Evidence map›Paper›PMID 42092874›Full record

ArticleBMC endocrine disorders2026

Association between endothelial activation and stress index and mortality in critically ill patients with diabetes mellitus: a retrospective cohort study.

Rong Ding, Rui Su, Yanhua Deng, Xin Niu, Jia Liu, Jiayu Wu, Liqiong Wang, Hui Zhao

Abstract read
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Article in BMC endocrine disorders, 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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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

8 authors.

Rong DingDepartment of Respiratory Intensive Care Unit, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030000, China.ORCID http://orcid.org/0009-0001-9265-8330
Rui SuDepartment of Respiratory Intensive Care Unit, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030000, China.
Yanhua DengDepartment of Respiratory Intensive Care Unit, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030000, China.
Xin NiuDepartment of Respiratory Intensive Care Unit, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030000, China.
Jia LiuDepartment of Respiratory Intensive Care Unit, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030000, China.
Jiayu WuDepartment of Respiratory Intensive Care Unit, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030000, China.
Liqiong WangDepartment of Respiratory Intensive Care Unit, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030000, China.
Hui ZhaoDepartment of Pulmonary and Critical Care Medicine, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, 030000, China. hui_zhao@sxmu.edu.cn.ORCID http://orcid.org/0000-0002-9833-8389

Funding

The Hospital Fund Project of the Second Hospital of Shanxi Medical University NO. 202404-10
6 · The paper itself

Abstract

backgroundThe Endothelial Activation and Stress Index (EASIX) serves as a biomarker of endothelial dysfunction. Although EASIX is prognostic in critical illnesses such as sepsis, its specific association with mortality in critically ill patients with diabetes mellitus (DM) is undetermined. This study was designed to evaluate this relationship.

methodsThis retrospective study utilized data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. EASIX was calculated as lactate dehydrogenase (U/L) × creatinine (mg/dL) / platelet count (10⁹/L) and analyzed as log2-transformed values and by tertiles. The primary outcome was 30-day mortality, with 365-day mortality as a secondary outcome. Cox proportional hazards regression, Kaplan-Meier analysis, restricted cubic splines, subgroup analyses, and mediation analysis with lactate as a mediator were employed to evaluate the prognostic association. Sensitivity analyses, including propensity score matching, were performed to assess the robustness of the findings.

resultsThis study included 4,175 critically ill patients with DM. After full adjustment, each log2‑unit increase in the EASIX score was associated with a significantly increased risk of both 30‑day mortality (HR 1.20, 95% CI 1.16-1.24) and 365‑day mortality (HR 1.14, 95% CI 1.11-1.17). Mortality risk demonstrated a graded increase across ascending EASIX tertiles. A linear dose‑response relationship was confirmed, and this association remained consistent across most predefined subgroups. Propensity score matching analysis further supported this association. Mediation analysis indicated that lactate levels partially mediated the observed relationship between EASIX and mortality.

conclusionsEASIX is independently associated with increased 30‑day and 365‑day mortality in critically ill patients with DM, an effect partially mediated by lactate. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Critical IllnessDiabetes MellitusEndothelium, VascularStress, PhysiologicalAgedBiomarkersFemaleFollow-Up StudiesHumansMaleMiddle AgedPrognosisRetrospective StudiesBiomarkersBiomarkerDiabetes Mellitus (DM)Endothelial Activation and Stress Index (EASIX)Intensive Care UnitMIMIC-IVMortality

Identifiers

PMID42092874
PMCPMC13312773

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.