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Development and Validation of a Nomogram based on cell growth-related Biomarkers for Oral Squamous Cell Carcinoma
Purpose: We aimed to develop a prognostic nomogram based on immunohistochemistry (IHC) biomarkers of patients with oral squamous cell carcinoma (OSCC). Methods: A total of 294 patients were enrolled in the study. The least absolute shrinkage and selection operator (LASSO) Cox regression model was pe...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8317514/ https://www.ncbi.nlm.nih.gov/pubmed/34335932 http://dx.doi.org/10.7150/jca.54475 |
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author | Shuai, Yanjie Duan, Yuansheng Zhou, Mengqian Yue, Kai Liu, Dandan Fang, Yan Wang, Yuxuan Wu, Yansheng Zhang, Ze Wang, Xudong |
author_facet | Shuai, Yanjie Duan, Yuansheng Zhou, Mengqian Yue, Kai Liu, Dandan Fang, Yan Wang, Yuxuan Wu, Yansheng Zhang, Ze Wang, Xudong |
author_sort | Shuai, Yanjie |
collection | PubMed |
description | Purpose: We aimed to develop a prognostic nomogram based on immunohistochemistry (IHC) biomarkers of patients with oral squamous cell carcinoma (OSCC). Methods: A total of 294 patients were enrolled in the study. The least absolute shrinkage and selection operator (LASSO) Cox regression model was performed to develop a combined IHC score (IHCs) classifier. Results: Five biomarkers, specifically c-Met, Vimentin, HIF-2α, VEGF-c, and Bcl-2 were extracted. Then, an IHCs classifier was developed, and patients were stratified into high- and low-IHCs groups. In the training cohort, the 5-year overall survival (OS) was 62.1% in low-IHCs group and 28.2% in high-IHCs group (P<0.001). The 5-year OS was 68.6% for the low-IHCs group and 28.4% for the high-IHCs group in the validation cohort (P<0.001). The area under the ROC curve (AUROC) of the combination of the IHCs classifier and TNM stage was 0.746 (95% CI: 0.658-0.833) in the training cohort and 0.735 (95% CI: 0.651-0.818) in the validation cohort, respectively. Conclusions: The nomogram could effectively predict the prognosis for patients with OSCC and may be employed as a potential tool to guide the individual decision-making process. |
format | Online Article Text |
id | pubmed-8317514 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-83175142021-07-29 Development and Validation of a Nomogram based on cell growth-related Biomarkers for Oral Squamous Cell Carcinoma Shuai, Yanjie Duan, Yuansheng Zhou, Mengqian Yue, Kai Liu, Dandan Fang, Yan Wang, Yuxuan Wu, Yansheng Zhang, Ze Wang, Xudong J Cancer Research Paper Purpose: We aimed to develop a prognostic nomogram based on immunohistochemistry (IHC) biomarkers of patients with oral squamous cell carcinoma (OSCC). Methods: A total of 294 patients were enrolled in the study. The least absolute shrinkage and selection operator (LASSO) Cox regression model was performed to develop a combined IHC score (IHCs) classifier. Results: Five biomarkers, specifically c-Met, Vimentin, HIF-2α, VEGF-c, and Bcl-2 were extracted. Then, an IHCs classifier was developed, and patients were stratified into high- and low-IHCs groups. In the training cohort, the 5-year overall survival (OS) was 62.1% in low-IHCs group and 28.2% in high-IHCs group (P<0.001). The 5-year OS was 68.6% for the low-IHCs group and 28.4% for the high-IHCs group in the validation cohort (P<0.001). The area under the ROC curve (AUROC) of the combination of the IHCs classifier and TNM stage was 0.746 (95% CI: 0.658-0.833) in the training cohort and 0.735 (95% CI: 0.651-0.818) in the validation cohort, respectively. Conclusions: The nomogram could effectively predict the prognosis for patients with OSCC and may be employed as a potential tool to guide the individual decision-making process. Ivyspring International Publisher 2021-06-22 /pmc/articles/PMC8317514/ /pubmed/34335932 http://dx.doi.org/10.7150/jca.54475 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Shuai, Yanjie Duan, Yuansheng Zhou, Mengqian Yue, Kai Liu, Dandan Fang, Yan Wang, Yuxuan Wu, Yansheng Zhang, Ze Wang, Xudong Development and Validation of a Nomogram based on cell growth-related Biomarkers for Oral Squamous Cell Carcinoma |
title | Development and Validation of a Nomogram based on cell growth-related Biomarkers for Oral Squamous Cell Carcinoma |
title_full | Development and Validation of a Nomogram based on cell growth-related Biomarkers for Oral Squamous Cell Carcinoma |
title_fullStr | Development and Validation of a Nomogram based on cell growth-related Biomarkers for Oral Squamous Cell Carcinoma |
title_full_unstemmed | Development and Validation of a Nomogram based on cell growth-related Biomarkers for Oral Squamous Cell Carcinoma |
title_short | Development and Validation of a Nomogram based on cell growth-related Biomarkers for Oral Squamous Cell Carcinoma |
title_sort | development and validation of a nomogram based on cell growth-related biomarkers for oral squamous cell carcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8317514/ https://www.ncbi.nlm.nih.gov/pubmed/34335932 http://dx.doi.org/10.7150/jca.54475 |
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