Causal mediation of plasma metabolomics in pancreatitis: A Mendelian randomization study

Pancreatitis frequently leads to hospital stay for digestive system disorders and is in high demand for treatment. To identify possible treatment targets, we utilized Mendelian randomization (MR) to investigate the potential causal effects of metabolites on the outcomes of pancreatitis and examined the intermediary roles of risk factors associated with pancreatitis. We gathered GWAS data on 1091 plasma metabolites and 319 metabolite ratios, along with risk factors and phenotypes associated with pancreatitis and its subtypes. Risk factors included H, T2DM, body mass index (BMI), HLP, cholelithiasis, and Inflammatory bowel disease (IBD). Phenotypic outcomes encompassed acute pancreatitis (AP), chronic pancreatitis, alcohol-induced acute pancreatitis, and alcohol-induced chronic pancreatitis. To test the robustness of the findings, we estimated causality using inverse-variance-weighted MR complemented by sensitivity analyses. Additionally, we performed reverse MR analysis to explore potential reverse causality. This study identified 53 plasma metabolites and 22 metabolite ratios predicted by genetics that were significantly associated with pancreatitis (P < .05). Additionally, 54 metabolite ratios and 193 metabolites were associated with pancreatitis risk factors, with 86 and 27 metabolites, respectively, showing significant associations. The MR analysis confirmed that BMI, IBD, and HLP as pancreatitis risk factors (P < .05). It was also revealed that BMI and IBD mediate the relationship between certain metabolite levels and pancreatitis. The identified metabolites and their ratios have the potential to serve as circulating biomarkers with promising applications in CP screening and prevention strategies.

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Publication Details

Journal
Medicine
Published
2025-06-06
DOI
https://doi.org/10.1097/md.0000000000042557
Primary Topic
Pancreatitis Pathology and Treatment
Type
article
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article

Causal mediation of plasma metabolomics in pancreatitis: A Mendelian randomization study

Yuge Gao, Jia Mi
1 links
Medicine
Pancreatitis Pathology and Treatment
article

Causal mediation of plasma metabolomics in pancreatitis: A Mendelian randomization study

Yuge Gao, Jia Mi
article en

Abstract

Pancreatitis frequently leads to hospital stay for digestive system disorders and is in high demand for treatment. To identify possible treatment targets, we utilized Mendelian randomization (MR) to investigate the potential causal effects of metabolites on the outcomes of pancreatitis and examined the intermediary roles of risk factors associated with pancreatitis. We gathered GWAS data on 1091 plasma metabolites and 319 metabolite ratios, along with risk factors and phenotypes associated with pancreatitis and its subtypes. Risk factors included H, T2DM, body mass index (BMI), HLP, cholelithiasis, and Inflammatory bowel disease (IBD). Phenotypic outcomes encompassed acute pancreatitis (AP), chronic pancreatitis, alcohol-induced acute pancreatitis, and alcohol-induced chronic pancreatitis. To test the robustness of the findings, we estimated causality using inverse-variance-weighted MR complemented by sensitivity analyses. Additionally, we performed reverse MR analysis to explore potential reverse causality. This study identified 53 plasma metabolites and 22 metabolite ratios predicted by genetics that were significantly associated with pancreatitis (P < .05). Additionally, 54 metabolite ratios and 193 metabolites were associated with pancreatitis risk factors, with 86 and 27 metabolites, respectively, showing significant associations. The MR analysis confirmed that BMI, IBD, and HLP as pancreatitis risk factors (P < .05). It was also revealed that BMI and IBD mediate the relationship between certain metabolite levels and pancreatitis. The identified metabolites and their ratios have the potential to serve as circulating biomarkers with promising applications in CP screening and prevention strategies.

MedicineVol. 104(23)
Changchun University of Chinese Medicine (CN), The Affiliated Hospital to Changchun University of Chinese Medicine (CN)
Good health and well-being
Openalex Percentile: Top 77%
Pancreatitis Pathology and Treatment
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