生物
转化(遗传学)
结直肠癌
恶性转化
癌症研究
细胞
癌症
计算生物学
遗传学
基因
作者
Winston R. Becker,Stephanie Nevins,Derek C. Chen,Roxanne Chiu,Aaron M. Horning,Tuhin K. Guha,Rozelle Laquindanum,Meredith Mills,Hassan Chaı̈b,Uri Ladabaum,Teri A. Longacre,Jeanne Shen,Edward D. Esplin,Anshul Kundaje,James M. Ford,Christina Curtis,M Snyder,William J. Greenleaf
出处
期刊:Nature Genetics
[Nature Portfolio]
日期:2022-06-20
卷期号:54 (7): 985-995
被引量:302
标识
DOI:10.1038/s41588-022-01088-x
摘要
To chart cell composition and cell state changes that occur during the transformation of healthy colon to precancerous adenomas to colorectal cancer (CRC), we generated single-cell chromatin accessibility profiles and single-cell transcriptomes from 1,000 to 10,000 cells per sample for 48 polyps, 27 normal tissues and 6 CRCs collected from patients with or without germline APC mutations. A large fraction of polyp and CRC cells exhibit a stem-like phenotype, and we define a continuum of epigenetic and transcriptional changes occurring in these stem-like cells as they progress from homeostasis to CRC. Advanced polyps contain increasing numbers of stem-like cells, regulatory T cells and a subtype of pre-cancer-associated fibroblasts. In the cancerous state, we observe T cell exhaustion, RUNX1-regulated cancer-associated fibroblasts and increasing accessibility associated with HNF4A motifs in epithelia. DNA methylation changes in sporadic CRC are strongly anti-correlated with accessibility changes along this continuum, further identifying regulatory markers for molecular staging of polyps.
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