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Cyclin-Dependent Kinase Inhibitor 2A/B Homozygous Deletion Prediction and Survival Analysis

Cyclin-Dependent Kinase Inhibitor 2A/B (CDKN2A/B) homozygous deletion was a significant prognostic factor for gliomas and affected the treatment strategy. However, the radiomic features of CDKN2A/B homozygous deletion in gliomas have not been developed, and whether the radiomic features and molecula...

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Autores principales: Yang, Jing, Li, Lei, Luo, Tao, Nie, Chengsong, Fan, Rui, Li, Deqiang, Yang, Rui, Zhou, Changru, Li, Qian, Hu, Xiaofei, Chen, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10136851/
https://www.ncbi.nlm.nih.gov/pubmed/37190513
http://dx.doi.org/10.3390/brainsci13040548
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author Yang, Jing
Li, Lei
Luo, Tao
Nie, Chengsong
Fan, Rui
Li, Deqiang
Yang, Rui
Zhou, Changru
Li, Qian
Hu, Xiaofei
Chen, Wei
author_facet Yang, Jing
Li, Lei
Luo, Tao
Nie, Chengsong
Fan, Rui
Li, Deqiang
Yang, Rui
Zhou, Changru
Li, Qian
Hu, Xiaofei
Chen, Wei
author_sort Yang, Jing
collection PubMed
description Cyclin-Dependent Kinase Inhibitor 2A/B (CDKN2A/B) homozygous deletion was a significant prognostic factor for gliomas and affected the treatment strategy. However, the radiomic features of CDKN2A/B homozygous deletion in gliomas have not been developed, and whether the radiomic features and molecular subgroups can provide prognostic value in low-grade gliomas (LGGs) has yet to be studied. Thus, this study aimed to develop a predictive model of CDKN2A/B in gliomas and investigate the prognostic value of this biomarker and radiomic features in isocitrate dehydrogenase (IDH)-mutant LGGs. First, we developed the predictive model of CDKN2A/B homozygous deletion in 292 patients. The results revealed that radiomic features predict CDKN2A/B homozygous deletion with high accuracy and reliability. Subsequently, the prognostic survival models of 104 patients (IDH-mutant LGGs) were established, which provided an essential value for prognostic evaluation and indicated that CDKN2A/B homozygous deletion can be used as an independent predictor of prognosis in LGGs.
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spelling pubmed-101368512023-04-28 Cyclin-Dependent Kinase Inhibitor 2A/B Homozygous Deletion Prediction and Survival Analysis Yang, Jing Li, Lei Luo, Tao Nie, Chengsong Fan, Rui Li, Deqiang Yang, Rui Zhou, Changru Li, Qian Hu, Xiaofei Chen, Wei Brain Sci Article Cyclin-Dependent Kinase Inhibitor 2A/B (CDKN2A/B) homozygous deletion was a significant prognostic factor for gliomas and affected the treatment strategy. However, the radiomic features of CDKN2A/B homozygous deletion in gliomas have not been developed, and whether the radiomic features and molecular subgroups can provide prognostic value in low-grade gliomas (LGGs) has yet to be studied. Thus, this study aimed to develop a predictive model of CDKN2A/B in gliomas and investigate the prognostic value of this biomarker and radiomic features in isocitrate dehydrogenase (IDH)-mutant LGGs. First, we developed the predictive model of CDKN2A/B homozygous deletion in 292 patients. The results revealed that radiomic features predict CDKN2A/B homozygous deletion with high accuracy and reliability. Subsequently, the prognostic survival models of 104 patients (IDH-mutant LGGs) were established, which provided an essential value for prognostic evaluation and indicated that CDKN2A/B homozygous deletion can be used as an independent predictor of prognosis in LGGs. MDPI 2023-03-25 /pmc/articles/PMC10136851/ /pubmed/37190513 http://dx.doi.org/10.3390/brainsci13040548 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yang, Jing
Li, Lei
Luo, Tao
Nie, Chengsong
Fan, Rui
Li, Deqiang
Yang, Rui
Zhou, Changru
Li, Qian
Hu, Xiaofei
Chen, Wei
Cyclin-Dependent Kinase Inhibitor 2A/B Homozygous Deletion Prediction and Survival Analysis
title Cyclin-Dependent Kinase Inhibitor 2A/B Homozygous Deletion Prediction and Survival Analysis
title_full Cyclin-Dependent Kinase Inhibitor 2A/B Homozygous Deletion Prediction and Survival Analysis
title_fullStr Cyclin-Dependent Kinase Inhibitor 2A/B Homozygous Deletion Prediction and Survival Analysis
title_full_unstemmed Cyclin-Dependent Kinase Inhibitor 2A/B Homozygous Deletion Prediction and Survival Analysis
title_short Cyclin-Dependent Kinase Inhibitor 2A/B Homozygous Deletion Prediction and Survival Analysis
title_sort cyclin-dependent kinase inhibitor 2a/b homozygous deletion prediction and survival analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10136851/
https://www.ncbi.nlm.nih.gov/pubmed/37190513
http://dx.doi.org/10.3390/brainsci13040548
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