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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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. |
format | Online Article Text |
id | pubmed-9588326 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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