Data from Single-Cell and Spatial Transcriptome Profiling Identifies the Transcription Factor BHLHE40 as a Driver of EMT in Metastatic Colorectal Cancer

转录组 仿形(计算机编程) 结直肠癌 转录因子 基因表达谱 计算生物学 癌症研究 医学 肿瘤科 生物 基因 计算机科学 内科学 基因表达 癌症 遗传学 操作系统
作者
Sheng Yang,Dongsheng Zhang,Qingyang Sun,Hongxu Nie,Yue Zhang,Xiaowei Wang,Yuanjian Huang,Yueming Sun
标识
DOI:10.1158/0008-5472.c.7311389
摘要

<div>Abstract<p>Colorectal cancer is one of the most common malignant tumors in humans, with liver metastasis being the primary cause of mortality. The epithelial–mesenchymal transition (EMT) process endows cancer cells with enhanced metastatic potential. To elucidate the cellular mechanisms driving EMT in colorectal cancer, we analyzed single-cell RNA sequencing data from 11 nonmetastatic primary tumors (TnM) and 11 metastatic primary tumors (TM) from colorectal cancer patients. Compared with the TnM group, the TM samples showed elevated numbers of malignant epithelial cell and cancer-associated fibroblast (CAF) subsets that displayed enrichments of EMT, angiogenesis, and TGFβ signaling pathways. One specific TM-enriched subgroup of malignant epithelial cells underwent EMT to transdifferentiate into <i>CXCL1</i><sup>+</sup> CAFs that subsequently differentiated into <i>SFRP2</i><sup>+</sup> CAFs, which was validated by spatial transcriptomic and pseudotime trajectory analyses. Furthermore, cell–cell communication analysis identified BHLHE40 as a probable key transcription factor driving EMT that was associated with poor prognosis. Finally, <i>in vitro</i> and <i>in vivo</i> experiments functionally substantiated that <i>BHLHE40</i> promoted the proliferation, invasion, migration, EMT, and liver metastasis of colorectal cancer cells. In summary, this study identified BHLHE40 as a key transcription factor regulating EMT that promotes liver metastasis in colorectal cancer.</p><p><b>Significance:</b> Integrated analysis of single-cell RNA sequencing and spatial transcriptomics in metastatic colorectal cancer provides insights into the mechanisms underlying EMT and cancer-associated fibroblast differentiation, which could help improve patient diagnosis and treatment.</p></div>
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