Department of Hematology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Blood Adv. 2024 May 14;8(9):2268-2278. doi: 10.1182/bloodadvances.2023012246.
Causal relationships between gut microbiota, inflammatory cytokines, and diffuse large B-cell lymphoma (DLBCL) remain elusive. In addressing this gap, our Mendelian randomization (MR) study used data from the MiBioGen consortium encompassing 211 microbiota taxa (n = 18 340), genome-wide association study meta-analyses of 47 inflammatory cytokines, and DLBCL cases and controls from the FinnGen consortium (cases, n = 1010; controls, n = 287 137). Through bidirectional MR analyses, we examined the causal links between gut microbiota and DLBCL and used mediation analyses, including 2-step MR and multivariable MR (MVMR), to identify potential mediating inflammatory cytokines. Our findings revealed that 4 microbiota taxa were causally associated with DLBCL, and conversely, DLBCL influenced the abundance of 20 taxa. Specifically, in the 2-step MR analysis, both the genus Ruminococcaceae UCG-002 (odds ratio [OR], 1.427; 95% confidence interval [CI], 1.011-2.015; P = .043) and the inflammatory cytokine monokine induced by gamma (MIG) (OR, 1.244; 95% CI, 1.034-1.487; P = .020) were found to be causally associated with an increased risk of DLBCL. Additionally, a positive association was observed between genus Ruminococcaceae UCG-002 and MIG (OR, 1.275; 95% CI, 1.069-1.520; P = .007). Furthermore, MVMR analysis indicated that the association between genus Ruminococcaceae UCG-002 and DLBCL was mediated by MIG, contributing to 14.9% of the effect (P = .005). In conclusion, our MR study provides evidence that supports the causal relationship between genus Ruminococcaceae UCG-002 and DLBCL, with a potential mediating role played by the inflammatory cytokine MIG.
肠道微生物群、炎症细胞因子与弥漫性大 B 细胞淋巴瘤(DLBCL)之间的因果关系仍不清楚。为了解决这一空白,我们采用孟德尔随机化(MR)研究,使用了 MiBioGen 联盟的 211 种微生物群数据(n=18340)、47 种炎症细胞因子的全基因组关联研究荟萃分析以及 FinnGen 联盟的 DLBCL 病例和对照数据(病例,n=1010;对照,n=287137)。通过双向 MR 分析,我们研究了肠道微生物群与 DLBCL 之间的因果关系,并使用中介分析,包括 2 步 MR 和多变量 MR(MVMR),来确定潜在的中介炎症细胞因子。我们的研究结果表明,4 种微生物群与 DLBCL 有因果关系,反之,DLBCL 也会影响 20 种微生物群的丰度。具体来说,在 2 步 MR 分析中,瘤胃球菌科 UCG-002 属(比值比 [OR],1.427;95%置信区间 [CI],1.011-2.015;P=0.043)和γ诱导的单因子(MIG)(OR,1.244;95%CI,1.034-1.487;P=0.020)都与 DLBCL 的发病风险增加有因果关系。此外,瘤胃球菌科 UCG-002 属与 MIG 之间存在正相关(OR,1.275;95%CI,1.069-1.520;P=0.007)。此外,MVMR 分析表明,瘤胃球菌科 UCG-002 属与 DLBCL 之间的关联是由 MIG 介导的,这一关联占总效应的 14.9%(P=0.005)。总之,我们的 MR 研究提供了支持瘤胃球菌科 UCG-002 属与 DLBCL 之间因果关系的证据,炎症细胞因子 MIG 可能在其中发挥了中介作用。