Department of Pathology, Shanghai Tenth People's Hospital Affiliated to Tongji University, Shanghai, China.
Research Institute of Intestinal Diseases, Tongji University School of Medicine, Shanghai, China.
Gut Microbes. 2023 Dec;15(2):2263934. doi: 10.1080/19490976.2023.2263934. Epub 2023 Oct 5.
As with many diseases, tumor formation in colorectal cancer (CRC) is multifactorial and involves immune, environmental factors and various genetics that contribute to disease development. Accumulating evidence suggests that the gut microbiome is linked to the occurrence and development of CRC, and these microorganisms are important for immune maturation. However, a systematic perspective integrating microbial profiling, T cell receptor (TCR) and somatic mutations in humans with CRC is lacking. Here, we report distinct features of the expressed TCRβ repertoires in the peripheral blood of and CRC patients ( = 107) and healthy donors ( = 30). CRC patients have elevated numbers of large TCRβ clones and they have very low TCR diversity. The metagenomic sequencing data showed that the relative abundance of (), and were elevated consistently in CRC patients ( = 97) compared to HC individuals ( = 30). The abundance of and was reduced in CRC ( = 97) compared to HC ( = 30). The correlation between somatic mutations of target genes (16 genes, = 79) and TCR clonality and microbial biomarkers in CRC had been investigated. Importantly, we constructed a random forest classifier (contains 15 features) based on microbiome and TCR repertoires, which can be used as a clinical detection method to screen patients for CRC. We also analysis of -specific TCR repertoire characteristics. Collectively, our large-cohort multi-omics data aimed to identify novel biomarkers to inform clinical decision-making in the detection and diagnosis of CRC, which is of possible etiological and diagnostic significance.
与许多疾病一样,结直肠癌(CRC)的肿瘤形成是多因素的,涉及免疫、环境因素和各种遗传因素,这些因素共同导致疾病的发展。越来越多的证据表明,肠道微生物群与 CRC 的发生和发展有关,这些微生物对于免疫成熟很重要。然而,缺乏将微生物特征分析、T 细胞受体(TCR)和 CRC 患者体细胞突变整合到一起的系统观点。在这里,我们报告了外周血中表达的 TCRβ 库在 CRC 患者(n=107)和健康供体(n=30)中的独特特征。CRC 患者的大型 TCRβ 克隆数量增加,TCR 多样性非常低。宏基因组测序数据显示,与健康对照个体(n=30)相比,CRC 患者(n=97)中 、 和 的相对丰度持续升高。与健康对照个体(n=30)相比,CRC 患者(n=97)中 和 的丰度降低。已经研究了目标基因(16 个基因,n=79)体细胞突变与 TCR 克隆性和 CRC 微生物生物标志物之间的相关性。重要的是,我们基于微生物组和 TCR 库构建了一个随机森林分类器(包含 15 个特征),可用于作为临床检测方法来筛选 CRC 患者。我们还分析了 -特异性 TCR 库特征。总之,我们的大型队列多组学数据旨在确定新的生物标志物,为 CRC 的检测和诊断提供临床决策信息,这可能具有病因学和诊断意义。