Type 2 & other diabetes

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

Cardiovasc DiabetolPublished Prospective cohort study

Authors' conclusion

Both 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.

Study context

Population
Individuals with T2D and obesity (diabesity), NHANES
Participants
4,253 individuals
Exposure
Highest vs reference SHR tertile
Outcome
All-cause, CVD and cancer mortality
Follow-up
Median 110.00 months (IQR 40.00-152.00 months)
Methodological detailsNHANES, mortality linkage to National Death Index, mediation analysis
  • NHANES
  • Mortality linkage to National Death Index
  • Mediation analysis

Main finding

As reported in the abstract

Mortality, highest vs reference SHR tertile

AHR, all-cause mortality

1.32

all P < 0.001

Highest SHR tertile

AHR, cardiovascular disease (CVD) mortality

1.38

all P < 0.001

Highest SHR tertile

AHR, cancer mortality

1.61

all P < 0.001

Highest SHR tertile

All-cause deaths
1139 (26.78%)
CVD deaths
318 (7.48%)
Cancer deaths
215 (5.06%)

Observational data: associations, not effects.

Further findings

Survival by SHR (Kaplan-Meier)

Higher SHR associated with reduced survival
P < 0.001

Dose-response (restricted cubic spline (RCS))

U-shaped relationships for all-cause and CVD mortality; linear positive for cancer mortality

SHR and biological aging

β, SHR with KDMAgeAccel
5.00
β, SHR with PhenoAgeAccel
1.15
  • Both P < 0.01

Mediation by KDMAgeAccel

Proportion mediated, all-cause mortality
10.31%
Proportion mediated, CVD mortality
12.81%
Proportion mediated, cancer mortality
3.65%
PhenoAgeAccel suppressed SHR's effect on all-cause and CVD mortality and exacerbated its effect on cancer mortality
  • All P < 0.05
  • Consistent across subgroup and sensitivity analyses

Original publication

Accelerated biological aging mediates the associations of stress hyperglycemia ratio (SHR) with mortality in type 2 diabetes and obesity (diabesity). Cardiovasc Diabetol. Published 29 September 2025. doi:10.1186/s12933-025-02931-1

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