Prognostic Value of Cardiovascular Biomarkers in the Population

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  • Johannes Tobias Neumann
  • Raphael Twerenbold
  • Jessica Weimann
  • Christie M. Ballantyne
  • Emelia J. Benjamin
  • Simona Costanzo
  • James A. De Lemos
  • Christopher R. Defilippi
  • Augusto Di Castelnuovo
  • Chiara Donfrancesco
  • Marcus Dörr
  • Kai M. Eggers
  • Gunnar Engström
  • Stephan B. Felix
  • Marco M. Ferrario
  • Ron T. Gansevoort
  • Simona Giampaoli
  • Vilmantas Giedraitis
  • Pär Hedberg
  • Licia Iacoviello
  • Og 34 flere
  • Torben Jørgensen
  • Frank Kee
  • Wolfgang Koenig
  • Kari Kuulasmaa
  • Joshua R. Lewis
  • Thiess Lorenz
  • Magnus N. Lyngbakken
  • Christina Magnussen
  • Olle Melander
  • Matthias Nauck
  • Teemu J. Niiranen
  • Peter M. Nilsson
  • Michael H. Olsen
  • Torbjorn Omland
  • Viktor Oskarsson
  • Luigi Palmieri
  • Anette Peters
  • Richard L. Prince
  • Vazhma Qaderi
  • Ramachandran S. Vasan
  • Veikko Salomaa
  • Susana Sans
  • J. Gustav Smith
  • Stefan Söderberg
  • Barbara Thorand
  • Andrew M. Tonkin
  • Hugh Tunstall-Pedoe
  • Giovanni Veronesi
  • Tetsu Watanabe
  • Masafumi Watanabe
  • Andreas M. Zeiher
  • Tanja Zeller
  • Stefan Blankenberg
  • Francisco Ojeda
Importance Identification of individuals at high risk for atherosclerotic cardiovascular disease within the population is important to inform primary prevention strategies.

Objective To evaluate the prognostic value of routinely available cardiovascular biomarkers when added to established risk factors.

Design, Setting, and Participants Individual-level analysis including data on cardiovascular biomarkers from 28 general population–based cohorts from 12 countries and 4 continents with assessments by participant age. The median follow-up was 11.8 years.

Exposure Measurement of high-sensitivity cardiac troponin I, high-sensitivity cardiac troponin T, N-terminal pro-B-type natriuretic peptide, B-type natriuretic peptide, or high-sensitivity C-reactive protein.

Main Outcomes and Measures The primary outcome was incident atherosclerotic cardiovascular disease, which included all fatal and nonfatal events. The secondary outcomes were all-cause mortality, heart failure, ischemic stroke, and myocardial infarction. Subdistribution hazard ratios (HRs) for the association of biomarkers and outcomes were calculated after adjustment for established risk factors. The additional predictive value of the biomarkers was assessed using the C statistic and reclassification analyses.

Results The analyses included 164 054 individuals (median age, 53.1 years [IQR, 42.7-62.9 years] and 52.4% were women). There were 17 211 incident atherosclerotic cardiovascular disease events. All biomarkers were significantly associated with incident atherosclerotic cardiovascular disease (subdistribution HR per 1-SD change, 1.13 [95% CI, 1.11-1.16] for high-sensitivity cardiac troponin I; 1.18 [95% CI, 1.12-1.23] for high-sensitivity cardiac troponin T; 1.21 [95% CI, 1.18-1.24] for N-terminal pro-B-type natriuretic peptide; 1.14 [95% CI, 1.08-1.22] for B-type natriuretic peptide; and 1.14 [95% CI, 1.12-1.16] for high-sensitivity C-reactive protein) and all secondary outcomes. The addition of each single biomarker to a model that included established risk factors improved the C statistic. For 10-year incident atherosclerotic cardiovascular disease in younger people (aged <65 years), the combination of high-sensitivity cardiac troponin I, N-terminal pro-B-type natriuretic peptide, and high-sensitivity C-reactive protein resulted in a C statistic improvement from 0.812 (95% CI, 0.8021-0.8208) to 0.8194 (95% CI, 0.8089-0.8277). The combination of these biomarkers also improved reclassification compared with the conventional model. Improvements in risk prediction were most pronounced for the secondary outcomes of heart failure and all-cause mortality. The incremental value of biomarkers was greater in people aged 65 years or older vs younger people.

Conclusions and Relevance Cardiovascular biomarkers were strongly associated with fatal and nonfatal cardiovascular events and mortality. The addition of biomarkers to established risk factors led to only a small improvement in risk prediction metrics for atherosclerotic cardiovascular disease, but was more favorable for heart failure and mortality.
OriginalsprogEngelsk
TidsskriftJAMA
Vol/bind331
Udgave nummer22
Sider (fra-til)1898-1909
Antal sider12
ISSN0098-7484
DOI
StatusUdgivet - 2024

Bibliografisk note

Funding Information:
Funding/Support: This study was supported by the European Union project euCanSHare (Horizon 2020, No. 847770). The KORA study was initiated and financed by the Helmholtz Zentrum M\u00FCnchen\u2013German Research Center for Environmental Health, which is funded by the German Federal Ministry of Education and Research and by the State of Bavaria. Data collection in the KORA study is done in cooperation with the University Hospital of Augsburg. The Malm\u00F6 Diet and Cancer and Malm\u00F6 Preventive project were supported by Lund University infrastructure grant (STYR 2019/2046). The MORGAM Project has received funding from European Union projects MORGAM (Biomed, BMH4-CT98-3183), GenomEUtwin (FP5, QLG2-CT-2002-01254), ENGAGE (FP7, HEALTH-F4-2007-201413), CHANCES (FP7, HEALTH-F3-2010-242244), BiomarCaRE (FP7, HEALTH-F2-2011-278913), euCanSHare (Horizon 2020, No. 825903), AFFECT-EU (Horizon 2020, No. 847770), and Medical Research Council, London (G0601463, No. 80983; Biomarkers in the MORGAM populations). This funding has supported central coordination, workshops, and part of the activities of the MORGAM data center, the MORGAM laboratories, and the MORGAM participating centers. The MONICA project is funded by Ume\u00E5 University, the county councils in Norr and V\u00E4sterbotten, and the King Gustaf V and Queen Victoria\u2019s Foundation of Freemasons. Dr Neumann is supported by the Heisenberg programme of the Deutsche Forschungsgemeinschaft (German Research Foundation). Dr Benjamin received funding from grants HHSN268201500001I, 75N92019D00031, R01 HL092577, R01 HL64753, R01 HL076784, and R01 AG028321 from the National Institutes of Health. Dr Lewis was funded by a National Heart Foundation of Australia Future Leader Fellowship (ID: 107323). Dr Niiranen was supported by the Finnish Foundation for Cardiovascular Research, the Research Council of Finland (grants 321351 and 354447) and the Sigrid Jus\u00E9lius Foundation. The Tr\u00F8ndelag Health Study (HUNT Study) is a collaboration between the HUNT Research Centre (Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology), the Tr\u00F8ndelag County Council, the Central Norway Regional Health Authority, and the Norwegian Institute of Public Health. We acknowledge generous support from the KG Jebsen Center for Cardiac Biomarkers (grant SKGJ-MED-024 awarded to Drs Lyngbakken and Omland). Dr Zeller is funded by the German Centre for Cardiovascular Research (grants 81Z0710101 and 81Z0710102).

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