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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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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. |
format | Online Article Text |
id | pubmed-9703567 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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