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A pan-cancer transcriptomic study showing tumor specific alterations in central metabolism
Recently, there has been a resurgence of interest in metabolic rewiring of tumors to identify clinically relevant genes. However, most of these studies have had either focused on individual tumors, or are too general, providing a broad outlook on overall changes. In this study, we have first curated...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8249409/ https://www.ncbi.nlm.nih.gov/pubmed/34211032 http://dx.doi.org/10.1038/s41598-021-93003-3 |
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author | Sheraj, Ilir Guray, N. Tulin Banerjee, Sreeparna |
author_facet | Sheraj, Ilir Guray, N. Tulin Banerjee, Sreeparna |
author_sort | Sheraj, Ilir |
collection | PubMed |
description | Recently, there has been a resurgence of interest in metabolic rewiring of tumors to identify clinically relevant genes. However, most of these studies have had either focused on individual tumors, or are too general, providing a broad outlook on overall changes. In this study, we have first curated an extensive list of genes encoding metabolic enzymes and metabolite transporters relevant to carbohydrate, fatty acid and amino acid oxidation and biosynthesis. Next, we have used publicly available transcriptomic data for 20 different tumor types from The Cancer Genome Atlas Network (TCGA) and focused on differential expression of these genes between tumor and adjacent normal tissue. Our study revealed major transcriptional alterations in genes that are involved in central metabolism. Most tumors exhibit upregulation in carbohydrate and amino acid transporters, increased glycolysis and pentose phosphate pathway, and decreased fatty acid and amino acid oxidation. On the other hand, the expression of genes of the tricarboxylic acid cycle, anaplerotic reactions and electron transport chain differed between tumors. Although most transcriptomic alterations were conserved across many tumor types suggesting the initiation of common regulatory programs, expression changes unique to specific tumors were also identified, which can provide gene expression fingerprints as potential biomarkers or drug targets. Our study also emphasizes the value of transcriptomic data in the deeper understanding of metabolic changes in diseases. |
format | Online Article Text |
id | pubmed-8249409 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82494092021-07-06 A pan-cancer transcriptomic study showing tumor specific alterations in central metabolism Sheraj, Ilir Guray, N. Tulin Banerjee, Sreeparna Sci Rep Article Recently, there has been a resurgence of interest in metabolic rewiring of tumors to identify clinically relevant genes. However, most of these studies have had either focused on individual tumors, or are too general, providing a broad outlook on overall changes. In this study, we have first curated an extensive list of genes encoding metabolic enzymes and metabolite transporters relevant to carbohydrate, fatty acid and amino acid oxidation and biosynthesis. Next, we have used publicly available transcriptomic data for 20 different tumor types from The Cancer Genome Atlas Network (TCGA) and focused on differential expression of these genes between tumor and adjacent normal tissue. Our study revealed major transcriptional alterations in genes that are involved in central metabolism. Most tumors exhibit upregulation in carbohydrate and amino acid transporters, increased glycolysis and pentose phosphate pathway, and decreased fatty acid and amino acid oxidation. On the other hand, the expression of genes of the tricarboxylic acid cycle, anaplerotic reactions and electron transport chain differed between tumors. Although most transcriptomic alterations were conserved across many tumor types suggesting the initiation of common regulatory programs, expression changes unique to specific tumors were also identified, which can provide gene expression fingerprints as potential biomarkers or drug targets. Our study also emphasizes the value of transcriptomic data in the deeper understanding of metabolic changes in diseases. Nature Publishing Group UK 2021-07-01 /pmc/articles/PMC8249409/ /pubmed/34211032 http://dx.doi.org/10.1038/s41598-021-93003-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sheraj, Ilir Guray, N. Tulin Banerjee, Sreeparna A pan-cancer transcriptomic study showing tumor specific alterations in central metabolism |
title | A pan-cancer transcriptomic study showing tumor specific alterations in central metabolism |
title_full | A pan-cancer transcriptomic study showing tumor specific alterations in central metabolism |
title_fullStr | A pan-cancer transcriptomic study showing tumor specific alterations in central metabolism |
title_full_unstemmed | A pan-cancer transcriptomic study showing tumor specific alterations in central metabolism |
title_short | A pan-cancer transcriptomic study showing tumor specific alterations in central metabolism |
title_sort | pan-cancer transcriptomic study showing tumor specific alterations in central metabolism |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8249409/ https://www.ncbi.nlm.nih.gov/pubmed/34211032 http://dx.doi.org/10.1038/s41598-021-93003-3 |
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