Causal relationships between immunophenotypes, plasma metabolites, and pancreatic cancer: a mediation Mendelian randomization study

Existing studies examining the relationships among immunological cell phenotype, plasma metabolites, and pancreatic cancer susceptibility are limited. More comprehensive research is required to elucidate the complex interactions underlying these associations. Genetic instruments for 731 immune phenotypes (N = 3,757), 1,400 circulating metabolites (N = 8,299), and pancreatic cancer (N = 1,196) were derived from a genome-wide association study (GWAS) meta-analysis. A two-step, two-sample Mendelian randomization (MR) study using the Inverse Variance Weighted method was conducted to investigate the causal influence of immune cell phenotypes on pancreatic cancer and to assess the intermediary role of circulating metabolites. Sensitivity analyses were carried out to verify the robustness, potential heterogeneity, and pleiotropy. MR analyses identified protective effects of CD64 on monocyte (OR = 0.859, 95%CI: 0.802 to 0.920, P = 1.65 × 10-5, PBonferroni = 0.012) against pancreatic cancer. Moreover, 68 metabolites were suggestively associated with pancreatic cancer. Notably, mediation MR revealed that the causal role of CD64 on monocytes in pancreatic cancer was largely mediated by 1-palmitoleoylglycerol (16:1) level (OR = 0.0089, 95%CI: 0.00121 to 0.0167, P = 0.023), accounting for 5.91% of the total effect. These findings establish a causal relationship between CD64 on monocytes and pancreatic cancer, possibly operating through circulating metabolites. The research advances knowledge of the interplay between immune responses and the risk of pancreatic cancer, providing important implications for immunologically targeted treatment approaches.

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Publication Details

Journal
Journal of Leukocyte Biology
Published
2025-08-01
DOI
https://doi.org/10.1093/jleuko/qiaf120
Primary Topic
Pancreatic and Hepatic Oncology Research
Type
article
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article

Causal relationships between immunophenotypes, plasma metabolites, and pancreatic cancer: a mediation Mendelian randomization study

Jiawei Liu, Xin Li, Xiubao Ren, Cihui Yan et al.
Journal of Leukocyte Biology
Pancreatic and Hepatic Oncology Research
article

Causal relationships between immunophenotypes, plasma metabolites, and pancreatic cancer: a mediation Mendelian randomization study

Jiawei Liu, Xin Li, Xiubao Ren, Cihui Yan, Jian Zhou, Hongyu Bie
article en

Abstract

Existing studies examining the relationships among immunological cell phenotype, plasma metabolites, and pancreatic cancer susceptibility are limited. More comprehensive research is required to elucidate the complex interactions underlying these associations. Genetic instruments for 731 immune phenotypes (N = 3,757), 1,400 circulating metabolites (N = 8,299), and pancreatic cancer (N = 1,196) were derived from a genome-wide association study (GWAS) meta-analysis. A two-step, two-sample Mendelian randomization (MR) study using the Inverse Variance Weighted method was conducted to investigate the causal influence of immune cell phenotypes on pancreatic cancer and to assess the intermediary role of circulating metabolites. Sensitivity analyses were carried out to verify the robustness, potential heterogeneity, and pleiotropy. MR analyses identified protective effects of CD64 on monocyte (OR = 0.859, 95%CI: 0.802 to 0.920, P = 1.65 × 10-5, PBonferroni = 0.012) against pancreatic cancer. Moreover, 68 metabolites were suggestively associated with pancreatic cancer. Notably, mediation MR revealed that the causal role of CD64 on monocytes in pancreatic cancer was largely mediated by 1-palmitoleoylglycerol (16:1) level (OR = 0.0089, 95%CI: 0.00121 to 0.0167, P = 0.023), accounting for 5.91% of the total effect. These findings establish a causal relationship between CD64 on monocytes and pancreatic cancer, possibly operating through circulating metabolites. The research advances knowledge of the interplay between immune responses and the risk of pancreatic cancer, providing important implications for immunologically targeted treatment approaches.

Journal of Leukocyte BiologyVol. 117(8)
Tianjin Medical University Cancer Institute and Hospital (CN)
Good health and well-being
Openalex Percentile: Top 71%
Pancreatic and Hepatic Oncology Research
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