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Updated: Jun 9, 2025

A Data-Driven Approach to Quantifying Immune States in Sepsis
Published on: February 7, 2025
Causal relationship between lymphocyte subsets and the risk of sepsis: A Mendelian randomization study
Jing Chen1, Rong Hui Wang, Sheng Xie
1The First Affiliated Hospital of Guangxi University of Traditional Chinese Medicine, Nanning, China.
Abstract:
Recent empirical research posits a link between lymphocyte subgroups and both the incidence and prognosis of sepsis. Nevertheless, the potential influence of multiple confounding variables obscures any clear causative correlation. Utilizing a 2-sample Mendelian randomization approach, we conducted a meta-analysis of lymphocyte subgroups. In a genome-wide association study, flow cytometry was applied to a lymphocyte subgroup comprising 3757 Sardinians to identify genes influenced by blood immune cells. The sepsis meta-analysis data were sourced from the UK Biobank database, including 11,643 treatment groups and 47,841 control groups. Inverse variance-weighted, Mendelian randomization-Egger regression, weighted median, simple mode, and weighted mode methods were deployed to ascertain the causative relationship between lymphocyte subgroup and sepsis. Cochran Q test, the Mendelian randomization-Egger intercept test, and funnel plots were leveraged to assess the robustness of study findings. The inverse variance-weighted analysis disclosed that the absolute count of CD4 regulatory T cells (CD4 Treg AC) within the lymphocyte subgroup has a causative link to an elevated risk of sepsis, with an odds ratio of 1.08 and a 95% confidence interval of 1.02 to 1.15 (P = .011). Compared to individuals not subjected to this factor, those exposed to CD4 Treg AC have a marginally elevated sepsis risk by approximately 0.08%. No causative relationships were observed between sepsis risk and the absolute counts of other lymphocyte subgroups such as CD8+ T cells, CD4+ CD8dim T cells, natural killer T cells, B cells (B cell absolute count), and HLA DR+ natural killer cells. The 2-sample Mendelian randomization study indicated a causal relationship between the level of CD4 Treg AC and the increased risk of sepsis. The elevation in circulating lymphocyte subgroups suggests higher susceptibility to sepsis, affirming the immune susceptibility inherent to this condition. The findings from our study may propose potential targets for diagnosis and intervention of sepsis.
Insights
A study found that a higher count of CD4 regulatory T cells (CD4 Treg AC) causally increases sepsis risk. This finding may offer new targets for sepsis diagnosis and intervention strategies.
Area of Science:
- Immunology
- Genetics
- Epidemiology
Background:
- Recent research suggests a link between lymphocyte subgroups and sepsis incidence/prognosis.
- Confounding variables often obscure a clear causative relationship.
- Understanding immune cell roles in sepsis is crucial for intervention.
Purpose of the Study:
- To investigate the causal relationship between lymphocyte subgroups and sepsis risk using a Mendelian randomization approach.
- To identify specific lymphocyte subgroups that may influence sepsis susceptibility.
- To explore potential diagnostic and therapeutic targets for sepsis.
Main Methods:
- A 2-sample Mendelian randomization meta-analysis was performed.
- Genome-wide association study data from Sardinians (n=3757) for lymphocyte subgroups.
- Sepsis data from UK Biobank (11,643 cases, 47,841 controls).
- Various statistical methods including inverse variance-weighted, MR-Egger, and median-based approaches were used.
- Cochran Q test and MR-Egger intercept were used for robustness.
Main Results:
- The absolute count of CD4 regulatory T cells (CD4 Treg AC) showed a causal link to elevated sepsis risk (OR 1.08, 95% CI 1.02-1.15, P=0.011).
- Individuals with higher CD4 Treg AC had a ~0.08% marginally elevated sepsis risk.
- No causal relationships were found for other tested lymphocyte subgroups (e.g., CD8+ T cells, NK cells, B cells).
Conclusions:
- Elevated CD4 Treg AC causally increases the risk of sepsis.
- This suggests that certain circulating lymphocyte elevations may indicate higher sepsis susceptibility.
- Findings may inform potential targets for sepsis diagnosis and intervention.
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