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Perturbations of Circulating miRNAs in Irritable Bowel Syndrome Detected Using a Multiplexed High-throughput Gene Expression Platform
Published on: November 30, 2016
Exploring the Causal Relationship Between Circulating miRNAs and Sepsis Through Mendelian Randomization Analysis
1Department of Intensive Care Medicine, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Abstract:
BackgroundMicroRNAs (miRNAs) play a crucial role in the pathophysiology of sepsis, with aberrant expression documented in peripheral blood samples from sepsis patients. This study aims to investigate the causal relationship between circulating miRNAs and sepsis using Mendelian Randomization (MR) approaches.MethodsWe utilized miRNA expression quantitative trait loci (eQTL) data and genome-wide association study (GWAS) data on sepsis. MR analysis was conducted using Inverse Variance Weighted (IVW) and MR-Egger regression methods to identify miRNAs significantly associated with sepsis risk. Potential targets and related pathways of these miRNAs were also analyzed.ResultsIVW and MR-Egger regression analyses revealed that three circulating miRNAs (hsa-miR-125a-5p, hsa-miR-494-3p, and hsa-miR-885-5p) exhibited significant associations with reduced sepsis risk, indicating protective effects. Conversely, hsa-miR-196b-5p, hsa-miR-27b-3p, and hsa-miR-598-3p were linked to increased sepsis risk. The association between hsa-miR-27b-3p and increased sepsis risk was further validated in an independent cohort. Target identification and enrichment analysis indicated that the targets of these miRNAs are closely related to biological processes such as bacterial infection, apoptosis, and the FoxO signaling pathway.ConclusionOur study provides novel insights into the causal relationships between circulating miRNAs and sepsis through MR analysis, offering new perspectives for early prevention and treatment strategies for sepsis. These findings provide a foundation for further investigation into the potential application of miRNAs in the diagnosis and treatment of sepsis.
Insights
This study used Mendelian Randomization to identify circulating microRNAs (miRNAs) causally linked to sepsis risk. Certain miRNAs may protect against sepsis, while others increase susceptibility, offering new diagnostic and therapeutic targets.
Area of Science:
- Genetics
- Molecular Biology
- Epidemiology
Background:
- MicroRNAs (miRNAs) are implicated in sepsis pathophysiology, with altered expression observed in patients.
- Circulating miRNAs in peripheral blood offer potential biomarkers for sepsis.
Purpose of the Study:
- To investigate the causal relationships between circulating miRNAs and sepsis risk.
- To identify specific miRNAs that may protect against or increase susceptibility to sepsis.
Main Methods:
- Employed Mendelian Randomization (MR) analysis using miRNA expression quantitative trait loci (eQTL) and sepsis genome-wide association study (GWAS) data.
- Utilized Inverse Variance Weighted (IVW) and MR-Egger regression methods to assess causal associations.
- Performed target identification and pathway enrichment analyses for significant miRNAs.
Main Results:
- Identified three miRNAs (hsa-miR-125a-5p, hsa-miR-494-3p, hsa-miR-885-5p) associated with reduced sepsis risk (protective effect).
- Identified three miRNAs (hsa-miR-196b-5p, hsa-miR-27b-3p, hsa-miR-598-3p) associated with increased sepsis risk.
- Validated the association of hsa-miR-27b-3p with increased sepsis risk in an independent cohort.
- Found miRNA targets enriched in pathways related to bacterial infection, apoptosis, and FoxO signaling.
Conclusions:
- Established causal links between specific circulating miRNAs and sepsis risk using MR.
- Highlighted potential protective and detrimental roles of circulating miRNAs in sepsis.
- Suggests circulating miRNAs as novel targets for sepsis prevention, diagnosis, and treatment strategies.
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