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Number and Size Distribution of Colorectal Adenomas under the Multistage Clonal Expansion Model of Cancer

Colorectal cancer (CRC) is believed to arise from mutant stem cells in colonic crypts that undergo a well-characterized progression involving benign adenoma, the precursor to invasive carcinoma. Although a number of (epi)genetic events have been identified as drivers of this process, little is known...

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Autores principales: Dewanji, Anup, Jeon, Jihyoun, Meza, Rafael, Luebeck, E. Georg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3192823/
https://www.ncbi.nlm.nih.gov/pubmed/22022253
http://dx.doi.org/10.1371/journal.pcbi.1002213
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author Dewanji, Anup
Jeon, Jihyoun
Meza, Rafael
Luebeck, E. Georg
author_facet Dewanji, Anup
Jeon, Jihyoun
Meza, Rafael
Luebeck, E. Georg
author_sort Dewanji, Anup
collection PubMed
description Colorectal cancer (CRC) is believed to arise from mutant stem cells in colonic crypts that undergo a well-characterized progression involving benign adenoma, the precursor to invasive carcinoma. Although a number of (epi)genetic events have been identified as drivers of this process, little is known about the dynamics involved in the stage-wise progression from the first appearance of an adenoma to its ultimate conversion to malignant cancer. By the time adenomas become endoscopically detectable (i.e., are in the range of 1–2 mm in diameter), adenomas are already comprised of hundreds of thousands of cells and may have been in existence for several years if not decades. Thus, a large fraction of adenomas may actually remain undetected during endoscopic screening and, at least in principle, could give rise to cancer before they are detected. It is therefore of importance to establish what fraction of adenomas is detectable, both as a function of when the colon is screened for neoplasia and as a function of the achievable detection limit. To this end, we have derived mathematical expressions for the detectable adenoma number and size distributions based on a recently developed stochastic model of CRC. Our results and illustrations using these expressions suggest (1) that screening efficacy is critically dependent on the detection threshold and implicit knowledge of the relevant stem cell fraction in adenomas, (2) that a large fraction of non-extinct adenomas remains likely undetected assuming plausible detection thresholds and cell division rates, and (3), under a realistic description of adenoma initiation, growth and progression to CRC, the empirical prevalence of adenomas is likely inflated with lesions that are not on the pathway to cancer.
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spelling pubmed-31928232011-10-21 Number and Size Distribution of Colorectal Adenomas under the Multistage Clonal Expansion Model of Cancer Dewanji, Anup Jeon, Jihyoun Meza, Rafael Luebeck, E. Georg PLoS Comput Biol Research Article Colorectal cancer (CRC) is believed to arise from mutant stem cells in colonic crypts that undergo a well-characterized progression involving benign adenoma, the precursor to invasive carcinoma. Although a number of (epi)genetic events have been identified as drivers of this process, little is known about the dynamics involved in the stage-wise progression from the first appearance of an adenoma to its ultimate conversion to malignant cancer. By the time adenomas become endoscopically detectable (i.e., are in the range of 1–2 mm in diameter), adenomas are already comprised of hundreds of thousands of cells and may have been in existence for several years if not decades. Thus, a large fraction of adenomas may actually remain undetected during endoscopic screening and, at least in principle, could give rise to cancer before they are detected. It is therefore of importance to establish what fraction of adenomas is detectable, both as a function of when the colon is screened for neoplasia and as a function of the achievable detection limit. To this end, we have derived mathematical expressions for the detectable adenoma number and size distributions based on a recently developed stochastic model of CRC. Our results and illustrations using these expressions suggest (1) that screening efficacy is critically dependent on the detection threshold and implicit knowledge of the relevant stem cell fraction in adenomas, (2) that a large fraction of non-extinct adenomas remains likely undetected assuming plausible detection thresholds and cell division rates, and (3), under a realistic description of adenoma initiation, growth and progression to CRC, the empirical prevalence of adenomas is likely inflated with lesions that are not on the pathway to cancer. Public Library of Science 2011-10-13 /pmc/articles/PMC3192823/ /pubmed/22022253 http://dx.doi.org/10.1371/journal.pcbi.1002213 Text en Dewanji et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Dewanji, Anup
Jeon, Jihyoun
Meza, Rafael
Luebeck, E. Georg
Number and Size Distribution of Colorectal Adenomas under the Multistage Clonal Expansion Model of Cancer
title Number and Size Distribution of Colorectal Adenomas under the Multistage Clonal Expansion Model of Cancer
title_full Number and Size Distribution of Colorectal Adenomas under the Multistage Clonal Expansion Model of Cancer
title_fullStr Number and Size Distribution of Colorectal Adenomas under the Multistage Clonal Expansion Model of Cancer
title_full_unstemmed Number and Size Distribution of Colorectal Adenomas under the Multistage Clonal Expansion Model of Cancer
title_short Number and Size Distribution of Colorectal Adenomas under the Multistage Clonal Expansion Model of Cancer
title_sort number and size distribution of colorectal adenomas under the multistage clonal expansion model of cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3192823/
https://www.ncbi.nlm.nih.gov/pubmed/22022253
http://dx.doi.org/10.1371/journal.pcbi.1002213
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