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5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma
Gliomas typically have unfavorable prognosis, due to late detection and interventions. However, effective biomarkers for early glioma diagnosis based on 5-hydroxymethylcytosines (5 hm C) in circulating cell-free DNA (cfDNA) are not currently available. 5 hm C profiles in GSE132118 set were subjected...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587273/ https://www.ncbi.nlm.nih.gov/pubmed/36281400 http://dx.doi.org/10.1016/j.heliyon.2022.e11022 |
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author | Zhang, Chunyu Zhou, Wei Tan, Yinqiu Tian, Daofeng Zhong, Chunlong |
author_facet | Zhang, Chunyu Zhou, Wei Tan, Yinqiu Tian, Daofeng Zhong, Chunlong |
author_sort | Zhang, Chunyu |
collection | PubMed |
description | Gliomas typically have unfavorable prognosis, due to late detection and interventions. However, effective biomarkers for early glioma diagnosis based on 5-hydroxymethylcytosines (5 hm C) in circulating cell-free DNA (cfDNA) are not currently available. 5 hm C profiles in GSE132118 set were subjected for establishment of diagnostic model using the LASSO (least absolute shrinkage and selection operator) algorithm. The 5 hm C-based models demonstrated great potency in differentiating healthy subjects from gliomas, with area under the curves (AUCs) > 0.91 in the training and validation sets. Moreover, the indicator performed well in combination with clinicopathological characteristics to differentiate glioblastomas (GBMs) from lower grade glioma (LGGs). Enrichment analysis on 5 hm C profiles displayed great correlation with glioma pathophysiology. The 5 hm C-derived biomarker might act as an effective and non-invasive measure in glioma screening. |
format | Online Article Text |
id | pubmed-9587273 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-95872732022-10-23 5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma Zhang, Chunyu Zhou, Wei Tan, Yinqiu Tian, Daofeng Zhong, Chunlong Heliyon Research Article Gliomas typically have unfavorable prognosis, due to late detection and interventions. However, effective biomarkers for early glioma diagnosis based on 5-hydroxymethylcytosines (5 hm C) in circulating cell-free DNA (cfDNA) are not currently available. 5 hm C profiles in GSE132118 set were subjected for establishment of diagnostic model using the LASSO (least absolute shrinkage and selection operator) algorithm. The 5 hm C-based models demonstrated great potency in differentiating healthy subjects from gliomas, with area under the curves (AUCs) > 0.91 in the training and validation sets. Moreover, the indicator performed well in combination with clinicopathological characteristics to differentiate glioblastomas (GBMs) from lower grade glioma (LGGs). Enrichment analysis on 5 hm C profiles displayed great correlation with glioma pathophysiology. The 5 hm C-derived biomarker might act as an effective and non-invasive measure in glioma screening. Elsevier 2022-10-12 /pmc/articles/PMC9587273/ /pubmed/36281400 http://dx.doi.org/10.1016/j.heliyon.2022.e11022 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Zhang, Chunyu Zhou, Wei Tan, Yinqiu Tian, Daofeng Zhong, Chunlong 5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma |
title | 5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma |
title_full | 5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma |
title_fullStr | 5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma |
title_full_unstemmed | 5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma |
title_short | 5-Hydroxymethylcytosines in circulating cell-free DNA reveal a diagnostic biomarker for glioma |
title_sort | 5-hydroxymethylcytosines in circulating cell-free dna reveal a diagnostic biomarker for glioma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587273/ https://www.ncbi.nlm.nih.gov/pubmed/36281400 http://dx.doi.org/10.1016/j.heliyon.2022.e11022 |
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