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Lower admission HRR ratio associated with higher stroke-associated pneumonia risk in ischemic strokeCould a simple blood test ratio help predict pneumonia risk after a stroke?

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Key Takeaway
Note: Lower admission HRR associated with higher SAP risk in non-diabetic stroke patients in observational data.

A retrospective cohort study examined the association between admission hemoglobin-to-red blood cell distribution width ratio (HRR) and stroke-associated pneumonia (SAP) risk in 1051 patients with acute ischemic stroke admitted within 72 hours of symptom onset. The exposure was admission HRR, with no specific comparator reported. The primary outcome was SAP risk.

In the fully adjusted model, HRR showed a linear negative association with SAP risk (adjusted OR=0.75, 95% CI: 0.64-0.87, p<0.001). Stratified analysis revealed a significant interaction with diabetes status (p for interaction=0.01). The inverse association was present in non-diabetic patients (OR=0.69, 95% CI: 0.59-0.81, p<0.001) but not in diabetic patients (OR=0.97, 95% CI: 0.77-1.21, p=0.76). Absolute numbers for SAP incidence were not reported.

Safety and tolerability data were not reported. Key limitations include the observational, retrospective design which cannot establish causality, and generalizability may be limited beyond the studied cohort. The setting and follow-up duration were also not reported.

For practice, this study suggests SAP risk stratification strategies may need to account for diabetes status. However, these findings represent association, not causation, and require prospective validation before influencing clinical decision-making.

When someone has a stroke, their risk of developing pneumonia in the hospital is a serious complication that can slow recovery. A new study looked at whether a simple ratio from a standard blood test—comparing hemoglobin (which carries oxygen) to red blood cell distribution width (a measure of red blood cell size variation)—could signal that risk. The research, which included 1,051 people hospitalized for stroke, found that a lower score on this ratio was associated with a higher chance of getting pneumonia. However, this connection only held true for patients who did not have diabetes; for those with diabetes, the ratio did not show a significant link to pneumonia risk. It's important to remember this study only shows an association—it doesn't prove the blood ratio causes the pneumonia risk. The findings are from looking back at medical records, not from a controlled experiment, so more research is needed to understand if this test could be useful for doctors in planning care.

What this means for you:
A blood test ratio may hint at pneumonia risk after stroke, but diabetes changes the picture.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedMar 2026
View Original Abstract ↓
ObjectiveThis study aimed to assess the relationship between admission hemoglobin-to-red blood cell distribution width ratio (HRR) and stroke-associated pneumonia (SAP) risk in patients with acute ischemic stroke (AIS), and to explore whether this association is modified by diabetes status.MethodsIn this retrospective study of 1051 patients with AIS admitted within 72 hours of symptom onset, we first visualized the shape of the association between admission HRR and SAP risk using a generalized additive model (GAM). Subsequently, multivariable logistic regression was used to assess this association, adjusting for available confounders, yielding adjusted odds ratios (ORs) and 95% confidence intervals (CIs). The stability of this association was rigorously tested through extensive subgroup and sensitivity analyses.ResultsA linear negative association was observed between HRR and SAP risk. In the fully adjusted model, HRR was inversely associated with SAP risk (adjusted OR = 0.75; 95% CI: 0.64, 0.87; p < 0.001). A significant interaction was detected between HRR and diabetes status (p for interaction = 0.01). Stratified analysis showed that the inverse association was present in non-diabetic patients (OR = 0.69; 95% CI: 0.59, 0.81; p < 0.001) but not in diabetic patients (OR = 0.97; 95% CI: 0.77, 1.21; p = 0.76).ConclusionAdmission HRR is inversely associated with SAP risk in AIS patients. This association is modified by diabetes status (p for interaction = 0.01), with the inverse association attenuated in diabetic patients. SAP risk stratification strategies may need to account for diabetes status.
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