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Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer
In recent years, translational research and pharmacological targeting of epigenetic modifications have become the focus of personalized therapy for patients with pancreatic cancer. Preclinical and clinical trials targeting post-translational modifications have been evaluated as monotherapy or in com...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515693/ https://www.ncbi.nlm.nih.gov/pubmed/36185333 http://dx.doi.org/10.7150/ijms.73800 |
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author | Wang, Hui-Ching Shih, Hsiang-Yao Wu, Chun-Chieh Chen, Li-Tzong Luo, Chi-Wen Liu, Yi-Chang Du, Jeng-Shiun Huang, Min-Chin Su, Yung-Yeh Chen, Huan-Da Hsiao, Hui-Hua Moi, Sin-Hua Pan, Mei-Ren |
author_facet | Wang, Hui-Ching Shih, Hsiang-Yao Wu, Chun-Chieh Chen, Li-Tzong Luo, Chi-Wen Liu, Yi-Chang Du, Jeng-Shiun Huang, Min-Chin Su, Yung-Yeh Chen, Huan-Da Hsiao, Hui-Hua Moi, Sin-Hua Pan, Mei-Ren |
author_sort | Wang, Hui-Ching |
collection | PubMed |
description | In recent years, translational research and pharmacological targeting of epigenetic modifications have become the focus of personalized therapy for patients with pancreatic cancer. Preclinical and clinical trials targeting post-translational modifications have been evaluated as monotherapy or in combination with standard chemotherapy. In this study, we selected 43 genes from seven families of chromatin-modifying enzymes and investigated the influences of epigenetic modifications and their interactions on pancreatic ductal adenocarcinoma (PDAC) using hierarchical clustering analysis. Our analysis also evaluated their effects on treatment modalities and regimens of chemotherapy for PDAC. RNA-seq data for a total of 177 patients with pancreatic cancer, obtained from The Cancer Genome Atlas database, were analyzed. Our results suggested that high-risk patients of survival significant chromatin remodeling-associated gene cluster (gene cluster 2), composed of histone methyltransferases, histone acetyltransferases, histone deacetylases, histone demethylases, and 10-11 translocation family, demonstrated inferior progression-free survival and overall survival in patients with PDAC, especially in men. Our novel biomarker, survival significant chromatin remodeling-associated gene cluster, showed superior prediction performance compared with the conventional TNM system. Overall, these findings suggest that epigenetic modifications and interactions play an important role in the prognosis and therapeutic response of patients with PDAC. |
format | Online Article Text |
id | pubmed-9515693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-95156932022-09-29 Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer Wang, Hui-Ching Shih, Hsiang-Yao Wu, Chun-Chieh Chen, Li-Tzong Luo, Chi-Wen Liu, Yi-Chang Du, Jeng-Shiun Huang, Min-Chin Su, Yung-Yeh Chen, Huan-Da Hsiao, Hui-Hua Moi, Sin-Hua Pan, Mei-Ren Int J Med Sci Research Paper In recent years, translational research and pharmacological targeting of epigenetic modifications have become the focus of personalized therapy for patients with pancreatic cancer. Preclinical and clinical trials targeting post-translational modifications have been evaluated as monotherapy or in combination with standard chemotherapy. In this study, we selected 43 genes from seven families of chromatin-modifying enzymes and investigated the influences of epigenetic modifications and their interactions on pancreatic ductal adenocarcinoma (PDAC) using hierarchical clustering analysis. Our analysis also evaluated their effects on treatment modalities and regimens of chemotherapy for PDAC. RNA-seq data for a total of 177 patients with pancreatic cancer, obtained from The Cancer Genome Atlas database, were analyzed. Our results suggested that high-risk patients of survival significant chromatin remodeling-associated gene cluster (gene cluster 2), composed of histone methyltransferases, histone acetyltransferases, histone deacetylases, histone demethylases, and 10-11 translocation family, demonstrated inferior progression-free survival and overall survival in patients with PDAC, especially in men. Our novel biomarker, survival significant chromatin remodeling-associated gene cluster, showed superior prediction performance compared with the conventional TNM system. Overall, these findings suggest that epigenetic modifications and interactions play an important role in the prognosis and therapeutic response of patients with PDAC. Ivyspring International Publisher 2022-09-21 /pmc/articles/PMC9515693/ /pubmed/36185333 http://dx.doi.org/10.7150/ijms.73800 Text en © The author(s) 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/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Wang, Hui-Ching Shih, Hsiang-Yao Wu, Chun-Chieh Chen, Li-Tzong Luo, Chi-Wen Liu, Yi-Chang Du, Jeng-Shiun Huang, Min-Chin Su, Yung-Yeh Chen, Huan-Da Hsiao, Hui-Hua Moi, Sin-Hua Pan, Mei-Ren Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer |
title | Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer |
title_full | Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer |
title_fullStr | Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer |
title_full_unstemmed | Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer |
title_short | Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer |
title_sort | clustering of chromatin remodeling enzymes predicts prognosis and clinical benefit of therapeutic strategy in pancreatic cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515693/ https://www.ncbi.nlm.nih.gov/pubmed/36185333 http://dx.doi.org/10.7150/ijms.73800 |
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