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Spertus JA, Jones PG, Maron DJ, Mark DB, O'Brien SM, Fleg JL, Reynolds HR, Stone GW, Sidhu MS, Chaitman BR, Chertow GM, Hochman JS, Bangalore S. Health Status after Invasive or Conservative Care in Coronary and Advanced Kidney Disease. N Engl J Med 2020; 382:1619-1628. [PMID: 32227754 PMCID: PMC7255621 DOI: 10.1056/nejmoa1916374] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND In the ISCHEMIA-CKD trial, the primary analysis showed no significant difference in the risk of death or myocardial infarction with initial angiography and revascularization plus guideline-based medical therapy (invasive strategy) as compared with guideline-based medical therapy alone (conservative strategy) in participants with stable ischemic heart disease, moderate or severe ischemia, and advanced chronic kidney disease (an estimated glomerular filtration rate of <30 ml per minute per 1.73 m2 or receipt of dialysis). A secondary objective of the trial was to assess angina-related health status. METHODS We assessed health status with the Seattle Angina Questionnaire (SAQ) before randomization and at 1.5, 3, and 6 months and every 6 months thereafter. The primary outcome of this analysis was the SAQ Summary score (ranging from 0 to 100, with higher scores indicating less frequent angina and better function and quality of life). Mixed-effects cumulative probability models within a Bayesian framework were used to estimate the treatment effect with the invasive strategy. RESULTS Health status was assessed in 705 of 777 participants. Nearly half the participants (49%) had had no angina during the month before randomization. At 3 months, the estimated mean difference between the invasive-strategy group and the conservative-strategy group in the SAQ Summary score was 2.1 points (95% credible interval, -0.4 to 4.6), a result that favored the invasive strategy. The mean difference in score at 3 months was largest among participants with daily or weekly angina at baseline (10.1 points; 95% credible interval, 0.0 to 19.9), smaller among those with monthly angina at baseline (2.2 points; 95% credible interval, -2.0 to 6.2), and nearly absent among those without angina at baseline (0.6 points; 95% credible interval, -1.9 to 3.3). By 6 months, the between-group difference in the overall trial population was attenuated (0.5 points; 95% credible interval, -2.2 to 3.4). CONCLUSIONS Participants with stable ischemic heart disease, moderate or severe ischemia, and advanced chronic kidney disease did not have substantial or sustained benefits with regard to angina-related health status with an initially invasive strategy as compared with a conservative strategy. (Funded by the National Heart, Lung, and Blood Institute; ISCHEMIA-CKD ClinicalTrials.gov number, NCT01985360.).
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Affiliation(s)
- John A Spertus
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Philip G Jones
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - David J Maron
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Daniel B Mark
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Sean M O'Brien
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Jerome L Fleg
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Harmony R Reynolds
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Gregg W Stone
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Mandeep S Sidhu
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Bernard R Chaitman
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Glenn M Chertow
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Judith S Hochman
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
| | - Sripal Bangalore
- From Saint Luke's Mid America Heart Institute and the University of Missouri-Kansas City, Kansas City (J.A.S., P.G.J.), and the Center for Comprehensive Cardiovascular Care, St. Louis University School of Medicine, St. Louis (B.R.C.) - all in Missouri; the Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M., G.M.C.); Duke Clinical Research Institute, Durham, NC (D.B.M., S.M.O.); the National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (J.L.F.); and New York University Grossman School of Medicine (H.R.R., J.S.H., S.B.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York, and Albany Medical College and Albany Medical Center, Albany (M.S.S.) - all in New York
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Spertus JA, Jones PG, Maron DJ, O'Brien SM, Reynolds HR, Rosenberg Y, Stone GW, Harrell FE, Boden WE, Weintraub WS, Baloch K, Mavromatis K, Diaz A, Gosselin G, Newman JD, Mavromichalis S, Alexander KP, Cohen DJ, Bangalore S, Hochman JS, Mark DB. Health-Status Outcomes with Invasive or Conservative Care in Coronary Disease. N Engl J Med 2020; 382:1408-1419. [PMID: 32227753 PMCID: PMC7261489 DOI: 10.1056/nejmoa1916370] [Citation(s) in RCA: 260] [Impact Index Per Article: 65.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
BACKGROUND In the ISCHEMIA trial, an invasive strategy with angiographic assessment and revascularization did not reduce clinical events among patients with stable ischemic heart disease and moderate or severe ischemia. A secondary objective of the trial was to assess angina-related health status among these patients. METHODS We assessed angina-related symptoms, function, and quality of life with the Seattle Angina Questionnaire (SAQ) at randomization, at months 1.5, 3, and 6, and every 6 months thereafter in participants who had been randomly assigned to an invasive treatment strategy (2295 participants) or a conservative strategy (2322). Mixed-effects cumulative probability models within a Bayesian framework were used to estimate differences between the treatment groups. The primary outcome of this health-status analysis was the SAQ summary score (scores range from 0 to 100, with higher scores indicating better health status). All analyses were performed in the overall population and according to baseline angina frequency. RESULTS At baseline, 35% of patients reported having no angina in the previous month. SAQ summary scores increased in both treatment groups, with increases at 3, 12, and 36 months that were 4.1 points (95% credible interval, 3.2 to 5.0), 4.2 points (95% credible interval, 3.3 to 5.1), and 2.9 points (95% credible interval, 2.2 to 3.7) higher with the invasive strategy than with the conservative strategy. Differences were larger among participants who had more frequent angina at baseline (8.5 vs. 0.1 points at 3 months and 5.3 vs. 1.2 points at 36 months among participants with daily or weekly angina as compared with no angina). CONCLUSIONS In the overall trial population with moderate or severe ischemia, which included 35% of participants without angina at baseline, patients randomly assigned to the invasive strategy had greater improvement in angina-related health status than those assigned to the conservative strategy. The modest mean differences favoring the invasive strategy in the overall group reflected minimal differences among asymptomatic patients and larger differences among patients who had had angina at baseline. (Funded by the National Heart, Lung, and Blood Institute and others; ISCHEMIA ClinicalTrials.gov number, NCT01471522.).
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Affiliation(s)
- John A Spertus
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Philip G Jones
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - David J Maron
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Sean M O'Brien
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Harmony R Reynolds
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Yves Rosenberg
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Gregg W Stone
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Frank E Harrell
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - William E Boden
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - William S Weintraub
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Khaula Baloch
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Kreton Mavromatis
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Ariel Diaz
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Gilbert Gosselin
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Jonathan D Newman
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Stavroula Mavromichalis
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Karen P Alexander
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - David J Cohen
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Sripal Bangalore
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Judith S Hochman
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
| | - Daniel B Mark
- From Saint Luke's Mid America Heart Institute Kansas City (J.A.S., P.G.J.) and the University of Missouri-Kansas City (J.A.S., P.G.J., D.J.C.), Kansas City; Department of Medicine, Stanford University School of Medicine, Stanford, CA (D.J.M.); Duke Clinical Research Institute and Duke University, Durham, NC (S.M.O., K.B., K.P.A., D.B.M.); New York University Grossman School of Medicine (H.R.R., J.D.N., S.M., S.B., J.S.H.), Icahn School of Medicine at Mount Sinai (G.W.S.), and the Cardiovascular Research Foundation (G.W.S.), New York; National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (Y.R.); the Department of Biostatistics, Vanderbilt University School of Medicine, Nashville (F.E.H.); Veterans Affairs (VA) New England Healthcare System, Boston University School of Medicine, Boston (W.E.B.); MedStar Washington Hospital Center, Washington, DC (W.S.W.); Atlanta VA Healthcare System, Emory University School of Medicine, Atlanta (K.M.); and Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec (CIUSSS MCQ), University of Montreal, Campus Mauricie, Trois-Rivieres, QC (A.D.), and the Montreal Heart Institute, Montreal (G.G.) - both in Canada
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