微生物群
解剖(医学)
寄主(生物学)
肺癌
细胞
癌症
生物
计算生物学
癌症研究
医学
病理
生物信息学
遗传学
解剖
作者
Yongjing Ma,Yuanchen Sun,Lu Wang,Wanxing Xu,Xiaodan Fan,Jun Ding,Christopher Heeschen,Wenjuan Wu,Xiaoqi Zheng,Ning‐Ning Liu
标识
DOI:10.1016/j.hlife.2024.09.001
摘要
The intratumor microbiome, one of the hallmarks of cancer, plays a crucial role in cancer progression through its interaction with the host. However, the underlying mechanisms remain poorly understood. In this study, six publicly available single-cell transcriptomic lung cancer datasets (comprising 178 samples) from multiple centers (Shanghai, New York, Seoul) were integrated to investigate the heterogeneity of host–microbiome interactions at the single-cell level using single-cell analysis of host–microbiome interactions (SAHMI). The results indicate that primary tumor tissues have a high proportion of fungi-associated cells, whereas metastatic brain tissues predominantly contain bacteria-associated cells. There are also distinct microbial distributions across cell types. Notably, the presence of specific bacteria significantly influences the transcriptome of resident host cells, including T cells and macrophages, by modulating pathways related to ribosomal RNA (rRNA) processing, cellular responses to stress and stimuli, and RNA and protein metabolism. Finally, specific cell-associated bacteria are significantly correlated with clinical features, such as lung cancer stages and smoking frequency. These single-cell insights into microbiome–host interactions improve current understanding about lung cancer development and progression and offer potential micro-ecological and diagnostic insights.
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