Tong Xiuwen, Chen Xipei, Shen Chen, Pan Jiahao, Wang Xinyu, Xu Xinyun, Liu Sheng
Department of Thyroid and Breast Surgery, Second Affiliated Hospital of Naval Medical University, Shanghai, China.
Department of General Surgery, 928th Hospital of the PLA Joint Logistics Support Force, Haikou, China.
Front Cell Infect Microbiol. 2025 Jun 9;15:1571341. doi: 10.3389/fcimb.2025.1571341. eCollection 2025.
Emerging evidences suggest that microorganisms in the tumor microenvironment play important roles in tumor occurrence and progression. However, the microbial distribution in the papillary thyroid carcinoma (PTC) tissue and its relationship with PTC are unclear.
We performed 16S rRNA amplicon sequencing and RNA-Seq to characterize the tissue microbiome and transcriptome between the tumor and paracancerous tissue, respectively. The association analysis between microbes and host gene expression were conducted to screen the potential microbe-gene/cell interactions.
We found that the tumor tissues indeed harbored complex microbial communities, which showed significant differences in microbial and functional composition between the tumor and para-cancerous tissues. A set of differential microbial genera were identified to be significantly associated with the clinical factors, such as Planococcus enriched in tumor tissue, Limnobacter in T1a stage and Cutibacterium in N1b stage. 793 differential expressed genes were also identified, which are mainly enriched with functions related to cell-cell communication and extracellular matrix. In terms of the immune cell composition, 8 differential immune cell types were further identified, suggesting a significant immune response in PTC. Finally, association analysis identified 5 pairs of microbe-gene association and 1 pair of microbe-cell with significance, which were all involved in the tumorigenesis and tumor progression via inflammation-related pathways.
In addition to characterizing the tissue microbiome and host gene expression in PTC patients, we further explored the roles of microbe-gene/cell interactions in PTC. The results provide candidate biomarkers for exploring the molecular mechanisms of tissue microbiome in tumorigenesis and tumor progression of PTC.
新出现的证据表明,肿瘤微环境中的微生物在肿瘤发生和进展中起重要作用。然而,甲状腺乳头状癌(PTC)组织中的微生物分布及其与PTC的关系尚不清楚。
我们分别进行了16S rRNA扩增子测序和RNA测序,以表征肿瘤组织和癌旁组织之间的组织微生物组和转录组。进行微生物与宿主基因表达之间的关联分析,以筛选潜在的微生物-基因/细胞相互作用。
我们发现肿瘤组织确实含有复杂的微生物群落,肿瘤组织和癌旁组织之间的微生物和功能组成存在显著差异。一组差异微生物属被确定与临床因素显著相关,例如肿瘤组织中富集的动性球菌属、T1a期的湖杆菌属和N1b期的棒状杆菌属。还鉴定出793个差异表达基因,主要富集于与细胞间通讯和细胞外基质相关的功能。在免疫细胞组成方面,进一步鉴定出8种差异免疫细胞类型,表明PTC中存在显著的免疫反应。最后,关联分析确定了5对具有显著意义的微生物-基因关联和1对微生物-细胞关联,它们均通过炎症相关途径参与肿瘤发生和肿瘤进展。
除了表征PTC患者的组织微生物组和宿主基因表达外,我们还进一步探索了微生物-基因/细胞相互作用在PTC中的作用。这些结果为探索组织微生物组在PTC肿瘤发生和肿瘤进展中的分子机制提供了候选生物标志物。