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Obesity-Associated Differentially Methylated Regions in Colon Cancer

Obesity with adiposity is a common disorder in modern days, influenced by environmental factors such as eating and lifestyle habits and affecting the epigenetics of adipose-based gene regulations and metabolic pathways in colorectal cancer (CRC). We compared epigenetic changes of differentially meth...

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Autores principales: Milner, John J., Chen, Zhao-Feng, Grayson, James, Shiao, Shyang-Yun Pamela Koong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9142939/
https://www.ncbi.nlm.nih.gov/pubmed/35629083
http://dx.doi.org/10.3390/jpm12050660
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author Milner, John J.
Chen, Zhao-Feng
Grayson, James
Shiao, Shyang-Yun Pamela Koong
author_facet Milner, John J.
Chen, Zhao-Feng
Grayson, James
Shiao, Shyang-Yun Pamela Koong
author_sort Milner, John J.
collection PubMed
description Obesity with adiposity is a common disorder in modern days, influenced by environmental factors such as eating and lifestyle habits and affecting the epigenetics of adipose-based gene regulations and metabolic pathways in colorectal cancer (CRC). We compared epigenetic changes of differentially methylated regions (DMR) of genes in colon tissues of 225 colon cancer cases (154 non-obese and 71 obese) and 15 healthy non-obese controls by accessing The Cancer Genome Atlas (TCGA) data. We applied machine-learning-based analytics including generalized regression (GR) as a confirmatory validation model to identify the factors that could contribute to DMRs impacting colon cancer to enhance prediction accuracy. We found that age was a significant predictor in obese cancer patients, both alone (p = 0.003) and interacting with hypomethylated DMRs of ZBTB46, a tumor suppressor gene (p = 0.008). DMRs of three additional genes: HIST1H3I (p = 0.001), an oncogene with a hypomethylated DMR in the promoter region; SRGAP2C (p = 0.006), a tumor suppressor gene with a hypermethylated DMR in the promoter region; and NFATC4 (p = 0.006), an adipocyte differentiating oncogene with a hypermethylated DMR in an intron region, are also significant predictors of cancer in obese patients, independent of age. The genes affected by these DMR could be potential novel biomarkers of colon cancer in obese patients for cancer prevention and progression.
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spelling pubmed-91429392022-05-29 Obesity-Associated Differentially Methylated Regions in Colon Cancer Milner, John J. Chen, Zhao-Feng Grayson, James Shiao, Shyang-Yun Pamela Koong J Pers Med Article Obesity with adiposity is a common disorder in modern days, influenced by environmental factors such as eating and lifestyle habits and affecting the epigenetics of adipose-based gene regulations and metabolic pathways in colorectal cancer (CRC). We compared epigenetic changes of differentially methylated regions (DMR) of genes in colon tissues of 225 colon cancer cases (154 non-obese and 71 obese) and 15 healthy non-obese controls by accessing The Cancer Genome Atlas (TCGA) data. We applied machine-learning-based analytics including generalized regression (GR) as a confirmatory validation model to identify the factors that could contribute to DMRs impacting colon cancer to enhance prediction accuracy. We found that age was a significant predictor in obese cancer patients, both alone (p = 0.003) and interacting with hypomethylated DMRs of ZBTB46, a tumor suppressor gene (p = 0.008). DMRs of three additional genes: HIST1H3I (p = 0.001), an oncogene with a hypomethylated DMR in the promoter region; SRGAP2C (p = 0.006), a tumor suppressor gene with a hypermethylated DMR in the promoter region; and NFATC4 (p = 0.006), an adipocyte differentiating oncogene with a hypermethylated DMR in an intron region, are also significant predictors of cancer in obese patients, independent of age. The genes affected by these DMR could be potential novel biomarkers of colon cancer in obese patients for cancer prevention and progression. MDPI 2022-04-20 /pmc/articles/PMC9142939/ /pubmed/35629083 http://dx.doi.org/10.3390/jpm12050660 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Milner, John J.
Chen, Zhao-Feng
Grayson, James
Shiao, Shyang-Yun Pamela Koong
Obesity-Associated Differentially Methylated Regions in Colon Cancer
title Obesity-Associated Differentially Methylated Regions in Colon Cancer
title_full Obesity-Associated Differentially Methylated Regions in Colon Cancer
title_fullStr Obesity-Associated Differentially Methylated Regions in Colon Cancer
title_full_unstemmed Obesity-Associated Differentially Methylated Regions in Colon Cancer
title_short Obesity-Associated Differentially Methylated Regions in Colon Cancer
title_sort obesity-associated differentially methylated regions in colon cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9142939/
https://www.ncbi.nlm.nih.gov/pubmed/35629083
http://dx.doi.org/10.3390/jpm12050660
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