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Clustering of Chromatin Remodeling Enzymes Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Pancreatic Cancer.
- Source :
-
International journal of medical sciences [Int J Med Sci] 2022 Sep 21; Vol. 19 (10), pp. 1615-1627. Date of Electronic Publication: 2022 Sep 21 (Print Publication: 2022). - Publication Year :
- 2022
-
Abstract
- 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.<br />Competing Interests: Competing Interests: The authors have declared that no competing interest exists.<br /> (© The author(s).)
- Subjects :
- Chromatin genetics
Chromatin Assembly and Disassembly genetics
Cluster Analysis
Histone Acetyltransferases genetics
Histone Deacetylases genetics
Histone Deacetylases metabolism
Histone Methyltransferases genetics
Histones metabolism
Humans
Male
Prognosis
Pancreatic Neoplasms
Carcinoma, Pancreatic Ductal drug therapy
Carcinoma, Pancreatic Ductal genetics
Pancreatic Neoplasms drug therapy
Pancreatic Neoplasms genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1449-1907
- Volume :
- 19
- Issue :
- 10
- Database :
- MEDLINE
- Journal :
- International journal of medical sciences
- Publication Type :
- Academic Journal
- Accession number :
- 36185333
- Full Text :
- https://doi.org/10.7150/ijms.73800