Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis

Author:

Cao Liangliang,Zhao Yang,Liang Zhuangzhuang,Yang Jian,Wang Jiajia,Tian Shuaiwei,Wang Qinhua,Wang Baocheng,Zhao Heng,Jiang Feng,Ma Jie

Abstract

Minichromosome maintenance proteins are DNA-dependent ATPases that bind to replication origins and allow a single round of DNA replication. One member of this family, MCM3, is reportedly active in most cancers. To systematically elucidate the mechanisms affected by aberrant MCM3 expression and evaluate its clinical significance, we analyzed multi-omics data from the GEO database and validated them in cell lines and tumor samples. First, we showed the upregulation of MCM3 in medulloblastoma (MB) at bulk and single-cell RNA sequence levels and revealed the potential role of MCM3 via DNA replication. Then we found the dysregulation of MCM3 might result from abnormal methylation of MCM3. Moreover, we discovered that MCM3 might affect varied biological processes such as apoptosis, autophagy, and ferroptosis and that MCM3 was correlated with immune components such as fibroblast and neutrophils, which were associated with overall survival in different medulloblastoma subtypes. Furthermore, we found that MCM3 expression was correlated with the IC50 values of cisplatin and etoposide. The nomogram of MCM3-related genes showed the reliable and better prediction of 1- and 5-year survival compared to current histological and molecular classifications. Overall, the results of our study demonstrated that MCM3 might serve as a potential biomarker with clinical significance and better guidance than current histological and molecular classifications for clinical decision-making.

Funder

National Outstanding Youth Science Fund Project of National Natural Science Foundation of China

Science and Technology Innovation Plan of Shanghai Science and Technology Commission

Hydrogen Science Research Center, Shanghai Jiao Tong University

Shanghai Shen Kang Hospital Development Center

Publisher

Frontiers Media SA

Subject

Biochemistry, Genetics and Molecular Biology (miscellaneous),Molecular Biology,Biochemistry

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