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Stress hyperglycemic ratio shows nonlinear link to stroke in older adults with metabolic syndrome

Stress hyperglycemic ratio shows nonlinear link to stroke in older adults with metabolic syndrome
Photo by Rick Rothenberg / Unsplash
Key Takeaway
Interpret stress hyperglycemic ratio as having a nonlinear, threshold-dependent relation to stroke in older metabolic-syndrome patients.

This prospective cohort study enrolled 60,931 participants aged 60 years or older to evaluate whether the stress hyperglycemic ratio (SHR), a composite measure combining fasting blood glucose and glycated hemoglobin, is associated with stroke in older people with metabolic syndrome. Metabolic syndrome was defined as the presence of abdominal obesity, hyperlipidemia, hypertension, and hyperglycemia.

Investigators used Cox proportional hazards models to examine the SHR–stroke association after adjusting for covariates. Restricted cubic spline plots were applied to test for nonlinear relationships, recursive methods identified inflection points, and Kaplan-Meier survival curves characterized stroke risk across SHR levels over time. Subgroup analyses were also performed.

After controlling for all covariates, the authors reported no significant association between SHR and stroke or its subtypes overall. However, restricted cubic spline analysis revealed a nonlinear association specifically for stroke and ischemic stroke, with an inflection point identified at an SHR value of 0.87. The association of SHR with stroke and ischemic stroke was statistically significant both before and after this inflection point, though the abstract characterizes these as opposing directions rather than reporting the effect magnitudes. Subgroup analyses did not reveal significant differences.

Key limitations include the observational cohort design, which precludes causal inference, and the abstract's absence of reported hazard ratios, confidence intervals, p-values, absolute event counts, and follow-up duration. No safety or adverse event data are applicable, as SHR is a laboratory-derived ratio rather than an intervention.

For clinicians, the findings suggest that SHR may have a threshold-dependent rather than linear relationship with stroke risk in older adults with metabolic syndrome, offering a reference point for future investigations into glucose dysregulation and cerebrovascular outcomes, but not a basis for changing current practice.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
BackgroundThe association between disorders of glucose metabolism and cerebrovascular disease has received increasing attention, but the association between stress hyperglycemic ratios (SHR) and stroke in older people with metabolic syndrome is still unclear; therefore, we used a large-sample cohort study to explore their association.Methods60,931 participants aged ≥60 years were included in this cohort. SHR is a new composite indicator that combines fasting blood glucose and glycated hemoglobin. The definition of metabolic syndrome encompasses abdominal obesity, hyperlipidemia, hypertension, and hyperglycemia. The association between SHR and stroke in older people with metabolic syndrome was explored using Cox proportional hazards models. Restricted cubic spline plots were used to explore the presence of nonlinear associations. Inflection points were calculated with recursive methods. KM survival curves were performed to investigate the risk of stroke for different SHR levels over time.ResultsAfter controlling the confounding of all covariates, we found no significant association between SHR and stroke and its subtypes in older people with metabolic syndrome. Further RCS revealed a nonlinear association only among stroke and ischemic stroke. An inflection point of 0.87 was found, and the association of SHR with stroke and ischemic stroke before and after the inflection point was opposite and both statistically significant. Subgroup analyses did not reveal significant differences.ConclusionThis prospective cohort study revealed a nonlinear association of SHR with stroke and ischemic stroke in older people with metabolic syndrome, which provides a reference for exploring disorders of glucose metabolism and stroke risk.
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