Background: It remains unclear whether the plasma proteome adds value to established predictors in heart failure (HF) with reduced ejection fraction (HFrEF). We sought to derive and validate a plasma proteomic risk score (PRS) for survival in patients with HFrEF (HFrEF-PRS).
Methods: Patients meeting Framingham criteria for HF with EF<50% were enrolled (N=1017) and plasma underwent SOMAscan profiling (4453 targets). Patients were randomly divided 2:1 into derivation and validation cohorts. The HFrEF-PRS was derived using Cox regression of all-cause mortality adjusted for clinical score and NT-proBNP (N-terminal pro-B-type natriuretic peptide), then was tested in the validation cohort. Risk stratification improvement was evaluated by C statistic, integrated discrimination index, continuous net reclassification index, and median improvement in risk score for 1-year and 3-year mortality.
Results: Participants' mean age was 68 years, 48% identified as Black, 35% were female, and 296 deaths occurred. In derivation (n=681), 128 proteins associated with mortality, 8 comprising the optimized HFrEF-PRS. In validation (n=336) the HFrEF-PRS associated with mortality (hazard ratio, 2.27 [95% CI, 1.84-2.82], =6.3×10), Kaplan-Meier curves differed significantly between HFrEF-PRS quartiles (=2.2×10), and it remained significant after adjustment for clinical score and NT-proBNP (hazard ratio, 1.37 [95% CI, 1.05-1.79], =0.021). The HFrEF-PRS improved metrics of risk stratification (C statistic change, 0.009, =0.612; integrated discrimination index, 0.041, =0.010; net reclassification index=0.391, =0.078; median improvement in risk score=0.039, =0.016) and associated with cardiovascular death and HF phenotypes (eg, 6-minute walk distance, EF change). Most HFrEF-PRS proteins had little known connection to HFrEF.
Conclusions: A plasma multiprotein score improved risk stratification in patients with HFrEF and identified novel candidates.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8221080 | PMC |
http://dx.doi.org/10.1161/CIRCGEN.120.003140 | DOI Listing |
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