Limited evidence for causal effects of circulating inflammatory cytokines on the risk of selected hematologic malignancies: a two-sample Mendelian randomization study

Abstract

Hematologic malignancies have been linked to inflammatory cytokine levels; however, whether a causal relationship exists between inflammatory cytokines and hematologic malignancies remains uncertain. This study aimed to explore the causal association between inflammatory cytokines and hematologic malignancies using Mendelian randomization (MR) analysis. Summary statistics from genome-wide association studies of 41 inflammatory cytokines, C-reactive protein, and selected hematologic malignancies were obtained from the UK Biobank, YFS, FINRISK, and FinnGen consortia. The inverse-variance weighted (IVW) method with false discovery rate (FDR) adjustment was used as the primary MR method. The weighted median, MR-Egger regression, MR-Robust Adjusted Profile Score, and MR pleiotropy residual sum, and outlier methods were used as supplied analyses. MR-Egger intercept estimates and Cochran’s Q test were used to assess pleiotropy and heterogeneity. Leave-one-out analysis and the MR Steiger test were used to assess sensitivity and the direction of causality. Although the primary IVW analysis indicated that some inflammatory cytokines were associated with risk of selected hematologic malignancies, no significant causal relationship between cytokines and selected hematologic malignancies was detected after FDR correction. Genetically predicted cytokine levels did not have a significant effect on the risk of the selected hematologic malignancies. Further research is warranted to confirm the potential association between cytokine levels and the risk of selected hematologic malignancies.