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Prioritizing Gene Cascading Paths to Model Colorectal Cancer Through Engineered Organoids

Engineered organoids by sequential introduction of key mutations could help modeling the dynamic cancer progression. However, it remains difficult to determine gene paths which were sufficient to capture cancer behaviors and to broadly explain cancer mechanisms. Here, as a case study of colorectal c...

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Autores principales: Ping, Yanyan, Xu, Chaohan, Xu, Liwen, Liao, Gaoming, Zhou, Yao, Deng, Chunyu, Lan, Yujia, Yu, Fulong, Shi, Jian, Wang, Li, Xiao, Yun, Li, Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7010597/
https://www.ncbi.nlm.nih.gov/pubmed/32117908
http://dx.doi.org/10.3389/fbioe.2020.00012
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author Ping, Yanyan
Xu, Chaohan
Xu, Liwen
Liao, Gaoming
Zhou, Yao
Deng, Chunyu
Lan, Yujia
Yu, Fulong
Shi, Jian
Wang, Li
Xiao, Yun
Li, Xia
author_facet Ping, Yanyan
Xu, Chaohan
Xu, Liwen
Liao, Gaoming
Zhou, Yao
Deng, Chunyu
Lan, Yujia
Yu, Fulong
Shi, Jian
Wang, Li
Xiao, Yun
Li, Xia
author_sort Ping, Yanyan
collection PubMed
description Engineered organoids by sequential introduction of key mutations could help modeling the dynamic cancer progression. However, it remains difficult to determine gene paths which were sufficient to capture cancer behaviors and to broadly explain cancer mechanisms. Here, as a case study of colorectal cancer (CRC), functional and dynamic characterizations of five types of engineered organoids with different mutation combinations of five driver genes (APC, SMAD4, KRAS, TP53, and PIK3CA) showed that sequential introductions of all five driver mutations could induce enhanced activation of more hallmark signatures, tending to cancer. Comparative analysis of engineered organoids and corresponding CRC tissues revealed sequential introduction of key mutations could continually shorten the biological distance from engineered organoids to CRC tissues. Nevertheless, there still existed substantial biological gaps between the engineered organoid even with five key mutations and CRC samples. Thus, we proposed an integrative strategy to prioritize gene cascading paths for shrinking biological gaps between engineered organoids and CRC tissues. Our results not only recapitulated the well-known adenoma–carcinoma sequence model (e.g., AKST-organoid with driver mutations in APC, KRAS, SMAD4, and TP53), but also provided potential paths for delineating alternative pathogenesis underlying CRC populations (e.g., A-organoid with APC mutation). Our strategy also can be applied to both organoids with more mutations and other cancers, which can improve and innovate mechanism across cancer patients for drug design and cancer therapy.
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spelling pubmed-70105972020-02-28 Prioritizing Gene Cascading Paths to Model Colorectal Cancer Through Engineered Organoids Ping, Yanyan Xu, Chaohan Xu, Liwen Liao, Gaoming Zhou, Yao Deng, Chunyu Lan, Yujia Yu, Fulong Shi, Jian Wang, Li Xiao, Yun Li, Xia Front Bioeng Biotechnol Bioengineering and Biotechnology Engineered organoids by sequential introduction of key mutations could help modeling the dynamic cancer progression. However, it remains difficult to determine gene paths which were sufficient to capture cancer behaviors and to broadly explain cancer mechanisms. Here, as a case study of colorectal cancer (CRC), functional and dynamic characterizations of five types of engineered organoids with different mutation combinations of five driver genes (APC, SMAD4, KRAS, TP53, and PIK3CA) showed that sequential introductions of all five driver mutations could induce enhanced activation of more hallmark signatures, tending to cancer. Comparative analysis of engineered organoids and corresponding CRC tissues revealed sequential introduction of key mutations could continually shorten the biological distance from engineered organoids to CRC tissues. Nevertheless, there still existed substantial biological gaps between the engineered organoid even with five key mutations and CRC samples. Thus, we proposed an integrative strategy to prioritize gene cascading paths for shrinking biological gaps between engineered organoids and CRC tissues. Our results not only recapitulated the well-known adenoma–carcinoma sequence model (e.g., AKST-organoid with driver mutations in APC, KRAS, SMAD4, and TP53), but also provided potential paths for delineating alternative pathogenesis underlying CRC populations (e.g., A-organoid with APC mutation). Our strategy also can be applied to both organoids with more mutations and other cancers, which can improve and innovate mechanism across cancer patients for drug design and cancer therapy. Frontiers Media S.A. 2020-02-04 /pmc/articles/PMC7010597/ /pubmed/32117908 http://dx.doi.org/10.3389/fbioe.2020.00012 Text en Copyright © 2020 Ping, Xu, Xu, Liao, Zhou, Deng, Lan, Yu, Shi, Wang, Xiao and Li. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Bioengineering and Biotechnology
Ping, Yanyan
Xu, Chaohan
Xu, Liwen
Liao, Gaoming
Zhou, Yao
Deng, Chunyu
Lan, Yujia
Yu, Fulong
Shi, Jian
Wang, Li
Xiao, Yun
Li, Xia
Prioritizing Gene Cascading Paths to Model Colorectal Cancer Through Engineered Organoids
title Prioritizing Gene Cascading Paths to Model Colorectal Cancer Through Engineered Organoids
title_full Prioritizing Gene Cascading Paths to Model Colorectal Cancer Through Engineered Organoids
title_fullStr Prioritizing Gene Cascading Paths to Model Colorectal Cancer Through Engineered Organoids
title_full_unstemmed Prioritizing Gene Cascading Paths to Model Colorectal Cancer Through Engineered Organoids
title_short Prioritizing Gene Cascading Paths to Model Colorectal Cancer Through Engineered Organoids
title_sort prioritizing gene cascading paths to model colorectal cancer through engineered organoids
topic Bioengineering and Biotechnology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7010597/
https://www.ncbi.nlm.nih.gov/pubmed/32117908
http://dx.doi.org/10.3389/fbioe.2020.00012
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