Evidence map›Paper›PMID 41965434›Full record

ArticleScientific reports2026

Association between hospital frailty risk score and in-hospital mortality in critically ill patients with sepsis: results from MIMIC-IV database.

Yali Xu, Xiya Wang, Andong Li, Shubin Guo, Xue Mei

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Article in Scientific reports, 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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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Yali XuDepartment of Emergency Medicine Clinical Research Center, Beijing Chaoyang Hospital Affiliated to Capital Medical University, No. 8, Gongrentiyuchang South Road, Chaoyang District, Beijing, 100020, China.
Xiya WangDepartment of Emergency Medicine Clinical Research Center, Beijing Chaoyang Hospital Affiliated to Capital Medical University, No. 8, Gongrentiyuchang South Road, Chaoyang District, Beijing, 100020, China.
Andong LiDepartment of Emergency Medicine Clinical Research Center, Beijing Chaoyang Hospital Affiliated to Capital Medical University, No. 8, Gongrentiyuchang South Road, Chaoyang District, Beijing, 100020, China.
Shubin GuoDepartment of Emergency Medicine Clinical Research Center, Beijing Chaoyang Hospital Affiliated to Capital Medical University, No. 8, Gongrentiyuchang South Road, Chaoyang District, Beijing, 100020, China. guoshubin0025@163.com.
Xue MeiDepartment of Emergency Medicine Clinical Research Center, Beijing Chaoyang Hospital Affiliated to Capital Medical University, No. 8, Gongrentiyuchang South Road, Chaoyang District, Beijing, 100020, China. meixue96@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo investigate the relationship between frailty assessed by the HFRS and in-hospital mortality in ICU patients with sepsis.

methodA retrospective analysis of septic ICU patients from the MIMIC-IV database assessed frailty through the Hospital Frailty Risk Score (HFRS). Patients were categorized into non-frail (HFRS < 5, n = 4,882), pre-frail (5 ≤ HFRS < 15, n = 3,134), and frail (HFRS ≥ 15, n = 2,575) groups. The primary outcome was in-hospital mortality. Logistic regression combined with restricted cubic splines (RCS) was employed to evaluate the association between HFRS (categorical and continuous) and mortality. Inverse probability weighting (IPW) validated the results, and subgroup analyses explored frailty-mortality correlations in different patient groups.

resultsA total of 10,591 patients were included, with 4,737 (44.7%) males and median age of 68.9[57.6, 79.6] years. Altogether, 3,024 (28.6%) experienced mortality during hospitalization. Elevated frailty levels were associated with increased in-hospital mortality, consistent across both continuous and categorical HFRS analyses. A linear association between HFRS and mortality risk was indicated by results from RCS. After controlling for potential confounders, both pre-frail and frail statuses were significantly correlated with higher in-hospital mortality risk (pre-frailty, RR = 1.15, 95% CI: [1.06, 1.26], P = 0.002; frailty, RR = 1.29, 95% CI: [1.17, 1.42], P < 0.001). Furthermore, frailty was significantly positively correlated with longer hospital and ICU stays. These findings were confirmed by IPW.

conclusionElevated frailty assessed via HFRS was associated with an increased risk of in-hospital mortality and prolonged hospital and ICU stays in sepsis.

Indexed as

Critical IllnessFrailtyHospital MortalitySepsisAgedAged, 80 and overDatabases, FactualFemaleHumansIntensive Care UnitsMaleMiddle AgedRetrospective StudiesRisk AssessmentRisk Factors

Identifiers

PMID41965434
PMCPMC13230991

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