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The CIMP-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma
BACKGROUND: CpG island methylator phenotype (CIMP) is found in 15–20% of malignant colorectal tumors and is characterized by strong CpG hypermethylation over the genome. The molecular mechanisms of this phenomenon are not still fully understood. The development of CIMP is followed by global gene exp...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454590/ https://www.ncbi.nlm.nih.gov/pubmed/30967137 http://dx.doi.org/10.1186/s12881-019-0771-5 |
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author | Fedorova, Maria S. Krasnov, George S. Lukyanova, Elena N. Zaretsky, Andrew R. Dmitriev, Alexey A. Melnikova, Nataliya V. Moskalev, Alexey A. Kharitonov, Sergey L. Pudova, Elena A. Guvatova, Zulfiya G. Kobelyatskaya, Anastasiya A. Ishina, Irina A. Slavnova, Elena N. Lipatova, Anastasia V. Chernichenko, Maria A. Sidorov, Dmitry V. Popov, Anatoly Y. Kiseleva, Marina V. Kaprin, Andrey D. Snezhkina, Anastasiya V. Kudryavtseva, Anna V. |
author_facet | Fedorova, Maria S. Krasnov, George S. Lukyanova, Elena N. Zaretsky, Andrew R. Dmitriev, Alexey A. Melnikova, Nataliya V. Moskalev, Alexey A. Kharitonov, Sergey L. Pudova, Elena A. Guvatova, Zulfiya G. Kobelyatskaya, Anastasiya A. Ishina, Irina A. Slavnova, Elena N. Lipatova, Anastasia V. Chernichenko, Maria A. Sidorov, Dmitry V. Popov, Anatoly Y. Kiseleva, Marina V. Kaprin, Andrey D. Snezhkina, Anastasiya V. Kudryavtseva, Anna V. |
author_sort | Fedorova, Maria S. |
collection | PubMed |
description | BACKGROUND: CpG island methylator phenotype (CIMP) is found in 15–20% of malignant colorectal tumors and is characterized by strong CpG hypermethylation over the genome. The molecular mechanisms of this phenomenon are not still fully understood. The development of CIMP is followed by global gene expression alterations and metabolic changes. In particular, CIMP-low colon adenocarcinoma (COAD), predominantly corresponded to consensus molecular subtype 3 (CMS3, “Metabolic”) subgroup according to COAD molecular classification, is associated with elevated expression of genes participating in metabolic pathways. METHODS: We performed bioinformatics analysis of RNA-Seq data from The Cancer Genome Atlas (TCGA) project for CIMP-high and non-CIMP COAD samples with DESeq2, clusterProfiler, and topGO R packages. Obtained results were validated on a set of fourteen COAD samples with matched morphologically normal tissues using quantitative PCR (qPCR). RESULTS: Upregulation of multiple genes involved in glycolysis and related processes (ENO2, PFKP, HK3, PKM, ENO1, HK2, PGAM1, GAPDH, ALDOA, GPI, TPI1, and HK1) was revealed in CIMP-high tumors compared to non-CIMP ones. Most remarkably, the expression of the PKLR gene, encoding for pyruvate kinase participating in gluconeogenesis, was decreased approximately 20-fold. Up to 8-fold decrease in the expression of OGDHL gene involved in tricarboxylic acid (TCA) cycle was observed in CIMP-high tumors. Using qPCR, we confirmed the increase (4-fold) in the ENO2 expression and decrease (2-fold) in the OGDHL mRNA level on a set of COAD samples. CONCLUSIONS: We demonstrated the association between CIMP-high status and the energy metabolism changes at the transcriptomic level in colorectal adenocarcinoma against the background of immune pathway activation. Differential methylation of at least nine CpG sites in OGDHL promoter region as well as decreased OGDHL mRNA level can potentially serve as an additional biomarker of the CIMP-high status in COAD. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12881-019-0771-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6454590 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64545902019-04-19 The CIMP-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma Fedorova, Maria S. Krasnov, George S. Lukyanova, Elena N. Zaretsky, Andrew R. Dmitriev, Alexey A. Melnikova, Nataliya V. Moskalev, Alexey A. Kharitonov, Sergey L. Pudova, Elena A. Guvatova, Zulfiya G. Kobelyatskaya, Anastasiya A. Ishina, Irina A. Slavnova, Elena N. Lipatova, Anastasia V. Chernichenko, Maria A. Sidorov, Dmitry V. Popov, Anatoly Y. Kiseleva, Marina V. Kaprin, Andrey D. Snezhkina, Anastasiya V. Kudryavtseva, Anna V. BMC Med Genet Research BACKGROUND: CpG island methylator phenotype (CIMP) is found in 15–20% of malignant colorectal tumors and is characterized by strong CpG hypermethylation over the genome. The molecular mechanisms of this phenomenon are not still fully understood. The development of CIMP is followed by global gene expression alterations and metabolic changes. In particular, CIMP-low colon adenocarcinoma (COAD), predominantly corresponded to consensus molecular subtype 3 (CMS3, “Metabolic”) subgroup according to COAD molecular classification, is associated with elevated expression of genes participating in metabolic pathways. METHODS: We performed bioinformatics analysis of RNA-Seq data from The Cancer Genome Atlas (TCGA) project for CIMP-high and non-CIMP COAD samples with DESeq2, clusterProfiler, and topGO R packages. Obtained results were validated on a set of fourteen COAD samples with matched morphologically normal tissues using quantitative PCR (qPCR). RESULTS: Upregulation of multiple genes involved in glycolysis and related processes (ENO2, PFKP, HK3, PKM, ENO1, HK2, PGAM1, GAPDH, ALDOA, GPI, TPI1, and HK1) was revealed in CIMP-high tumors compared to non-CIMP ones. Most remarkably, the expression of the PKLR gene, encoding for pyruvate kinase participating in gluconeogenesis, was decreased approximately 20-fold. Up to 8-fold decrease in the expression of OGDHL gene involved in tricarboxylic acid (TCA) cycle was observed in CIMP-high tumors. Using qPCR, we confirmed the increase (4-fold) in the ENO2 expression and decrease (2-fold) in the OGDHL mRNA level on a set of COAD samples. CONCLUSIONS: We demonstrated the association between CIMP-high status and the energy metabolism changes at the transcriptomic level in colorectal adenocarcinoma against the background of immune pathway activation. Differential methylation of at least nine CpG sites in OGDHL promoter region as well as decreased OGDHL mRNA level can potentially serve as an additional biomarker of the CIMP-high status in COAD. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12881-019-0771-5) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-09 /pmc/articles/PMC6454590/ /pubmed/30967137 http://dx.doi.org/10.1186/s12881-019-0771-5 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Fedorova, Maria S. Krasnov, George S. Lukyanova, Elena N. Zaretsky, Andrew R. Dmitriev, Alexey A. Melnikova, Nataliya V. Moskalev, Alexey A. Kharitonov, Sergey L. Pudova, Elena A. Guvatova, Zulfiya G. Kobelyatskaya, Anastasiya A. Ishina, Irina A. Slavnova, Elena N. Lipatova, Anastasia V. Chernichenko, Maria A. Sidorov, Dmitry V. Popov, Anatoly Y. Kiseleva, Marina V. Kaprin, Andrey D. Snezhkina, Anastasiya V. Kudryavtseva, Anna V. The CIMP-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma |
title | The CIMP-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma |
title_full | The CIMP-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma |
title_fullStr | The CIMP-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma |
title_full_unstemmed | The CIMP-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma |
title_short | The CIMP-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma |
title_sort | cimp-high phenotype is associated with energy metabolism alterations in colon adenocarcinoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454590/ https://www.ncbi.nlm.nih.gov/pubmed/30967137 http://dx.doi.org/10.1186/s12881-019-0771-5 |
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