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Chromatin accessibility associates with protein-RNA correlation in human cancer
Although alterations in chromatin structure are known to exist in tumors, how these alterations relate to molecular phenotypes in cancer remains to be demonstrated. Multi-omics profiling of human tumors can provide insight into how alterations in chromatin structure are propagated through the pathwa...
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/PMC8484618/ https://www.ncbi.nlm.nih.gov/pubmed/34593797 http://dx.doi.org/10.1038/s41467-021-25872-1 |
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author | Sanghi, Akshay Gruber, Joshua J. Metwally, Ahmed Jiang, Lihua Reynolds, Warren Sunwoo, John Orloff, Lisa Chang, Howard Y. Kasowski, Maya Snyder, Michael P. |
author_facet | Sanghi, Akshay Gruber, Joshua J. Metwally, Ahmed Jiang, Lihua Reynolds, Warren Sunwoo, John Orloff, Lisa Chang, Howard Y. Kasowski, Maya Snyder, Michael P. |
author_sort | Sanghi, Akshay |
collection | PubMed |
description | Although alterations in chromatin structure are known to exist in tumors, how these alterations relate to molecular phenotypes in cancer remains to be demonstrated. Multi-omics profiling of human tumors can provide insight into how alterations in chromatin structure are propagated through the pathway of gene expression to result in malignant protein expression. We applied multi-omics profiling of chromatin accessibility, RNA abundance, and protein abundance to 36 human thyroid cancer primary tumors, metastases, and patient-match normal tissue. Through quantification of chromatin accessibility associated with active transcription units and global protein expression, we identify a local chromatin structure that is highly correlated with coordinated RNA and protein expression. In particular, we identify enhancers located within gene-bodies as predictive of correlated RNA and protein expression, that is independent of overall transcriptional activity. To demonstrate the generalizability of these findings we also identify similar results in an independent cohort of human breast cancers. Taken together, these analyses suggest that local enhancers, rather than distal enhancers, are likely most predictive of cancer gene expression phenotypes. This allows for identification of potential targets for cancer therapeutic approaches and reinforces the utility of multi-omics profiling as a methodology to understand human disease. |
format | Online Article Text |
id | pubmed-8484618 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84846182021-10-22 Chromatin accessibility associates with protein-RNA correlation in human cancer Sanghi, Akshay Gruber, Joshua J. Metwally, Ahmed Jiang, Lihua Reynolds, Warren Sunwoo, John Orloff, Lisa Chang, Howard Y. Kasowski, Maya Snyder, Michael P. Nat Commun Article Although alterations in chromatin structure are known to exist in tumors, how these alterations relate to molecular phenotypes in cancer remains to be demonstrated. Multi-omics profiling of human tumors can provide insight into how alterations in chromatin structure are propagated through the pathway of gene expression to result in malignant protein expression. We applied multi-omics profiling of chromatin accessibility, RNA abundance, and protein abundance to 36 human thyroid cancer primary tumors, metastases, and patient-match normal tissue. Through quantification of chromatin accessibility associated with active transcription units and global protein expression, we identify a local chromatin structure that is highly correlated with coordinated RNA and protein expression. In particular, we identify enhancers located within gene-bodies as predictive of correlated RNA and protein expression, that is independent of overall transcriptional activity. To demonstrate the generalizability of these findings we also identify similar results in an independent cohort of human breast cancers. Taken together, these analyses suggest that local enhancers, rather than distal enhancers, are likely most predictive of cancer gene expression phenotypes. This allows for identification of potential targets for cancer therapeutic approaches and reinforces the utility of multi-omics profiling as a methodology to understand human disease. Nature Publishing Group UK 2021-09-30 /pmc/articles/PMC8484618/ /pubmed/34593797 http://dx.doi.org/10.1038/s41467-021-25872-1 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sanghi, Akshay Gruber, Joshua J. Metwally, Ahmed Jiang, Lihua Reynolds, Warren Sunwoo, John Orloff, Lisa Chang, Howard Y. Kasowski, Maya Snyder, Michael P. Chromatin accessibility associates with protein-RNA correlation in human cancer |
title | Chromatin accessibility associates with protein-RNA correlation in human cancer |
title_full | Chromatin accessibility associates with protein-RNA correlation in human cancer |
title_fullStr | Chromatin accessibility associates with protein-RNA correlation in human cancer |
title_full_unstemmed | Chromatin accessibility associates with protein-RNA correlation in human cancer |
title_short | Chromatin accessibility associates with protein-RNA correlation in human cancer |
title_sort | chromatin accessibility associates with protein-rna correlation in human cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484618/ https://www.ncbi.nlm.nih.gov/pubmed/34593797 http://dx.doi.org/10.1038/s41467-021-25872-1 |
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