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Whole-genome sequencing of extrachromosomal circular DNA of cerebrospinal fluid of medulloblastoma

BACKGROUND: Medulloblastoma (MB) is a malignant tumor associated with a poor prognosis in part due to a lack of effective detection methods. Extrachromosomal circular DNA (eccDNA) has been associated with multiple tumors. Nonetheless, little is currently known on eccDNA in MB. METHODS: Genomic featu...

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Autores principales: Zhu, Yi, Liu, Zhihui, Guo, Yuduo, Li, Shenglun, Qu, Yanming, Dai, Lin, Chen, Yujia, Ning, Weihai, Zhang, Hongwei, Ma, Lixin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9703567/
https://www.ncbi.nlm.nih.gov/pubmed/36452490
http://dx.doi.org/10.3389/fonc.2022.934159
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author Zhu, Yi
Liu, Zhihui
Guo, Yuduo
Li, Shenglun
Qu, Yanming
Dai, Lin
Chen, Yujia
Ning, Weihai
Zhang, Hongwei
Ma, Lixin
author_facet Zhu, Yi
Liu, Zhihui
Guo, Yuduo
Li, Shenglun
Qu, Yanming
Dai, Lin
Chen, Yujia
Ning, Weihai
Zhang, Hongwei
Ma, Lixin
author_sort Zhu, Yi
collection PubMed
description BACKGROUND: Medulloblastoma (MB) is a malignant tumor associated with a poor prognosis in part due to a lack of effective detection methods. Extrachromosomal circular DNA (eccDNA) has been associated with multiple tumors. Nonetheless, little is currently known on eccDNA in MB. METHODS: Genomic features of eccDNAs were identified in MB tissues and matched cerebrospinal fluid (CSF) and compared with corresponding normal samples using Circle map. The nucleotides on both sides of the eccDNAs’ breakpoint were analyzed to understand the mechanisms of eccDNA formation. Bioinformatics analysis combined with the Gene Expression Omnibus (GEO) database identified features of eccDNA-related genes in MB. Lasso Cox regression model, univariate and multivariate Cox regression analysis, time-dependent ROC, and Kaplan–Meier curve were used to assess the potential diagnostic and prognostic value of the hub genes. RESULTS: EccDNA was profiled in matched tumor and CSF samples from MB patients, and control, eccDNA-related genes enriched in MB were identified. The distribution of eccDNAs in the genome was closely related to gene density and the mechanism of eccDNA formation was evaluated. EccDNAs in CSF exhibited similar distribution with matched MB tissues but were differentially expressed between tumor and normal. Ten hub genes prominent in both the eccDNA dataset and the GEO database were selected to classify MB patients to either high- or low-risk groups, and a prognostic nomogram was thus established. CONCLUSIONS: This study provides preliminary evidence of the characteristics and formation mechanism of eccDNAs in MB and CSF. Importantly, eccDNA-associated hub genes in CSF could be used as diagnostic and prognostic biomarkers for MB.
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spelling pubmed-97035672022-11-29 Whole-genome sequencing of extrachromosomal circular DNA of cerebrospinal fluid of medulloblastoma Zhu, Yi Liu, Zhihui Guo, Yuduo Li, Shenglun Qu, Yanming Dai, Lin Chen, Yujia Ning, Weihai Zhang, Hongwei Ma, Lixin Front Oncol Oncology BACKGROUND: Medulloblastoma (MB) is a malignant tumor associated with a poor prognosis in part due to a lack of effective detection methods. Extrachromosomal circular DNA (eccDNA) has been associated with multiple tumors. Nonetheless, little is currently known on eccDNA in MB. METHODS: Genomic features of eccDNAs were identified in MB tissues and matched cerebrospinal fluid (CSF) and compared with corresponding normal samples using Circle map. The nucleotides on both sides of the eccDNAs’ breakpoint were analyzed to understand the mechanisms of eccDNA formation. Bioinformatics analysis combined with the Gene Expression Omnibus (GEO) database identified features of eccDNA-related genes in MB. Lasso Cox regression model, univariate and multivariate Cox regression analysis, time-dependent ROC, and Kaplan–Meier curve were used to assess the potential diagnostic and prognostic value of the hub genes. RESULTS: EccDNA was profiled in matched tumor and CSF samples from MB patients, and control, eccDNA-related genes enriched in MB were identified. The distribution of eccDNAs in the genome was closely related to gene density and the mechanism of eccDNA formation was evaluated. EccDNAs in CSF exhibited similar distribution with matched MB tissues but were differentially expressed between tumor and normal. Ten hub genes prominent in both the eccDNA dataset and the GEO database were selected to classify MB patients to either high- or low-risk groups, and a prognostic nomogram was thus established. CONCLUSIONS: This study provides preliminary evidence of the characteristics and formation mechanism of eccDNAs in MB and CSF. Importantly, eccDNA-associated hub genes in CSF could be used as diagnostic and prognostic biomarkers for MB. Frontiers Media S.A. 2022-11-08 /pmc/articles/PMC9703567/ /pubmed/36452490 http://dx.doi.org/10.3389/fonc.2022.934159 Text en Copyright © 2022 Zhu, Liu, Guo, Li, Qu, Dai, Chen, Ning, Zhang 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 Oncology
Zhu, Yi
Liu, Zhihui
Guo, Yuduo
Li, Shenglun
Qu, Yanming
Dai, Lin
Chen, Yujia
Ning, Weihai
Zhang, Hongwei
Ma, Lixin
Whole-genome sequencing of extrachromosomal circular DNA of cerebrospinal fluid of medulloblastoma
title Whole-genome sequencing of extrachromosomal circular DNA of cerebrospinal fluid of medulloblastoma
title_full Whole-genome sequencing of extrachromosomal circular DNA of cerebrospinal fluid of medulloblastoma
title_fullStr Whole-genome sequencing of extrachromosomal circular DNA of cerebrospinal fluid of medulloblastoma
title_full_unstemmed Whole-genome sequencing of extrachromosomal circular DNA of cerebrospinal fluid of medulloblastoma
title_short Whole-genome sequencing of extrachromosomal circular DNA of cerebrospinal fluid of medulloblastoma
title_sort whole-genome sequencing of extrachromosomal circular dna of cerebrospinal fluid of medulloblastoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9703567/
https://www.ncbi.nlm.nih.gov/pubmed/36452490
http://dx.doi.org/10.3389/fonc.2022.934159
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