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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...

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Detalles Bibliográficos
Autores principales: Zhang, Chunyu, Zhou, Wei, Tan, Yinqiu, Tian, Daofeng, Zhong, Chunlong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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.
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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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