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A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers

The extracellular matrix in the tumour microenvironment can regulate cancer cell growth and progression. A pan-cancer analysis of TCGA data from 30 cancer types, identified the top 5% of matrisome genes with amplifications or deletions in their copy number, that affect their expression and cancer su...

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Autores principales: Harikrishnan, Keerthi, Prabhu, Srinivas Sheshagiri, Balasubramanian, Nagaraj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529084/
https://www.ncbi.nlm.nih.gov/pubmed/36190948
http://dx.doi.org/10.1371/journal.pone.0270063
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author Harikrishnan, Keerthi
Prabhu, Srinivas Sheshagiri
Balasubramanian, Nagaraj
author_facet Harikrishnan, Keerthi
Prabhu, Srinivas Sheshagiri
Balasubramanian, Nagaraj
author_sort Harikrishnan, Keerthi
collection PubMed
description The extracellular matrix in the tumour microenvironment can regulate cancer cell growth and progression. A pan-cancer analysis of TCGA data from 30 cancer types, identified the top 5% of matrisome genes with amplifications or deletions in their copy number, that affect their expression and cancer survival. A similar analysis of matrisome genes in individual cancers identified CTHRC1 to be significantly altered. CTHRC1, a regulator of collagen synthesis, was identified as the most prominently upregulated matrisome gene of interest across cancers. Differential gene expression analysis identified 19 genes whose expression is increased with CTHRC1. STRING analysis of these genes classified them as ‘extracellular’, involved most prominently in ECM organization and cell adhesion. KEGG analysis showed their involvement in ECM-receptor and growth factor signalling. Cytohubba analysis of these genes revealed 13 hub genes, of which MMP13, POSTN, SFRP4, ADAMTS16 and FNDC1 were significantly altered in their expression with CTHRC1 and seen to affect survival across cancers. This could in part be mediated by their overlapping roles in regulating ECM (collagen or fibronectin) expression and organisation. In breast cancer tumour samples CTHRC1 protein levels are significantly upregulated with POSTN and MMP13, further supporting the need to evaluate their crosstalk in cancers.
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spelling pubmed-95290842022-10-04 A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers Harikrishnan, Keerthi Prabhu, Srinivas Sheshagiri Balasubramanian, Nagaraj PLoS One Research Article The extracellular matrix in the tumour microenvironment can regulate cancer cell growth and progression. A pan-cancer analysis of TCGA data from 30 cancer types, identified the top 5% of matrisome genes with amplifications or deletions in their copy number, that affect their expression and cancer survival. A similar analysis of matrisome genes in individual cancers identified CTHRC1 to be significantly altered. CTHRC1, a regulator of collagen synthesis, was identified as the most prominently upregulated matrisome gene of interest across cancers. Differential gene expression analysis identified 19 genes whose expression is increased with CTHRC1. STRING analysis of these genes classified them as ‘extracellular’, involved most prominently in ECM organization and cell adhesion. KEGG analysis showed their involvement in ECM-receptor and growth factor signalling. Cytohubba analysis of these genes revealed 13 hub genes, of which MMP13, POSTN, SFRP4, ADAMTS16 and FNDC1 were significantly altered in their expression with CTHRC1 and seen to affect survival across cancers. This could in part be mediated by their overlapping roles in regulating ECM (collagen or fibronectin) expression and organisation. In breast cancer tumour samples CTHRC1 protein levels are significantly upregulated with POSTN and MMP13, further supporting the need to evaluate their crosstalk in cancers. Public Library of Science 2022-10-03 /pmc/articles/PMC9529084/ /pubmed/36190948 http://dx.doi.org/10.1371/journal.pone.0270063 Text en © 2022 Harikrishnan et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Harikrishnan, Keerthi
Prabhu, Srinivas Sheshagiri
Balasubramanian, Nagaraj
A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers
title A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers
title_full A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers
title_fullStr A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers
title_full_unstemmed A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers
title_short A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers
title_sort pan-cancer analysis of matrisome proteins reveals cthrc1 and a related network as major ecm regulators across cancers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529084/
https://www.ncbi.nlm.nih.gov/pubmed/36190948
http://dx.doi.org/10.1371/journal.pone.0270063
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