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Integrative Pan-Cancer Analysis Reveals Decreased Melatonergic Gene Expression in Carcinogenesis and RORA as a Prognostic Marker for Hepatocellular Carcinoma
BACKGROUND: Melatonin has been shown to play a protective role in the development and progression of cancer. However, the relationship between alterations in the melatonergic microenvironment and cancer development has remained unclear. METHODS: We performed a comprehensive investigation on 12 melat...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8029983/ https://www.ncbi.nlm.nih.gov/pubmed/33842355 http://dx.doi.org/10.3389/fonc.2021.643983 |
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author | Zou, Yi Sun, Huaqin Guo, Yating Shi, Yidan Jiang, Zhiyu Huang, Jingxuan Li, Li Jiang, Fengle Lin, Zeman Wu, Junling Zhou, Ruixiang Liu, Yuncai Ao, Lu |
author_facet | Zou, Yi Sun, Huaqin Guo, Yating Shi, Yidan Jiang, Zhiyu Huang, Jingxuan Li, Li Jiang, Fengle Lin, Zeman Wu, Junling Zhou, Ruixiang Liu, Yuncai Ao, Lu |
author_sort | Zou, Yi |
collection | PubMed |
description | BACKGROUND: Melatonin has been shown to play a protective role in the development and progression of cancer. However, the relationship between alterations in the melatonergic microenvironment and cancer development has remained unclear. METHODS: We performed a comprehensive investigation on 12 melatonergic genes and their relevance to cancer occurrence, progression and survival by integrating multi-omics data from microarray analysis and RNA sequencing across 11 cancer types. Specifically, the 12 melatonergic genes that we investigated, which reflect the melatonergic microenvironment, included three membrane receptor genes, three nuclear receptor genes, two intracellular receptor genes, one synthetic gene, and three metabolic genes. RESULTS: Widely coherent underexpression of nuclear receptor genes, intracellular receptor genes, and metabolic genes was observed in cancerous samples from multiple cancer types compared to that in normal samples. Furthermore, genomic and/or epigenetic alterations partially contributed to these abnormal expression patterns in cancerous samples. Moreover, the majority of melatonergic genes had significant prognostic effects in predicting overall survival. Nevertheless, few corresponding alterations in expression were observed during cancer progression, and alterations in expression patterns varied greatly across cancer types. However, the association of melatonergic genes with one specific cancer type, hepatocellular carcinoma, identified RORA as a tumor suppressor and a prognostic marker for patients with hepatocellular carcinoma. CONCLUSIONS: Overall, our study revealed decreased melatonergic gene expression in various cancers, which may help to better elucidate the relationship between melatonin and cancer development. Taken together, our findings highlight the potential prognostic significance of melatonergic genes in various cancers. |
format | Online Article Text |
id | pubmed-8029983 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80299832021-04-09 Integrative Pan-Cancer Analysis Reveals Decreased Melatonergic Gene Expression in Carcinogenesis and RORA as a Prognostic Marker for Hepatocellular Carcinoma Zou, Yi Sun, Huaqin Guo, Yating Shi, Yidan Jiang, Zhiyu Huang, Jingxuan Li, Li Jiang, Fengle Lin, Zeman Wu, Junling Zhou, Ruixiang Liu, Yuncai Ao, Lu Front Oncol Oncology BACKGROUND: Melatonin has been shown to play a protective role in the development and progression of cancer. However, the relationship between alterations in the melatonergic microenvironment and cancer development has remained unclear. METHODS: We performed a comprehensive investigation on 12 melatonergic genes and their relevance to cancer occurrence, progression and survival by integrating multi-omics data from microarray analysis and RNA sequencing across 11 cancer types. Specifically, the 12 melatonergic genes that we investigated, which reflect the melatonergic microenvironment, included three membrane receptor genes, three nuclear receptor genes, two intracellular receptor genes, one synthetic gene, and three metabolic genes. RESULTS: Widely coherent underexpression of nuclear receptor genes, intracellular receptor genes, and metabolic genes was observed in cancerous samples from multiple cancer types compared to that in normal samples. Furthermore, genomic and/or epigenetic alterations partially contributed to these abnormal expression patterns in cancerous samples. Moreover, the majority of melatonergic genes had significant prognostic effects in predicting overall survival. Nevertheless, few corresponding alterations in expression were observed during cancer progression, and alterations in expression patterns varied greatly across cancer types. However, the association of melatonergic genes with one specific cancer type, hepatocellular carcinoma, identified RORA as a tumor suppressor and a prognostic marker for patients with hepatocellular carcinoma. CONCLUSIONS: Overall, our study revealed decreased melatonergic gene expression in various cancers, which may help to better elucidate the relationship between melatonin and cancer development. Taken together, our findings highlight the potential prognostic significance of melatonergic genes in various cancers. Frontiers Media S.A. 2021-03-25 /pmc/articles/PMC8029983/ /pubmed/33842355 http://dx.doi.org/10.3389/fonc.2021.643983 Text en Copyright © 2021 Zou, Sun, Guo, Shi, Jiang, Huang, Li, Jiang, Lin, Wu, Zhou, Liu and Ao https://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 | Oncology Zou, Yi Sun, Huaqin Guo, Yating Shi, Yidan Jiang, Zhiyu Huang, Jingxuan Li, Li Jiang, Fengle Lin, Zeman Wu, Junling Zhou, Ruixiang Liu, Yuncai Ao, Lu Integrative Pan-Cancer Analysis Reveals Decreased Melatonergic Gene Expression in Carcinogenesis and RORA as a Prognostic Marker for Hepatocellular Carcinoma |
title | Integrative Pan-Cancer Analysis Reveals Decreased Melatonergic Gene Expression in Carcinogenesis and RORA as a Prognostic Marker for Hepatocellular Carcinoma |
title_full | Integrative Pan-Cancer Analysis Reveals Decreased Melatonergic Gene Expression in Carcinogenesis and RORA as a Prognostic Marker for Hepatocellular Carcinoma |
title_fullStr | Integrative Pan-Cancer Analysis Reveals Decreased Melatonergic Gene Expression in Carcinogenesis and RORA as a Prognostic Marker for Hepatocellular Carcinoma |
title_full_unstemmed | Integrative Pan-Cancer Analysis Reveals Decreased Melatonergic Gene Expression in Carcinogenesis and RORA as a Prognostic Marker for Hepatocellular Carcinoma |
title_short | Integrative Pan-Cancer Analysis Reveals Decreased Melatonergic Gene Expression in Carcinogenesis and RORA as a Prognostic Marker for Hepatocellular Carcinoma |
title_sort | integrative pan-cancer analysis reveals decreased melatonergic gene expression in carcinogenesis and rora as a prognostic marker for hepatocellular carcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8029983/ https://www.ncbi.nlm.nih.gov/pubmed/33842355 http://dx.doi.org/10.3389/fonc.2021.643983 |
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