Evidence map›Paper›PMID 41877911›Full record

ArticleInfection and drug resistance2026

The Joint Effect of Stress Hyperglycemia Ratio and Inflammatory Burden Exacerbates Mortality Risk and Prolongs ICU Stay in Sepsis: A Combined Analysis.

Xiaoxue Qu, Yan Yang, Tuo Xu, Dezhi Liu

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Article in Infection and drug resistance, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

4 authors.

Xiaoxue QuDepartment of Critical Care Medicine, Xinxiang Central Hospital, Xinxiang, Henan, 453000, People's Republic of China.
Yan YangDepartment of Critical Care Medicine, Xinxiang Central Hospital, Xinxiang, Henan, 453000, People's Republic of China.
Tuo XuDepartment of Critical Care Medicine, Xinxiang Central Hospital, Xinxiang, Henan, 453000, People's Republic of China.
Dezhi LiuDepartment of Critical Care Medicine, Xinxiang Central Hospital, Xinxiang, Henan, 453000, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Previous studies have shown that stress-induced increases in blood sugar and inflammation are closely associated with the mortality risk in sepsis patients. The stress hyperglycemia ratio (SHR) and the aggregate index of systemic inflammation (AISI) are commonly used as key indicators to assess stress-induced blood glucose levels and inflammatory load. However, the relationship between these two factors and adverse outcomes in sepsis patients remains unclear. Methods: This study adopted a retrospective cohort study design, selecting 1509 patients with sepsis from a self-registered cohort and the MIMIC-IV database. Cox regression analyzed associations between SHR, AISI, their interaction, and mortality. Cumulative risk curves evaluated mortality across groups, and the C-index assessed predictive performance of the combined metric. We also compared hospitalization and ICU stay durations among groups. Results: The Cox regression analysis showed that both elevated SHR and AISI were strongly associated with an increased risk of death in sepsis patients, and their combination further amplified this risk. Specifically, the high SHR and high AISI groups had significantly higher mortality compared to the low SHR and low AISI groups. Additionally, the combined effect of SHR and AISI achieved a C-index of 0.7 for overall mortality, demonstrating a stronger predictive ability. The ICU stay duration was also significantly longer in the high SHR and high AISI groups. Conclusion: The combined effects of SHR and AISI are strongly correlated with increased mortality and prolonged ICU stays in sepsis patients. Early control of stress glucose levels and inflammation may not only reduce death risk but also shorten ICU stays, aiding precision medicine and potentially reducing economic burden.

Indexed as

aggregate index of systemic inflammationintensive care unitmortality risksepsisstress hyperglycemia ratio

Identifiers

PMID41877911
PMCPMC13007549

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