Evidence mapPaperPMID 42028442Full record

ArticleAmerican heart journal plus : cardiology research and practice2026

Phenotypic age acceleration and all-cause and cardiovascular mortality among U.S. adults at risk for heart failure.

Huifang Su, Xiandong Liu

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Article in American heart journal plus : cardiology research and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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5 · Who and what money

Authors and funding

2 authors.

Huifang SuGanzhou People's Hospital, Ganzhou, China.
Xiandong LiuGanzhou People's Hospital, Ganzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To examine the associations of phenotypic age acceleration (PAA) with all-cause and cardiovascular mortality among U.S. adults at risk for heart failure. Methods: We analyzed 19,665 participants aged ≥20 years at risk for heart failure from the National Health and Nutrition Examination Survey (NHANES) 1999-2010 and 2015-2018. PAA was defined as the residual from regressing phenotypic age on chronological age. Kaplan-Meier analysis, weighted Cox regression, Fine-Gray competing-risk models, and restricted cubic spline analyses were used to evaluate these associations. Results: Compared with the lowest quartile, participants in the highest quartile of PAA had higher risks of all-cause mortality (HR, 2.63; 95% CI, 2.31-2.98) and cardiovascular mortality (HR, 2.55; 95% CI, 2.00-3.25). Restricted cubic spline analysis showed a nonlinear association between PAA and all-cause mortality (P for nonlinearity = 0.005), with a threshold at PAA = -8.26, whereas the association with cardiovascular mortality was linear (P for nonlinearity = 0.881). In competing-risk analysis, the highest PAA quartile remained significantly associated with increased cardiovascular mortality (SHR, 1.39; 95% CI, 1.15-1.68). Conclusion: Higher PAA was significantly associated with increased risks of all-cause and cardiovascular mortality among adults at risk for heart failure, suggesting that PAA may be a potential marker of mortality risk.

Indexed as

All-cause mortalityCardiovascular mortalityHeart failure riskPhenotypic age acceleration

Identifiers

PMID42028442
PMCPMC13099484

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.