Heterogeneity of aging and mortality risk among individuals with hypertension: Insights from phenotypic age and phenotypic age acceleration
- PMID: 38460315
- DOI: 10.1016/j.jnha.2024.100203
Heterogeneity of aging and mortality risk among individuals with hypertension: Insights from phenotypic age and phenotypic age acceleration
Abstract
Objectives: Hypertension, a key contributor to mortality, is impacted by biological aging. We investigated the relationship between novel biological aging metrics - Phenotypic Age (PA) and Phenotypic Age Acceleration (PAA) - and mortality in individuals with hypertension, exploring the mediating effects of arterial stiffness (estimated Pulse Wave Velocity, ePWV), and Heart/Vascular Age (HVA).
Methods: Using data from 62,160 National Health and Nutrition Examination Survey (NHANES) participants (1999-2010), we selected 4,228 individuals with hypertension and computed PA, PAA, HVA, and ePWV. Weighted, multivariable Cox regression analysis yielded Hazard Ratios (HRs) relating PA, PAA to mortality, and mediation roles of ePWV, PAA, HVA were evaluated. Mendelian randomization (MR) analysis was employed to investigate causality between genetically inferred PAA and hypertension.
Results: Over a 12-year median follow-up, PA and PAA were tied to increased mortality risks in individuals with hypertension. All-cause mortality hazard ratios per 10-year PA and PAA increments were 1.96 (95% CI, 1.81-2.11) and 1.67 (95% CI, 1.52-1.85), respectively. Cardiovascular mortality HRs were 2.32 (95% CI, 1.97-2.73) and 1.93 (95% CI, 1.65-2.26) for PA and PAA, respectively. ePWV, PAA, and HVA mediated 42%, 30.3%, and 6.9% of PA's impact on mortality, respectively. Mendelian randomization highlighted a causal link between PAA genetics and hypertension (OR = 1.002; 95% CI, 1.000-1.003).
Conclusion: PA and PAA, enhancing cardiovascular risk scores by integrating diverse biomarkers, offer vital insights for aging and mortality evaluation in individuals with hypertension, suggesting avenues for intensified aging mitigation and cardiovascular issue prevention. Validations in varied populations and explorations of underlying mechanisms are warranted.
Keywords: Hypertension; Mendelian randomization; Phenotypic age; Phenotypic age acceleration; Risk factors.
Copyright © 2024 The Author(s). Published by Elsevier Masson SAS.. All rights reserved.
Similar articles
-
Association between depression and vascular aging: a comprehensive analysis of predictive value and mortality risks.J Affect Disord. 2024 Dec 15;367:632-639. doi: 10.1016/j.jad.2024.08.100. Epub 2024 Aug 30. J Affect Disord. 2024. PMID: 39216647
-
Association of arterial stiffness with all-cause and cause-specific mortality in the diabetic population: A national cohort study.Front Endocrinol (Lausanne). 2023 Mar 8;14:1145914. doi: 10.3389/fendo.2023.1145914. eCollection 2023. Front Endocrinol (Lausanne). 2023. PMID: 36967807 Free PMC article.
-
Association of Estimated Pulse Wave Velocity With Survival: A Secondary Analysis of SPRINT.JAMA Netw Open. 2019 Oct 2;2(10):e1912831. doi: 10.1001/jamanetworkopen.2019.12831. JAMA Netw Open. 2019. PMID: 31596491 Free PMC article.
-
Association of phenotypic age acceleration with all-cause and cause-specific mortality among U.S. cancer survivors: a retrospective cohort study.BMC Cancer. 2025 Feb 25;25(1):338. doi: 10.1186/s12885-025-13760-6. BMC Cancer. 2025. PMID: 40001013 Free PMC article.
-
Predictive value of estimated pulse wave velocity with all-cause and cause-specific mortality in the hypertensive population: the National Health and Nutrition Examination Surveys 1999-2014.J Hypertens. 2023 Aug 1;41(8):1313-1322. doi: 10.1097/HJH.0000000000003469. Epub 2023 May 23. J Hypertens. 2023. PMID: 37260278
Cited by
-
Association of longitudinal body mass index trajectories with phenotypic age acceleration: a cross-sectional study based on growth mixture modeling.Geroscience. 2025 May 1. doi: 10.1007/s11357-025-01681-y. Online ahead of print. Geroscience. 2025. PMID: 40307654
-
Construction and validation of a DNN-based biological age and its influencing factors in the China Kadoorie Biobank.Geroscience. 2025 Jun;47(3):4241-4252. doi: 10.1007/s11357-025-01577-x. Epub 2025 Mar 7. Geroscience. 2025. PMID: 40050560 Free PMC article.
-
Association between phenotypic age and mortality risk in individuals with obesity: a retrospective cohort study.Front Public Health. 2024 Dec 9;12:1505066. doi: 10.3389/fpubh.2024.1505066. eCollection 2024. Front Public Health. 2024. PMID: 39717032 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical