Chen Zhiting, Wang Zhe, Ma Hao, Bao Hejing, Jiang Ting, Yang Ting, Ma Shudong
Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Department of Obstetrics and Gynecology, Shijing People's Hospital, Guangzhou, China.
Front Microbiol. 2024 May 3;15:1390722. doi: 10.3389/fmicb.2024.1390722. eCollection 2024.
The gut microbiota (GM) influences the occurrence and progression of lung cancer (LC), with potential involvement of immune cells (IC). We aimed to investigate the causal impact of GM on LC and identify potential immune cell mediators.
The utilized data for the Genome-Wide Association Studies (GWAS) were summarized as follows: gut microbiota data from the Dutch Microbiome Project (DMP) ( = 7,738), lung cancer data from the Transdisciplinary Research in Cancer of the Lung (TRICL) and International Lung Cancer Consortium (ILCCO) ( = 29,266, = 56,450) included four types of cancer: NSCLC, LUAD, LUSC, and SCLC, and immune cell data from European populations ( = 3,757). We employed bi-directional two-sample univariable Mendelian randomization (UVMR), multivariable Mendelian randomization (MVMR), and mediation analysis to assess the causal relationship between GM and LC and potential immune cell mediators.
Bi-directional UVMR analysis revealed that 24 gut microbiota species can affect LC, while LC can affect the abundance of 17 gut microbiota species. Mediation analysis demonstrated that six immune cells mediated the causal relationships of seven gut microbiota species on LC: "CCR7 on naive CD8+ T cell" mediated the causal relationship between s_Alistipes_putredinis and LUAD, with a mediation proportion of 9.5% and = 0.018; "IgD- CD27- B cell %lymphocyte" mediated the causal relationships between g_Gordonibacter and s_Gordonibacter_pamelaeae with LUSC, with mediation proportions of 11.8% and 11.9%, respectively and = 0.029; "CD20- CD38- B cell %lymphocyte" mediated the causal relationship between s_Bacteroides_clarus and SCLC, with a mediation proportion of 13.8% and = 0.005; "CD20 on IgD+ CD38- unswitched memory B cell" mediated the causal relationship between s_Streptococcus_thermophilus and SCLC, with a mediation proportion of 14.1% and = 0.023; "HLA DR on CD14- CD16+ monocyte" mediated the causal relationship between s_Bifidobacterium_bifidum and SCLC, with a mediation proportion of 8.7% and = 0.012; "CD45 on Granulocytic Myeloid-Derived Suppressor Cells" mediated the causal relationship between f_Lactobacillaceae and SCLC, with a mediation proportion of 4.0% and = 0.021.
This Mendelian randomization study identified several specific gut microbiotas that exhibit causal relationships with lung cancer and potentially mediate immune cells.
肠道微生物群(GM)影响肺癌(LC)的发生和发展,免疫细胞(IC)可能参与其中。我们旨在研究GM对LC的因果影响,并确定潜在的免疫细胞介质。
全基因组关联研究(GWAS)使用的数据总结如下:来自荷兰微生物组计划(DMP)的肠道微生物群数据(n = 7738)、来自肺癌跨学科研究(TRICL)和国际肺癌联盟(ILCCO)的肺癌数据(n = 29266,n = 56450)包括四种癌症类型:非小细胞肺癌(NSCLC)、肺腺癌(LUAD)、肺鳞癌(LUSC)和小细胞肺癌(SCLC),以及来自欧洲人群的免疫细胞数据(n = 3757)。我们采用双向双样本单变量孟德尔随机化(UVMR)、多变量孟德尔随机化(MVMR)和中介分析来评估GM与LC以及潜在免疫细胞介质之间的因果关系。
双向UVMR分析显示,24种肠道微生物物种可影响LC,而LC可影响17种肠道微生物物种的丰度。中介分析表明,六种免疫细胞介导了七种肠道微生物物种与LC之间的因果关系:“初始CD8 + T细胞上的CCR7”介导了变形杆菌属(s_Alistipes_putredinis)与LUAD之间的因果关系,中介比例为9.5%,P = 0.018;“IgD - CD27 - B细胞占淋巴细胞的百分比”介导了戈登菌属(g_Gordonibacter)和帕氏戈登菌(s_Gordonibacter_pamelaeae)与LUSC之间的因果关系,中介比例分别为11.8%和11.9%,P = 0.029;“CD20 - CD38 - B细胞占淋巴细胞的百分比”介导了明串珠菌属(s_Bacteroides_clarus)与SCLC之间的因果关系,中介比例为13.8%,P = 0.005;“IgD + CD38 - 未转换记忆B细胞上的CD20”介导了嗜热链球菌(s_Streptococcus_thermophilus)与SCLC之间的因果关系,中介比例为14.1%,P = 0.023;“CD14 - CD16 + 单核细胞上的HLA DR”介导了两歧双歧杆菌(s_Bifidobacterium_bifidum)与SCLC之间的因果关系,中介比例为8.7%,P = 0.012;“粒细胞髓源性抑制细胞上的CD45”介导了乳杆菌科(f_Lactobacillaceae)与SCLC之间的因果关系,中介比例为4.0%,P = 0.021。
这项孟德尔随机化研究确定了几种与肺癌存在因果关系并可能介导免疫细胞的特定肠道微生物群。