Causal association between sepsis and acute respiratory distress syndrome: Evidence from a 2-sample Mendelian randomization study

Acute respiratory distress syndrome (ARDS) is a life-threatening respiratory failure syndrome, and sepsis is a dysregulated host response to infection. Although sepsis is a major ARDS trigger, the causal relationship at the genetic level remains unestablished. This study assesses the causal effect of sepsis on the risk of ARDS using 2-sample Mendelian randomization (MR). We performed a 2-sample MR analysis using summary statistics from genome-wide association studies. Sepsis-associated single nucleotide polymorphisms (SNPs) were derived from the UK Biobank (11,643 cases; 474,841 controls). ARDS outcome data were obtained from the FinnGen project (165 cases; 216,363 controls). Analyses utilized the "TwoSampleMR" package in R, with primary causal estimation via the inverse-variance-weighted method, supplemented by sensitivity analyses including weighted median regression, MR Egger regression (MR-Egger), and MR pleiotropy residual sum and outlier for horizontal pleiotropy assessment. Quality control encompassed SNP harmonization for allele alignment, exclusion of ambiguous palindromic SNPs, and Bonferroni correction. Inverse-variance-weighted analysis showed no significant causal effect of genetically predicted sepsis on ARDS risk (odds ratio [OR] = 0.514, 95% confidence interval: 0.195-1.359, P = .943). Sensitivity analyses confirmed null associations (MR-Egger test: OR = 0.309, P = .276; weighted median: OR = 0.950, P = .943). No directional pleiotropy was detected (MR-Egger intercept, P = .172; MR pleiotropy residual sum and outlier global test, P = .527). The leave-one-out analysis revealed no significant SNPs. Exploratory analysis identified 5 pleiotropic loci (succinyl-CoA glutarate-CoA transferase, Ras-related protein Rab-38, glutamate ionotropic receptor kainate type subunit 4, adrenoceptor alpha-1 B, and axis inhibition protein 1). This MR study found no genetic evidence supporting a causal relationship between sepsis and ARDS. The identified pleiotropic loci warrant further investigation of shared biological pathways.

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Journal
Medicine
Published
2025-11-07
DOI
https://doi.org/10.1097/md.0000000000045574
Primary Topic
Sepsis Diagnosis and Treatment
Type
article
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article

Causal association between sepsis and acute respiratory distress syndrome: Evidence from a 2-sample Mendelian randomization study

Wenbin Tian, Shuxian Ma, Pei Zhang, Hanli Lu et al.
Medicine
Sepsis Diagnosis and Treatment
article

Causal association between sepsis and acute respiratory distress syndrome: Evidence from a 2-sample Mendelian randomization study

Wenbin Tian, Shuxian Ma, Pei Zhang, Hanli Lu, Chao Liu, Ye Tian, Xueqing Li, Ning Yu, Xiaoyu Zhou
article en

Abstract

Acute respiratory distress syndrome (ARDS) is a life-threatening respiratory failure syndrome, and sepsis is a dysregulated host response to infection. Although sepsis is a major ARDS trigger, the causal relationship at the genetic level remains unestablished. This study assesses the causal effect of sepsis on the risk of ARDS using 2-sample Mendelian randomization (MR). We performed a 2-sample MR analysis using summary statistics from genome-wide association studies. Sepsis-associated single nucleotide polymorphisms (SNPs) were derived from the UK Biobank (11,643 cases; 474,841 controls). ARDS outcome data were obtained from the FinnGen project (165 cases; 216,363 controls). Analyses utilized the "TwoSampleMR" package in R, with primary causal estimation via the inverse-variance-weighted method, supplemented by sensitivity analyses including weighted median regression, MR Egger regression (MR-Egger), and MR pleiotropy residual sum and outlier for horizontal pleiotropy assessment. Quality control encompassed SNP harmonization for allele alignment, exclusion of ambiguous palindromic SNPs, and Bonferroni correction. Inverse-variance-weighted analysis showed no significant causal effect of genetically predicted sepsis on ARDS risk (odds ratio [OR] = 0.514, 95% confidence interval: 0.195-1.359, P = .943). Sensitivity analyses confirmed null associations (MR-Egger test: OR = 0.309, P = .276; weighted median: OR = 0.950, P = .943). No directional pleiotropy was detected (MR-Egger intercept, P = .172; MR pleiotropy residual sum and outlier global test, P = .527). The leave-one-out analysis revealed no significant SNPs. Exploratory analysis identified 5 pleiotropic loci (succinyl-CoA glutarate-CoA transferase, Ras-related protein Rab-38, glutamate ionotropic receptor kainate type subunit 4, adrenoceptor alpha-1 B, and axis inhibition protein 1). This MR study found no genetic evidence supporting a causal relationship between sepsis and ARDS. The identified pleiotropic loci warrant further investigation of shared biological pathways.

MedicineVol. 104(45)
Hebei Medical University (CN), Second Hospital of Hebei Medical University (CN)
Openalex Percentile: Top 56%
Sepsis Diagnosis and Treatment
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