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Transcriptomic Profiling for the Autophagy Pathway in Colorectal Cancer
The role of autophagy in colorectal cancer (CRC) pathogenesis appears to be crucial. Autophagy acts both as a tumor suppressor, by removing redundant cellular material, and a tumor-promoting factor, by providing access to components necessary for growth, metabolism, and proliferation. To date, littl...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582824/ https://www.ncbi.nlm.nih.gov/pubmed/32993062 http://dx.doi.org/10.3390/ijms21197101 |
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author | Gil, Justyna Karpiński, Paweł Sąsiadek, Maria M. |
author_facet | Gil, Justyna Karpiński, Paweł Sąsiadek, Maria M. |
author_sort | Gil, Justyna |
collection | PubMed |
description | The role of autophagy in colorectal cancer (CRC) pathogenesis appears to be crucial. Autophagy acts both as a tumor suppressor, by removing redundant cellular material, and a tumor-promoting factor, by providing access to components necessary for growth, metabolism, and proliferation. To date, little is known about the expression of genes that play a basal role in the autophagy in CRC. In this study, we aimed to compare the expression levels of 46 genes involved in the autophagy pathway between tumor-adjacent and tumor tissue, employing large RNA sequencing (RNA-seq) and microarray datasets. Additionally, we verified our results using data on 38 CRC cell lines. Gene set enrichment analysis revealed a significant deregulation of autophagy-related gene sets in CRC. The unsupervised clustering of tumors using the mRNA levels of autophagy-related genes revealed the existence of two major clusters: microsatellite instability (MSI)-enriched and -depleted. In cluster 1 (MSI-depleted), ATG9B and LAMP1 genes were the most prominently expressed, whereas cluster 2 (MSI-enriched) was characterized by DRAM1 upregulation. CRC cell lines were also clustered according to MSI-enriched/-depleted subgroups. The moderate deregulation of autophagy-related genes in cancer tissue, as compared to adjacent tissue, suggests a prominent field cancerization or early disruption of autophagy. Genes differentiating these clusters are promising candidates for CRC targeting therapy worthy of further investigation. |
format | Online Article Text |
id | pubmed-7582824 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75828242020-10-28 Transcriptomic Profiling for the Autophagy Pathway in Colorectal Cancer Gil, Justyna Karpiński, Paweł Sąsiadek, Maria M. Int J Mol Sci Article The role of autophagy in colorectal cancer (CRC) pathogenesis appears to be crucial. Autophagy acts both as a tumor suppressor, by removing redundant cellular material, and a tumor-promoting factor, by providing access to components necessary for growth, metabolism, and proliferation. To date, little is known about the expression of genes that play a basal role in the autophagy in CRC. In this study, we aimed to compare the expression levels of 46 genes involved in the autophagy pathway between tumor-adjacent and tumor tissue, employing large RNA sequencing (RNA-seq) and microarray datasets. Additionally, we verified our results using data on 38 CRC cell lines. Gene set enrichment analysis revealed a significant deregulation of autophagy-related gene sets in CRC. The unsupervised clustering of tumors using the mRNA levels of autophagy-related genes revealed the existence of two major clusters: microsatellite instability (MSI)-enriched and -depleted. In cluster 1 (MSI-depleted), ATG9B and LAMP1 genes were the most prominently expressed, whereas cluster 2 (MSI-enriched) was characterized by DRAM1 upregulation. CRC cell lines were also clustered according to MSI-enriched/-depleted subgroups. The moderate deregulation of autophagy-related genes in cancer tissue, as compared to adjacent tissue, suggests a prominent field cancerization or early disruption of autophagy. Genes differentiating these clusters are promising candidates for CRC targeting therapy worthy of further investigation. MDPI 2020-09-26 /pmc/articles/PMC7582824/ /pubmed/32993062 http://dx.doi.org/10.3390/ijms21197101 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gil, Justyna Karpiński, Paweł Sąsiadek, Maria M. Transcriptomic Profiling for the Autophagy Pathway in Colorectal Cancer |
title | Transcriptomic Profiling for the Autophagy Pathway in Colorectal Cancer |
title_full | Transcriptomic Profiling for the Autophagy Pathway in Colorectal Cancer |
title_fullStr | Transcriptomic Profiling for the Autophagy Pathway in Colorectal Cancer |
title_full_unstemmed | Transcriptomic Profiling for the Autophagy Pathway in Colorectal Cancer |
title_short | Transcriptomic Profiling for the Autophagy Pathway in Colorectal Cancer |
title_sort | transcriptomic profiling for the autophagy pathway in colorectal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582824/ https://www.ncbi.nlm.nih.gov/pubmed/32993062 http://dx.doi.org/10.3390/ijms21197101 |
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