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Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers
For patients with locally advanced rectal cancer (LARC) treated with preoperation chemoradiation (pCRT), identifying differentially expressed (DE) genes between non-responders and responders is a common approach for investigating mechanisms of chemoradiation resistance. However, some of such DE gene...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5109405/ https://www.ncbi.nlm.nih.gov/pubmed/27845363 http://dx.doi.org/10.1038/srep36935 |
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author | Guo, You Cheng, Jun Ao, Lu Li, Xiangyu Guan, Qingzhou Zhang, Juan Yan, Haidan Cai, Hao Gao, Qiao Jiang, Weizhong Guo, Zheng |
author_facet | Guo, You Cheng, Jun Ao, Lu Li, Xiangyu Guan, Qingzhou Zhang, Juan Yan, Haidan Cai, Hao Gao, Qiao Jiang, Weizhong Guo, Zheng |
author_sort | Guo, You |
collection | PubMed |
description | For patients with locally advanced rectal cancer (LARC) treated with preoperation chemoradiation (pCRT), identifying differentially expressed (DE) genes between non-responders and responders is a common approach for investigating mechanisms of chemoradiation resistance. However, some of such DE genes might be irrelevant to cancer itself but simply reflect the pharmacokinetic differences of the normal tissues. In this study, we adopted the RankComp algorithm to identify DE genes for each of LARC sample compared with its own normal state. Then, we identified genes with significantly different deregulation frequencies between the non-responders and responders, defined as cancer-related pCRT-response genes. Pathway enrichment and protein-protein interaction analyses showed that these genes specifically and intensively interacted with currently known effective genes of pCRT, involving in DNA replication, cell cycle and DNA repair. In contrast, after excluding the cancer-related pCRT-response genes, the other DE genes between non-responders and responders were enriched in many pathways of drug and protein metabolisms and transports, and interacted with both the known effective genes and pharmacokinetic genes. Hence, these two types of DE genes should be distinguished for investigating mechanisms of pCRT response in LARCs. |
format | Online Article Text |
id | pubmed-5109405 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-51094052016-11-25 Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers Guo, You Cheng, Jun Ao, Lu Li, Xiangyu Guan, Qingzhou Zhang, Juan Yan, Haidan Cai, Hao Gao, Qiao Jiang, Weizhong Guo, Zheng Sci Rep Article For patients with locally advanced rectal cancer (LARC) treated with preoperation chemoradiation (pCRT), identifying differentially expressed (DE) genes between non-responders and responders is a common approach for investigating mechanisms of chemoradiation resistance. However, some of such DE genes might be irrelevant to cancer itself but simply reflect the pharmacokinetic differences of the normal tissues. In this study, we adopted the RankComp algorithm to identify DE genes for each of LARC sample compared with its own normal state. Then, we identified genes with significantly different deregulation frequencies between the non-responders and responders, defined as cancer-related pCRT-response genes. Pathway enrichment and protein-protein interaction analyses showed that these genes specifically and intensively interacted with currently known effective genes of pCRT, involving in DNA replication, cell cycle and DNA repair. In contrast, after excluding the cancer-related pCRT-response genes, the other DE genes between non-responders and responders were enriched in many pathways of drug and protein metabolisms and transports, and interacted with both the known effective genes and pharmacokinetic genes. Hence, these two types of DE genes should be distinguished for investigating mechanisms of pCRT response in LARCs. Nature Publishing Group 2016-11-15 /pmc/articles/PMC5109405/ /pubmed/27845363 http://dx.doi.org/10.1038/srep36935 Text en Copyright © 2016, The Author(s) 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 Guo, You Cheng, Jun Ao, Lu Li, Xiangyu Guan, Qingzhou Zhang, Juan Yan, Haidan Cai, Hao Gao, Qiao Jiang, Weizhong Guo, Zheng Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers |
title | Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers |
title_full | Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers |
title_fullStr | Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers |
title_full_unstemmed | Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers |
title_short | Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers |
title_sort | discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5109405/ https://www.ncbi.nlm.nih.gov/pubmed/27845363 http://dx.doi.org/10.1038/srep36935 |
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