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Genome-Wide Identification of Autophagy Prognostic Signature in Pancreatic Cancer

BACKGROUND: Autophagy plays a vital role in cancer development. However, there is currently no comprehensive study regarding the effects of autophagy-related genes (ARGs) on pancreatic cancer prognosis. Thus, this study aimed to establish an autophagy-related signature for predicting the prognosis o...

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Autores principales: Yu, Jianfa, Lang, Qi, Zhong, Chongli, Wang, Shuang, Tian, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8252352/
https://www.ncbi.nlm.nih.gov/pubmed/34262410
http://dx.doi.org/10.1177/15593258211023260
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author Yu, Jianfa
Lang, Qi
Zhong, Chongli
Wang, Shuang
Tian, Yu
author_facet Yu, Jianfa
Lang, Qi
Zhong, Chongli
Wang, Shuang
Tian, Yu
author_sort Yu, Jianfa
collection PubMed
description BACKGROUND: Autophagy plays a vital role in cancer development. However, there is currently no comprehensive study regarding the effects of autophagy-related genes (ARGs) on pancreatic cancer prognosis. Thus, this study aimed to establish an autophagy-related signature for predicting the prognosis of patients with pancreatic cancer. METHODS: We identified and validated differentially-expressed ARGs using data from The Cancer Genome Atlas (TCGA) database, Genotype-Tissue Expression project (GTEx) and Expression Omnibus (GEO) database. We performed Cox proportional hazards regression analysis on the differentially-expressed ARGs to develop an autophagy-related signature. We tested the expression of these genes through western blotting and verified their prognostic values through gene expression profiling and interactive analyses (GEPIA). RESULTS: We identified a total of 21 differentially-expressed ARGs and screened 4 OS-related ARGs (TP63, RAB24, APOL1, and PTK6). Both the training and validation sets showed that the autophagy-related signature was more accurate than the Tumor Node Metastasis (TNM) staging system. Moreover, the western blotting result showed that the expression of TP63, APOL1, and PTK6 was high, whereas that of RAB24 was low in cancer tissues. CONCLUSION: This 4-ARG signature might potentially help in providing personalized therapy to patients with cancer.
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spelling pubmed-82523522021-07-13 Genome-Wide Identification of Autophagy Prognostic Signature in Pancreatic Cancer Yu, Jianfa Lang, Qi Zhong, Chongli Wang, Shuang Tian, Yu Dose Response Original Article BACKGROUND: Autophagy plays a vital role in cancer development. However, there is currently no comprehensive study regarding the effects of autophagy-related genes (ARGs) on pancreatic cancer prognosis. Thus, this study aimed to establish an autophagy-related signature for predicting the prognosis of patients with pancreatic cancer. METHODS: We identified and validated differentially-expressed ARGs using data from The Cancer Genome Atlas (TCGA) database, Genotype-Tissue Expression project (GTEx) and Expression Omnibus (GEO) database. We performed Cox proportional hazards regression analysis on the differentially-expressed ARGs to develop an autophagy-related signature. We tested the expression of these genes through western blotting and verified their prognostic values through gene expression profiling and interactive analyses (GEPIA). RESULTS: We identified a total of 21 differentially-expressed ARGs and screened 4 OS-related ARGs (TP63, RAB24, APOL1, and PTK6). Both the training and validation sets showed that the autophagy-related signature was more accurate than the Tumor Node Metastasis (TNM) staging system. Moreover, the western blotting result showed that the expression of TP63, APOL1, and PTK6 was high, whereas that of RAB24 was low in cancer tissues. CONCLUSION: This 4-ARG signature might potentially help in providing personalized therapy to patients with cancer. SAGE Publications 2021-06-30 /pmc/articles/PMC8252352/ /pubmed/34262410 http://dx.doi.org/10.1177/15593258211023260 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Article
Yu, Jianfa
Lang, Qi
Zhong, Chongli
Wang, Shuang
Tian, Yu
Genome-Wide Identification of Autophagy Prognostic Signature in Pancreatic Cancer
title Genome-Wide Identification of Autophagy Prognostic Signature in Pancreatic Cancer
title_full Genome-Wide Identification of Autophagy Prognostic Signature in Pancreatic Cancer
title_fullStr Genome-Wide Identification of Autophagy Prognostic Signature in Pancreatic Cancer
title_full_unstemmed Genome-Wide Identification of Autophagy Prognostic Signature in Pancreatic Cancer
title_short Genome-Wide Identification of Autophagy Prognostic Signature in Pancreatic Cancer
title_sort genome-wide identification of autophagy prognostic signature in pancreatic cancer
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8252352/
https://www.ncbi.nlm.nih.gov/pubmed/34262410
http://dx.doi.org/10.1177/15593258211023260
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