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

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 evalu...

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Autores principales: Cao, Liangliang, Zhao, Yang, Liang, Zhuangzhuang, Yang, Jian, Wang, Jiajia, Tian, Shuaiwei, Wang, Qinhua, Wang, Baocheng, Zhao, Heng, Jiang, Feng, Ma, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483186/
https://www.ncbi.nlm.nih.gov/pubmed/36133906
http://dx.doi.org/10.3389/fmolb.2022.815260
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author Cao, Liangliang
Zhao, Yang
Liang, Zhuangzhuang
Yang, Jian
Wang, Jiajia
Tian, Shuaiwei
Wang, Qinhua
Wang, Baocheng
Zhao, Heng
Jiang, Feng
Ma, Jie
author_facet Cao, Liangliang
Zhao, Yang
Liang, Zhuangzhuang
Yang, Jian
Wang, Jiajia
Tian, Shuaiwei
Wang, Qinhua
Wang, Baocheng
Zhao, Heng
Jiang, Feng
Ma, Jie
author_sort Cao, Liangliang
collection PubMed
description 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 IC(50) 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.
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spelling pubmed-94831862022-09-20 Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis Cao, Liangliang Zhao, Yang Liang, Zhuangzhuang Yang, Jian Wang, Jiajia Tian, Shuaiwei Wang, Qinhua Wang, Baocheng Zhao, Heng Jiang, Feng Ma, Jie Front Mol Biosci Molecular Biosciences 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 IC(50) 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. Frontiers Media S.A. 2022-09-05 /pmc/articles/PMC9483186/ /pubmed/36133906 http://dx.doi.org/10.3389/fmolb.2022.815260 Text en Copyright © 2022 Cao, Zhao, Liang, Yang, Wang, Tian, Wang, Wang, Zhao, Jiang and Ma. https://creativecommons.org/licenses/by/4.0/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) and the copyright owner(s) 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.
spellingShingle Molecular Biosciences
Cao, Liangliang
Zhao, Yang
Liang, Zhuangzhuang
Yang, Jian
Wang, Jiajia
Tian, Shuaiwei
Wang, Qinhua
Wang, Baocheng
Zhao, Heng
Jiang, Feng
Ma, Jie
Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis
title Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis
title_full Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis
title_fullStr Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis
title_full_unstemmed Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis
title_short Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis
title_sort systematic analysis of mcm3 in pediatric medulloblastoma via multi-omics analysis
topic Molecular Biosciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483186/
https://www.ncbi.nlm.nih.gov/pubmed/36133906
http://dx.doi.org/10.3389/fmolb.2022.815260
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