Evidence map›Paper›PMID 41183351›Full record

ArticleInteractive journal of medical research2025

Association of Modifiable Lifestyle and Metabolic Factors With the Risk of Developing Sepsis: 2-Sample Mendelian Randomized Study.

Haifeng Lv, Jing Liu, Yelin Cao, Weina Fan, Guojie Shen, Feifei Wang, Qingqing Ye, Xiaoliang Wu, Kaijin Xu

Abstract read
In one paragraph

Article in Interactive journal of medical research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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.

Haifeng Lv *Department of Intensive Care Unit, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0000-0003-1527-3522
Jing Liu *Department of Hepatology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China.ORCID http://orcid.org/0009-0004-1567-5569
Yelin Cao *Department of Intensive Care Unit, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0006-2988-5297
Weina FanDepartment of Intensive Care Unit, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0000-0003-4683-6121
Guojie ShenDepartment of Intensive Care Unit, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0000-0002-6324-2838
Feifei WangDepartment of Intensive Care Unit, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0009-7736-9678
Qingqing YeDepartment of Intensive Care Unit, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0000-0002-3262-8965
Xiaoliang WuDepartment of Intensive Care Unit, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0000-0003-3844-4849
Kaijin XuState Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, China-Singapore Belt and Road Joint Laboratory on Infection Research and Drug Development, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Zhejiang Province, Hangzhou, 310003, China, 86 13750870030.ORCID http://orcid.org/0000-0001-8126-5008

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Sepsis is a life-threatening condition characterized by organ dysfunction resulting from dysregulated host response to infections. Approximately 48.9 million people worldwide are diagnosed with sepsis annually, leading to 11 million deaths and representing 19.7% of all global deaths. No specific, effective treatments for sepsis, which has a poor prognosis, are available. Objective: The study aimed to systematically explore the association between genetically predicted modifiable risk factors and sepsis. Methods: Univariable 2-sample Mendelian randomization (MR) analysis was performed to explore the association between 30 modifiable risk factors (12 lifestyle, 3 educational and psychological, and 15 metabolic factors) and sepsis. Heterogeneity was evaluated using the Cochran Q analysis. Sensitivity analyses were conducted using the MR-Egger regression intercept tests and leave-one-out analyses. Additionally, multivariable MR analyses were performed to adjust for genetic associations between the instruments and obesity. Results: Genetically predicted smoking (odds ratio [OR] 1.20, 95% CI 1.06-1.36; P=.005), a higher number of cigarettes smoked daily (OR 1.70, 95% CI 1.29-2.23; P<.001), a higher overall health rating (OR 2.19, 95% CI 1.61-2.98; P<.001), BMI (OR 1.50, 95% CI 1.38-1.63; P<.001), waist circumference (OR 1.70, 95% CI 1.53-1.89; P<.001), whole body fat mass (OR 1.50, 95% CI 1.37-1.64; P<.001), trunk fat mass (OR 1.48, 95% CI 1.36-1.62; P<.001), arm fat mass (OR 1.57, 95% CI 1.43-1.71; P<.001), and leg fat mass (OR 1.69, 95% CI 1.51-1.90; P<.001) were associated with increased sepsis risk. However, light physical activity (OR 0.26, 95% CI 0.08-0.83; P=.03), higher education attainment (OR 0.52, 95% CI 0.40-0.67; P<.001), and high-density lipoprotein cholesterol (OR 0.91, 95% CI 0.84-0.98; P=.02) exhibited protective effects against sepsis. Using a multivariate analysis of obesity traits, the waist circumference (OR 2.16, 95% CI 1.18-3.96; P=.01) was an independent risk factor of sepsis. Conclusions: Our study demonstrated that genetic predictors of lifestyle (smoking and physical activity), educational level, and metabolic factors (waist circumference and high-density lipoprotein cholesterol) exhibited a causal association with sepsis risk. Future research should further investigate the underlying mechanisms of these associations to inform more effective preventive strategies against sepsis.

Indexed as

lifestyleMendelian randomizationmetabolismmodifiable factorssepsis

Identifiers

PMID41183351
PMCPMC12582546

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Registered trials

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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.