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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10136851 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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