TY - JOUR
T1 - Evaluation of 9 biomarkers for predicting 10-year cardiovascular risk in patients undergoing coronary angiography
T2 - Findings from the LUdwigshafen RIsk and Cardiovascular Health (LURIC) study
AU - Ó Hartaigh, Bríain
AU - Thomas, G. Neil
AU - Bosch, Jos A.
AU - Hemming, Karla
AU - Pilz, Stefan
AU - Loerbroks, Adrian
AU - Kleber, Marcus E.
AU - Grammer, Tanja B.
AU - Fischer, Joachim E.
AU - Silbernagel, Guenther
AU - Tomaschitz, Andreas
AU - März, Winfried
N1 - Funding Information: Grant support: LURIC has received funding through the 6th Framework Program (integrated project Bloodomics, grant LSHM-CT-2004-503485 ) and the 7th Framework Program (integrated project Atheroremo, Grant Agreement number 201668 ) of the European Union . BόH was funded by a BBSRC grant studentship to GNT and JB.
PY - 2013/10/3
Y1 - 2013/10/3
N2 - Background Conventional factors do not fully explain the distribution of cardiovascular outcomes. Biomarkers are known to participate in well-established pathways associated with cardiovascular disease, and may therefore provide further information over and above conventional risk factors. This study sought to determine whether individual and/or combined assessment of 9 biomarkers improved discrimination, calibration and reclassification of cardiovascular mortality. Methods 3267 patients (2283 men), aged 18-95 years, at intermediate-to-high-risk of cardiovascular disease were followed in this prospective cohort study. Conventional risk factors and biomarkers were included based on forward and backward Cox proportional stepwise selection models. Results During 10-years of follow-up, 546 fatal cardiovascular events occurred. Four biomarkers (interleukin-6, neutrophils, von Willebrand factor, and 25-hydroxyvitamin D) were retained during stepwise selection procedures for subsequent analyses. Simultaneous inclusion of these biomarkers significantly improved discrimination as measured by the C-index (0.78, P = 0.0001), and integrated discrimination improvement (0.0219, P < 0.0001). Collectively, these biomarkers improved net reclassification for cardiovascular death by 10.6% (P < 0.0001) when added to the conventional risk model. Conclusions In terms of adverse cardiovascular prognosis, a biomarker panel consisting of interleukin-6, neutrophils, von Willebrand factor, and 25-hydroxyvitamin D offered significant incremental value beyond that conveyed by simple conventional risk factors.
AB - Background Conventional factors do not fully explain the distribution of cardiovascular outcomes. Biomarkers are known to participate in well-established pathways associated with cardiovascular disease, and may therefore provide further information over and above conventional risk factors. This study sought to determine whether individual and/or combined assessment of 9 biomarkers improved discrimination, calibration and reclassification of cardiovascular mortality. Methods 3267 patients (2283 men), aged 18-95 years, at intermediate-to-high-risk of cardiovascular disease were followed in this prospective cohort study. Conventional risk factors and biomarkers were included based on forward and backward Cox proportional stepwise selection models. Results During 10-years of follow-up, 546 fatal cardiovascular events occurred. Four biomarkers (interleukin-6, neutrophils, von Willebrand factor, and 25-hydroxyvitamin D) were retained during stepwise selection procedures for subsequent analyses. Simultaneous inclusion of these biomarkers significantly improved discrimination as measured by the C-index (0.78, P = 0.0001), and integrated discrimination improvement (0.0219, P < 0.0001). Collectively, these biomarkers improved net reclassification for cardiovascular death by 10.6% (P < 0.0001) when added to the conventional risk model. Conclusions In terms of adverse cardiovascular prognosis, a biomarker panel consisting of interleukin-6, neutrophils, von Willebrand factor, and 25-hydroxyvitamin D offered significant incremental value beyond that conveyed by simple conventional risk factors.
KW - Biomarker
KW - Cardiovascular
KW - Discrimination
KW - Reclassification
KW - Risk factor
UR - http://www.scopus.com/inward/record.url?scp=84885648355&partnerID=8YFLogxK
U2 - https://doi.org/10.1016/j.ijcard.2013.03.043
DO - https://doi.org/10.1016/j.ijcard.2013.03.043
M3 - Article
C2 - 23601216
SN - 0167-5273
VL - 168
SP - 2609
EP - 2615
JO - International journal of cardiology
JF - International journal of cardiology
IS - 3
ER -