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Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer

BACKGROUND: Microsatellite instability-high (MSI-H) is a form of genomic instability present in 15% of colorectal cancer (CRC) cases. Several differential gene analyses have been conducted on CRC; however, none have specifically explored the differentially expressed genes in MSI-H CRC. Research on t...

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Autores principales: Xu, Ying, Wang, Xiaofeng, Chu, Yimin, Li, Ji, Wang, Weiyi, Hu, Xiangyu, Zhou, Fengli, Zhang, Haiqin, Zhou, Lu, Kuai, Rong, Jin, Yunfei, Yang, Daming, Peng, Haixia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8908136/
https://www.ncbi.nlm.nih.gov/pubmed/35280417
http://dx.doi.org/10.21037/atm-21-6126
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author Xu, Ying
Wang, Xiaofeng
Chu, Yimin
Li, Ji
Wang, Weiyi
Hu, Xiangyu
Zhou, Fengli
Zhang, Haiqin
Zhou, Lu
Kuai, Rong
Jin, Yunfei
Yang, Daming
Peng, Haixia
author_facet Xu, Ying
Wang, Xiaofeng
Chu, Yimin
Li, Ji
Wang, Weiyi
Hu, Xiangyu
Zhou, Fengli
Zhang, Haiqin
Zhou, Lu
Kuai, Rong
Jin, Yunfei
Yang, Daming
Peng, Haixia
author_sort Xu, Ying
collection PubMed
description BACKGROUND: Microsatellite instability-high (MSI-H) is a form of genomic instability present in 15% of colorectal cancer (CRC) cases. Several differential gene analyses have been conducted on CRC; however, none have specifically explored the differentially expressed genes in MSI-H CRC. Research on the different gene expressions between MSI-H CRC and microsatellite stable (MSS) CRC, and their different patterns of metastasis will provide invaluable insights for diagnosis, prognosis, and treatment. METHODS: In this study, the differential expression of 46,602 genes were analyzed across 613 different tissue samples from The Cancer Genome Atlas (TCGA)-colon adenocarcinoma (COAD) and TCGA-rectum adenocarcinoma (READ) as part of a gene association analysis. R package TCGAbiolinks (version 2.18.0) was used to download the data set, and DESeq2 (version 1.30.1) was used for the differential gene analysis. The resulting genes were then analyzed for shared pathways with R package clusterProfiler (version 3.0.4). RESULTS: A total of 237 significantly differentially expressed genes (P(adj)<0.05) were found between MSI-H and MSS CRC. Differentially expressed genes include insulin like growth factor 2 (IGF2) and fibroblast growth factor 3 (FGF3), and the enriched pathways mostly involve hearing, digestive regulation, and neurogenesis.463 differentially expressed genes were found between metastatic and non-metastatic CRC. Notably differentially expressed genes in metastatic CRC include DEAD-box helicase 53 (DDX53) and adiponectin, C1Q and collagen domain containing (ADIPOQ), and enriched pathways include the immune system, cell adhesion, and cell signaling. For MSI-H CRC, a total of 34 genes were significantly differently expressed between metastatic and non-metastatic CRC. These include notum, palmitoleoyl-protein carboxylesterase (NOTUM), serpin family B member 2 (SERPINB2), and several keratin (KRT) genes, and the pathway analysis showed the major enrichment of the hormonal and secretion and regulation pathways. Of the differentially expressed genes in metastatic CRC, 25 were immunity related and include fatty acid binding protein 4 (FABP4), and the pathway analysis showed the enrichment of humoral immunity and lymphocyte regulation. CONCLUSIONS: Of the biologically plausible differentially expressed genes, the most notable were NOTUM, KRT6A, KRT14, SERPINB2, and serum amyloid A1 (SAA1). NOTUM, KRT6A, and KRT14 are active in the Wnt pathway. All five are also involved in various inflammation pathways.
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spelling pubmed-89081362022-03-11 Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer Xu, Ying Wang, Xiaofeng Chu, Yimin Li, Ji Wang, Weiyi Hu, Xiangyu Zhou, Fengli Zhang, Haiqin Zhou, Lu Kuai, Rong Jin, Yunfei Yang, Daming Peng, Haixia Ann Transl Med Original Article BACKGROUND: Microsatellite instability-high (MSI-H) is a form of genomic instability present in 15% of colorectal cancer (CRC) cases. Several differential gene analyses have been conducted on CRC; however, none have specifically explored the differentially expressed genes in MSI-H CRC. Research on the different gene expressions between MSI-H CRC and microsatellite stable (MSS) CRC, and their different patterns of metastasis will provide invaluable insights for diagnosis, prognosis, and treatment. METHODS: In this study, the differential expression of 46,602 genes were analyzed across 613 different tissue samples from The Cancer Genome Atlas (TCGA)-colon adenocarcinoma (COAD) and TCGA-rectum adenocarcinoma (READ) as part of a gene association analysis. R package TCGAbiolinks (version 2.18.0) was used to download the data set, and DESeq2 (version 1.30.1) was used for the differential gene analysis. The resulting genes were then analyzed for shared pathways with R package clusterProfiler (version 3.0.4). RESULTS: A total of 237 significantly differentially expressed genes (P(adj)<0.05) were found between MSI-H and MSS CRC. Differentially expressed genes include insulin like growth factor 2 (IGF2) and fibroblast growth factor 3 (FGF3), and the enriched pathways mostly involve hearing, digestive regulation, and neurogenesis.463 differentially expressed genes were found between metastatic and non-metastatic CRC. Notably differentially expressed genes in metastatic CRC include DEAD-box helicase 53 (DDX53) and adiponectin, C1Q and collagen domain containing (ADIPOQ), and enriched pathways include the immune system, cell adhesion, and cell signaling. For MSI-H CRC, a total of 34 genes were significantly differently expressed between metastatic and non-metastatic CRC. These include notum, palmitoleoyl-protein carboxylesterase (NOTUM), serpin family B member 2 (SERPINB2), and several keratin (KRT) genes, and the pathway analysis showed the major enrichment of the hormonal and secretion and regulation pathways. Of the differentially expressed genes in metastatic CRC, 25 were immunity related and include fatty acid binding protein 4 (FABP4), and the pathway analysis showed the enrichment of humoral immunity and lymphocyte regulation. CONCLUSIONS: Of the biologically plausible differentially expressed genes, the most notable were NOTUM, KRT6A, KRT14, SERPINB2, and serum amyloid A1 (SAA1). NOTUM, KRT6A, and KRT14 are active in the Wnt pathway. All five are also involved in various inflammation pathways. AME Publishing Company 2022-02 /pmc/articles/PMC8908136/ /pubmed/35280417 http://dx.doi.org/10.21037/atm-21-6126 Text en 2022 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Xu, Ying
Wang, Xiaofeng
Chu, Yimin
Li, Ji
Wang, Weiyi
Hu, Xiangyu
Zhou, Fengli
Zhang, Haiqin
Zhou, Lu
Kuai, Rong
Jin, Yunfei
Yang, Daming
Peng, Haixia
Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer
title Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer
title_full Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer
title_fullStr Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer
title_full_unstemmed Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer
title_short Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer
title_sort analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8908136/
https://www.ncbi.nlm.nih.gov/pubmed/35280417
http://dx.doi.org/10.21037/atm-21-6126
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