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The expression characteristics and prognostic roles of autophagy-related genes in gastric cancer
BACKGROUND: Autophagy is an evolutionally highly conserved process, accompanied by the dynamic changes of various molecules, which is necessary for the orderly degradation and recycling of cellular components. The aim of the study was to identify the role of autophagy-related (ATG) genes in the occu...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7866901/ https://www.ncbi.nlm.nih.gov/pubmed/33604190 http://dx.doi.org/10.7717/peerj.10814 |
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author | Wang, Mengya Jing, Jingjing Li, Hao Liu, Jingwei Yuan, Yuan Sun, Liping |
author_facet | Wang, Mengya Jing, Jingjing Li, Hao Liu, Jingwei Yuan, Yuan Sun, Liping |
author_sort | Wang, Mengya |
collection | PubMed |
description | BACKGROUND: Autophagy is an evolutionally highly conserved process, accompanied by the dynamic changes of various molecules, which is necessary for the orderly degradation and recycling of cellular components. The aim of the study was to identify the role of autophagy-related (ATG) genes in the occurrence and development of gastric cancer (GC). METHODS: Data from Oncomine dataset was used for the differential expression analysis between cancer and normal tissues. The association of ATG genes expression with clinicopathologic indicators was evaluated by The Cancer Genome Atlas (TCGA) database and Gene Expression Omnibus (GEO) database. Moreover, using the TCGA datasets, the prognostic role of ATG genes was assessed. A nomogram was further built to assess the independent prognostic factors. RESULTS: The expression of autophagy-related genes AMBRA1, ATG4B, ATG7, ATG10, ATG12, ATG16L2, GABARAPL2, GABARAPL1, ULK4 and WIPI2 showed differences between cancer and normal tissues. After verification, ATG14 and ATG4D were significantly associated with TNM stage. ATG9A, ATG2A, and ATG4D were associated with T stage. VMP1 and ATG4A were low-expressed in patients without lymph node metastasis. No gene in autophagy pathway was associated with M stage. Further multivariate analysis suggested that ATG4D and MAP1LC3C were independent prognostic factors for GC. The C-index of nomogram was 0.676 and the 95% CI was 0.628 to 0.724. CONCLUSION: Our study provided a comprehensive illustration of ATG genes expression characteristics in GC. Abnormal expressions of the ubiquitin-like conjugated system in ATG genes plays a key role in the occurrence of GC. ATG8/LC3 sub-system may play an important role in development and clinical outcome of GC. In the future, it is necessary to further elucidate the alterations of specific ATG8/LC3 forms in order to provide insights for the discovery, diagnosis, or targeting for GC. |
format | Online Article Text |
id | pubmed-7866901 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78669012021-02-17 The expression characteristics and prognostic roles of autophagy-related genes in gastric cancer Wang, Mengya Jing, Jingjing Li, Hao Liu, Jingwei Yuan, Yuan Sun, Liping PeerJ Bioinformatics BACKGROUND: Autophagy is an evolutionally highly conserved process, accompanied by the dynamic changes of various molecules, which is necessary for the orderly degradation and recycling of cellular components. The aim of the study was to identify the role of autophagy-related (ATG) genes in the occurrence and development of gastric cancer (GC). METHODS: Data from Oncomine dataset was used for the differential expression analysis between cancer and normal tissues. The association of ATG genes expression with clinicopathologic indicators was evaluated by The Cancer Genome Atlas (TCGA) database and Gene Expression Omnibus (GEO) database. Moreover, using the TCGA datasets, the prognostic role of ATG genes was assessed. A nomogram was further built to assess the independent prognostic factors. RESULTS: The expression of autophagy-related genes AMBRA1, ATG4B, ATG7, ATG10, ATG12, ATG16L2, GABARAPL2, GABARAPL1, ULK4 and WIPI2 showed differences between cancer and normal tissues. After verification, ATG14 and ATG4D were significantly associated with TNM stage. ATG9A, ATG2A, and ATG4D were associated with T stage. VMP1 and ATG4A were low-expressed in patients without lymph node metastasis. No gene in autophagy pathway was associated with M stage. Further multivariate analysis suggested that ATG4D and MAP1LC3C were independent prognostic factors for GC. The C-index of nomogram was 0.676 and the 95% CI was 0.628 to 0.724. CONCLUSION: Our study provided a comprehensive illustration of ATG genes expression characteristics in GC. Abnormal expressions of the ubiquitin-like conjugated system in ATG genes plays a key role in the occurrence of GC. ATG8/LC3 sub-system may play an important role in development and clinical outcome of GC. In the future, it is necessary to further elucidate the alterations of specific ATG8/LC3 forms in order to provide insights for the discovery, diagnosis, or targeting for GC. PeerJ Inc. 2021-02-03 /pmc/articles/PMC7866901/ /pubmed/33604190 http://dx.doi.org/10.7717/peerj.10814 Text en ©2021 Wang 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, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Wang, Mengya Jing, Jingjing Li, Hao Liu, Jingwei Yuan, Yuan Sun, Liping The expression characteristics and prognostic roles of autophagy-related genes in gastric cancer |
title | The expression characteristics and prognostic roles of autophagy-related genes in gastric cancer |
title_full | The expression characteristics and prognostic roles of autophagy-related genes in gastric cancer |
title_fullStr | The expression characteristics and prognostic roles of autophagy-related genes in gastric cancer |
title_full_unstemmed | The expression characteristics and prognostic roles of autophagy-related genes in gastric cancer |
title_short | The expression characteristics and prognostic roles of autophagy-related genes in gastric cancer |
title_sort | expression characteristics and prognostic roles of autophagy-related genes in gastric cancer |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7866901/ https://www.ncbi.nlm.nih.gov/pubmed/33604190 http://dx.doi.org/10.7717/peerj.10814 |
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