Evidence map›Paper›PMID 40247198›Full record

ArticleBMC infectious diseases2025

Pronounced effects of the sepsis-obesity paradox in elderly and male individuals without septic shock and the role of immune-inflammatory status: an analysis of MIMIC-IV data.

Zhe Xu, Zhuojie Li, Ruguo Zhang, Guoxuan Peng, Jingzhong Ge, Shanpeng Luo, Chen Liu, Ling Zeng, Jin Deng

Abstract read
In one paragraph

Article in BMC infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

Who cites it

3 citing papers in PubMed.

  1. Metabolic Syndrome Is Associated With Increased Risk ofOpen forum infectious diseases · 2026
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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Zhe Xu *Department of Emergency, The Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, China.
Zhuojie Li *Department of Emergency, The Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, China.
Ruguo Zhang *Department of Orthopedics, Guihang Guiyang Hospital, Guiyang, 550025, China.
Guoxuan PengDepartment of Emergency, The Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, China.
Jingzhong GeDepartment of Orthopedics, Guihang Guiyang Hospital, Guiyang, 550025, China.
Shanpeng LuoDepartment of Orthopedics, The Fifth Hospital of Guiyang City, Guiyang, 550004, China.
Chen LiuDepartment of Orthopedics, Guihang Guiyang Hospital, Guiyang, 550025, China.
Ling ZengDepartment of Trauma Medical Center, Daping Hospital, State Key Laboratory of Trauma, Burns and Combined Injury, Army Medical University, Chongqing, 400042, China. zengling_1025@tmmu.edu.cn.
Jin DengDepartment of Emergency, The Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, China. dengjin1960@sina.com.

Funding

The Chongqing Outstanding Youth Fund CSTB2022NSCQ-JQX0017The General Medical Research Fund Program TYYLKYJJ-2023-029The General Medical Research Fund Program TYYLKYJJ-2023-036The National Natural Science Foundation of China 82222038The National Natural Science Foundation of China 82260372The Science and Technology Program of Guizhou Province gzwkj2023-382
6 · The paper itself

Abstract

backgroundObesity has been shown to reduce short-term mortality in sepsis patients, but the main subgroups and its role in immune-related inflammatory status require further research. The aim of this study was to identify the primary beneficiaries of the sepsis-obesity paradox and to investigate the involvement of immune-inflammatory status.

methodsIn this study, we analyzed data from 6602 sepsis patients from the MIMIC-IV database. Body mass index (BMI) was divided into quartiles, and mortality rates were assessed for each interval. Logistic trend tests and subgroup and restricted cubic spline (RCS) analyses were performed. Blood biochemical indicators were compared across different BMI ranges and between survivors and non-survivors. The receiver operating characteristic (ROC) curve for 28-day mortality was also evaluated.

resultsThe 28-day mortality of sepsis patients followed a U-shaped pattern with increasing BMI. Trend analysis confirmed that BMI was a significant risk factor for 28-day mortality (p < 0.05). Subgroup analysis revealed an interactive effect of BMI on 28-day mortality in elderly (≥ 65 years old), male, and non-septic shock individuals (p < 0.05). A higher BMI was associated with an increased lymphocyte proportion and decreased neutrophil proportion, neutrophil-to-lymphocyte ratio (NLR), and systemic immune-inflammation index (SII) (p < 0.05). Compared with survivors, non-survivors had lower lymphocyte proportions and higher neutrophil proportions, NLRs, and SIIs. ROC analysis revealed that the lymphocyte and neutrophil proportions, NLR, and SII had predictive value for 28-day mortality. Subgroup and RCS analyses revealed that increased BMI was associated with reduced 28-day mortality in sepsis patients, mainly in elderly, male, and septic shock individuals, with protective BMIs ranging from 27.8 ~ 41.7 kg/cm

conclusionsThe sepsis-obesity paradox significantly affects elderly (≥ 65 years old), male, and non-septic shock individuals, displaying a U-shaped pattern for 28-day mortality. BMI may mediate this phenomenon by influencing the body's immune-inflammatory status.

Indexed as

InflammationObesitySepsisAgedAged, 80 and overBody Mass IndexFemaleHumansMaleMiddle AgedObesity ParadoxRisk FactorsROC CurveShock, SepticBMIMortalityNLRObesitySepsisSII

Identifiers

PMID40247198
PMCPMC12004873

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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.