BACKGROUND: Biomarkers for predicting cardiovascular events in community-based populations have not consistently added information to standard risk factors. A limitation of many previously studied biomarkers is their lack of cardiovascular specificity. METHODS AND RESULTS: To determine the prognostic value of 3 novel biomarkers induced by cardiovascular stress, we measured soluble ST2, growth differentiation factor-15, and high-sensitivity troponin I in 3428 participants (mean age, 59 years; 53% women) in the Framingham Heart Study. We performed multivariable-adjusted proportional hazards models to assess the individual and combined ability of the biomarkers to predict adverse outcomes. We also constructed a "multimarker" score composed of the 3 biomarkers in addition to B-type natriuretic peptide and high-sensitivity C-reactive protein. During a mean follow-up of 11.3 years, there were 488 deaths, 336 major cardiovascular events, 162 heart failure events, and 142 coronary events. In multivariable-adjusted models, the 3 new biomarkers were associated with each end point (P<0.001) except coronary events. Individuals with multimarker scores in the highest quartile had a 3-fold risk of death (adjusted hazard ratio, 3.2; 95% confidence interval, 2.2-4.7; P<0.001), 6-fold risk of heart failure (6.2; 95% confidence interval, 2.6-14.8; P<0.001), and 2-fold risk of cardiovascular events (1.9; 95% confidence interval, 1.3-2.7; P=0.001). Addition of the multimarker score to clinical variables led to significant increases in the c statistic (P=0.005 or lower) and net reclassification improvement (P=0.001 or lower). CONCLUSION: Multiple biomarkers of cardiovascular stress are detectable in ambulatory individuals and add prognostic value to standard risk factors for predicting death, overall cardiovascular events, and heart failure.
BACKGROUND: Biomarkers for predicting cardiovascular events in community-based populations have not consistently added information to standard risk factors. A limitation of many previously studied biomarkers is their lack of cardiovascular specificity. METHODS AND RESULTS: To determine the prognostic value of 3 novel biomarkers induced by cardiovascular stress, we measured soluble ST2, growth differentiation factor-15, and high-sensitivity troponin I in 3428 participants (mean age, 59 years; 53% women) in the Framingham Heart Study. We performed multivariable-adjusted proportional hazards models to assess the individual and combined ability of the biomarkers to predict adverse outcomes. We also constructed a "multimarker" score composed of the 3 biomarkers in addition to B-type natriuretic peptide and high-sensitivity C-reactive protein. During a mean follow-up of 11.3 years, there were 488 deaths, 336 major cardiovascular events, 162 heart failure events, and 142 coronary events. In multivariable-adjusted models, the 3 new biomarkers were associated with each end point (P<0.001) except coronary events. Individuals with multimarker scores in the highest quartile had a 3-fold risk of death (adjusted hazard ratio, 3.2; 95% confidence interval, 2.2-4.7; P<0.001), 6-fold risk of heart failure (6.2; 95% confidence interval, 2.6-14.8; P<0.001), and 2-fold risk of cardiovascular events (1.9; 95% confidence interval, 1.3-2.7; P=0.001). Addition of the multimarker score to clinical variables led to significant increases in the c statistic (P=0.005 or lower) and net reclassification improvement (P=0.001 or lower). CONCLUSION: Multiple biomarkers of cardiovascular stress are detectable in ambulatory individuals and add prognostic value to standard risk factors for predicting death, overall cardiovascular events, and heart failure.
Authors: Tibor Kempf; Rüdiger Horn-Wichmann; Georg Brabant; Timo Peter; Tim Allhoff; Gunnar Klein; Helmut Drexler; Nina Johnston; Lars Wallentin; Kai C Wollert Journal: Clin Chem Date: 2006-12-21 Impact factor: 8.327
Authors: Beatriz Bermúdez; Sergio López; Yolanda M Pacheco; José Villar; Francisco J G Muriana; Jöerg D Hoheisel; Andrea Bauer; Rocío Abia Journal: Cardiovasc Res Date: 2008-03-21 Impact factor: 10.787
Authors: John Todd; Bob Freese; Ann Lu; Douglas Held; Jennifer Morey; Richard Livingston; Philippe Goix Journal: Clin Chem Date: 2007-09-21 Impact factor: 8.327
Authors: W Frank Peacock; Teresa De Marco; Gregg C Fonarow; Deborah Diercks; Janet Wynne; Fred S Apple; Alan H B Wu Journal: N Engl J Med Date: 2008-05-15 Impact factor: 91.245
Authors: Tibor Kempf; Erik Björklund; Sylvia Olofsson; Bertil Lindahl; Tim Allhoff; Timo Peter; Jörn Tongers; Kai C Wollert; Lars Wallentin Journal: Eur Heart J Date: 2007-10-31 Impact factor: 29.983
Authors: Marc S Sabatine; David A Morrow; Luke J Higgins; Catherine MacGillivray; Wei Guo; Christophe Bode; Nader Rifai; Christopher P Cannon; Robert E Gerszten; Richard T Lee Journal: Circulation Date: 2008-03-31 Impact factor: 29.690
Authors: Ashley M Miller; Damo Xu; Darren L Asquith; Laura Denby; Yubin Li; Naveed Sattar; Andrew H Baker; Iain B McInnes; Foo Y Liew Journal: J Exp Med Date: 2008-02-11 Impact factor: 14.307
Authors: Meagan E Stabler; Michael E Rezaee; Devin M Parker; Todd A MacKenzie; Andrew R Bohm; Anthony W DiScipio; David J Malenka; Jeremiah R Brown Journal: Biomarkers Date: 2019-01-11 Impact factor: 2.658
Authors: John W McEvoy; Yuan Chen; Chiadi E Ndumele; Scott D Solomon; Vijay Nambi; Christie M Ballantyne; Roger S Blumenthal; Josef Coresh; Elizabeth Selvin Journal: JAMA Cardiol Date: 2016-08-01 Impact factor: 14.676
Authors: Jennifer E Ho; Wei-Yu Chen; Ming-Huei Chen; Martin G Larson; Elizabeth L McCabe; Susan Cheng; Anahita Ghorbani; Erin Coglianese; Valur Emilsson; Andrew D Johnson; Stefan Walter; Nora Franceschini; Christopher J O'Donnell; Abbas Dehghan; Chen Lu; Daniel Levy; Christopher Newton-Cheh; Honghuang Lin; Janine F Felix; Eric R Schreiter; Ramachandran S Vasan; James L Januzzi; Richard T Lee; Thomas J Wang Journal: J Clin Invest Date: 2013-09-03 Impact factor: 14.808
Authors: Vivek Narayan; Elizabeth W Thompson; Biniyam Demissei; Jennifer E Ho; James L Januzzi; Bonnie Ky Journal: J Am Coll Cardiol Date: 2020-06-02 Impact factor: 24.094
Authors: Erin E Coglianese; Martin G Larson; Ramachandran S Vasan; Jennifer E Ho; Anahita Ghorbani; Elizabeth L McCabe; Susan Cheng; Michael G Fradley; Dana Kretschman; Wei Gao; George O'Connor; Thomas J Wang; James L Januzzi Journal: Clin Chem Date: 2012-10-11 Impact factor: 8.327