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Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer

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...

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Autores principales: Becker, Winston R., Nevins, Stephanie A., Chen, Derek C., Chiu, Roxanne, Horning, Aaron M., Guha, Tuhin K., Laquindanum, Rozelle, Mills, Meredith, Chaib, Hassan, Ladabaum, Uri, Longacre, Teri, Shen, Jeanne, Esplin, Edward D., Kundaje, Anshul, Ford, James M., Curtis, Christina, Snyder, Michael P., Greenleaf, William J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279149/
https://www.ncbi.nlm.nih.gov/pubmed/35726067
http://dx.doi.org/10.1038/s41588-022-01088-x
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author Becker, Winston R.
Nevins, Stephanie A.
Chen, Derek C.
Chiu, Roxanne
Horning, Aaron M.
Guha, Tuhin K.
Laquindanum, Rozelle
Mills, Meredith
Chaib, Hassan
Ladabaum, Uri
Longacre, Teri
Shen, Jeanne
Esplin, Edward D.
Kundaje, Anshul
Ford, James M.
Curtis, Christina
Snyder, Michael P.
Greenleaf, William J.
author_facet Becker, Winston R.
Nevins, Stephanie A.
Chen, Derek C.
Chiu, Roxanne
Horning, Aaron M.
Guha, Tuhin K.
Laquindanum, Rozelle
Mills, Meredith
Chaib, Hassan
Ladabaum, Uri
Longacre, Teri
Shen, Jeanne
Esplin, Edward D.
Kundaje, Anshul
Ford, James M.
Curtis, Christina
Snyder, Michael P.
Greenleaf, William J.
author_sort Becker, Winston R.
collection PubMed
description 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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spelling pubmed-92791492022-07-15 Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer Becker, Winston R. Nevins, Stephanie A. Chen, Derek C. Chiu, Roxanne Horning, Aaron M. Guha, Tuhin K. Laquindanum, Rozelle Mills, Meredith Chaib, Hassan Ladabaum, Uri Longacre, Teri Shen, Jeanne Esplin, Edward D. Kundaje, Anshul Ford, James M. Curtis, Christina Snyder, Michael P. Greenleaf, William J. Nat Genet Article 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. Nature Publishing Group US 2022-06-20 2022 /pmc/articles/PMC9279149/ /pubmed/35726067 http://dx.doi.org/10.1038/s41588-022-01088-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Becker, Winston R.
Nevins, Stephanie A.
Chen, Derek C.
Chiu, Roxanne
Horning, Aaron M.
Guha, Tuhin K.
Laquindanum, Rozelle
Mills, Meredith
Chaib, Hassan
Ladabaum, Uri
Longacre, Teri
Shen, Jeanne
Esplin, Edward D.
Kundaje, Anshul
Ford, James M.
Curtis, Christina
Snyder, Michael P.
Greenleaf, William J.
Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer
title Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer
title_full Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer
title_fullStr Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer
title_full_unstemmed Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer
title_short Single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer
title_sort single-cell analyses define a continuum of cell state and composition changes in the malignant transformation of polyps to colorectal cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279149/
https://www.ncbi.nlm.nih.gov/pubmed/35726067
http://dx.doi.org/10.1038/s41588-022-01088-x
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