Single-cell analyses reveal a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer
Winston R. BeckeriD, Stephanie A. Nevins, Derek C. CheniD, Roxanne ChiuiD, Aaron M. HorningiD, Rozelle LaquindanumiD, Meredith A. MillsiD, Hassan Chaı̈biD, Uri LadabaumiD, Teri A. LongacreiD, Jeanne SheniD, Edward D. EspliniD, Anshul Bharat KundajeiD, James M. FordiD, Christina N. CurtisiD, Michael P. SnyderiD, William James GreenleafiD
Abstract
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 451,886 single-cell chromatin accessibility profiles and 208,557 single-cell transcriptomes from 48 polyps, 27 normal tissues, and 6 CRCs collected from patients with and 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 normal to CRC. Advanced polyps contain increasing numbers of stem-like cells, regulatory T-cells, and a subtype of FOX-regulated 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. 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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