Academy of Zhongjing, Henan University of Chinese Medicine, Zhengzhou, Henan, 450046, China.
Laboratory of TCM Syndrome and Prescription Signaling, Academy of zhongjing, Zhengzhou, China.
BMC Cancer. 2024 Nov 16;24(1):1416. doi: 10.1186/s12885-024-13166-w.
Currently, research on the role of B cells in esophageal cancer (EC) is limited, and existing studies on their impact are controversial. Therefore, this study was conducted to elucidate the complex causal relationship between B cells and EC, expand the understanding of esophageal cancer immunology.
Bidirectional two-sample Mendelian randomization (MR) was performed to assess the causal relationships between 190 B cell phenotypes and EC. To complement the MR analysis, Bayesian Weighted Mendelian Randomization (BWMR) was employed, and sensitivity analyses were conducted to evaluate the robustness of the findings. Positive results were further validated in independent cohorts of esophageal cancer studies. In addition, RNA sequencing (RNA-seq) data from The Cancer Genome Atlas (TCGA) were utilized for validation, incorporating B cell-related gene expression analysis and functional enrichment analysis to support the MR findings.
In the primary analysis, significant causal relationships were observed between 5 B cell types and the risk of EC; the onset of EC was causally linked to 3 B cell phenotypes. Validation in other cohorts revealed that 4 outcomes aligned with the primary analysis, included were CD19 on IgD + CD38-, CD20 on IgD- CD27-, CD20 on IgD- CD38br, and CD38 on PB/PC. Further validation using RNA-seq data showed that CD38 mRNA was significantly overexpressed in EC tissues, whereas CD19 and MS4A1 mRNA levels did not differ significantly between tumor and normal tissues. Functional enrichment analysis revealed that CD19, MS4A1, and CD38 are involved in multiple tumor-related immune pathways, suggesting their pivotal role in regulating the tumor immune microenvironment.
Our study suggests a potential connection between B cell phenotypes and EC through bidirectional two-sample MR combined with BWMR analysis, providing a preliminary basis for future research.
目前,关于 B 细胞在食管癌(EC)中的作用的研究有限,且现有研究对其影响存在争议。因此,本研究旨在阐明 B 细胞与 EC 之间复杂的因果关系,扩展对食管癌免疫学的认识。
采用双向两样本 Mendelian 随机化(MR)分析评估 190 种 B 细胞表型与 EC 之间的因果关系。为了补充 MR 分析,采用贝叶斯加权 Mendelian 随机化(BWMR)分析,并进行敏感性分析以评估结果的稳健性。阳性结果在食管癌研究的独立队列中进一步验证。此外,利用癌症基因组图谱(TCGA)的 RNA 测序(RNA-seq)数据进行验证,包括 B 细胞相关基因表达分析和功能富集分析,以支持 MR 发现。
在主要分析中,观察到 5 种 B 细胞类型与 EC 风险之间存在显著的因果关系;EC 的发生与 3 种 B 细胞表型存在因果关系。在其他队列中的验证显示,4 种结果与主要分析一致,包括 IgD+CD38-CD19、IgD-CD27-CD20、IgD-CD38br-CD20 和 PB/PC-CD38。使用 RNA-seq 数据进行的进一步验证表明,EC 组织中 CD38 mRNA 显著过表达,而肿瘤和正常组织之间 CD19 和 MS4A1 mRNA 水平无显著差异。功能富集分析表明,CD19、MS4A1 和 CD38 参与多种肿瘤相关免疫途径,表明它们在调节肿瘤免疫微环境中发挥关键作用。
本研究通过双向两样本 MR 结合 BWMR 分析表明 B 细胞表型与 EC 之间存在潜在联系,为未来的研究提供了初步依据。