Literature DB >> 24682252

Validation of the atherosclerotic cardiovascular disease Pooled Cohort risk equations.

Paul Muntner1, Lisandro D Colantonio2, Mary Cushman3, David C Goff4, George Howard5, Virginia J Howard2, Brett Kissela6, Emily B Levitan2, Donald M Lloyd-Jones7, Monika M Safford8.   

Abstract

IMPORTANCE: The American College of Cardiology/American Heart Association (ACC/AHA) Pooled Cohort risk equations were developed to estimate atherosclerotic cardiovascular disease (CVD) risk and guide statin initiation.
OBJECTIVE: To assess calibration and discrimination of the Pooled Cohort risk equations in a contemporary US population. DESIGN, SETTING, AND PARTICIPANTS: Adults aged 45 to 79 years enrolled in the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study between January 2003 and October 2007 and followed up through December 2010. We studied participants for whom atherosclerotic CVD risk may trigger a discussion of statin initiation (those without clinical atherosclerotic CVD or diabetes, low-density lipoprotein cholesterol level between 70 and 189 mg/dL, and not taking statins; n = 10,997). MAIN OUTCOMES AND MEASURES: Predicted risk and observed adjudicated atherosclerotic CVD incidence (nonfatal myocardial infarction, coronary heart disease [CHD] death, nonfatal or fatal stroke) at 5 years because REGARDS participants have not been followed up for 10 years. Additional analyses, limited to Medicare beneficiaries (n = 3333), added atherosclerotic CVD events identified in Medicare claims data.
RESULTS: There were 338 adjudicated events (192 CHD events, 146 strokes). The observed and predicted 5-year atherosclerotic CVD incidence per 1000 person-years for participants with a 10-year predicted atherosclerotic CVD risk of less than 5% was 1.9 (95% CI, 1.3-2.7) and 1.9, respectively, risk of 5% to less than 7.5% was 4.8 (95% CI, 3.4-6.7) and 4.8, risk of 7.5% to less than 10% was 6.1 (95% CI, 4.4-8.6) and 6.9, and risk of 10% or greater was 12.0 (95% CI, 10.6-13.6) and 15.1 (Hosmer-Lemeshow χ2 = 19.9, P = .01). The C index was 0.72 (95% CI, 0.70-0.75). There were 234 atherosclerotic CVD events (120 CHD events, 114 strokes) among Medicare-linked participants and the observed and predicted 5-year atherosclerotic CVD incidence per 1000 person-years for participants with a predicted risk of less than 7.5% was 5.3 (95% CI, 2.8-10.1) and 4.0, respectively, risk of 7.5% to less than 10% was 7.9 (95% CI, 4.6-13.5) and 6.4, and risk of 10% or greater was 17.4 (95% CI, 15.3-19.8) and 16.4 (Hosmer-Lemeshow χ2 = 5.4, P = .71). The C index was 0.67 (95% CI, 0.64-0.71). CONCLUSIONS AND RELEVANCE: In this cohort of US adults for whom statin initiation is considered based on the ACC/AHA Pooled Cohort risk equations, observed and predicted 5-year atherosclerotic CVD risks were similar, indicating that these risk equations were well calibrated in the population for which they were designed to be used, and demonstrated moderate to good discrimination.

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Year:  2014        PMID: 24682252      PMCID: PMC4189930          DOI: 10.1001/jama.2014.2630

Source DB:  PubMed          Journal:  JAMA        ISSN: 0098-7484            Impact factor:   56.272


  24 in total

1.  Universal definition of myocardial infarction.

Authors:  Kristian Thygesen; Joseph S Alpert; Harvey D White; Allan S Jaffe; Fred S Apple; Marcello Galvani; Hugo A Katus; L Kristin Newby; Jan Ravkilde; Bernard Chaitman; Peter M Clemmensen; Mikael Dellborg; Hanoch Hod; Pekka Porela; Richard Underwood; Jeroen J Bax; George A Beller; Robert Bonow; Ernst E Van der Wall; Jean-Pierre Bassand; William Wijns; T Bruce Ferguson; Philippe G Steg; Barry F Uretsky; David O Williams; Paul W Armstrong; Elliott M Antman; Keith A Fox; Christian W Hamm; E Magnus Ohman; Maarten L Simoons; Philip A Poole-Wilson; Enrique P Gurfinkel; José-Luis Lopez-Sendon; Prem Pais; Shanti Mendis; Jun-Ren Zhu; Lars C Wallentin; Francisco Fernández-Avilés; Kim M Fox; Alexander N Parkhomenko; Silvia G Priori; Michal Tendera; Liisa-Maria Voipio-Pulkki; Alec Vahanian; A John Camm; Raffaele De Caterina; Veronica Dean; Kenneth Dickstein; Gerasimos Filippatos; Christian Funck-Brentano; Irene Hellemans; Steen Dalby Kristensen; Keith McGregor; Udo Sechtem; Sigmund Silber; Michal Tendera; Petr Widimsky; José Luis Zamorano; Joao Morais; Sorin Brener; Robert Harrington; David Morrow; Michael Lim; Marco A Martinez-Rios; Steve Steinhubl; Glen N Levine; W Brian Gibler; David Goff; Marco Tubaro; Darek Dudek; Nawwar Al-Attar
Journal:  Circulation       Date:  2007-10-19       Impact factor: 29.690

2.  Statins: new American guidelines for prevention of cardiovascular disease.

Authors:  Paul M Ridker; Nancy R Cook
Journal:  Lancet       Date:  2013-11-20       Impact factor: 79.321

3.  Twenty-two-year trends in incidence of myocardial infarction, coronary heart disease mortality, and case fatality in 4 US communities, 1987-2008.

Authors:  Wayne D Rosamond; Lloyd E Chambless; Gerardo Heiss; Thomas H Mosley; Josef Coresh; Eric Whitsel; Lynne Wagenknecht; Hanyu Ni; Aaron R Folsom
Journal:  Circulation       Date:  2012-03-15       Impact factor: 29.690

4.  Stroke incidence is decreasing in whites but not in blacks: a population-based estimate of temporal trends in stroke incidence from the Greater Cincinnati/Northern Kentucky Stroke Study.

Authors:  Dawn O Kleindorfer; Jane Khoury; Charles J Moomaw; Kathleen Alwell; Daniel Woo; Matthew L Flaherty; Pooja Khatri; Opeolu Adeoye; Simona Ferioli; Joseph P Broderick; Brett M Kissela
Journal:  Stroke       Date:  2010-05-20       Impact factor: 7.914

5.  Disparities in stroke incidence contributing to disparities in stroke mortality.

Authors:  Virginia J Howard; Dawn O Kleindorfer; Suzanne E Judd; Leslie A McClure; Monika M Safford; J David Rhodes; Mary Cushman; Claudia S Moy; Elsayed Z Soliman; Brett M Kissela; George Howard
Journal:  Ann Neurol       Date:  2011-03-17       Impact factor: 10.422

6.  Prolongation of QTc and risk of stroke: The REGARDS (REasons for Geographic and Racial Differences in Stroke) study.

Authors:  Elsayed Z Soliman; George Howard; Mary Cushman; Brett Kissela; Dawn Kleindorfer; Anh Le; Suzanne Judd; Leslie A McClure; Virginia J Howard
Journal:  J Am Coll Cardiol       Date:  2012-04-17       Impact factor: 24.094

7.  Association of race and sex with risk of incident acute coronary heart disease events.

Authors:  Monika M Safford; Todd M Brown; Paul M Muntner; Raegan W Durant; Stephen Glasser; Jewell H Halanych; James M Shikany; Ronald J Prineas; Tandaw Samdarshi; Vera A Bittner; Cora E Lewis; Christopher Gamboa; Mary Cushman; Virginia Howard; George Howard
Journal:  JAMA       Date:  2012-11-07       Impact factor: 56.272

8.  Trends in the prevalence, awareness, treatment and control of high low density lipoprotein-cholesterol among United States adults from 1999-2000 through 2009-2010.

Authors:  Paul Muntner; Emily B Levitan; Todd M Brown; Pradeep Sharma; Hong Zhao; Vera Bittner; Stephen Glasser; Meredith Kilgore; Huifeng Yun; J Michael Woolley; Michael E Farkouh; Robert S Rosenson
Journal:  Am J Cardiol       Date:  2013-05-29       Impact factor: 2.778

9.  Evaluation of the performance and concordance of clinical questionnaires for the diagnosis of heart failure in primary care.

Authors:  Cândida Fonseca; António G Oliveira; Teresa Mota; Fernando Matias; Humberto Morais; Catarina Costa; Fátima Ceia
Journal:  Eur J Heart Fail       Date:  2004-10       Impact factor: 15.534

10.  Use of Medicare data to identify coronary heart disease outcomes in the Women's Health Initiative.

Authors:  Mark A Hlatky; Roberta M Ray; Dale R Burwen; Karen L Margolis; Karen C Johnson; Anna Kucharska-Newton; JoAnn E Manson; Jennifer G Robinson; Monika M Safford; Matthew Allison; Themistocles L Assimes; Anthony A Bavry; Jeffrey Berger; Rhonda M Cooper-DeHoff; Susan R Heckbert; Wenjun Li; Simin Liu; Lisa W Martin; Marco V Perez; Hilary A Tindle; Wolfgang C Winkelmayer; Marcia L Stefanick
Journal:  Circ Cardiovasc Qual Outcomes       Date:  2014-01-07
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  182 in total

1.  Contrasting Cholesterol Management Guidelines for Adults with CKD.

Authors:  Lisandro D Colantonio; Usman Baber; Maciej Banach; Rikki M Tanner; David G Warnock; Orlando M Gutiérrez; Monika M Safford; Christoph Wanner; George Howard; Paul Muntner
Journal:  J Am Soc Nephrol       Date:  2014-11-13       Impact factor: 10.121

2.  The new cholesterol and blood pressure guidelines: perspective on the path forward.

Authors:  Harlan M Krumholz
Journal:  JAMA       Date:  2014-04-09       Impact factor: 56.272

3.  Implications of the new American College of Cardiology/American Heart Association cholesterol guidelines for primary atherosclerotic cardiovascular disease event prevention in a multi ethnic cohort: Multi-Ethnic Study of Atherosclerosis (MESA).

Authors:  Joseph Yeboah; Stefan Sillau; Joseph C Delaney; Michael J Blaha; Erin D Michos; Rebekah Young; Waqas T Qureshi; Robyn McClelland; Gregory L Burke; Bruce M Psaty; David M Herrington
Journal:  Am Heart J       Date:  2015-01-06       Impact factor: 4.749

4.  The new lipid guidelines: what do primary care clinicians think?

Authors:  Sina Jamé; Eve Wittenberg; Michael B Potter; Kirsten E Fleischmann
Journal:  Am J Med       Date:  2015-03-30       Impact factor: 4.965

5.  Ensuring Fairness in Machine Learning to Advance Health Equity.

Authors:  Alvin Rajkomar; Michaela Hardt; Michael D Howell; Greg Corrado; Marshall H Chin
Journal:  Ann Intern Med       Date:  2018-12-04       Impact factor: 25.391

6.  Association of Smoking Cessation With Subsequent Risk of Cardiovascular Disease.

Authors:  Meredith S Duncan; Matthew S Freiberg; Robert A Greevy; Suman Kundu; Ramachandran S Vasan; Hilary A Tindle
Journal:  JAMA       Date:  2019-08-20       Impact factor: 56.272

7.  Evaluation of the Pooled Cohort Risk Equations for Cardiovascular Risk Prediction in a Multiethnic Cohort From the Women's Health Initiative.

Authors:  Samia Mora; Nanette K Wenger; Nancy R Cook; Jingmin Liu; Barbara V Howard; Marian C Limacher; Simin Liu; Karen L Margolis; Lisa W Martin; Nina P Paynter; Paul M Ridker; Jennifer G Robinson; Jacques E Rossouw; Monika M Safford; JoAnn E Manson
Journal:  JAMA Intern Med       Date:  2018-09-01       Impact factor: 21.873

8.  A cardiovascular disease risk prediction algorithm for use with the Medicare current beneficiary survey.

Authors:  Hassan Fouayzi; Arlene S Ash; Amy K Rosen
Journal:  Health Serv Res       Date:  2020-04-14       Impact factor: 3.402

Review 9.  Headed in the right direction but at risk for miscalculation: a critical appraisal of the 2013 ACC/AHA risk assessment guidelines.

Authors:  Nivee P Amin; Seth S Martin; Michael J Blaha; Khurram Nasir; Roger S Blumenthal; Erin D Michos
Journal:  J Am Coll Cardiol       Date:  2014-05-07       Impact factor: 24.094

10.  Trends in predicted risk for atherosclerotic cardiovascular disease using the pooled cohort risk equations among US adults from 1999 to 2012.

Authors:  Earl S Ford; Julie C Will; Carla I Mercado; Fleetwood Loustalot
Journal:  JAMA Intern Med       Date:  2015-02       Impact factor: 21.873

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