Type 2 & other diabetes

The prognostic significance of stress hyperglycemia ratio in evaluating all-cause and cardiovascular mortality risk among individuals across stages 0–3 of cardiovascular–kidney–metabolic syndrome: evidence from two cohort studies

Cardiovasc DiabetolPublished Cohort study

Authors' conclusion

An increased SHR value is positively associated with an elevated likelihood of all-cause mortality within individuals diagnosed with CKM syndrome across stages 0-3, yet it shows no significant association with CVD mortality. SHR is an important tool for predicting long-term adverse outcomes in this population. Cardiovascular-kidney-metabolic (CKM) syndrome emphasizes the interconnectedness of cardiovascular, kidney, and metabolic diseases. The stress hyperglycemia ratio (SHR) is a novel marker reflecting stress-induced glucose fluctuations, but its prognostic value in individuals with CKM syndrome (stages 0-3) remains uncertain. This study explores the association between SHR and all-cause and cardiovascular disease (CVD) mortality in this population. Our findings indicate that SHR is significantly associated with an increased risk of all-cause mortality (HR = 1.09, 95% CI 1.04-1.13), but not with CVD mortality (HR = 1.00, 95% CI: 0.91-1.11). Mediation analysis results suggested that the relationship between SHR and all-cause mortality risk is partially mediated by RDW, albumin, and RAR. Specifically, the mediating effects were - 17.0% (95% CI - 46.7%, - 8.7%), - 10.1% (95% CI - 23.9%, - 4.7%), and - 23.3% (95% CI - 49.0%, - 13.0%), respectively. Validation using the CHARLS database supports these findings. These results suggest that SHR could serve as a prognostic biomarker for long-term mortality risk in CKM patients, offering potential clinical utility in risk stratification and management.

Study context

Population
Individuals with CKM syndrome stages 0–3, NHANES 2007–2018; validation in CHARLS (follow-up 2011–2020)NHANES
Participants
9,647 individuals
Exposure
Per-unit stress hyperglycemia ratio (SHR)
Outcome
All-cause mortality and CVD mortality
Follow-up
Median 6.80 years
Methodological detailstwo cohorts (NHANES 2007–2018; CHARLS validation)
  • Two cohorts (NHANES 2007–2018; CHARLS validation)

Main finding

As reported in the abstract

median 6.80 years

All-cause deaths

630

Cardiovascular disease (CVD) deaths

135

SHR and all-cause mortality, fully adjusted HR

1.09 (1.04-1.13) (95% CI)

SHR and CVD mortality, fully adjusted HR

1.00 (0.91-1.11) (95% CI)

Observational data: associations, not effects.

Further findings

Mediation of SHR–all-cause mortality association

Mediated by RDW (95% CI)
- 17.0% (- 46.7%, - 8.7%)
Mediated by albumin (95% CI)
- 10.1% (- 23.9%, - 4.7%)
Mediated by RAR (95% CI)
- 23.3% (- 49.0%, - 13.0%)
  • Partial mediation

CHARLS validation: SHR and all-cause mortality · 2011 to 2020

Significant positive correlation between SHR and all-cause mortality

Original publication

The prognostic significance of stress hyperglycemia ratio in evaluating all-cause and cardiovascular mortality risk among individuals across stages 0–3 of cardiovascular–kidney–metabolic syndrome: evidence from two cohort studies. Cardiovasc Diabetol. Published 24 March 2025. doi:10.1186/s12933-025-02689-6

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