Exploring the Epigenome and Transcriptome to Identify Biomarkers in Ovarian Cancer
DOI:
https://doi.org/10.47611/jsrhs.v10i1.1341Keywords:
Epigenome, DNA Methylation, Epigenetics, Cancer, Ovarian Cancer, Gene ExpressionAbstract
DNA methylation plays a vital role in cancer by regulating gene transcription. Alteration in DNA methylation among some genes has been associated with various tumors and this change in methylation signature among various genes can be potentially used as a biomarker for cancer detection. In the current work the Cancer Genome Atlas (TCGA) database was assessed for alterations in DNA methylation of 1816 genes in 600 ovarian cancer patients and 8 healthy subjects. Clustering of methylation patterns showed 5 major patient clusters. Alteration in methylation and gene expression of known biomarkers BRCA1, IQGAP1, BLCAP, MSH2, HSF1 along with novel biomarkers hSulf1 and HMSH2 was assessed in the ovarian cancer and normal subjects. The methylation levels were differentially expressed compared to healthy subjects. Compared to normal subjects, in ovarian cancer patients hSulf1, BRCA1, HSF1, BLCAP were hypomethylated while genes IQGAP1 and MSH2 were hypermethylated. The methylation levels for the specific genes considered biomarkers above were correlated with their mRNA expression level to see if there is an association between mRNA expression and methylation levels. Genes hSulf1, BRCA1, HSF1, IQGAP1 were negatively correlated with their methylation levels while MSH2 and BLCAP were positively correlated in ovarian cancer patients. Our study showed specific gene methylation clusters among the ovarian cancer patients suggesting this could potentially be used as a signature. In Cancer patients, methylation was significantly altered, and this alteration was correlated with its gene transcription.
Downloads
References or Bibliography
Howlader N, Noone AM, Krapcho M, Miller D, Brest A, Yu M, Ruhl J, Tatalovich Z, Mariotto A, Lewis DR, Chen HS, Feuer EJ, Cronin KA (eds). SEER Cancer Statistics Review, 1975-2016, National Cancer Institute. Bethesda, MD, https://seer.cancer.gov/csr/1975_2016/, based on November 2018 SEER data submission, posted to the SEER web site, April 2019.
Hentze, J.L., Høgdall, C.K., & Høgdall, E.V. (2019). Methylation and ovarian cancer: Can DNA methylation be of diagnostic use? (Review). Molecular and Clinical Oncology, (10), Retrieved September 14, 2019, 323-330. https://doi.org/10.3892/mco.2019.1800
Xu, G., Ji, W., Su, Y., Xu, Y., Yan, Y., Shen, S., … Su, C. (2014). Sulfatase 1 (hSulf-1) reverses basic fibroblast growth factor-stimulated signaling and inhibits growth of hepatocellular carcinoma in animal model. Oncotarget, 5(13), 5029–5039. Retrieved October 26, 2019 doi:10.18632/oncotarget.2078
American Journal of Epidemiology, Volume 156, Issue 10, 15 November 2002, Pages 885–902,https://doi.org/10.1093/aje/kwf139
Pierre-Louis Cedoz, Marcos Prunello, Kevin Brennan, Olivier Gevaert, September 2018 MethylMix 2.0: an R package for identifying DNA methylation genes, Bioinformatics, (34), 17, 3044–3046, Retrieved September 20, 2019, https://doi.org/10.1093/bioinforma tics/bty156
Gevaert, O., Tibshirani, R. & Plevritis, S.K. Pancancer analysis of DNA methylation-driven genes using MethylMix. Genome Biol 16, 17 (2015) doi:10.1186/s13059-014-0579-8
Sharma, C., & Seo, Y. H. (2018). Small Molecule Inhibitors of HSF1-Activated Pathways as Potential Next-Generation Anticancer Therapeutics. Molecules (Basel, Switzerland), 23(11), 2757. doi:10.3390/molecules23112757
Rotoli, D., Morales, M., Maeso, M., García, M., Gutierrez, R., Valladares, F. ... Martín‑Vasallo, P. (2017). Alterations in IQGAP1 expression and localization in colorectal carcinoma and liver metastases following oxaliplatin‑based chemotherapy. Oncology Letters, 14, 2621-2628. https://doi.org/10.3892/ol.2017.6525
Reyes, H.D., Devor, E.J., Warrier, A. et al. Differential DNA methylation in high-grade serous ovarian cancer (HGSOC) is associated with tumor behavior. Sci Rep 9, 17996 (2019) doi:10.1038/s41598-019-54401-w
Published
How to Cite
Issue
Section
Copyright (c) 2021 Maegha Tipirneni; Fatima Merchant
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Copyright holder(s) granted JSR a perpetual, non-exclusive license to distriute & display this article.