic kidney disease (CKD) is often under-coded as a diagnosis in claims data, we aimed to develop claims-based prediction models for CKD phenotypes determined by laboratory results in electronic health records (EHRs). Patients and Methods We linked EHR from two networks (used as training and validation cohorts, respectively) with Medicare claims data. The study cohort included individuals ≥65 years with a valid serum creatinine result in the EHR from 2007 to 2017, excluding those with end-stage kidney disease or on dialysis. We used LASSO regression to select among 134 predictors for predicting continuous estimated glomerular filtration rate (eGFR). We assessed the model performance when predicting eGFR categories of <60, <45, <30 mL/min/1.73m2 in terms of area under the receiver operating curves (AUC). Results The model training cohort included 117,476 patients (mean age 74.8 years, female 58.2%) and the validation cohort included 56,744 patients (mean age 73.8 years, female 59.6%). In the validation cohort, the AUC of the primary model (with 113 predictors and an adjusted R2 of 0.35) for predicting eGFR <60, eGFR<45, and eGFR <30 mL/min/1.73m2 categories was 0.81, 0.88, and 0.92, respectively, and the corresponding positive predictive values for these 3 phenotypes were 0.80 (95% confidence interval: 0.79, 0.81), 0.79 (0.75, 0.84), and 0.38 (0.30, 0.45), respectively. Conclusion We developed a claims-based model to determine clinical phenotypes of CKD stages defined by eGFR values. Researchers without access to laboratory results can use the model-predicted phenotypes as a proxy clinical endpoint or confounder and to enhance subgroup effect assessment.
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Affiliation(s)
- Omar Mansour
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Julie M Paik
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Renal Division, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- New England Geriatric Research Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
| | - Richard Wyss
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Julianna M Mastrorilli
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Lily Gui Bessette
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Zhigang Lu
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Theodore Tsacogianis
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Kueiyu Joshua Lin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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3
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Radhoe SP, Veenis JF, Linssen GCM, van der Lee C, Eurlings LWM, Kragten H, Al-Windy NYY, van der Spank A, Koudstaal S, Brunner-La Rocca HP, Brugts JJ. Diabetes and treatment of chronic heart failure in a large real-world heart failure population. ESC Heart Fail 2021; 9:353-362. [PMID: 34862765 PMCID: PMC8788034 DOI: 10.1002/ehf2.13743] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 11/06/2021] [Accepted: 11/17/2021] [Indexed: 12/11/2022] Open
Abstract
Aims Although diabetes mellitus (DM) is a common co‐morbidity in chronic heart failure (HF) patients, European data on concurrent HF and DM treatment are lacking. Therefore, we have studied the HF treatment of patients with and without DM. Additionally, with the recent breakthrough of sodium–glucose cotransporter 2 (SGLT2) inhibitors in the field of HF, we studied the potential impact of this new drug in a large cohort of HF patients. Methods and results A total of 7488 patients with chronic HF with a left ventricular ejection fraction <50% from 34 Dutch outpatient HF clinics between 2013 and 2016 were analysed on diabetic status and background HF therapy. Average age of the total population was 72.8 years (±11.7 years), and 64% of the patients were male. Diabetes was present in 29% of the patients (N = 2174). Diabetics had a worse renal function (mean estimated glomerular filtration rate 56 vs. 61 mL/min/1.73 m2, P < 0.001). Renin–angiotensin system inhibitors were less often prescribed in diabetics compared with non‐diabetics (79% vs. 82%, P = 0.001), while no significant differences regarding other guideline‐recommended HF drugs were found. Target doses of beta‐blockers (23% vs. 16%, P < 0.001), renin–angiotensin system inhibitors (47% vs. 43%, P = 0.009), and mineralocorticoid receptor antagonists (57% vs. 51%, P = 0.005) were more often prescribed in diabetics than non‐diabetics. Based on the latest trials on SGLT2 inhibitors, 31–64% of all HF patients would fulfil the eligibility or enrichment criteria (with vs. without N‐terminal prohormone BNP criterion). Conclusions In this large real‐world HF registry, a high prevalence of DM was observed and diabetics more often received guideline‐recommended target doses. Based on current evidence, the majority of patients would fulfil the enrichment criteria of SGLT2 trials in HF and the impact of this new drug class will be large.
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Affiliation(s)
- Sumant P Radhoe
- Department of Cardiology, Thorax Center, Erasmus MC, University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015GD, The Netherlands
| | - Jesse F Veenis
- Department of Cardiology, Thorax Center, Erasmus MC, University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015GD, The Netherlands
| | - Gerard C M Linssen
- Department of Cardiology, Hospital Group Twente, Almelo and Hengelo, The Netherlands
| | - Chris van der Lee
- Department of Cardiology, Streekziekenhuis Koningin Beatrix, Winterswijk, The Netherlands
| | - Luc W M Eurlings
- Department of Cardiology, VieCuri Medisch Centrum, Venlo, The Netherlands
| | - Hans Kragten
- Department of Cardiology, Zuyderland Medisch Centrum, Heerlen, The Netherlands
| | | | | | - Stefan Koudstaal
- Department of Cardiology, University Medical Center Utrecht and Utrecht University, Utrecht, The Netherlands
| | | | - Jasper J Brugts
- Department of Cardiology, Thorax Center, Erasmus MC, University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015GD, The Netherlands
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Filippatos G, Anker SD, Agarwal R, Ruilope LM, Rossing P, Bakris GL, Tasto C, Joseph A, Kolkhof P, Lage A, Pitt B. Finerenone Reduces Risk of Incident Heart Failure in Patients With Chronic Kidney Disease and Type 2 Diabetes: Analyses from the FIGARO-DKD Trial. Circulation 2021; 145:437-447. [PMID: 34775784 PMCID: PMC8812430 DOI: 10.1161/circulationaha.121.057983] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Background: Chronic kidney disease (CKD) and type 2 diabetes (T2D) are independently associated with heart failure (HF), a leading cause of morbidity and mortality. In the FIDELIO-DKD and FIGARO DKD trials, finerenone (a selective, nonsteroidal mineralocorticoid receptor antagonist) improved cardiovascular outcomes in patients with albuminuric CKD and T2D. These prespecified analyses from FIGARO-DKD assessed the impact of finerenone on clinically important HF outcomes. Methods: Patients with T2D and albuminuric CKD (urine albumin-to-creatinine ratio [UACR] ≥30 to <300 mg/g and estimated glomerular filtration rate [eGFR] ≥25 to ≤90 ml/min/1.73 m2, or UACR ≥300 to ≤5000 mg/g and eGFR ≥60 ml/min/1.73 m2,), without symptomatic HF with reduced ejection fraction, were randomized to finerenone or placebo. Time-to-first event outcomes included: new-onset HF (first hospitalization for HF [HHF] in patients without a history of HF at baseline); cardiovascular death or first HHF; HF-related death or first HHF; first HHF; cardiovascular death or total (first or recurrent) HHF; HF-related death or total HHF; and total HHF. Outcomes were evaluated in the overall population and in prespecified subgroups categorized by baseline HF history (as reported by the investigators). Results: Overall, 7352 patients were included in these analyses; 571 (7.8%) had a history of HF at baseline. New-onset HF was significantly reduced with finerenone versus placebo (1.9% versus 2.8%; hazard ratio [HR], 0.68 [95% CI 0.50-0.93]; P=0.0162). In the overall population, the incidences of all HF outcomes analyzed were significantly lower with finerenone than placebo, including a 18% lower risk of cardiovascular death or first HHF (HR, 0.82 [95% CI 0.70-0.95]; P=0.011), a 29% lower risk of first HHF (HR, 0.71 [95% CI 0.56-0.90]; P=0.0043) and a 30% lower rate of total HHF (rate ratio, 0.70 [95% CI, 0.52- 0.94]). The effects of finerenone on improving HF outcomes were not modified by a history of HF. The incidence of treatment-emergent adverse events was balanced between treatment groups. Conclusions: The results from these FIGARO-DKD analyses demonstrate that finerenone reduces new-onset HF and improves other HF outcomes in patients with CKD and T2D, irrespective of a history of HF.
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Affiliation(s)
- Gerasimos Filippatos
- National and Kapodistrian University of Athens, School of Medicine, Department of Cardiology, Attikon University Hospital, Athens, Greece
| | - Stefan D Anker
- Department of Cardiology (CVK) and Berlin Institute of Health Center for Regenerative Therapies, German Centre for Cardiovascular Research Partner Site Berlin, Charité Universitätsmedizin, Berlin, Germany
| | - Rajiv Agarwal
- Richard L. Roudebush VA Medical Center and Indiana University, Indianapolis, IN
| | - Luis M Ruilope
- Cardiorenal Translational Laboratory and Hypertension Unit, Institute of Research imas12, Madrid, Spain; CIBER-CV, Hospital Universitario 12 de Octubre, Madrid, Spain; Faculty of Sport Sciences, European University of Madrid, Madrid, Spain
| | - Peter Rossing
- Steno Diabetes Center Copenhagen, Gentofte, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - George L Bakris
- Department of Medicine, University of Chicago Medicine, Chicago, IL
| | - Christoph Tasto
- Research and Development, Statistics and Data Insights, Bayer AG, Wuppertal, Germany
| | - Amer Joseph
- Research and Development, Cardiology and Nephrology Clinical Development, Bayer AG, Berlin, Germany
| | - Peter Kolkhof
- Preclinical Research Cardiovascular, Pharmaceuticals, Research & Development, Bayer AG, Wuppertal, Germany
| | - Andrea Lage
- Cardiology and Nephrology Clinical Development, Bayer SA, São Paulo, Brazil
| | - Bertram Pitt
- Department of Medicine, University of Michigan School of Medicine, Ann Arbor MI
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5
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Sarkar S, Heyward J, Alexander GC, Kalyani RR. Trends in Insulin Types and Devices Used by Adults With Type 2 Diabetes in the United States, 2016 to 2020. JAMA Netw Open 2021; 4:e2128782. [PMID: 34636912 PMCID: PMC8511976 DOI: 10.1001/jamanetworkopen.2021.28782] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Despite rising costs and public scrutiny devoted to insulin, less is known regarding recent trends in its ambulatory use in the United States. OBJECTIVE To characterize trends in ambulatory insulin use, overall and based on insulin characteristics, among adults with type 2 diabetes in the United States from January 1, 2016, through December 31, 2020. DESIGN, SETTING, AND PARTICIPANTS This serial cross-sectional study included patients whose data were collected in IQVIA's National Disease and Therapeutic Index (NDTI), a 2-stage, all-payer, nationally representative audit of outpatient care. Approximately 4800 physicians each calendar quarter completed a form for 2 consecutive days regarding visits for each of their patients, including diagnoses, treatments, and demographic information. Data were collected from January 2016 through December 2020. EXPOSURES Ambulatory use of insulin. MAIN OUTCOMES AND MEASURES Nationally representative projections for ambulatory use of insulin (ie, treatment visits), overall and aggregated by insulin molecule (insulins regular, neutral protamine Hagedorn [NPH], lispro, glulisine, glargine, detemir, degludec, and aspart), delivery devices (vials/syringes or pens), therapeutic class (short-acting, rapid-acting, long-acting, intermediate-acting, and premixed insulin), insulin type (human, analog, and biosimilar), and date of approval (newer: before 2010; and older: after 2010). RESULTS There were 27 860 691 insulin treatment visits between 2016 and 2020. Among all patient encounters that indicated use of insulin in 2020, 1 989 154 (43.9%) were among those aged 60 to 74 years; 2 372 629 (52.4%) among men; 2 646 247 (58.4%) among White patients; 811 639 (17.9%) among Black patients; and 701 912 (15.5%) among Hispanic patients. Insulin glargine was the most frequently used insulin from 2016 to 2020, accounting for approximately half of treatment visits (eg, 2020: 2.6 of 4.9 million visits; 95% CI, 2.1-3.1 million). Among insulin classes, long-acting insulin accounted for approximately two-thirds of treatment visits during this period (eg, 2020: 3.7 million visits; 95% CI, 3.0-4.4 million). Treatment visits for insulin pens increased from 36.1% in 2016 (2.2 of 6.0 million visits; 95% CI, 1.7-2.7 million) to 58.7% in 2020 (2.9 million visits; 95% CI, 2.3-3.5 million), while use of insulin vials/syringes declined in parallel. Analog insulin use predominated and accounted for more than 80% of total treatment visits across all years (eg, 2020: 4.3 million visits; 95% CI, 3.4-5.1 million). Newer insulins were increasingly used, from 18.1% of total treatment visits in 2016 (1.1 million visits; 95% CI, 0.8-1.4 million) to 40.9% in 2020 (2.0 million visits; 95% CI, 1.5-2.5 million). The use of biosimilar insulin, which was first approved in 2015, increased from 2.6% in 2017 (0.1 of 5.3 million visits; 95% CI, 0.04-0.2 million) to 8.2% in 2020 (0.4 million visits; 95% CI, 0.2-0.6 million) of total insulin treatment visits. The total number of insulin treatment visits declined from a peak of 6.0 million visits in 2016 to a nadir of 4.9 million visits in 2020 (approximately 18% decline). CONCLUSIONS AND RELEVANCE In this study, ambulatory insulin use in the United States during the past 5 years remained dominated by the use of insulin analogs and insulin pen delivery devices, with increasing uptake of newer products as they have been brought to market.
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Affiliation(s)
- Sudipa Sarkar
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James Heyward
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - G. Caleb Alexander
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, Maryland
| | - Rita R. Kalyani
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Arnott C, Li JW, Cannon CP, de Zeeuw D, Neuen BL, Heerspink HJL, Charytan DM, Agarwal A, Huffman MD, Figtree GA, Bakris G, Chang TIH, Feng K, Rosenthal N, Zinman B, Jardine MJ, Perkovic V, Neal B, Mahaffey KW. The effects of canagliflozin on heart failure and cardiovascular death by baseline participant characteristics: Analysis of the CREDENCE trial. Diabetes Obes Metab 2021; 23:1652-1659. [PMID: 33769679 DOI: 10.1111/dom.14386] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 03/15/2021] [Accepted: 03/22/2021] [Indexed: 12/21/2022]
Abstract
Heart failure is prevalent in those with type 2 diabetes and chronic kidney disease, and is associated with significant mortality and morbidity. In the CREDENCE trial, canagliflozin reduced the risk of hospitalization for heart failure (HHF) or cardiovascular (CV) death by 31%. In the current analysis we sought to determine whether the effect of canagliflozin on HHF/CV death differed in subgroups defined by key baseline participant characteristics. Cox regression models were used to estimate hazard ratios and 95% confidence intervals. Canagliflozin was associated with a reduction in the relative risk of HHF/CV death regardless of age, sex, history of heart failure or CV disease, and the use of loop diuretics or glucagon-like peptide-1 receptor agonists (all pinteraction > .114). The absolute benefit of canagliflozin was greater in those at highest baseline risk, such as those with CV disease (50 fewer events/1000 patients treated over 2.5 years vs. 20 fewer events in those without CV disease) or advanced kidney disease (estimated glomerular filtration rate [eGFR] 30-45 mL/min/1.73m2 : 61 events prevented/1000 patients treated over 2.5 years vs. 23 events in eGFR 60-90 mL/min/1.73m2 ). Canagliflozin consistently reduces the proportional risk of HHF/CV death across a broad range of subgroups with greater absolute benefits in those at highest baseline risk.
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Affiliation(s)
- Clare Arnott
- The George Institute for Global Health, UNSW Sydney, Sydney, New South Wales, Australia
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Jing-Wei Li
- The George Institute for Global Health, UNSW Sydney, Sydney, New South Wales, Australia
- Department of Cardiology, Xinqiao Hospital, Army Military Medical University, Chongqing, China
| | - Christopher P Cannon
- Cardiovascular Division, Brigham & Women's Hospital and Baim Institute for Clinical Research, Boston, Massachusetts, USA
| | - Dick de Zeeuw
- University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Brendon L Neuen
- The George Institute for Global Health, UNSW Sydney, Sydney, New South Wales, Australia
| | - Hiddo J L Heerspink
- The George Institute for Global Health, UNSW Sydney, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
- University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - David M Charytan
- Nephrology Division, NYU School of Medicine and NYU Langone Medical Center, New York, New York, USA
| | - Anubha Agarwal
- The George Institute for Global Health, UNSW Sydney, Sydney, New South Wales, Australia
- Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Mark D Huffman
- The George Institute for Global Health, UNSW Sydney, Sydney, New South Wales, Australia
- Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Gemma A Figtree
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Kolling Institute, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - George Bakris
- Department of Medicine, University of Chicago Medicine, Chicago, Illinois, USA
| | - Tara I-Hsin Chang
- Division of Nephrology, Department of Medicine, Stanford University, Stanford, California, USA
- Stanford Center for Clinical Research, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Kent Feng
- Stanford Center for Clinical Research, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | | | - Bernard Zinman
- Lunenfeld-Tanenbaum Research Institute, Mt Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Meg J Jardine
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, New South Wales, Australia
- Department of Kidney Disease, Concord Repatriation General Hospital, Sydney, New South Wales, Australia
| | - Vlado Perkovic
- The George Institute for Global Health, UNSW Sydney, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Bruce Neal
- The George Institute for Global Health, UNSW Sydney, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
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7
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Clegg LE, Jing Y, Penland RC, Boulton DW, Hernandez AF, Holman RR, Vora J. Cardiovascular and renal safety of metformin in patients with diabetes and moderate or severe chronic kidney disease: Observations from the EXSCEL and SAVOR-TIMI 53 cardiovascular outcomes trials. Diabetes Obes Metab 2021; 23:1101-1110. [PMID: 33394543 DOI: 10.1111/dom.14313] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 12/21/2020] [Accepted: 12/28/2020] [Indexed: 01/23/2023]
Abstract
AIM To provide evidence on the cardiovascular and renal safety of metformin in chronic kidney disease (CKD) stages 3 to 4. MATERIALS AND METHODS This post hoc analysis compared participants with an estimated glomerular filtration rate (eGFR) of 15 to 59 mL/min/1.73m2 in the Exenatide Study of Cardiovascular Event Lowering (EXSCEL) and the Saxagliptin and Cardiovascular Outcomes in Patients With Type 2 Diabetes Mellitus (SAVOR-TIMI 53) trials taking metformin, with those not exposed to metformin during these trials, using a propensity-matching approach. Adjusted Cox proportional hazards models were used to assess risk of major adverse cardiovascular events (MACE) and all-cause mortality (ACM). Metformin effect on eGFR slope was calculated using a mixed-model repeated measures analysis, and the number of lactic acidosis events was tabulated. RESULTS No strong trend for lower metformin doses with lower eGFR values was observed in either the EXSCEL or SAVOR-TIMI 53 trials. In the 1745 metformin-using participants matched to non-metformin users, metformin had neutral effects on MACE (hazard ratio [HR] 0.91, 95% confidence interval [CI] 0.76-1.08; P = 0.28) and ACM (HR 0.86, 95% CI 0.70-1.07; P = 0.18), with no interaction by CKD stage, or with use of exenatide or saxagliptin. An improvement in eGFR slope was observed with metformin in the CKD stage 3B cohort in SAVOR-TIMI 53, but not in other groups. CONCLUSIONS This analysis of participants with CKD stages 3 to 4 from two cardiovascular outcomes trials supports the cardiorenal safety of metformin, but does not suggest a consistent benefit on MACE, ACM, or eGFR slope across this population.
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Affiliation(s)
- Lindsay E Clegg
- Clinical Pharmacology and Quantitative Pharmacology, Clinical Pharmacology and Safety Sciences, R&D, AstraZeneca, Gaithersburg, Maryland
| | - Yankang Jing
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Robert C Penland
- Clinical Pharmacology and Quantitative Pharmacology, Clinical Pharmacology and Safety Sciences, R&D, AstraZeneca, Boston, Massachusetts
| | - David W Boulton
- Clinical Pharmacology and Quantitative Pharmacology, Clinical Pharmacology and Safety Sciences, R&D, AstraZeneca, Gaithersburg, Maryland
| | - Adrian F Hernandez
- Duke University and Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina
| | - Rury R Holman
- Diabetes Trials Unit, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
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Mata-Cases M, Franch-Nadal J, Real J, Cedenilla M, Mauricio D. Prevalence and coprevalence of chronic comorbid conditions in patients with type 2 diabetes in Catalonia: a population-based cross-sectional study. BMJ Open 2019; 9:e031281. [PMID: 31662386 PMCID: PMC6830642 DOI: 10.1136/bmjopen-2019-031281] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVES To evaluate the prevalence and coprevalence of several chronic conditions in patients with type 2 diabetes in a Mediterranean region. DESIGN A cross-sectional study. SETTING Two hundred and eighty-six primary care teams of the Catalonian Health Institute (Catalonia, Spain). PARTICIPANTS We included patients aged ≥18 years with a diagnosis of type 2 diabetes by 31 December, 2016, who were registered in the Information System for the Development of Research in primary care (SIDIAP) database. We excluded patients with a diagnosis of type 1 diabetes, gestational diabetes mellitus and any other type of diabetes. PRIMARY AND SECONDARY OUTCOME MEASURES We collected data on diabetes-related comorbidities (ie, chronic complications, associated cardiovascular risk factors and treatment complications). Diagnoses were based on the International Classification of Diseases, 10th Revision codes recorded in the database or, for some entities, on the cut-off points for a particular test result or a specific treatment indicated for that entity. The presence and stage of chronic kidney disease (CKD) were based on the glomerular filtration rate, the CKD Epidemiology Collaboration creatinine equation and the urine albumin-to-creatinine ratio. RESULTS A total of 373 185 patients were analysed. 82% of patients exhibited ≥2 comorbidities and 31% exhibited ≥4 comorbidities. The most frequent comorbidities were hypertension (72%), hyperlipidaemia (60%), obesity (45%), CKD (33%), chronic renal failure (CRF)(28%) and cardiovascular disease (23%). The most frequently coprevalent pairs of chronic conditions were the combination of hypertension with hyperlipidaemia (45%), obesity (35%), CKD (28%), CRF (25%) or cardiovascular disease (19%), as well as the combination of hyperlipidaemia with obesity (28%), CKD (21%), CRF (18%) or cardiovascular disease (15%); other common pairs of comorbidities were obesity/CKD, obesity/CRF, hypertension/retinopathy, hypertension/albuminuria, hypertension/urinary tract infection, CVD/CRF and CVD/CKD, which were each present in more than 10% of patients. CONCLUSION Patients with type 2 diabetes have a high frequency of coprevalence of metabolic risk factors, cardiovascular disease and CKD and thus require an integrated management approach.
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Affiliation(s)
- Manel Mata-Cases
- DAP-Cat Group. Unitat de Suport a la Recerca Barcelona Ciutat, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Barcelona, Spain
- CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
| | - Josep Franch-Nadal
- DAP-Cat Group. Unitat de Suport a la Recerca Barcelona Ciutat, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Barcelona, Spain
- CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
| | - Jordi Real
- DAP-Cat Group. Unitat de Suport a la Recerca Barcelona Ciutat, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Barcelona, Spain
- CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
| | | | - Didac Mauricio
- CIBER of Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III (ISCIII), Barcelona, Spain
- Department of Endocrinology & Nutrition, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
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9
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Bergmark BA, Bhatt DL, McGuire DK, Cahn A, Mosenzon O, Steg PG, Im K, Kanevsky E, Gurmu Y, Raz I, Braunwald E, Scirica BM. Metformin Use and Clinical Outcomes Among Patients With Diabetes Mellitus With or Without Heart Failure or Kidney Dysfunction. Circulation 2019; 140:1004-1014. [DOI: 10.1161/circulationaha.119.040144] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Metformin is first-line therapy for type 2 diabetes mellitus, although its effects on the cardiovascular system are unproved.
Methods:
In this post hoc analysis, patients in SAVOR-TIMI 53 (Saxagliptin and Cardiovascular Outcomes in Patients With Type 2 Diabetes Mellitus) with baseline biomarker samples (n=12 156) were classified as ever versus never taking metformin during the trial period. Associations between metformin exposure and outcomes were estimated with inverse probability of treatment weighting Cox modeling for the composite end point of cardiovascular death, myocardial infarction, or ischemic stroke, as well as cardiovascular death and all-cause mortality, with biomarkers included as covariates. Additional sensitivity analyses included propensity score matching and Cox multivariable models.
Results:
Of the 12 156 patients with baseline biomarker samples, 8971 (74%) had metformin exposure, 1611 (13%) had prior heart failure, and 1332 (11%) had at least moderate chronic kidney disease (estimated glomerular filtration rate ≤45 mL·min
−1
·1.73 m
−2
). Metformin use was associated with no difference in risk for the composite end point (hazard ratio for inverse probability of treatment weighting, 0.92 [95% CI, 0.76–1.11]) but lower risk of all-cause mortality (hazard ratio for inverse probability of treatment weighting, 0.75 [95% CI, 0.59–0.95]). There was no significant relationship between metformin use and these end points in patients with prior heart failure or moderate to severe chronic kidney disease.
Conclusions:
In a cohort of 12 156 patients with type 2 diabetes mellitus and high cardiovascular risk, metformin use was associated with lower rates of all-cause mortality, including after adjustment for clinical variables and biomarkers, but not lower rates of the composite end point of cardiovascular death, myocardial infarction, or ischemic stroke. This association was most apparent in patients without prior heart failure or moderate to severe chronic kidney disease.
Clinical Trial Registration:
URL:
https://www.clinicaltrials.gov
. Unique identifier: NCT01107886.
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Affiliation(s)
- Brian A. Bergmark
- Thrombolysis in Myocardial Infarction (TIMI) Study Group (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Cardiovascular Division, Heart and Vascular Center (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Deepak L. Bhatt
- Thrombolysis in Myocardial Infarction (TIMI) Study Group (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Cardiovascular Division, Heart and Vascular Center (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Darren K. McGuire
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas (D.K.M.)
| | - Avivit Cahn
- Diabetes Unit, Division of Internal Medicine, Hadassah Medical Center, Hebrew University of Jerusalem, The Faculty of Medicine, Israel (A.C., O.M., I.R.)
| | - Ofri Mosenzon
- Diabetes Unit, Division of Internal Medicine, Hadassah Medical Center, Hebrew University of Jerusalem, The Faculty of Medicine, Israel (A.C., O.M., I.R.)
| | - Ph. Gabriel Steg
- FACT (French Alliance for Cardiovascular Clinical Trials), Département Hospitalo-Universitaire FIRE (Fibrosis, Inflammation, Remodelling), Université de Paris, Sorbonne Paris-Cité, France (P.G.S.)
- Hôpital Bichat, Assistance Publique-Hôpitaux de Paris, France (P.G.S.)
- INSERM U-1148, Paris, France (P.G.S.)
- National Heart and Lung Institute, Imperial College, Royal Brompton Hospital, London, UK (P.G.S.)
| | - KyungAh Im
- Thrombolysis in Myocardial Infarction (TIMI) Study Group (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Cardiovascular Division, Heart and Vascular Center (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Estella Kanevsky
- Thrombolysis in Myocardial Infarction (TIMI) Study Group (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Cardiovascular Division, Heart and Vascular Center (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Yared Gurmu
- Thrombolysis in Myocardial Infarction (TIMI) Study Group (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Cardiovascular Division, Heart and Vascular Center (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Itamar Raz
- Diabetes Unit, Division of Internal Medicine, Hadassah Medical Center, Hebrew University of Jerusalem, The Faculty of Medicine, Israel (A.C., O.M., I.R.)
| | - Eugene Braunwald
- Thrombolysis in Myocardial Infarction (TIMI) Study Group (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Cardiovascular Division, Heart and Vascular Center (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Benjamin M. Scirica
- Thrombolysis in Myocardial Infarction (TIMI) Study Group (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Cardiovascular Division, Heart and Vascular Center (B.A.B., D.L.B., K.I., E.K., Y.G., E.B., B.M.S.), Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
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10
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Dunlay SM, Givertz MM, Aguilar D, Allen LA, Chan M, Desai AS, Deswal A, Dickson VV, Kosiborod MN, Lekavich CL, McCoy RG, Mentz RJ, Piña IL. Type 2 Diabetes Mellitus and Heart Failure: A Scientific Statement From the American Heart Association and the Heart Failure Society of America: This statement does not represent an update of the 2017 ACC/AHA/HFSA heart failure guideline update. Circulation 2019; 140:e294-e324. [PMID: 31167558 DOI: 10.1161/cir.0000000000000691] [Citation(s) in RCA: 303] [Impact Index Per Article: 60.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Type 2 diabetes mellitus is a risk factor for incident heart failure and increases the risk of morbidity and mortality in patients with established disease. Secular trends in the prevalence of diabetes mellitus and heart failure forecast a growing burden of disease and underscore the need for effective therapeutic strategies. Recent clinical trials have demonstrated the shared pathophysiology between diabetes mellitus and heart failure, the synergistic effect of managing both conditions, and the potential for diabetes mellitus therapies to modulate the risk of heart failure outcomes. This scientific statement on diabetes mellitus and heart failure summarizes the epidemiology, pathophysiology, and impact of diabetes mellitus and its control on outcomes in heart failure; reviews the approach to pharmacological therapy and lifestyle modification in patients with diabetes mellitus and heart failure; highlights the value of multidisciplinary interventions to improve clinical outcomes in this population; and outlines priorities for future research.
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11
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Dunlay SM, Givertz MM, Aguilar D, Allen LA, Chan M, Desai AS, Deswal A, Dickson VV, Kosiborod MN, Lekavich CL, McCoy RG, Mentz RJ, PiÑa IL. Type 2 Diabetes Mellitus and Heart Failure, A Scientific Statement From the American Heart Association and Heart Failure Society of America. J Card Fail 2019; 25:584-619. [PMID: 31174952 DOI: 10.1016/j.cardfail.2019.05.007] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Type 2 diabetes mellitus is a risk factor for incident heart failure and increases the risk of morbidity and mortality in patients with established disease. Secular trends in the prevalence of diabetes mellitus and heart failure forecast a growing burden of disease and underscore the need for effective therapeutic strategies. Recent clinical trials have demonstrated the shared pathophysiology between diabetes mellitus and heart failure, the synergistic effect of managing both conditions, and the potential for diabetes mellitus therapies to modulate the risk of heart failure outcomes. This scientific statement on diabetes mellitus and heart failure summarizes the epidemiology, pathophysiology, and impact of diabetes mellitus and its control on outcomes in heart failure; reviews the approach to pharmacological therapy and lifestyle modification in patients with diabetes mellitus and heart failure; highlights the value of multidisciplinary interventions to improve clinical outcomes in this population; and outlines priorities for future research.
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12
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Arnold SV, Yap J, Lam CSP, Tang F, Tay WT, Teng THK, McGuire DK, Januzzi JL, Fonarow GC, Masoudi FA, Kosiborod M. Management of patients with diabetes and heart failure with reduced ejection fraction: An international comparison. Diabetes Obes Metab 2019; 21:261-266. [PMID: 30136348 DOI: 10.1111/dom.13511] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 08/14/2018] [Accepted: 08/18/2018] [Indexed: 12/01/2022]
Abstract
AIMS To compare the management of patients with diabetes and heart failure with reduced ejection fraction (HFrEF) in the United States and Asia to understand variations in treatment patterns across different healthcare systems. MATERIALS AND METHODS Our cohort included patients with diabetes and HFrEF (ejection fraction <40%) from a US-based registry of adults with diabetes (2013-2016, electronic health records) and a multi-national Asian registry of adults with heart failure (2010-2016, prospective registry). Asian countries were categorized as high income (HI) or low income (LI), according to the United Nations classification. Rates of use of guideline-directed medical therapies (determined through review of active medication lists) were compared across regions. RESULTS Patients with diabetes and HFrEF in the United States (n = 28 877) were older, had higher body mass indices, and were more likely to have coronary disease than those in Asia (n = 2235). Compared with US patients, the use of guideline-directed medical therapy for HFrEF was lower in patients in LI Asian countries (angiotensin-converting enzyme inhibitors/angiotensin II receptor blockers: patients in the United States, 77% vs. patients in HI Asian countries, 76% vs patients in LI Asian countries, 69%; β-blockers: patients in the United States, 91% vs. patients in HI Asian countries, 87% vs. patients in LI Asian countries, 69%; P < 0.001 for both). Insulin was used more commonly in the United States (44% vs. 24% vs. 25%, respectively; P < 0.001), whereas sulphonylureas were more often prescribed in Asian countries (42% vs. 52% vs. 54%; respectively, P < 0.001). Thiazolidinediones were prescribed in 6% of US patients compared with <1% of patients in Asia. The use of newer diabetes medications was <5% in all. CONCLUSION In both the United States and Asia, opportunities for improvement in the use of evidence-based therapies exist for patients with both diabetes and HFrEF. Effective tools to guide medication choices for these complex, high-risk patients could have substantial impact on quality and outcomes.
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Affiliation(s)
- Suzanne V Arnold
- Saint Luke's Mid America Heart Institute and University of Missouri-Kansas City, Kansas City, Missouri
| | | | - Carolyn S P Lam
- National Heart Centre Singapore, Singapore
- Duke-NUS Medical School, Singapore
- Department of Cardiology, University Medical Centre Groningen, Groningen, the Netherlands
| | - Fengming Tang
- Saint Luke's Mid America Heart Institute and University of Missouri-Kansas City, Kansas City, Missouri
| | - Wan T Tay
- National Heart Centre Singapore, Singapore
| | | | | | | | - Gregg C Fonarow
- University of California, Los Angeles, California, Los Angeles
| | | | - Mikhail Kosiborod
- Saint Luke's Mid America Heart Institute and University of Missouri-Kansas City, Kansas City, Missouri
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13
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Raval AD, Vyas A. National Trends in Diabetes Medication Use in the United States: 2008 to 2015. J Pharm Pract 2018; 33:433-442. [DOI: 10.1177/0897190018815048] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background Data on trends of diabetes medications use are sparse, outdated, and limited to prescription data. We determined trends in diabetes medication use among US individuals with diabetes during 2008-2015. Methods We used 2008-2015 Medical Expenditure Panel Survey to examine diabetes medication utilization among individuals aged ≥18 years with diabetes. Prescription medications were classified based on therapeutic class and subclass using Multum Lexicon database. Results From 2008 to 2015, use of any diabetes medication (81.4% vs. 87%), metformin (47.8% vs. 59.0%), and insulin (23.0% vs. 31.0%) increased, whereas, use of sulfonylurea (36.0% vs. 29.0%) and thiazolidinedione (21% vs. 9.0%) declined. A linear increase was observed in the uptake of dipeptidyl peptidase-4 (DPP-4) inhibitors from 6.2% in 2008 to 12.4% in 2015; glucagon-like peptide-1 (GLP-1) receptor agonists from 2.5% in 2008 to 4.4% in 2015 and sodium glucose transporter-2 (SGLT2) inhibitors from 0.8% in 2014 (the first SGLT2 inhibitors approval year) to 4.4% in 2015. Monotherapy use increased from 50.6% to 56.4% during 2008-2015, while triple therapy use declined. Conclusions Metformin, insulin and sulfonylureas remained the top-three prescribed classes of diabetes medications. Increased use of DPP-4 inhibitors, GLP-1 receptor agonists and SGLT2 inhibitors was offset by decline in TZDs use.
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Affiliation(s)
| | - Ami Vyas
- Department of Pharmacy Practice, College of Pharmacy, University of Rhode Island, Kingston, RI, USA
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14
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Arnold SV, Echouffo-Tcheugui JB, Lam CSP, Inzucchi SE, Tang F, McGuire DK, Goyal A, Maddox TM, Sperling LS, Fonarow GC, Masoudi FA, Kosiborod M. Patterns of glucose-lowering medication use in patients with type 2 diabetes and heart failure. Insights from the Diabetes Collaborative Registry (DCR). Am Heart J 2018; 203:25-29. [PMID: 30015065 DOI: 10.1016/j.ahj.2018.05.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 05/24/2018] [Indexed: 01/14/2023]
Abstract
BACKGROUND Optimal glucose-lowering strategies in patients with both heart failure (HF) and type 2 diabetes mellitus (T2D) are not well defined, particularly as novel medication classes emerge.We sought to evaluate current patterns of glucose-lowering medication use in adults with T2D with and without HF. METHODS The DCR is a US-based outpatient registry of adults with diabetes; currently includes 3074 providers in 203 practices. We used hierarchical, modified Poisson regression models to examine the relationship between concomitant HF with use of each glucose-lowering medication class, adjusting for other factors that could impact selection of one medication class over another: age, chronic kidney disease (CKD), coronary artery disease (CAD), number of glucose-lowering medications, and insurance. RESULTS Among 456,106 adults with T2D, 125,161 (27%) had a diagnosis of HF (30% HFrEF, 15%HFmrEF, 55% HFpEF). Patients with T2D and HF were more likely to be older and male, and to have CAD, atrial fibrillation, and CKD. In the multivariable models, HF was associated with a greater use of insulin (RR 1.39, 95% CI 1.36-1.42) and lower use of thiazolidinediones (RR 0.79, 95% CI 0.74-0.83), SGLT2 inhibitors (RR 0.83, 95% CI 0.79-0.89), and metformin (RR 0.84, 95% CI 0.82-0.86). Among the subgroup of patients with HF, thiazolidinediones, GLP-1 receptor agonists, and SGLT2 inhibitors were used even less often in patients with lower ejection fraction, indicating that both the diagnosis of clinical HF and ejection fraction may influence the choice of glucose-lowering medications. CONCLUSION In a large US-based outpatient registry, we found that a quarter of adults with T2D had a diagnosis of HF, which was predominantly HFpEF. Although certain T2D medication use in patients with HF appeared consistent with evidence (less use of thiazolidinediones), others appeared contrary to evidence (less use of metformin and SGLT2 inhibitors).
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Affiliation(s)
- Suzanne V Arnold
- Saint Luke's Mid America Heart Institute and University of Missouri-Kansas City, Kansas City, MO.
| | | | - Carolyn S P Lam
- Duke-National University of Singapore, National Heart Centre, Singapore and University Medical Centre Groiningen
| | | | - Fengming Tang
- Saint Luke's Mid America Heart Institute and University of Missouri-Kansas City, Kansas City, MO
| | | | | | | | | | | | | | - Mikhail Kosiborod
- Saint Luke's Mid America Heart Institute and University of Missouri-Kansas City, Kansas City, MO
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15
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Kaur P, Saxena N, You AX, Wong RCC, Lim CP, Loh SY, George PP. Effect of multimorbidity on survival of patients diagnosed with heart failure: a retrospective cohort study in Singapore. BMJ Open 2018; 8:e021291. [PMID: 29780030 PMCID: PMC5961600 DOI: 10.1136/bmjopen-2017-021291] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
OBJECTIVE Multimorbidity in patients with heart failure (HF) results in poor prognosis and is an increasing public health concern. We aim to examine the effect of multimorbidity focusing on type 2 diabetes mellitus (T2DM) and chronic kidney disease (CKD) on all-cause and cardiovascular disease (CVD)-specific mortality among patients diagnosed with HF in Singapore. DESIGN Retrospective cohort study. SETTING Primary and tertiary care in three (out of six) Regional Health Systems in Singapore. PARTICIPANTS Patients diagnosed with HF between 2003 and 2016 from three restructured hospitals and nine primary care polyclinics were included in this retrospective cohort study. PRIMARY OUTCOMES All-cause mortality and CVD-specific mortality. RESULTS A total of 34 460 patients diagnosed with HF from 2003 to 2016 were included in this study and were followed up until 31 December 2016. The median follow-up time was 2.1 years. Comorbidities prior to HF diagnosis were considered. Patients were categorised as (1) HF only, (2) T2DM+HF, (3) CKD+HF and (4) T2DM+CKD+HF. Cox regression model was used to determine the effect of multimorbidity on (1) all-cause mortality and (2) CVD-specific mortality. Adjusting for demographics, other comorbidities, baseline treatment and duration of T2DM prior to HF diagnosis, 'T2DM+CKD+HF' patients had a 56% higher risk of all-cause mortality (HR: 1.56, 95% CI 1.48 to 1.63) and a 44% higher risk of CVD-specific mortality (HR: 1.44, 95% CI 1.32 to 1.56) compared with patients diagnosed with HF only. CONCLUSION All-cause and CVD-specific mortality risks increased with increasing multimorbidity. This study highlights the need for a new model of care that focuses on holistic patient management rather than disease management alone to improve survival among patients with HF with multimorbidity.
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Affiliation(s)
- Palvinder Kaur
- Health Services and Outcomes Research, National Healthcare Group, Singapore
| | - Nakul Saxena
- Health Services and Outcomes Research, National Healthcare Group, Singapore
| | - Alex Xiaobin You
- Health Services and Outcomes Research, National Healthcare Group, Singapore
| | - Raymond C C Wong
- Department of Cardiology, National University Heart Centre, Singapore, Singapore
| | - Choon Pin Lim
- Department of Cardiology, National Heart Centre Singapore, Singapore
| | - Seet Yoong Loh
- Department of Cardiology, Tan Tock Seng Hospital, Singapore
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16
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Lytvyn Y, Bjornstad P, Udell JA, Lovshin JA, Cherney DZI. Sodium Glucose Cotransporter-2 Inhibition in Heart Failure: Potential Mechanisms, Clinical Applications, and Summary of Clinical Trials. Circulation 2017; 136:1643-1658. [PMID: 29061576 PMCID: PMC5846470 DOI: 10.1161/circulationaha.117.030012] [Citation(s) in RCA: 302] [Impact Index Per Article: 43.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Despite current established therapy, heart failure (HF) remains a leading cause of hospitalization and mortality worldwide. Novel therapeutic targets are therefore needed to improve the prognosis of patients with HF. The EMPA-REG OUTCOME trial ([Empagliflozin] Cardiovascular Outcome Event Trial in Type 2 Diabetes Mellitus Patients) demonstrated significant reductions in mortality and HF hospitalization risk in patients with type 2 diabetes mellitus (T2D) and cardiovascular disease with the antihyperglycemic agent, empagliflozin, a sodium glucose cotransporter 2 (SGLT2) inhibitor. The CANVAS trial (Canagliflozin Cardiovascular Assessment Study) subsequently reported a reduction in 3-point major adverse cardiovascular events and HF hospitalization risk. Although SGLT2 inhibition may have potential application beyond T2D, including HF, the mechanisms responsible for the cardioprotective effects of SGLT2 inhibitors remain incompletely understood. SGLT2 inhibition promotes natriuresis and osmotic diuresis, leading to plasma volume contraction and reduced preload, and decreases in blood pressure, arterial stiffness, and afterload as well, thereby improving subendocardial blood flow in patients with HF. SGLT2 inhibition is also associated with preservation of renal function. Based on data from mechanistic studies and clinical trials, large clinical trials with SGLT2 inhibitors are now investigating the potential use of SGLT2 inhibition in patients who have HF with and without T2D. Accordingly, in this review, we summarize the key pharmacodynamic effects of SGLT2 inhibitors and the clinical evidence that support the rationale for the use of SGLT2 inhibitors in patients with HF who have T2D. Because these favorable effects presumably occur independent of blood glucose lowering, we also explore the potential use of SGLT2 inhibition in patients without T2D with HF or at risk of HF, such as in patients with coronary artery disease or hypertension. Finally, we provide a detailed overview and summary of ongoing cardiovascular outcome trials with SGLT2 inhibitors.
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Affiliation(s)
- Yuliya Lytvyn
- From Department of Medicine, Division of Nephrology, University Health Network, University of Toronto, Ontario, Canada (Y.L., J.A.L., D.Z.I.C.); Department of Pediatrics, Division of Endocrinology, University of Colorado School of Medicine, Aurora (P.B.); Women's College Research Institute and Department of Medicine, Division of Cardiology, Women's College Hospital, University of Toronto, Ontario, Canada (J.A.U.); Peter Munk Cardiac Centre, University Health Network, University of Toronto, Ontario, Canada (J.A.U.); and Department of Medicine, Division of Endocrinology and Metabolism, University Health Network and Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada (J.A.L.)
| | - Petter Bjornstad
- From Department of Medicine, Division of Nephrology, University Health Network, University of Toronto, Ontario, Canada (Y.L., J.A.L., D.Z.I.C.); Department of Pediatrics, Division of Endocrinology, University of Colorado School of Medicine, Aurora (P.B.); Women's College Research Institute and Department of Medicine, Division of Cardiology, Women's College Hospital, University of Toronto, Ontario, Canada (J.A.U.); Peter Munk Cardiac Centre, University Health Network, University of Toronto, Ontario, Canada (J.A.U.); and Department of Medicine, Division of Endocrinology and Metabolism, University Health Network and Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada (J.A.L.)
| | - Jacob A Udell
- From Department of Medicine, Division of Nephrology, University Health Network, University of Toronto, Ontario, Canada (Y.L., J.A.L., D.Z.I.C.); Department of Pediatrics, Division of Endocrinology, University of Colorado School of Medicine, Aurora (P.B.); Women's College Research Institute and Department of Medicine, Division of Cardiology, Women's College Hospital, University of Toronto, Ontario, Canada (J.A.U.); Peter Munk Cardiac Centre, University Health Network, University of Toronto, Ontario, Canada (J.A.U.); and Department of Medicine, Division of Endocrinology and Metabolism, University Health Network and Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada (J.A.L.)
| | - Julie A Lovshin
- From Department of Medicine, Division of Nephrology, University Health Network, University of Toronto, Ontario, Canada (Y.L., J.A.L., D.Z.I.C.); Department of Pediatrics, Division of Endocrinology, University of Colorado School of Medicine, Aurora (P.B.); Women's College Research Institute and Department of Medicine, Division of Cardiology, Women's College Hospital, University of Toronto, Ontario, Canada (J.A.U.); Peter Munk Cardiac Centre, University Health Network, University of Toronto, Ontario, Canada (J.A.U.); and Department of Medicine, Division of Endocrinology and Metabolism, University Health Network and Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada (J.A.L.)
| | - David Z I Cherney
- From Department of Medicine, Division of Nephrology, University Health Network, University of Toronto, Ontario, Canada (Y.L., J.A.L., D.Z.I.C.); Department of Pediatrics, Division of Endocrinology, University of Colorado School of Medicine, Aurora (P.B.); Women's College Research Institute and Department of Medicine, Division of Cardiology, Women's College Hospital, University of Toronto, Ontario, Canada (J.A.U.); Peter Munk Cardiac Centre, University Health Network, University of Toronto, Ontario, Canada (J.A.U.); and Department of Medicine, Division of Endocrinology and Metabolism, University Health Network and Sunnybrook Health Sciences Centre, University of Toronto, Ontario, Canada (J.A.L.).
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17
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Lawson CA, Jones PW, Teece L, Dunbar SB, Seferovic PM, Khunti K, Mamas M, Kadam UT. Association Between Type 2 Diabetes and All-Cause Hospitalization and Mortality in the UK General Heart Failure Population: Stratification by Diabetic Glycemic Control and Medication Intensification. JACC-HEART FAILURE 2017; 6:18-26. [PMID: 29032131 DOI: 10.1016/j.jchf.2017.08.020] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 07/14/2017] [Accepted: 08/07/2017] [Indexed: 01/06/2023]
Abstract
OBJECTIVES This study sought to investigate in the general heart failure (HF) population, whether the associations between type 2 diabetes (T2D) and risk of hospitalization and death, are modified by changing glycemic or drug treatment intensity. BACKGROUND In the general HF population, T2D confers a higher risk of poor outcomes, but whether this risk is modified by the diabetes status is unknown. METHODS A nested case-control study in an incident HF database cohort (2002 to 2014) compared patients with T2D with those without for risk of all-cause first hospitalization and death. T2D was stratified by categories of glycosylated hemoglobin (HbA1c) or drug treatments measured 6 months before hospitalization and 1 year before death and compared with the HF group without T2D. RESULTS In HF, T2D was associated with risk of first hospitalization (adjusted odds ratio [aOR]: 1.29; 95% confidence interval [CI]: 1.24 to 1.34) and mortality (aOR: 1.24; 95% CI: 1.29 to 1.40). Stratification of T2D by HbA1c levels, compared with the reference HF group without T2D, showed U-shaped associations with both outcomes. Highest risk categories were HbA1c >9.5% (hospitalization, aOR: 1.75; 95% CI: 1.52 to 2.02; mortality, aOR: 1.30; 95% CI: 1.24 to 1.47) and <5.5% (hospitalization, aOR: 1.42; 95% CI: 1.12 to 1.80; mortality, aOR: 1.29; 95% CI: 1.10 to 1.51, respectively). T2D group with change in HbA1c of >1% decrease was associated with hospitalization (aOR: 1.33; 95% CI: 1.18 to 1.49) and mortality (aOR: 1.36; 95% CI: 1.24 to 1.48). T2D drug group associations with hospitalization were no medication (aOR: 1.12; 95% CI: 1.04 to 1.19), oral antihyperglycemic only (aOR: 1.34; 95% CI: 1.27 to 1.41), oral antihyperglycemic+insulin (aOR: 1.36; 95% CI: 1.21 to 1.52), and insulin only (aOR: 1.61; 95% CI: 1.43 to 1.81); and with mortality for the same drug groups were 1.31 (95% CI: 1.23 to 1.39), 1.16 (95% CI: 1.11 to 1.22), 1.19 (95% CI: 1.06 to 1.34), and 1.43 (95% CI: 1.31 to 1.57), respectively. The T2D group with reduced drug treatments were associated with hospitalization (aOR: 2.13; 95% CI: 1.68 to 2.69) and mortality (aOR: 2.09; 95% CI: 1.81 to 2.41). CONCLUSIONS In the general HF population, T2D stratified by glycemic control and drug treatments showed differential risk associations. Routine measures of dynamic diabetes status provide important prognostic indication of poor outcomes in HF.
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Affiliation(s)
- Claire A Lawson
- University of Leicester, Diabetes Research Centre, Leicester Diabetes Centre, Leicester General Hospital, Leicester LE5 4PW, United Kingdom; Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute of Primary Care and Health Sciences, University of Keele, Stoke-on-Trent, United Kingdom.
| | - Peter W Jones
- Faculty of Medicine and Health Sciences, University of Keele, Stoke-on-Trent, United Kingdom
| | - Lucy Teece
- Faculty of Medicine and Health Sciences, University of Keele, Stoke-on-Trent, United Kingdom
| | | | | | - Kamlesh Khunti
- University of Leicester, Diabetes Research Centre, Leicester Diabetes Centre, Leicester General Hospital, Leicester LE5 4PW, United Kingdom
| | - Mamas Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute of Primary Care and Health Sciences, University of Keele, Stoke-on-Trent, United Kingdom
| | - Umesh T Kadam
- University of Leicester, Diabetes Research Centre, Leicester Diabetes Centre, Leicester General Hospital, Leicester LE5 4PW, United Kingdom; Keele Cardiovascular Research Group, Centre for Prognosis Research, Institute of Primary Care and Health Sciences, University of Keele, Stoke-on-Trent, United Kingdom
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18
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Affiliation(s)
- David Aguilar
- From the Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX
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