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Exploring the Risk Factors of Conjunctival Squamous Cell Carcinoma and Establishing a Prognostic Model: Retrospective Study

OBJECTIVE: Exploring the risk factors of conjunctival squamous cell carcinoma (CSCC) and establishing a prognostic model. METHODS: Information on patients with CSCC was extracted from the SEER database, conducting a retrospective study. 650 patients with CSCC were finally included in the model. Desc...

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Autores principales: Xie, Bihua, Chen, Zejun, Luo, Jun, Lei, Yanan, Li, Jiaojiao, Wu, Rongrong, Wang, Quanting, Liu, Xianan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9588326/
https://www.ncbi.nlm.nih.gov/pubmed/36284991
http://dx.doi.org/10.1155/2022/5427579
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author Xie, Bihua
Chen, Zejun
Luo, Jun
Lei, Yanan
Li, Jiaojiao
Wu, Rongrong
Wang, Quanting
Liu, Xianan
author_facet Xie, Bihua
Chen, Zejun
Luo, Jun
Lei, Yanan
Li, Jiaojiao
Wu, Rongrong
Wang, Quanting
Liu, Xianan
author_sort Xie, Bihua
collection PubMed
description OBJECTIVE: Exploring the risk factors of conjunctival squamous cell carcinoma (CSCC) and establishing a prognostic model. METHODS: Information on patients with CSCC was extracted from the SEER database, conducting a retrospective study. 650 patients with CSCC were finally included in the model. Descriptive analysis was performed by Chi-square test and T-test. The risk factors of CSCC were explored by COX multivariate analysis, and the corresponding prognostic model was established as a result. RESULTS: The all-cause mortality rate of CSCC was 38.3%, and the risk factors were age (HR = 1.077), sex (HR = 0.691), grade (HR = 7.857), laterality (HR = 1.403), N (HR = 7.195), M (HR = 0.217), and surgery (HR = 1.618), all P < 0.05. The new model had C index and area under curve ROC (AUC) value greater than 0.7. Calibration curve, Net Reclassification Index (NRI), Integrated Discrimination Improvement (IDI), and Decision Curve Analysis (DCA) indicate the new model has better predictive performance than the American Joint Committee on Cancer (AJCC-TNM). CONCLUSIONS: Compared with the clinical guidance of AJCC (TNM) for patients with CSCC, the established model exhibits good performance and can provide guidance for clinical decision-making.
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spelling pubmed-95883262022-10-24 Exploring the Risk Factors of Conjunctival Squamous Cell Carcinoma and Establishing a Prognostic Model: Retrospective Study Xie, Bihua Chen, Zejun Luo, Jun Lei, Yanan Li, Jiaojiao Wu, Rongrong Wang, Quanting Liu, Xianan Dis Markers Research Article OBJECTIVE: Exploring the risk factors of conjunctival squamous cell carcinoma (CSCC) and establishing a prognostic model. METHODS: Information on patients with CSCC was extracted from the SEER database, conducting a retrospective study. 650 patients with CSCC were finally included in the model. Descriptive analysis was performed by Chi-square test and T-test. The risk factors of CSCC were explored by COX multivariate analysis, and the corresponding prognostic model was established as a result. RESULTS: The all-cause mortality rate of CSCC was 38.3%, and the risk factors were age (HR = 1.077), sex (HR = 0.691), grade (HR = 7.857), laterality (HR = 1.403), N (HR = 7.195), M (HR = 0.217), and surgery (HR = 1.618), all P < 0.05. The new model had C index and area under curve ROC (AUC) value greater than 0.7. Calibration curve, Net Reclassification Index (NRI), Integrated Discrimination Improvement (IDI), and Decision Curve Analysis (DCA) indicate the new model has better predictive performance than the American Joint Committee on Cancer (AJCC-TNM). CONCLUSIONS: Compared with the clinical guidance of AJCC (TNM) for patients with CSCC, the established model exhibits good performance and can provide guidance for clinical decision-making. Hindawi 2022-10-15 /pmc/articles/PMC9588326/ /pubmed/36284991 http://dx.doi.org/10.1155/2022/5427579 Text en Copyright © 2022 Bihua Xie et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Xie, Bihua
Chen, Zejun
Luo, Jun
Lei, Yanan
Li, Jiaojiao
Wu, Rongrong
Wang, Quanting
Liu, Xianan
Exploring the Risk Factors of Conjunctival Squamous Cell Carcinoma and Establishing a Prognostic Model: Retrospective Study
title Exploring the Risk Factors of Conjunctival Squamous Cell Carcinoma and Establishing a Prognostic Model: Retrospective Study
title_full Exploring the Risk Factors of Conjunctival Squamous Cell Carcinoma and Establishing a Prognostic Model: Retrospective Study
title_fullStr Exploring the Risk Factors of Conjunctival Squamous Cell Carcinoma and Establishing a Prognostic Model: Retrospective Study
title_full_unstemmed Exploring the Risk Factors of Conjunctival Squamous Cell Carcinoma and Establishing a Prognostic Model: Retrospective Study
title_short Exploring the Risk Factors of Conjunctival Squamous Cell Carcinoma and Establishing a Prognostic Model: Retrospective Study
title_sort exploring the risk factors of conjunctival squamous cell carcinoma and establishing a prognostic model: retrospective study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9588326/
https://www.ncbi.nlm.nih.gov/pubmed/36284991
http://dx.doi.org/10.1155/2022/5427579
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