Cargando…

Network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets

The connection between inflammation and tumourigenesis has been well established. However, the detailed molecular mechanism underlying inflammation-associated tumourigenesis remains unknown because this process involves a complex interplay between immune microenvironments and epithelial cells. To ob...

Descripción completa

Detalles Bibliográficos
Autores principales: Lu, Junyan, Zeng, Hanlin, Liang, Zhongjie, Chen, Limin, Zhang, Liyi, Zhang, Hao, Liu, Hong, Jiang, Hualiang, Shen, Bairong, Huang, Ming, Geng, Meiyu, Spiegel, Sarah, Luo, Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4597205/
https://www.ncbi.nlm.nih.gov/pubmed/26446703
http://dx.doi.org/10.1038/srep14739
_version_ 1782393884096069632
author Lu, Junyan
Zeng, Hanlin
Liang, Zhongjie
Chen, Limin
Zhang, Liyi
Zhang, Hao
Liu, Hong
Jiang, Hualiang
Shen, Bairong
Huang, Ming
Geng, Meiyu
Spiegel, Sarah
Luo, Cheng
author_facet Lu, Junyan
Zeng, Hanlin
Liang, Zhongjie
Chen, Limin
Zhang, Liyi
Zhang, Hao
Liu, Hong
Jiang, Hualiang
Shen, Bairong
Huang, Ming
Geng, Meiyu
Spiegel, Sarah
Luo, Cheng
author_sort Lu, Junyan
collection PubMed
description The connection between inflammation and tumourigenesis has been well established. However, the detailed molecular mechanism underlying inflammation-associated tumourigenesis remains unknown because this process involves a complex interplay between immune microenvironments and epithelial cells. To obtain a more systematic understanding of inflammation-associated tumourigenesis as well as to identify novel therapeutic approaches, we constructed a knowledge-based network describing the development of colitis-associated colon cancer (CAC) by integrating the extracellular microenvironment and intracellular signalling pathways. Dynamic simulations of the CAC network revealed a core network module, including P53, MDM2, and AKT, that may govern the malignant transformation of colon epithelial cells in a pro-tumor inflammatory microenvironment. Furthermore, in silico mutation studies and experimental validations led to a novel finding that concurrently targeting ceramide and PI3K/AKT pathway by chemical probes or marketed drugs achieves synergistic anti-cancer effects. Overall, our network model can guide further mechanistic studies on CAC and provide new insights into the design of combinatorial cancer therapies in a rational manner.
format Online
Article
Text
id pubmed-4597205
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-45972052015-10-13 Network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets Lu, Junyan Zeng, Hanlin Liang, Zhongjie Chen, Limin Zhang, Liyi Zhang, Hao Liu, Hong Jiang, Hualiang Shen, Bairong Huang, Ming Geng, Meiyu Spiegel, Sarah Luo, Cheng Sci Rep Article The connection between inflammation and tumourigenesis has been well established. However, the detailed molecular mechanism underlying inflammation-associated tumourigenesis remains unknown because this process involves a complex interplay between immune microenvironments and epithelial cells. To obtain a more systematic understanding of inflammation-associated tumourigenesis as well as to identify novel therapeutic approaches, we constructed a knowledge-based network describing the development of colitis-associated colon cancer (CAC) by integrating the extracellular microenvironment and intracellular signalling pathways. Dynamic simulations of the CAC network revealed a core network module, including P53, MDM2, and AKT, that may govern the malignant transformation of colon epithelial cells in a pro-tumor inflammatory microenvironment. Furthermore, in silico mutation studies and experimental validations led to a novel finding that concurrently targeting ceramide and PI3K/AKT pathway by chemical probes or marketed drugs achieves synergistic anti-cancer effects. Overall, our network model can guide further mechanistic studies on CAC and provide new insights into the design of combinatorial cancer therapies in a rational manner. Nature Publishing Group 2015-10-08 /pmc/articles/PMC4597205/ /pubmed/26446703 http://dx.doi.org/10.1038/srep14739 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Lu, Junyan
Zeng, Hanlin
Liang, Zhongjie
Chen, Limin
Zhang, Liyi
Zhang, Hao
Liu, Hong
Jiang, Hualiang
Shen, Bairong
Huang, Ming
Geng, Meiyu
Spiegel, Sarah
Luo, Cheng
Network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets
title Network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets
title_full Network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets
title_fullStr Network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets
title_full_unstemmed Network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets
title_short Network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets
title_sort network modelling reveals the mechanism underlying colitis-associated colon cancer and identifies novel combinatorial anti-cancer targets
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4597205/
https://www.ncbi.nlm.nih.gov/pubmed/26446703
http://dx.doi.org/10.1038/srep14739
work_keys_str_mv AT lujunyan networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT zenghanlin networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT liangzhongjie networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT chenlimin networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT zhangliyi networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT zhanghao networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT liuhong networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT jianghualiang networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT shenbairong networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT huangming networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT gengmeiyu networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT spiegelsarah networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets
AT luocheng networkmodellingrevealsthemechanismunderlyingcolitisassociatedcoloncancerandidentifiesnovelcombinatorialanticancertargets