Junyu Xi , Zeyu Zhang , Baoluo Hou , Yuqi Wu , Yifei Zhang , Weijing Liu
{"title":"PhenoAgeAccel与糖尿病和前驱糖尿病患者的全因死亡率和心血管死亡率相关:一项队列研究","authors":"Junyu Xi , Zeyu Zhang , Baoluo Hou , Yuqi Wu , Yifei Zhang , Weijing Liu","doi":"10.1016/j.diabres.2025.112375","DOIUrl":null,"url":null,"abstract":"<div><h3>Aims</h3><div>Phenotypic Age Acceleration (PhenoAgeAccel) is a measure of biological aging, with higher scores indicating faster aging. Few studies have explored its association with mortality in patients with diabetes or prediabetes. This study aimed to investigate the predictive value of PhenoAgeAccel for all-cause and cardiovascular mortality in these patients.</div></div><div><h3>Methods</h3><div>NHANES data (1999–2018) from 15,939 participants were analyzed. Phenotypic age was calculated from biomarkers such as albumin, creatinine, and glucose, and PhenoAgeAccel was defined as the residual from regressing phenotypic age on actual age. Mortality associations were assessed via Kaplan-Meier, Cox models, restricted cubic spline (RCS), and subgroup analyses.</div></div><div><h3>Results</h3><div>Per 1-year increase in PhenoAgeAccel was associated with a 5.1 % higher risk of all-cause mortality (HR = 1.051, 95 % CI: 1.046–1.057) and a 5.4 % increased risk of cardiovascular mortality (HR = 1.054, 95 % CI: 1.044–1.065) in patients with diabetes or prediabetes. Highest-quartile (Q4) patients had 191.9 % higher all-cause mortality and 192.6 % higher cardiovascular mortality versus Q1 (both p < 0.001). RCS analysis revealed linear positive associations of PhenoAgeAccel with both all-cause and cardiovascular mortality (both P-nonlinear > 0.05).</div></div><div><h3>Conclusion</h3><div>Higher PhenoAgeAccel is associated with increased all-cause and cardiovascular mortality in patients with diabetes and prediabetes.</div></div>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":"226 ","pages":"Article 112375"},"PeriodicalIF":6.1000,"publicationDate":"2025-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"PhenoAgeAccel is associated with all-cause and cardiovascular mortality in patients with diabetes and prediabetes: A cohort study\",\"authors\":\"Junyu Xi , Zeyu Zhang , Baoluo Hou , Yuqi Wu , Yifei Zhang , Weijing Liu\",\"doi\":\"10.1016/j.diabres.2025.112375\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Aims</h3><div>Phenotypic Age Acceleration (PhenoAgeAccel) is a measure of biological aging, with higher scores indicating faster aging. Few studies have explored its association with mortality in patients with diabetes or prediabetes. This study aimed to investigate the predictive value of PhenoAgeAccel for all-cause and cardiovascular mortality in these patients.</div></div><div><h3>Methods</h3><div>NHANES data (1999–2018) from 15,939 participants were analyzed. Phenotypic age was calculated from biomarkers such as albumin, creatinine, and glucose, and PhenoAgeAccel was defined as the residual from regressing phenotypic age on actual age. Mortality associations were assessed via Kaplan-Meier, Cox models, restricted cubic spline (RCS), and subgroup analyses.</div></div><div><h3>Results</h3><div>Per 1-year increase in PhenoAgeAccel was associated with a 5.1 % higher risk of all-cause mortality (HR = 1.051, 95 % CI: 1.046–1.057) and a 5.4 % increased risk of cardiovascular mortality (HR = 1.054, 95 % CI: 1.044–1.065) in patients with diabetes or prediabetes. Highest-quartile (Q4) patients had 191.9 % higher all-cause mortality and 192.6 % higher cardiovascular mortality versus Q1 (both p < 0.001). RCS analysis revealed linear positive associations of PhenoAgeAccel with both all-cause and cardiovascular mortality (both P-nonlinear > 0.05).</div></div><div><h3>Conclusion</h3><div>Higher PhenoAgeAccel is associated with increased all-cause and cardiovascular mortality in patients with diabetes and prediabetes.</div></div>\",\"PeriodicalId\":11249,\"journal\":{\"name\":\"Diabetes research and clinical practice\",\"volume\":\"226 \",\"pages\":\"Article 112375\"},\"PeriodicalIF\":6.1000,\"publicationDate\":\"2025-07-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Diabetes research and clinical practice\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0168822725003894\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diabetes research and clinical practice","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168822725003894","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
PhenoAgeAccel is associated with all-cause and cardiovascular mortality in patients with diabetes and prediabetes: A cohort study
Aims
Phenotypic Age Acceleration (PhenoAgeAccel) is a measure of biological aging, with higher scores indicating faster aging. Few studies have explored its association with mortality in patients with diabetes or prediabetes. This study aimed to investigate the predictive value of PhenoAgeAccel for all-cause and cardiovascular mortality in these patients.
Methods
NHANES data (1999–2018) from 15,939 participants were analyzed. Phenotypic age was calculated from biomarkers such as albumin, creatinine, and glucose, and PhenoAgeAccel was defined as the residual from regressing phenotypic age on actual age. Mortality associations were assessed via Kaplan-Meier, Cox models, restricted cubic spline (RCS), and subgroup analyses.
Results
Per 1-year increase in PhenoAgeAccel was associated with a 5.1 % higher risk of all-cause mortality (HR = 1.051, 95 % CI: 1.046–1.057) and a 5.4 % increased risk of cardiovascular mortality (HR = 1.054, 95 % CI: 1.044–1.065) in patients with diabetes or prediabetes. Highest-quartile (Q4) patients had 191.9 % higher all-cause mortality and 192.6 % higher cardiovascular mortality versus Q1 (both p < 0.001). RCS analysis revealed linear positive associations of PhenoAgeAccel with both all-cause and cardiovascular mortality (both P-nonlinear > 0.05).
Conclusion
Higher PhenoAgeAccel is associated with increased all-cause and cardiovascular mortality in patients with diabetes and prediabetes.
期刊介绍:
Diabetes Research and Clinical Practice is an international journal for health-care providers and clinically oriented researchers that publishes high-quality original research articles and expert reviews in diabetes and related areas. The role of the journal is to provide a venue for dissemination of knowledge and discussion of topics related to diabetes clinical research and patient care. Topics of focus include translational science, genetics, immunology, nutrition, psychosocial research, epidemiology, prevention, socio-economic research, complications, new treatments, technologies and therapy.