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May 6, 2026SHILAP Revista de lepidopterología0 citationsOpen Access

An Investigation on the Genetic and Epigenetic Changes of MAGE Family Genes in Breast Cancer Metastasis and Chemoresistance

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IYI Made Kresna YogaAHAdam HermawanIIIrmasari Irmasari

Key Points

  • This research aims to investigate genetic and epigenetic changes in MAGE family genes within breast cancer patients.
  • Analyzed genetic alterations through bioinformatics tools including HUGO, STRING, DAVID, and cBioPortal.
  • Evaluated DNA methylation using MethSurv and immune cell infiltration via TIMER.
  • Conducted prognostic analysis using Kaplan-Meier Plotter and ROC plots for chemotherapy efficacy.
  • Identified genetic abnormalities in MAGEF1, NSMCE3, MAGEL1, and NDN in metastatic breast cancer patients.
  • NSMCE3 and NDN showed unfavorable prognosis, while MAGEF1 and MAGEL1 indicated favorable outcomes.
  • Found significant CpG sites in MAGEL1 associated with poor prognosis.

Abstract

Background: The investigation of genetic modifications and epigenetic controls within the melanoma antigen gene family (MAGE), the cancer-testis antigen, in breast cancer still remains elusive. The present study aimed to detect genetic and epigenetic alterations in the MAGE family genes among breast cancer patients, specifically those with metastatic breast cancer and experienced resistance to chemotherapy.Method: In this bioinformatics study, MAGE family genes were retrieved from HUGO genes database and further analyzed for protein-protein interaction using STRING version 12.0, gene ontology using DAVID v2024q2, genetic alterations using cBioPortal, receiver operating characteristic (ROC) plot using ROC plotter, prognostic value using Kaplan-Meier Plotter, DNA methylation using MethSurv, and the correlation between immune cell infiltration using TIMER 2.0. P <0.05 was considered statistically significant.Results: Patients with metastatic breast cancer have experienced genetic abnormalities in four specific genes of MAGEF1, NSMCE3, MAGEL1, and NDN. The relapse-free survival indicated that NSMCE3 and NDN have an unfavorable prognosis, while MAGEF1 and MAGEL1 have a favorable prognosis in breast cancer patients. A moderate association between the mRNA levels of MAGEF1 and MAGEL1 and the efficacy of chemotherapy was observed. The DNA methylation analysis revealed two significant CpG sites within the MAGEL1 gene in which become a poor prognosis of patients with breast cancer.Conclusion: This work has the potential to pave the way for the creation of immunotherapy and improved treatment strategy for those struggling with metastatic breast cancer and chemoresistance. Further research is guaranteed to authenticate the outcomes of these bioinformatics discoveries.

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Cite This Study

Yoga et al. (2026) studied this question.

synapsesocial.com/papers/69fa8eac04f884e66b5310a0https://doi.org/10.30476/mejc.2025.104151.2167
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