1
|
Cunningham JW, Singh P, Reeder C, Claggett B, Marti-Castellote PM, Lau ES, Khurshid S, Batra P, Lubitz SA, Maddah M, Philippakis A, Desai AS, Ellinor PT, Vardeny O, Solomon SD, Ho JE. Natural Language Processing for Adjudication of Heart Failure in a Multicenter Clinical Trial: A Secondary Analysis of a Randomized Clinical Trial. JAMA Cardiol 2024; 9:174-181. [PMID: 37950744 PMCID: PMC10640703 DOI: 10.1001/jamacardio.2023.4859] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 10/29/2023] [Indexed: 11/13/2023]
Abstract
Importance The gold standard for outcome adjudication in clinical trials is medical record review by a physician clinical events committee (CEC), which requires substantial time and expertise. Automated adjudication of medical records by natural language processing (NLP) may offer a more resource-efficient alternative but this approach has not been validated in a multicenter setting. Objective To externally validate the Community Care Cohort Project (C3PO) NLP model for heart failure (HF) hospitalization adjudication, which was previously developed and tested within one health care system, compared to gold-standard CEC adjudication in a multicenter clinical trial. Design, Setting, and Participants This was a retrospective analysis of the Influenza Vaccine to Effectively Stop Cardio Thoracic Events and Decompensated Heart Failure (INVESTED) trial, which compared 2 influenza vaccines in 5260 participants with cardiovascular disease at 157 sites in the US and Canada between September 2016 and January 2019. Analysis was performed from November 2022 to October 2023. Exposures Individual sites submitted medical records for each hospitalization. The central INVESTED CEC and the C3PO NLP model independently adjudicated whether the cause of hospitalization was HF using the prepared hospitalization dossier. The C3PO NLP model was fine-tuned (C3PO + INVESTED) and a de novo NLP model was trained using half the INVESTED hospitalizations. Main Outcomes and Measures Concordance between the C3PO NLP model HF adjudication and the gold-standard INVESTED CEC adjudication was measured by raw agreement, κ, sensitivity, and specificity. The fine-tuned and de novo INVESTED NLP models were evaluated in an internal validation cohort not used for training. Results Among 4060 hospitalizations in 1973 patients (mean [SD] age, 66.4 [13.2] years; 514 [27.4%] female and 1432 [72.6%] male]), 1074 hospitalizations (26%) were adjudicated as HF by the CEC. There was good agreement between the C3PO NLP and CEC HF adjudications (raw agreement, 87% [95% CI, 86-88]; κ, 0.69 [95% CI, 0.66-0.72]). C3PO NLP model sensitivity was 94% (95% CI, 92-95) and specificity was 84% (95% CI, 83-85). The fine-tuned C3PO and de novo NLP models demonstrated agreement of 93% (95% CI, 92-94) and κ of 0.82 (95% CI, 0.77-0.86) and 0.83 (95% CI, 0.79-0.87), respectively, vs the CEC. CEC reviewer interrater reproducibility was 94% (95% CI, 93-95; κ, 0.85 [95% CI, 0.80-0.89]). Conclusions and Relevance The C3PO NLP model developed within 1 health care system identified HF events with good agreement relative to the gold-standard CEC in an external multicenter clinical trial. Fine-tuning the model improved agreement and approximated human reproducibility. Further study is needed to determine whether NLP will improve the efficiency of future multicenter clinical trials by identifying clinical events at scale.
Collapse
Affiliation(s)
- Jonathan W. Cunningham
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
- Cardiovascular Disease Initiative, Broad Institute of Harvard University and the Massachusetts Institute of Technology, Cambridge
| | - Pulkit Singh
- Data Sciences Platform, Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge
| | - Christopher Reeder
- Data Sciences Platform, Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge
| | - Brian Claggett
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - Emily S. Lau
- Cardiovascular Disease Initiative, Broad Institute of Harvard University and the Massachusetts Institute of Technology, Cambridge
- Division of Cardiology, Massachusetts General Hospital, Boston
| | - Shaan Khurshid
- Cardiovascular Disease Initiative, Broad Institute of Harvard University and the Massachusetts Institute of Technology, Cambridge
- Demoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, Boston
| | - Puneet Batra
- Data Sciences Platform, Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge
| | - Steven A. Lubitz
- Cardiovascular Disease Initiative, Broad Institute of Harvard University and the Massachusetts Institute of Technology, Cambridge
- Demoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, Boston
| | - Mahnaz Maddah
- Data Sciences Platform, Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge
| | - Anthony Philippakis
- Data Sciences Platform, Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge
| | - Akshay S. Desai
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Patrick T. Ellinor
- Cardiovascular Disease Initiative, Broad Institute of Harvard University and the Massachusetts Institute of Technology, Cambridge
- Demoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, Boston
| | - Orly Vardeny
- Minneapolis VA Hospital, University of Minnesota, Minneapolis
| | - Scott D. Solomon
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Jennifer E. Ho
- Cardiovascular Disease Initiative, Broad Institute of Harvard University and the Massachusetts Institute of Technology, Cambridge
- CardioVascular Institute and Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| |
Collapse
|
2
|
Harrington J, Mentz RJ, Rockhold FW, Garg J, Butler J, De Pasquale CG, Ezekowitz JA, Lewis GD, O’Meara E, Ponikowski P, Troughton RW, Wong YW, Adamczyk R, Storie T, Blackman N, Hernandez AF. Hierarchical End Points in Prior Heart Failure Trials and the HEART-FID Trial. Circ Heart Fail 2024; 17:e010676. [PMID: 38250799 PMCID: PMC10922389 DOI: 10.1161/circheartfailure.123.010676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
Abstract
BACKGROUND Clinical trials in heart failure (HF) traditionally use time-to-event analyses focusing on death and hospitalization for HF. These time-to-first event analyses may have more limited abilities to assess the probability of benefiting from a therapy, especially if that benefit manifests as improved functional status rather than reduced risk of death or HF hospitalization. Hierarchical end points including clinical outcomes and patient status measures allow for ranked evaluation of outcomes in 1 metric assessing whether patients randomized to intervention or control are more likely to derive an overall benefit while also allowing more patients to contribute to the primary outcome. METHODS We review the rationale for using hierarchical end points in HF trials, provide examples of HF trials that used this type of end point, and discuss its use in the HEART-FID trial (Randomized Placebo-Controlled Trial of Ferric Carboxymaltose as Treatment for Heart Failure With Iron Deficiency), the largest HF trial to date implementing a hierarchical end point analysis for the primary outcome. RESULTS Using a hierarchical end point as the primary outcome allows for the inclusion of different types of outcomes in 1 ranked end point, making it possible to more holistically assess the potential utility of a new therapy on patient well-being and outcomes. CONCLUSIONS Hierarchical end points assess the potential utility of a new therapy on patient well-being and outcome more holistically than time-to-first event analysis. Trials that would not have been feasible due to decreasing rates of death and hospitalization in the HF population can use hierarchical end points to successfully power studies to identify promising HF therapies. The HEART-FID trial used hierarchical end points to better determine the role of intravenous ferric carboxymaltose in patients with HF. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT03037931.
Collapse
Affiliation(s)
- Josephine Harrington
- Duke University, Department of Medicine, Division of Cardiology, Durham, NC
- Duke Clinical Research Institute, Durham, NC
| | - Robert J. Mentz
- Duke University, Department of Medicine, Division of Cardiology, Durham, NC
- Duke Clinical Research Institute, Durham, NC
| | - Frank W. Rockhold
- Duke Clinical Research Institute, Durham, NC
- Duke University Medical Center, Department of Biostatistics and Bioinformatics, Durham, NC
| | | | - Javed Butler
- Baylor Scott and White Research Institute, Dallas TX
- Department of Medicine, University of Mississippi, Jackson, MS
| | | | | | | | - Eileen O’Meara
- Montreal Heart Institute and Université de Montréal, Canada
| | - Piotr Ponikowski
- Center for Heart Diseases, University Hospital, Wroclaw Medical University, Wroclaw Poland
| | | | - Yee Weng Wong
- Department of Medicine, University of Queensland, Australia
- Department of Cardiovascular Diseases, Mayo Clinic AZ
| | | | | | | | - Adrian F. Hernandez
- Duke University, Department of Medicine, Division of Cardiology, Durham, NC
- Duke Clinical Research Institute, Durham, NC
| |
Collapse
|
3
|
Khan MS, Usman MS, Van Spall HGC, Greene SJ, Baqal O, Felker GM, Bhatt DL, Januzzi JL, Butler J. Endpoint adjudication in cardiovascular clinical trials. Eur Heart J 2023; 44:4835-4846. [PMID: 37935635 DOI: 10.1093/eurheartj/ehad718] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 10/03/2023] [Accepted: 10/10/2023] [Indexed: 11/09/2023] Open
Abstract
Endpoint adjudication (EA) is a common feature of contemporary randomized controlled trials (RCTs) in cardiovascular medicine. Endpoint adjudication refers to a process wherein a group of expert reviewers, known as the clinical endpoint committee (CEC), verify potential endpoints identified by site investigators. Events that are determined by the CEC to meet pre-specified trial definitions are then utilized for analysis. The rationale behind the use of EA is that it may lessen the potential misclassification of clinical events, thereby reducing statistical noise and bias. However, it has been questioned whether this is universally true, especially given that EA significantly increases the time, effort, and resources required to conduct a trial. Herein, we compare the summary estimates obtained using adjudicated vs. non-adjudicated site designated endpoints in major cardiovascular RCTs in which both were reported. Based on these data, we lay out a framework to determine which trials may warrant EA and where it may be redundant. The value of EA is likely greater when cardiovascular trials have nuanced primary endpoints, endpoint definitions that align poorly with practice, sub-optimal data completeness, greater operator variability, and lack of blinding. EA may not be needed if the primary endpoint is all-cause death or all-cause hospitalization. In contrast, EA is likely merited for more nuanced endpoints such as myocardial infarction, bleeding, worsening heart failure as an outpatient, unstable angina, or transient ischaemic attack. A risk-based approach to adjudication can potentially allow compromise between costs and accuracy. This would involve adjudication of a small proportion of events, with further adjudication done if inconsistencies are detected.
Collapse
Affiliation(s)
- Muhammad Shahzeb Khan
- Division ofCardiology, Duke University School of Medicine, 2301 Erwin Road, Durham, NC 27705, USA
| | - Muhammad Shariq Usman
- Department of Medicine, UT Southwestern Medical Center, Dallas, TX, USA
- Department of Medicine, Parkland Health and Hospital System, Dallas, TX, USA
| | - Harriette G C Van Spall
- Department of Medicine and Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Research Institute of St Joe's, Hamilton, Ontario, Canada
| | - Stephen J Greene
- Division ofCardiology, Duke University School of Medicine, 2301 Erwin Road, Durham, NC 27705, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | - Omar Baqal
- Department of Medicine, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Gary Michael Felker
- Division ofCardiology, Duke University School of Medicine, 2301 Erwin Road, Durham, NC 27705, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | - Deepak L Bhatt
- Mount Sinai Heart, Icahn School of Medicine at Mount Sinai Health System, NewYork, NY, USA
| | - James L Januzzi
- Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Boston, MA, USA
- Baim Institute for Clinical Research, Boston, MA, USA
| | - Javed Butler
- Baylor Scott and White Research Institute, 3434 Oak Street Ste 501, Dallas, TX 75204, USA
- Department of Medicine, University of Mississippi School of Medicine, 2500 N State St, Jackson, MS, USA
| |
Collapse
|
4
|
Harper C, Mafham M, Herrington W, Staplin N, Stevens W, Wallendszus K, Haynes R, Landray MJ, Parish S, Bowman L, Armitage J. Reliability of major bleeding events in UK routine data versus clinical trial adjudicated follow-up data. Heart 2023; 109:1467-1472. [PMID: 37270201 PMCID: PMC10511984 DOI: 10.1136/heartjnl-2023-322616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 05/16/2023] [Indexed: 06/05/2023] Open
Abstract
OBJECTIVE To assess how reliable UK routine data are for ascertaining major bleeding events compared with adjudicated follow-up. METHODS The ASCEND (A Study of Cardiovascular Events iN Diabetes) primary prevention trial randomised 15 480 UK people with diabetes to aspirin versus matching placebo. The primary safety outcome was major bleeding (including intracranial haemorrhage, sight-threatening eye bleeding, serious gastrointestinal bleeding and other major bleeding (epistaxis, haemoptysis, haematuria, vaginal and other bleeding)) ascertained by direct-participant mail-based follow-up, with >90% of outcomes undergoing adjudication. Nearly all participants were linked to routinely collected hospitalisation and death data (ie, routine data). An algorithm categorised bleeding events from routine data as major/minor. Kappa statistics were used to assess agreement between data sources, and randomised comparisons were re-run using routine data. RESULTS When adjudicated follow-up and routine data were compared, there was agreement for 318 major bleeding events, with routine data identifying 281 additional-potential events, and not identifying 241 participant-reported events (kappa 0.53, 95% CI 0.49 to 0.57). Repeating ASCEND's randomised comparisons using routine data only found estimated relative and absolute effects of allocation to aspirin versus placebo on major bleeding similar to adjudicated follow-up (adjudicated follow-up: aspirin 314 (4.1%) vs placebo 245 (3.2%); rate ratio (RR) 1.29, 95% CI 1.09 to 1.52; absolute excess +6.3/5000 person-years (mean SE±2.1); vs routine data: 327 (4.2%) vs 272 (3.5%); RR 1.21, 95% CI 1.03 to 1.41; absolute excess +5.0/5000 (±2.2)). CONCLUSIONS Analyses of the ASCEND randomised trial found that major bleeding events ascertained via UK routine data sources provided relative and absolute treatment effects similar to adjudicated follow-up. TRIAL REGISTRATION NUMBER ISRCTN60635500; NCT00135226.
Collapse
Affiliation(s)
- Charlie Harper
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Marion Mafham
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - William Herrington
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - William Stevens
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Karl Wallendszus
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Richard Haynes
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Martin J Landray
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
- Big Data Institute, Li Ka Shing Centre for Health Information & Discovery, NDPH, University of Oxford, Oxford, UK
| | - Sarah Parish
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Louise Bowman
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Jane Armitage
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| |
Collapse
|
5
|
Khan MS, Segar MW, Usman MS, Patel KV, Van Spall HGC, DeVore AD, Vaduganathan M, Lam CSP, Zannad F, Verma S, Butler J, Tang WHW, Pandey A. Effect of Canagliflozin on Heart Failure Hospitalization in Diabetes According to Baseline Heart Failure Risk. JACC. HEART FAILURE 2023:S2213-1779(23)00186-5. [PMID: 37227388 DOI: 10.1016/j.jchf.2023.03.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 03/20/2023] [Accepted: 03/27/2023] [Indexed: 05/26/2023]
Abstract
BACKGROUND In the CANVAS (Canagliflozin Cardiovascular Assessment Study) program, canagliflozin reduced the risk of heart failure (HF) hospitalization among individuals with type 2 diabetes mellitus (T2DM). OBJECTIVES The purpose of this study was to evaluate heterogeneity in absolute and relative treatment effects of canagliflozin on HF hospitalization according to baseline HF risk as assessed by diabetes-specific HF risk scores (WATCH-DM [Weight (body mass index), Age, hyperTension, Creatinine, HDL-C, Diabetes control (fasting plasma glucose) and QRS Duration, MI and CABG] and TRS-HFDM [TIMI Risk Score for HF in Diabetes]). METHODS Participants in the CANVAS trial were categorized into low, medium, and high risk for HF using the WATCH-DM score (for participants without prevalent HF) and the TRS-HFDM score (for all participants). The outcome of interest was time to first HF hospitalization. The treatment effect of canagliflozin vs placebo for HF hospitalization was compared across risk strata. RESULTS Among 10,137 participants with available HF data, 1,446 (14.3%) had HF at baseline. Among participants without baseline HF, WATCH-DM risk category did not modify the treatment effect of canagliflozin (vs placebo) on HF hospitalization (P interaction = 0.56). However, the absolute and relative risk reduction with canagliflozin was numerically greater in the high-risk group (cumulative incidence, canagliflozin vs placebo: 8.1% vs 12.7%; HR: 0.62 [95% CI: 0.37-0.93]; P = 0.03; number needed to treat: 22) than in the low- and intermediate-risk groups. When overall study participants were categorized according to the TRS-HFDM score, a statistically significant difference in the treatment effect of canagliflozin across risk strata was observed (P interaction = 0.04). Canagliflozin significantly reduced the risk of HF hospitalization by 39% in the high-risk group (HR: 0.61 [95% CI: 0.48-0.78]; P < 0.001; number needed to treat: 20) but not in the intermediate- or low-risk groups. CONCLUSIONS Among participants with T2DM, the WATCH-DM and TRS-HFDM can reliably identify those at high risk for HF hospitalization and most likely to benefit from canagliflozin.
Collapse
Affiliation(s)
- Muhammad Shahzeb Khan
- Division of Cardiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Matthew W Segar
- Department of Cardiology, Texas Heart Institute, Houston, Texas, USA
| | - Muhammad Shariq Usman
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Kershaw V Patel
- Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Harriette G C Van Spall
- Department of Medicine, Population Health Research Institute, Research Institute of St. Joseph's, McMaster University, Hamilton, Ontario, Canada
| | - Adam D DeVore
- Division of Cardiology, Duke University School of Medicine, Durham, North Carolina, USA; Duke Clinical Research Institute, Durham, North Carolina, USA
| | - Muthiah Vaduganathan
- Brigham and Women's Hospital Heart and Vascular Center, Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Carolyn S P Lam
- National Heart Centre Singapore, Duke-National University of Singapore, Singapore
| | - Faiez Zannad
- Université de Lorraine, CIC Insert, CHRU, Nancy, France
| | - Subodh Verma
- Division of Cardiac Surgery, St Michael's Hospital, University of Toronto, Ontario, Canada
| | - Javed Butler
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA; Baylor Scott and White Research Institute, Dallas, Texas, USA
| | - W H Wilson Tang
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Ambarish Pandey
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
| |
Collapse
|
6
|
Eikelboom JW, Yusuf S. Event Adjudication Is Unnecessary in Blinded Trials and May Be Detrimental. JACC: HEART FAILURE 2023; 11:422-424. [PMID: 37019558 DOI: 10.1016/j.jchf.2023.01.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 01/19/2023] [Indexed: 04/05/2023]
Affiliation(s)
| | - Salim Yusuf
- Population Health Research Institute, Hamilton, Ontario, Canada.
| |
Collapse
|
7
|
Desai AS, Petrie MC. Centrally Adjudicated Heart Failure Outcomes Are Needed in Clinical Trials. JACC: HEART FAILURE 2023; 11:418-421. [PMID: 37019557 DOI: 10.1016/j.jchf.2023.01.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 01/17/2023] [Indexed: 04/05/2023]
Affiliation(s)
- Akshay S Desai
- Cardiovascular Division, Brigham and Women's Hospital, Boston, Massachusetts, USA.
| | - Mark C Petrie
- BHF Cardiovascular Research Centre, University of Glasgow, Glasgow, Scotland, United Kingdom
| |
Collapse
|
8
|
Johannessen Ø, Uthaug Reite F, Bhatnagar R, Øvrebotten T, Einvik G, Myhre PL. Lung Ultrasound to Assess Pulmonary Congestion in Patients with Acute Exacerbation of COPD. Int J Chron Obstruct Pulmon Dis 2023; 18:693-703. [PMID: 37128214 PMCID: PMC10148645 DOI: 10.2147/copd.s396855] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 03/15/2023] [Indexed: 05/03/2023] Open
Abstract
Purpose Heart failure (HF) often coexists with chronic obstructive pulmonary disease (COPD) and is associated with worse outcomes. We aimed to assess the feasibility of detecting vertical artifacts (B-lines) on lung ultrasound (LUS) to identify concurrent HF in patients hospitalized with acute exacerbation of COPD (AECOPD). Second, we wanted to assess the association between B-lines and the risk of rehospitalization for AECOPD or death. Patients and Methods In a prospective cohort study, 123 patients with AECOPD underwent 8-zone bedside LUS within 24h after admission. A positive LUS was defined by ≥3 B-lines in ≥2 zones bilaterally. The ability to detect concurrent HF (adjudicated by a cardiologist committee) and association with events were evaluated by logistic- and Cox regression models. Results Forty-eight of 123 patients with AECOPD (age 75±9 years, 57[46%] men) had concurrent HF. Sixteen (13%) patients had positive LUS, and the prevalence of positive LUS was similar between patients with and without concurrent HF (8[17%] vs 8[11%], respectively, p=0.34). The number of B-lines was higher in concurrent HF: median 10(IQR 6-16) vs 7(IQR 5-12), p=0.03. The sensitivity and specificity for a positive LUS to detect concurrent HF were 17% and 89%, respectively. Positive LUS was not associated with rehospitalization and mortality: Adjusted HR: 0.93(0.49-1.75), p=0.81. Conclusion LUS did not detect concurrent HF or predict risk in patients with AECOPD.
Collapse
Affiliation(s)
- Øyvind Johannessen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Akershus University Hospital, Lørenskog, Norway
| | - Fride Uthaug Reite
- Department of Pulmonary Medicine, Akershus University Hospital, Lørenskog, Norway
| | - Rahul Bhatnagar
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Akershus University Hospital, Lørenskog, Norway
| | - Tarjei Øvrebotten
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Akershus University Hospital, Lørenskog, Norway
| | - Gunnar Einvik
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Pulmonary Medicine, Akershus University Hospital, Lørenskog, Norway
| | - Peder L Myhre
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Akershus University Hospital, Lørenskog, Norway
- Correspondence: Peder L Myhre, Department of Cardiology, Akershus University Hospital, Lørenskog, 1478, Norway, Tel +47 93025644, Email
| |
Collapse
|
9
|
Carson P, Teerlink JR, Komajda M, Anand I, Anker SD, Butler J, Doehner W, Ferreira JP, Filippatos G, Haass M, Miller A, Pehrson S, Pocock SJ, Schnaidt S, Schnee JM, Zannad F, Packer M. Comparison of Investigator-Reported and Centrally Adjudicated Heart Failure Outcomes in the EMPEROR-Reduced Trial. JACC. HEART FAILURE 2022; 11:407-417. [PMID: 36881400 DOI: 10.1016/j.jchf.2022.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 11/10/2022] [Accepted: 11/23/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND There is limited published information on outcome adjudication in heart failure (HF). OBJECTIVE The authors sought to compare investigator reports (IRs) to a Clinical Events Committee (CEC) and the impact of Standardized Clinical Trial Initiative definitions (SCTI). METHODS In EMPEROR-Reduced, the authors compared IR to CEC for concordance; treatment effect on primary composite outcome events; and the components first event hospitalization primarily for HF (HHF) or cardiovascular mortality (CVM), prognosis after HHF, total HHFs, and trial duration with and without SCTI. RESULTS The CEC confirmed 76.3% of IR events for the primary outcome (CVM: 89.1%; HHF: 73.7%). The HR for treatment effect did not differ between adjudication methods for the primary outcome (IR: 0.75 [95% CI: 0.66-0.85]; CEC: 0.75 [95% CI: 0.65-0.86]), its components, or total HHFs. The prognosis after first HHF for all-cause mortality and CVM also did not differ between IR or CEC. Interestingly, IR primary HHF with different CEC primary cause had the highest subsequent fatal event rate. Full SCTI criteria were present in 90% of CEC HHFs-with a similar treatment effect to non-SCTI. The IR primary event reached the protocol target number (841) 3 months earlier than CEC (4 months with full SCTI criteria). CONCLUSIONS Investigator adjudication is an alternative to a CEC with similar accuracy and faster event accumulation. The use of granular (SCTI) criteria did not improve trial performance. Finally, our data suggest that consideration be given to broadening the HHF definition to include "for or with" worsening disease. (Empagliflozin Outcome Trial in Patients With Chronic Heart Failure With Reduced Ejection Fraction [EMPEROR-Reduced]; NCT03057977).
Collapse
Affiliation(s)
| | - John R Teerlink
- University of California San Francisco Medical Center, San Francisco, California, USA
| | - Michel Komajda
- Institut de Cardiologie, Boulevard de Hôpital, Paris, France
| | - Inder Anand
- University of Minnesota Medical School, Minneapolis, Minnesota, USA; Veterans Affairs Medical Center, La Jolla, California, USA
| | - Stefan D Anker
- Department of Cardiology and Berlin Institute of Health Center for Regenerative Therapies, German Centre for Cardiovascular Research partner site, Berlin, Germany; Charité Universitätsmedizin Berlin, Berlin, Germany; Institute of Heart Diseases, Wroclaw Medical University, Wroclaw, Poland
| | - Javed Butler
- Baylor Scott and White Health, Dallas, Texas, USA; University of Mississippi School of Medicine, Jackson, Mississippi, USA
| | - Wolfram Doehner
- Charite Universitätsmedizin Berlin Campus Virchow-Medical Center, Berlin, Germany
| | | | - Gerasimos Filippatos
- National and Kapodistrian University of Athens School of Medicine, Athens University Hospital Attikon, Athens, Greece
| | | | - Alan Miller
- University of Florida Health, Jacksonville, Florida, USA
| | - Steen Pehrson
- University Hospital Rigshospitalet, Blegdamsvej, Copenhagen, Denmark
| | - Stuart J Pocock
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Sven Schnaidt
- Boehringer Ingelheim Pharma GmbH and Co KG, Biberach, Germany
| | - Janet M Schnee
- Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, Connecticut, USA
| | | | - Milton Packer
- Baylor Heart and Vascular Institute, Dallas, Texas, USA; Imperial College, London, United Kingdom
| |
Collapse
|
10
|
Maurer MS, Dunnmon P, Fontana M, Quarta CC, Prasad K, Witteles RM, Rapezzi C, Signorovitch J, Lousada I, Merlini G. Proposed Cardiac End Points for Clinical Trials in Immunoglobulin Light Chain Amyloidosis: Report From the Amyloidosis Forum Cardiac Working Group. Circ Heart Fail 2022; 15:e009038. [PMID: 35331001 PMCID: PMC9202961 DOI: 10.1161/circheartfailure.121.009038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Immunoglobulin light chain amyloidosis is a rare, multisystemic, phenotypically heterogenous disease affecting cardiovascular, renal, neurological, and gastrointestinal systems to varying degrees. Its underlying cause is a plasma cell dyscrasia characterized by misfolding of monoclonal immunoglobulin light chains which leads to aggregation and deposition of insoluble amyloid fibrils in target organs. Prognosis is primarily dependent on extent of cardiac involvement and depth of hematologic response to treatment. To facilitate development of new therapies, a public-private partnership was formed between the nonprofit Amyloidosis Research Consortium and the US Food and Drug Administration Center for Drug Evaluation and Research. In 2020, the Amyloidosis Forum launched an initiative to identify novel/composite end points and analytic strategies to expedite clinical trials for development of new therapies for the primary hematologic disorder and organ system manifestations. Specialized working groups identified organ-specific end points; additional working groups reviewed health-related quality of life measures and statistical approaches to data analysis. Each working group comprised amyloidosis experts, patient representatives, statisticians, and representatives from the Food and Drug Administration, the UK Medicines and Healthcare Products Regulatory Agency, and pharmaceutical companies. This review summarizes the proceedings and recommendations of the Cardiac Working Group. Using a modified Delphi method, the group identified, reviewed, and prioritized cardiac end points relevant to immunoglobulin light chain amyloidosis in the context of an antiplasma cell therapy. Prioritized cardiovascular end points included overall survival, hospitalization, N-terminal pro-B-type natriuretic peptide level, 6-minute walk test, Kansas City Cardiac Questionnaire, and cardiac deterioration progression-free survival. These recommended components will be further explored through evaluation of clinical trial datasets and formal guidance from regulatory authorities.
Collapse
Affiliation(s)
- Mathew S. Maurer
- Columbia University Irving Medical Center‚ New York‚ NY (M.S.M.)
| | | | | | | | - Krishna Prasad
- UK Medicines and Healthcare Products Regulatory Agency‚ London (K.P.)
| | | | - Claudio Rapezzi
- University of Ferrara, Italy (C.R.)
- Maria Cecilia Hospital, GVM Care & Research, Cotignola, Ravenna, Italy (C.R.)
| | | | | | | |
Collapse
|
11
|
Hussain A, Misra A, Bozkurt B. Endpoints in Heart Failure Drug Development. Card Fail Rev 2022; 8:e01. [PMID: 35111335 PMCID: PMC8790723 DOI: 10.15420/cfr.2021.13] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 10/16/2021] [Indexed: 11/17/2022] Open
Abstract
Heart failure (HF) is a major health problem worldwide. The development of effective drug and/or device therapy is crucial to mitigate the significant morbidity, mortality and healthcare costs associated with HF. The choice of endpoint in clinical trials has important practical and clinical implications. Outcomes of interest including mortality and HF hospitalisations provide robust evidence for regulatory approval granted there is sufficiency of safety data. At the same time, it is important to recognise that HF patients experience significant impairments in functional capacity and quality of life, underscoring the need to incorporate parameters of symptoms and patient-reported outcomes in clinical trials. In this review, the authors summarise the evolution and definition of cardiovascular endpoints used in clinical trials, discuss approaches to study design to allow the incorporation of mortality, morbidity and functional endpoints and, finally, examine the current challenges and suggest steps for the development of cardiovascular endpoints that are effective, meaningful and meet the needs of all relevant stakeholders, including patients, physicians regulators and sponsors.
Collapse
Affiliation(s)
- Aliza Hussain
- Winters Center for Heart Failure, Cardiology, Baylor College of Medicine and Michael E DeBakey VA Medical Center, Houston, TX, US
| | - Arunima Misra
- Winters Center for Heart Failure, Cardiology, Baylor College of Medicine and Michael E DeBakey VA Medical Center, Houston, TX, US
| | - Biykem Bozkurt
- Winters Center for Heart Failure, Cardiology, Baylor College of Medicine and Michael E DeBakey VA Medical Center, Houston, TX, US; Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, US
| |
Collapse
|
12
|
Packer M, Butler J, Zannad F, Filippatos G, Ferreira JP, Pocock SJ, Carson P, Anand I, Doehner W, Haass M, Komajda M, Miller A, Pehrson S, Teerlink JR, Schnaidt S, Zeller C, Schnee JM, Anker SD. Effect of Empagliflozin on Worsening Heart Failure Events in Patients With Heart Failure and Preserved Ejection Fraction: EMPEROR-Preserved Trial. Circulation 2021; 144:1284-1294. [PMID: 34459213 PMCID: PMC8522627 DOI: 10.1161/circulationaha.121.056824] [Citation(s) in RCA: 181] [Impact Index Per Article: 60.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 08/13/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Empagliflozin reduces the risk of cardiovascular death or hospitalization for heart failure in patients with heart failure with preserved ejection fraction, but additional data are needed about its effect on inpatient and outpatient heart failure events. METHODS We randomly assigned 5988 patients with class II through IV heart failure with an ejection fraction of >40% to double-blind treatment with placebo or empagliflozin (10 mg once daily), in addition to usual therapy, for a median of 26 months. We prospectively collected information on inpatient and outpatient events reflecting worsening heart failure and prespecified their analysis in individual and composite end points. RESULTS Empagliflozin reduced the combined risk of cardiovascular death, hospitalization for heart failure, or an emergency or urgent heart failure visit requiring intravenous treatment (432 versus 546 patients [empagliflozin versus placebo, respectively]; hazard ratio, 0.77 [95% CI, 0.67-0.87]; P<0.0001). This benefit reached statistical significance at 18 days after randomization. Empagliflozin reduced the total number of heart failure hospitalizations that required intensive care (hazard ratio, 0.71 [95% CI, 0.52-0.96]; P=0.028) and the total number of all hospitalizations that required a vasopressor or positive inotropic drug (hazard ratio, 0.73 [95% CI, 0.55-0.97]; P=0.033). Compared with patients in the placebo group, fewer patients in the empagliflozin group reported outpatient intensification of diuretics (482 versus 610; hazard ratio, 0.76 [95% CI, 0.67-0.86]; P<0.0001), and patients assigned to empagliflozin were 20% to 50% more likely to have a better New York Heart Association functional class, with significant effects at 12 weeks that were maintained for at least 2 years. The benefit on total heart failure hospitalizations was similar in patients with an ejection fraction of >40% to <50% and 50% to <60%, but was attenuated at higher ejection fractions. CONCLUSIONS In patients with heart failure with preserved ejection fraction, empagliflozin produced a meaningful, early, and sustained reduction in the risk and severity of a broad range of inpatient and outpatient worsening heart failure events. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03057977.
Collapse
Affiliation(s)
- Milton Packer
- Baylor Heart and Vascular Institute, Baylor University Medical Center, Dallas, TX (M.P.)
- Imperial College, London, United Kingdom (M.P.)
| | - Javed Butler
- Department of Medicine, University of Mississippi School of Medicine, Jackson (J.B.)
| | - Faiez Zannad
- Université de Lorraine, Inserm INI-CRCT, CHRU, Nancy, France (F.Z., J.P.F.)
| | - Gerasimos Filippatos
- National and Kapodistrian University of Athens School of Medicine, Athens University Hospital Attikon, Greece (G.F.)
| | - Joao Pedro Ferreira
- Université de Lorraine, Inserm INI-CRCT, CHRU, Nancy, France (F.Z., J.P.F.)
- Cardiovascular Research and Development Center, Department of Surgery and Physiology, Faculty of Medicine of the University of Porto, Portugal (J.P.F.)
| | - Stuart J. Pocock
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, United Kingdom (S.J.P.)
| | - Peter Carson
- Washington DC Veterans Affairs Medical Center (P.C.)
| | - Inder Anand
- Department of Cardiology, University of Minnesota, Minneapolis (I.A.)
| | - Wolfram Doehner
- 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 (W.D., S.D.A.)
| | - Markus Haass
- Theresienkrankenhaus and St Hedwig-Klinik, Mannheim, Germany (M.H.)
| | - Michel Komajda
- Department of Cardiology, Hospital Saint Joseph, Paris, France (M.K.)
| | | | - Steen Pehrson
- Department of Cardiology, University Hospital, Rigshospitalet, Copenhagen, Denmark (S.P.)
| | - John R. Teerlink
- Section of Cardiology, San Francisco Veterans Affairs Medical Center and School of Medicine, University of California (J.R.T.)
| | - Sven Schnaidt
- Biostatistics and Data Sciences, Boehringer Ingelheim Pharma GmbH & Co KG, Biberach, Germany (S.S., C.Z.)
| | - Cordula Zeller
- Biostatistics and Data Sciences, Boehringer Ingelheim Pharma GmbH & Co KG, Biberach, Germany (S.S., C.Z.)
| | - Janet M. Schnee
- Boehringer Ingelheim Pharmaceuticals, Inc, Ridgefield, CT (J.M.S.)
| | - 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 (W.D., S.D.A.)
| |
Collapse
|
13
|
Gaba P, Bhatt DL, Giugliano RP, Steg PG, Miller M, Brinton EA, Jacobson TA, Ketchum SB, Juliano RA, Jiao L, Doyle RT, Granowitz C, Tardif JC, Ballantyne CM, Pinto DS, Budoff MJ, Gibson CM. Comparative Reductions in Investigator-Reported and Adjudicated Ischemic Events in REDUCE-IT. J Am Coll Cardiol 2021; 78:1525-1537. [PMID: 34620410 DOI: 10.1016/j.jacc.2021.08.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 07/28/2021] [Accepted: 08/06/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND REDUCE-IT (Reduction of Cardiovascular Events With Icosapent Ethyl-Intervention Trial) randomized statin-treated patients with elevated triglycerides to icosapent ethyl (IPE) or placebo. There was a significant reduction in adjudicated events, including the primary endpoint (cardiovascular [CV] death, myocardial infarction [MI], stroke, coronary revascularization, unstable angina requiring hospitalization) and key secondary endpoint (CV death, MI, stroke) with IPE. OBJECTIVES The purpose of this study was to determine the effects of IPE on investigator-reported events. METHODS Potential endpoints were collected by blinded site investigators and subsequently adjudicated by a blinded Clinical Endpoint Committee (CEC) according to a prespecified charter. Investigator-reported events were compared with adjudicated events for concordance. RESULTS There was a high degree of concordance between investigator-reported and adjudicated endpoints. The simple Kappa statistic between CEC-adjudicated vs site-reported events for the primary endpoint was 0.89 and for the key secondary endpoint was 0.90. Based on investigator-reported events in 8,179 randomized patients, IPE significantly reduced the rate of the primary endpoint (19.1% vs 24.6%; HR: 0.74 [95% CI: 0.67-0.81]; P < 0.0001) and the key secondary endpoint (10.5% vs 13.6%; HR: 0.75 [95% CI: 0.66-0.85]; P < 0.0001). Among adjudicated events, IPE similarly reduced the rate of the primary and key secondary endpoints. CONCLUSIONS IPE led to consistent, significant reductions in CV events, including MI and coronary revascularization, as determined by independent, blinded CEC adjudication as well as by blinded investigator-reported assessment. These results highlight the robust evidence for the substantial CV benefits of IPE seen in REDUCE-IT and further raise the question of whether adjudication of CV outcome trial endpoints is routinely required in blinded, placebo-controlled trials. (Evaluation of the Effect of AMR101 on Cardiovascular Health and Mortality in Hypertriglyceridemic Patients With Cardiovascular Disease or at High Risk for Cardiovascular Disease: REDUCE-IT [Reduction of Cardiovascular Events With EPA - Intervention Trial]; NCT01492361).
Collapse
Affiliation(s)
- Prakriti Gaba
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Deepak L Bhatt
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
| | - Robert P Giugliano
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ph Gabriel Steg
- Université de Paris, FACT (French Alliance for Cardiovascular Trials), Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris, France
| | - Michael Miller
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | - Terry A Jacobson
- Office of Health Promotion and Disease Prevention, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | | | - Lixia Jiao
- Amarin Pharma, Inc, Bridgewater, New Jersey, USA
| | | | | | - Jean-Claude Tardif
- Montreal Heart Institute, Université de Montréal, Montreal, Quebec, Canada
| | - Christie M Ballantyne
- Department of Medicine, Baylor College of Medicine, and the Center for Cardiovascular Disease Prevention, Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Duane S Pinto
- Department of Cardiovascular Diseases, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Matthew J Budoff
- Division of Cardiology, Harbor UCLA Medical Center, Torrance, California, USA
| | - C Michael Gibson
- Department of Cardiovascular Diseases, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| |
Collapse
|
14
|
Reed GW, Parikh P, Nissen S. Importance of Internal Variability in Clinical Trials of Cardiovascular Disease. Can J Cardiol 2021; 37:1404-1414. [PMID: 34217809 DOI: 10.1016/j.cjca.2021.06.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 06/28/2021] [Accepted: 06/28/2021] [Indexed: 11/19/2022] Open
Abstract
A well conducted randomised controlled trial (RCT) is extremely important in the field of cardiovascular medicine. At the same time, it is equally important to understand the strengths and limitations of any RCT, and internal variability is a concept in clinical trials that is poorly understood. Variability in a clinical trial may be introduced at an individual level or during measurement, sampling, or conduct of the trial. It is not the same as internal validity, which is a broader concept of accuracy; to be valid, a study should minimise variability and have sound methodology. There are various steps that may be followed to minimise the internal variability in a clinical trial. One aspect of great importance is the adjudication process, which should be done meticulously and is often a step that is overlooked. It is important to standardise each step as much as possible, to ensure consistency and reduce noise at all levels. The concepts discussed in this review may serve as a roadmap to limit the influence of internal variability and maximise internal validity of RCT results.
Collapse
Affiliation(s)
- Grant W Reed
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Parth Parikh
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Steven Nissen
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio, USA.
| |
Collapse
|
15
|
Mechanisms Underlying the Association of Chronic Obstructive Pulmonary Disease With Heart Failure. JACC Cardiovasc Imaging 2021; 14:1963-1973. [PMID: 34023272 PMCID: PMC8490158 DOI: 10.1016/j.jcmg.2021.03.026] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 03/17/2021] [Accepted: 03/19/2021] [Indexed: 01/09/2023]
Abstract
OBJECTIVES The purposes of this study were to determine why chronic obstructive pulmonary disease (COPD) is associated with heart failure (HF). Specific objectives included whether COPD is associated with myocardial fibrosis, whether myocardial fibrosis is associated with hospitalization for HF and death in COPD, and whether COPD and smoking are associated with myocardial inflammation. BACKGROUND COPD is associated with HF independent of shared risk factors. The underlying pathophysiological mechanism is unknown. METHODS A prospective, multicenter, longitudinal cohort study of 572 patients undergoing cardiac magnetic resonance (CMR), including 450 patients with COPD and 122 age- and sex-matched patients with a median: 726 days (interquartile range: 492 to 1,160 days) follow-up. Multivariate analysis was used to examine the relationship between COPD and myocardial fibrosis, measured using cardiac magnetic resonance (CMR). Cox regression analysis was used to examine the relationship between myocardial fibrosis and outcomes; the primary endpoint was composite of hospitalizations for HF or all-cause mortality; secondary endpoints included hospitalizations for HF and all-cause mortality. Fifteen patients with COPD, 15 current smokers, and 15 healthy volunteers underwent evaluation for myocardial inflammation, including ultrasmall superparamagnetic particles of iron oxide CMR. RESULTS COPD was independently associated with myocardial fibrosis (p < 0.001). Myocardial fibrosis was independently associated with the primary outcome (hazard ratio [HR]: 1.14; 95% confidence interval [CI]: 1.08 to 1.20; p < 0.001), hospitalization for HF (HR: 1.25 [95% CI: 1.14 to 1.36]); p < 0.001), and all-cause mortality. Myocardial fibrosis was associated with outcome measurements more strongly than any other variable. Acute and stable COPD were associated with myocardial inflammation. CONCLUSIONS The associations between COPD, myocardial inflammation and myocardial fibrosis, and the independent prognostic value of myocardial fibrosis elucidate a potential pathophysiological link between COPD and HF.
Collapse
|
16
|
Packer M, Anker SD, Butler J, Filippatos G, Ferreira JP, Pocock SJ, Carson P, Anand I, Doehner W, Haass M, Komajda M, Miller A, Pehrson S, Teerlink JR, Brueckmann M, Jamal W, Zeller C, Schnaidt S, Zannad F. Effect of Empagliflozin on the Clinical Stability of Patients With Heart Failure and a Reduced Ejection Fraction: The EMPEROR-Reduced Trial. Circulation 2021; 143:326-336. [PMID: 33081531 PMCID: PMC7834905 DOI: 10.1161/circulationaha.120.051783] [Citation(s) in RCA: 201] [Impact Index Per Article: 67.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 10/13/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Empagliflozin reduces the risk of cardiovascular death or hospitalization for heart failure in patients with heart failure and a reduced ejection fraction, with or without diabetes, but additional data are needed about the effect of the drug on inpatient and outpatient events that reflect worsening heart failure. METHODS We randomly assigned 3730 patients with class II to IV heart failure with an ejection fraction of ≤40% to double-blind treatment with placebo or empagliflozin (10 mg once daily), in addition to recommended treatments for heart failure, for a median of 16 months. We prospectively collected information on inpatient and outpatient events reflecting worsening heart failure and prespecified their analysis in individual and composite end points. RESULTS Empagliflozin reduced the combined risk of death, hospitalization for heart failure or an emergent/urgent heart failure visit requiring intravenous treatment (415 versus 519 patients; empagliflozin versus placebo, respectively; hazard ratio [HR], 0.76; 95% CI, 0.67-0.87; P<0.0001). This benefit reached statistical significance at 12 days after randomization. Empagliflozin reduced the total number of heart failure hospitalizations that required intensive care (HR, 0.67; 95% CI, 0.50-0.90; P=0.008) and that required a vasopressor or positive inotropic drug or mechanical or surgical intervention (HR, 0.64; 95% CI, 0.47-0.87; P=0.005). As compared with placebo, fewer patients in the empagliflozin group reported intensification of diuretics (297 versus 414 [HR, 0.67; 95% CI, 0.56-0.78; P<0.0001]). Additionally, patients assigned to empagliflozin were 20% to 40% more likely to experience an improvement in New York Heart Association functional class and were 20% to 40% less likely to experience worsening of New York Heart Association functional class, with statistically significant effects that were apparent 28 days after randomization and maintained during long-term follow-up. The risk of any inpatient or outpatient worsening heart failure event in the placebo group was high (48.1 per 100 patient-years of follow-up), and it was reduced by empagliflozin (HR, 0.70; 95% CI, 0.63-0.78; P<0.0001). CONCLUSIONS In patients with heart failure and a reduced ejection fraction, empagliflozin reduced the risk and total number of inpatient and outpatient worsening heart failure events, with benefits seen early after initiation of treatment and sustained for the duration of double-blind therapy. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03057977.
Collapse
Affiliation(s)
- Milton Packer
- Baylor Heart and Vascular Institute, Baylor University Medical Center, Dallas, TX (M.P.)
- Imperial College, London, UK (M.P.)
| | - Stefan D. Anker
- Department of Cardiology and Berlin Institute of Health Center for Regenerative Therapies, German Centre for Cardiovascular Research Partner Site Berlin, Charité Universitätsmedizin, Berlin, Germany (S.D.A., W.D.)
| | - Javed Butler
- Department of Medicine, University of Mississippi School of Medicine, Jackson (J.B.)
| | - Gerasimos Filippatos
- National and Kapodistrian University of Athens School of Medicine, Athens University Hospital Attikon, Greece (G.F.)
| | | | - Stuart J. Pocock
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, UK (S.J.P.)
| | - Peter Carson
- Washington DC Veterans Affairs Medical Center (P.C.)
| | - Inder Anand
- Department of Cardiology, University of Minnesota, Minneapolis (I.A.)
| | - Wolfram Doehner
- Department of Cardiology and Berlin Institute of Health Center for Regenerative Therapies, German Centre for Cardiovascular Research Partner Site Berlin, Charité Universitätsmedizin, Berlin, Germany (S.D.A., W.D.)
| | - Markus Haass
- Theresienkrankenhaus and St.Hedwig-Klinik, Mannheim, Germany (M.H.)
| | - Michel Komajda
- Department of Cardiology, Hospital Saint Joseph, Paris, France (M.K.)
| | | | - Steen Pehrson
- Department of Cardiology, University Hospital, Rigshospitalet, Copenhagen, Denmark (S.P.)
| | - John R. Teerlink
- Section of Cardiology, San Francisco Veterans Affairs Medical Center, CA (J.R.T.)
| | | | - Waheed Jamal
- Boehringer Ingelheim International GmbH, Ingelheim, Germany (M.B., W.J., C.Z.)
| | - Cordula Zeller
- Boehringer Ingelheim International GmbH, Ingelheim, Germany (M.B., W.J., C.Z.)
| | - Sven Schnaidt
- Biostatistics and Data Sciences, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany (D.M., S.S.)
| | - Faiez Zannad
- Université de Lorraine, Inserm INI-CRCT, CHRU, Nancy, France (J.P.F., F.Z.)
| |
Collapse
|
17
|
Bhatt DL, Szarek M, Pitt B, Cannon CP, Leiter LA, McGuire DK, Lewis JB, Riddle MC, Inzucchi SE, Kosiborod MN, Cherney DZI, Dwyer JP, Scirica BM, Bailey CJ, Díaz R, Ray KK, Udell JA, Lopes RD, Lapuerta P, Steg PG. Sotagliflozin in Patients with Diabetes and Chronic Kidney Disease. N Engl J Med 2021; 384:129-139. [PMID: 33200891 DOI: 10.1056/nejmoa2030186] [Citation(s) in RCA: 632] [Impact Index Per Article: 210.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND The efficacy and safety of sodium-glucose cotransporter 2 inhibitors such as sotagliflozin in preventing cardiovascular events in patients with diabetes with chronic kidney disease with or without albuminuria have not been well studied. METHODS We conducted a multicenter, double-blind trial in which patients with type 2 diabetes mellitus (glycated hemoglobin level, ≥7%), chronic kidney disease (estimated glomerular filtration rate, 25 to 60 ml per minute per 1.73 m2 of body-surface area), and risks for cardiovascular disease were randomly assigned in a 1:1 ratio to receive sotagliflozin or placebo. The primary end point was changed during the trial to the composite of the total number of deaths from cardiovascular causes, hospitalizations for heart failure, and urgent visits for heart failure. The trial ended early owing to loss of funding. RESULTS Of 19,188 patients screened, 10,584 were enrolled, with 5292 assigned to the sotagliflozin group and 5292 assigned to the placebo group, and followed for a median of 16 months. The rate of primary end-point events was 5.6 events per 100 patient-years in the sotagliflozin group and 7.5 events per 100 patient-years in the placebo group (hazard ratio, 0.74; 95% confidence interval [CI], 0.63 to 0.88; P<0.001). The rate of deaths from cardiovascular causes per 100 patient-years was 2.2 with sotagliflozin and 2.4 with placebo (hazard ratio, 0.90; 95% CI, 0.73 to 1.12; P = 0.35). For the original coprimary end point of the first occurrence of death from cardiovascular causes, nonfatal myocardial infarction, or nonfatal stroke, the hazard ratio was 0.84 (95% CI, 0.72 to 0.99); for the original coprimary end point of the first occurrence of death from cardiovascular causes or hospitalization for heart failure, the hazard ratio was 0.77 (95% CI, 0.66 to 0.91). Diarrhea, genital mycotic infections, volume depletion, and diabetic ketoacidosis were more common with sotagliflozin than with placebo. CONCLUSIONS In patients with diabetes and chronic kidney disease, with or without albuminuria, sotagliflozin resulted in a lower risk of the composite of deaths from cardiovascular causes, hospitalizations for heart failure, and urgent visits for heart failure than placebo but was associated with adverse events. (Funded by Sanofi and Lexicon Pharmaceuticals; SCORED ClinicalTrials.gov number, NCT03315143.).
Collapse
Affiliation(s)
- Deepak L Bhatt
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Michael Szarek
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Bertram Pitt
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Christopher P Cannon
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Lawrence A Leiter
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Darren K McGuire
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Julia B Lewis
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Matthew C Riddle
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Silvio E Inzucchi
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Mikhail N Kosiborod
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - David Z I Cherney
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Jamie P Dwyer
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Benjamin M Scirica
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Clifford J Bailey
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Rafael Díaz
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Kausik K Ray
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Jacob A Udell
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Renato D Lopes
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - Pablo Lapuerta
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| | - P Gabriel Steg
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C., B.M.S.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); the State University of New York Downstate School of Public Health, Brooklyn (M.S.); the University of Michigan, Ann Arbor (B.P.); Li Ka Shing Knowledge Institute and the Division of Endocrinology and Metabolism, St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences, University of Toronto (L.A.L.), and the Division of Nephrology (D.Z.I.C.) and the Cardiovascular Division, Department of Medicine, Women's College Hospital and Peter Munk Cardiac Centre (J.A.U.), University Health Network, University of Toronto - all in Toronto; the University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University Medical Center, Nashville (J.B.L., J.P.D.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); the Section of Endocrinology, Yale School of Medicine, New Haven, CT (S.E.I.); Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City (M.N.K.); the School of Life and Health Sciences, Aston University, Birmingham (C.J.B.), and the Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London (K.K.R.) - both in the United Kingdom; the Department of Medicine, Estudios Clínicos Latinoamérica, Instituto Cardiovascular de Rosario, Rosario, Argentina (R.D.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148, Paris (P.G.S.)
| |
Collapse
|
18
|
Bhatt DL, Szarek M, Steg PG, Cannon CP, Leiter LA, McGuire DK, Lewis JB, Riddle MC, Voors AA, Metra M, Lund LH, Komajda M, Testani JM, Wilcox CS, Ponikowski P, Lopes RD, Verma S, Lapuerta P, Pitt B. Sotagliflozin in Patients with Diabetes and Recent Worsening Heart Failure. N Engl J Med 2021; 384:117-128. [PMID: 33200892 DOI: 10.1056/nejmoa2030183] [Citation(s) in RCA: 1061] [Impact Index Per Article: 353.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Sodium-glucose cotransporter 2 (SGLT2) inhibitors reduce the risk of hospitalization for heart failure or death from cardiovascular causes among patients with stable heart failure. However, the safety and efficacy of SGLT2 inhibitors when initiated soon after an episode of decompensated heart failure are unknown. METHODS We performed a multicenter, double-blind trial in which patients with type 2 diabetes mellitus who were recently hospitalized for worsening heart failure were randomly assigned to receive sotagliflozin or placebo. The primary end point was the total number of deaths from cardiovascular causes and hospitalizations and urgent visits for heart failure (first and subsequent events). The trial ended early because of loss of funding from the sponsor. RESULTS A total of 1222 patients underwent randomization (608 to the sotagliflozin group and 614 to the placebo group) and were followed for a median of 9.0 months; the first dose of sotagliflozin or placebo was administered before discharge in 48.8% and a median of 2 days after discharge in 51.2%. Among these patients, 600 primary end-point events occurred (245 in the sotagliflozin group and 355 in the placebo group). The rate (the number of events per 100 patient-years) of primary end-point events was lower in the sotagliflozin group than in the placebo group (51.0 vs. 76.3; hazard ratio, 0.67; 95% confidence interval [CI], 0.52 to 0.85; P<0.001). The rate of death from cardiovascular causes was 10.6 in the sotagliflozin group and 12.5 in the placebo group (hazard ratio, 0.84; 95% CI, 0.58 to 1.22); the rate of death from any cause was 13.5 in the sotagliflozin group and 16.3 in the placebo group (hazard ratio, 0.82; 95% CI, 0.59 to 1.14). Diarrhea was more common with sotagliflozin than with placebo (6.1% vs. 3.4%), as was severe hypoglycemia (1.5% vs. 0.3%). The percentage of patients with hypotension was similar in the sotagliflozin group and the placebo group (6.0% and 4.6%, respectively), as was the percentage with acute kidney injury (4.1% and 4.4%, respectively). The benefits of sotagliflozin were consistent in the prespecified subgroups of patients stratified according to the timing of the first dose. CONCLUSIONS In patients with diabetes and recent worsening heart failure, sotagliflozin therapy, initiated before or shortly after discharge, resulted in a significantly lower total number of deaths from cardiovascular causes and hospitalizations and urgent visits for heart failure than placebo. (Funded by Sanofi and Lexicon Pharmaceuticals; SOLOIST-WHF ClinicalTrials.gov number, NCT03521934.).
Collapse
Affiliation(s)
- Deepak L Bhatt
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Michael Szarek
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - P Gabriel Steg
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Christopher P Cannon
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Lawrence A Leiter
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Darren K McGuire
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Julia B Lewis
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Matthew C Riddle
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Adriaan A Voors
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Marco Metra
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Lars H Lund
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Michel Komajda
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Jeffrey M Testani
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Christopher S Wilcox
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Piotr Ponikowski
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Renato D Lopes
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Subodh Verma
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Pablo Lapuerta
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| | - Bertram Pitt
- From Brigham and Women's Hospital Heart and Vascular Center and Harvard Medical School, Boston (D.L.B., C.P.C.); Colorado Prevention Center Clinical Research and Department of Medicine, Division of Cardiovascular Medicine, University of Colorado Anschutz Medical Campus, Aurora (M.S.); State University of New York Downstate School of Public Health, Brooklyn (M.S.); Université de Paris, French Alliance for Cardiovascular Trials, Assistance Publique-Hôpitaux de Paris, Hôpital Bichat, INSERM Unité 1148 (P.G.S.), and Paris Sorbonne University and Groupe Hospitalier Paris Saint Joseph (M.K.), Paris; Li Ka Shing Knowledge Institute (L.A.L., S.V.) and the Divisions of Endocrinology and Metabolism (L.A.L.) and Cardiac Surgery (S.V.), St. Michael's Hospital, and the Departments of Medicine and Nutritional Sciences (L.A.L) and Surgery and Pharmacology and Toxicology (S.V.), University of Toronto, Toronto; University of Texas Southwestern Medical Center and Parkland Health and Hospital System, Dallas (D.K.M.), and Lexicon Pharmaceuticals, The Woodlands (P.L.) - both in Texas; Vanderbilt University, Nashville (J.B.L.); the Division of Endocrinology, Diabetes, and Clinical Nutrition, Oregon Health and Science University, Portland (M.C.R.); University of Groningen-University Medical Center Groningen, Groningen, the Netherlands (A.A.V); Azienda Socio Sanitaria Territoriale Spedali Civili and University of Brescia, Brescia, Italy (M.M.); Karolinska Institutet, Stockholm (L.H.L.); Yale University, New Haven, CT (J.M.T.); Georgetown University, Washington, DC (C.S.W.); Wroclaw Medical University, Wroclaw, Poland (P.P.); Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC (R.D.L.); and the University of Michigan, Ann Arbor (B.P.)
| |
Collapse
|
19
|
Affiliation(s)
- Mark C Petrie
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Scotland, United Kingdom
| | - John J V McMurray
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Scotland, United Kingdom
| |
Collapse
|