ORIGINAL RESEARCH article
Front. Genet.
Sec. Cancer Genetics and Oncogenomics
Volume 16 - 2025 | doi: 10.3389/fgene.2025.1583620
Identification and Validation of DNA Methylation-driven Gene OSR1 as A Novel Tumor Suppressor for the Diagnosis and Prognosis of Breast Cancer
Provisionally accepted- 1Anhui Medical University, Hefei, China
- 2Second Hospital of Anhui Medical University, Hefei, Anhui Province, China
- 3Institute of Health and Medicine, Hefei Comprehensive National Science Center, Hefei, China
- 4First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui Province, China
- 5Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong Province, China
- 6Institute of Health and Medicine, Hefei Comprehensive National Science Center, Heifei, China
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Aberrant DNA methylation plays a critical role in the initiation and progression of cancer, yet its association with breast cancer remains inadequately defined. This study aims to clarify the link between methylation-driven genes and breast cancer pathogenesis. RNA sequencing and DNA methylation data for breast cancer were retrieved from The Cancer Genome Atlas (TCGA). By integrating the methylation R package with univariate Cox regression analysis, prognostically relevant methylation-driven genes were identified, with OSR1 emerging as the primary candidate. Gene expression profiles and corresponding clinical data were subsequently obtained from the TCGA. Differential expression analysis using the Wilcoxon rank-sum test revealed significantly reduced OSR1 expression in breast cancer tissues compared to normal counterparts. Kaplan-Meier survival curves and Cox regression models were applied to assess the prognostic significance of OSR1. Bioinformatic analyses indicated that OSR1 expression correlates negatively with breast cancer progression and is significantly associated with M stage, HER2 status, PAM50 subtypes, and histological classification. Low OSR1 expression was linked to poorer overall survival outcomes. Functional enrichment analysis implicated OSR1 in pathways related to peptide hormone secretion, peptide transport, metal ion response, and forebrain development. Moreover, elevated OSR1 expression was positively correlated with increased infiltration of immune cells, including NK cells, B cells, CD8 + T cells, and dendritic cells. Experimental validation was conducted by generating OSR1-overexpressing breast cancer cell lines to examine its effects on cell viability, migration, and proliferation via phenotypic assays and protein expression profiling. Both in vitro and in vivo studies demonstrated that OSR1 overexpression markedly suppressed breast cancer cell proliferation and migration. These findings confirm OSR1 as a methylation-regulated tumor suppressor gene and underscore its potential as a promising biomarker for individualized therapeutic strategies in breast cancer.
Keywords: breast cancer, DNA Methylation, TCGA, OSR1, Methylation-driven genes
Received: 26 Feb 2025; Accepted: 26 May 2025.
Copyright: © 2025 Xu, Yang, Cheng, Gan, Huang, Li, Ge, Hu, Ling, Zheng, Zhao, Zhang and Cheng. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Huaidong Cheng, Second Hospital of Anhui Medical University, Hefei, 230601, Anhui Province, China
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