Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Sanghi, Akshay, Gruber, Joshua J., Metwally, Ahmed, Jiang, Lihua, Reynolds, Warren, Sunwoo, John, Orloff, Lisa, Chang, Howard Y., Kasowski, Maya, Snyder, Michael P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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
_version_ 1784577356984221696
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
work_keys_str_mv AT sanghiakshay chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT gruberjoshuaj chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT metwallyahmed chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT jianglihua chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT reynoldswarren chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT sunwoojohn chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT orlofflisa chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT changhowardy chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT kasowskimaya chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer
AT snydermichaelp chromatinaccessibilityassociateswithproteinrnacorrelationinhumancancer