C-reactive protein and B-type natriuretic peptide yield either a non-significant or a modest incremental value to traditional risk factors in predicting long-term overall mortality in older adults

PLoS One. 2013 Sep 25;8(9):e75809. doi: 10.1371/journal.pone.0075809. eCollection 2013.

Abstract

Background: New biomarkers may aid in preventive and end-of-life decisions in older adults if they enhance the prognostic ability of traditional risk factors. We investigated whether C-reactive protein (CRP) and/or B-type natriuretic peptide (BNP) improve the ability to predict overall mortality among the elderly of the Bambuí, Brazil Study of Aging when added to traditional risk factors.

Methods: From 1997 to 2007, 1,470 community-dwelling individuals (≥60 years) were followed-up. Death was ascertained by continuous verification of death certificates. We calculated hazard ratios per 1 standard deviation change (HR) of death for traditional risk factors only (old model), and traditional risk factors plus CRP and/or BNP (new models) and assessed calibration of the models. Subsequently, we compared c-statistic of each of the new models to the old one, and calculated integrated discriminative improvement (IDI) and net reclassification improvement (NRI).

Results: 544 (37.0%) participants died in a mean follow-up time of 9.0 years. CRP (HR 1.28, 95% CI 1.17-1.40), BNP (HR 1.31 95% CI 1.19-1.45), and CRP plus BNP (HR 1.26, 95% CI 1.15-1.38, and HR 1.29, 95% CI 1.16-1.42, respectively) were independent determinants of mortality. All models were well-calibrated. Discrimination was similar among the old (c-statistic 0.78 [0.78-0.81]) and new models (p=0.43 for CRP; p=0.57 for BNP; and p=0.31 for CRP plus BNP). Compared to the old model, CRP, BNP, and CRP plus BNP models led to an IDI of 0.009 (p<0.001), -0.005 (p<0.001) and -0.003 (p=0.84), and a NRI of 0.04 (p=0.24), 0.07 (p=0.08) and 0.06 (p=0.10), respectively.

Conclusions: Despite being independent predictors of long-term risk of death, compared to traditional risk factors CRP and/or BNP led to either a modest or non-significant improvement in the ability of predicting all-cause mortality in older adults.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Age Factors
  • Aged
  • Biomarkers / blood
  • Biomarkers / metabolism
  • C-Reactive Protein / metabolism*
  • Cause of Death*
  • Female
  • Humans
  • Male
  • Middle Aged
  • Models, Statistical
  • Natriuretic Peptide, Brain / blood
  • Natriuretic Peptide, Brain / metabolism*
  • Patient Outcome Assessment
  • Prognosis
  • Risk Factors
  • Survival Analysis

Substances

  • Biomarkers
  • Natriuretic Peptide, Brain
  • C-Reactive Protein

Grants and funding

This work was supported by Financiadora de Estudos e Projetos, Rio de Janeiro, Brazil; Ministério da Saúde, Brasília, Brazil; Fundação de Amparo à Pesquisa do Estado de Minas Gerais, Belo Horizonte, Brazil. M.F. Lima-Costa and A.L. Ribeiro are fellows of Conselho Nacional de Desenvolvimento Científico e Tecnológico. A.M. Beleigoli was supported by the Programa de Doutorando com Estágio no Exterior do Conselho de Aperfeiçoamento de Pessoal Superior, Brazil. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.