Evidence map›Paper›PMID 41024102›Full record

ArticleCardiovascular diabetology2025

Accelerated biological aging mediates the associations of stress hyperglycemia ratio (SHR) with mortality in type 2 diabetes and obesity (diabesity).

Jinling Xu, Hui Zhou, Zhongjing Wang

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Article in Cardiovascular diabetology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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3 citing papers in PubMed.

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5 · Who and what money

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3 authors.

Jinling XuDepartment of Endocrinology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430014, Hubei, China.
Hui ZhouDepartment of Gastronintestinal Surgery, Renmin Hospital of Wuhan University, Wuhan, 430033, Hubei, China. rm004440@whu.edu.cn.
Zhongjing WangDepartment of Endocrinology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430014, Hubei, China. doctorwangzj@163.com.

Funding

National Natural Science Foundation of China 82400968Natural Science Foundation of Hubei 2024AFB358Natural Science Foundation of Wuhan 2024020801020394
6 · The paper itself

Abstract

backgroundStress hyperglycemia ratio (SHR) has emerged as an innovative biomarker for stress-induced hyperglycemia and various disease prognosis, yet its relationship with mortality in patients with type 2 diabetes and obesity (termed as diabesity) remains unclear. Accelerated biological aging increases susceptibility to chronic diseases and death. This study sought to examine the association between SHR and mortality in type 2 diabetes and obesity, and also investigate the potential mediating effects of accelerated biological aging in this relationship.

methodsWe analyzed 4253 individuals with type 2 diabetes and obesity from National Health and Nutritional Examination Survey, with mortality outcomes ascertained through linkage to the National Death Index (NDI). Two accelerated biological aging (PhenoAgeAccel and KDMAgeAccel) were calculated using chronological age and blood biomarkers. The clinical endpoints encompassed all-cause mortality, cardiovascular disease (CVD) mortality, and cancer mortality. We visualized survival differences through Kaplan-Meier methodology. We employed multivariable Cox regression, restricted cubic spline (RCS) analysis, and general linear regression models to evaluate the relationships. Mediation analysis was performed to quantify the accelerated biological aging' contribution to the SHR-mortality link. Subgroup and sensitivity assessments were applied to verify the robustness of findings.

resultsOver a median follow-up period of 110.00 months (interquartile range, 40.00-152.00 months), we recorded 1139 all-cause deaths (26.78%), including 318 CVD deaths (7.48%), and 215 cancer death (5.06%). Kaplan-Meier curves showed higher SHR levels were associated with reduced survival (P < 0.001). After full adjustment for covariates, participants in the highest SHR tertile exhibited significantly elevated hazard ratios (HRs) compared to the reference tertile, with adjusted HRs of 1.32 for all-cause mortality, 1.38 for CVD mortality, and 1.61 for cancer mortality (all P < 0.001). RCS analysis revealed U-shaped relationships for all-cause and CVD mortality, while cancer mortality showed a linear positive correlation with SHR. Both two aging metrics exhibited linear relationships with the mortalities, with SHR positively correlated with KDMAgeAccel and PhenoAgeAccel (β = 5.00 and 1.15, respectively, both P < 0.01). Mediation analysis indicated KDMAgeAccel mediated 10.31%, 12.81%, and 3.65% of SHR's effects on all-cause, CVD, and cancer mortality, respectively (all P < 0.05), while PhenoAgeAccel showed the suppression effect of SHR on all-cause and CVD mortality, as well as exacerbated SHR's effect on cancer mortality. These findings remained consistent across all subgroup and sensitivity analyses.

conclusionBoth SHR and accelerated biological aging independently predict higher all-cause, CVD, and cancer mortality in patients with type 2 diabetes and obesity. Furthermore, KDMAgeAccel could significantly mediates these associations, while PhenoAgeAccel could potentially suppress the direct effect of SHR on all-cause and CVD mortality, and exacerbate SHR's direct effect on cancer mortality. Interventions targeting both stress hyperglycemia and aging-related pathways may reduce mortality risks in patients with type 2 diabetes and obesity.

Indexed as

Aging, PrematureBlood GlucoseCardiovascular DiseasesDiabetes Mellitus, Type 2HyperglycemiaObesityStress, PhysiologicalAdultAgedAge FactorsBiomarkersCause of DeathDiabesityFemaleHumansMaleBiomarkersBlood GlucoseAccelerated biological agingMortalityObesityStress hyperglycemia ratioType 2 diabetes

Identifiers

PMID41024102
PMCPMC12481859

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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 OpenQuestion graph.