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Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers.


ABSTRACT: 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.

SUBMITTER: Guo Y 

PROVIDER: S-EPMC5109405 | biostudies-literature | 2016 Nov

REPOSITORIES: biostudies-literature

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Discriminating cancer-related and cancer-unrelated chemoradiation-response genes for locally advanced rectal cancers.

Guo You Y   Cheng Jun J   Ao Lu L   Li Xiangyu X   Guan Qingzhou Q   Zhang Juan J   Yan Haidan H   Cai Hao H   Gao Qiao Q   Jiang Weizhong W   Guo Zheng Z  

Scientific reports 20161115


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  ...[more]

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