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A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway
BACKGROUND: To develop a precise prognostic model of overall survival in patients with terminating cervical cancer based on surveillance, epidemiology, and end results (SEER) program. METHODS: The patients were retrieved from SEER data who are diagnosed with terminating cervical cancer from 2004 to...
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/PMC8941559/ https://www.ncbi.nlm.nih.gov/pubmed/35340234 http://dx.doi.org/10.1155/2022/7872915 |
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author | Zhang, Xianyu Ma, Huan Lu, Xiurong Zhang, Zhilin |
author_facet | Zhang, Xianyu Ma, Huan Lu, Xiurong Zhang, Zhilin |
author_sort | Zhang, Xianyu |
collection | PubMed |
description | BACKGROUND: To develop a precise prognostic model of overall survival in patients with terminating cervical cancer based on surveillance, epidemiology, and end results (SEER) program. METHODS: The patients were retrieved from SEER data who are diagnosed with terminating cervical cancer from 2004 to 2016. The data were performed using univariate and multivariate analyses and constructed nomograms for predicting survival. Use C-index to validate the model accuracy. RESULTS: Totally 15839 patients diagnosed with cervical cancer were independently allocated into the training set (n = 11088) and validation set (n = 4751). The multivariate analysis results indicated that age, race, stage_T, stage_M, and stage_N were confirmed as independent risk predictors, and those factors are applied to construct this clinical model. The C-index of overall survival in the training set was 0.6816 (95% confidence intervene (CI), 0.694–0.763) and that in the validation set was 0.6931(95% CI, 0.613–0.779). All calibration curves of various factors were consistent with predicted and actual survival. CONCLUSION: The nomogram provides a novel method for predicting the survival of patients with terminating cervical cancer, assisting in accurate therapeutic methods for patients with primary terminating cervical cancer. |
format | Online Article Text |
id | pubmed-8941559 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-89415592022-03-24 A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway Zhang, Xianyu Ma, Huan Lu, Xiurong Zhang, Zhilin J Healthc Eng Research Article BACKGROUND: To develop a precise prognostic model of overall survival in patients with terminating cervical cancer based on surveillance, epidemiology, and end results (SEER) program. METHODS: The patients were retrieved from SEER data who are diagnosed with terminating cervical cancer from 2004 to 2016. The data were performed using univariate and multivariate analyses and constructed nomograms for predicting survival. Use C-index to validate the model accuracy. RESULTS: Totally 15839 patients diagnosed with cervical cancer were independently allocated into the training set (n = 11088) and validation set (n = 4751). The multivariate analysis results indicated that age, race, stage_T, stage_M, and stage_N were confirmed as independent risk predictors, and those factors are applied to construct this clinical model. The C-index of overall survival in the training set was 0.6816 (95% confidence intervene (CI), 0.694–0.763) and that in the validation set was 0.6931(95% CI, 0.613–0.779). All calibration curves of various factors were consistent with predicted and actual survival. CONCLUSION: The nomogram provides a novel method for predicting the survival of patients with terminating cervical cancer, assisting in accurate therapeutic methods for patients with primary terminating cervical cancer. Hindawi 2022-03-15 /pmc/articles/PMC8941559/ /pubmed/35340234 http://dx.doi.org/10.1155/2022/7872915 Text en Copyright © 2022 Xianyu Zhang 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 Zhang, Xianyu Ma, Huan Lu, Xiurong Zhang, Zhilin A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway |
title | A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway |
title_full | A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway |
title_fullStr | A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway |
title_full_unstemmed | A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway |
title_short | A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway |
title_sort | research study to measure the efficacy of terminating cervical cancer via customized optimum pathway |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941559/ https://www.ncbi.nlm.nih.gov/pubmed/35340234 http://dx.doi.org/10.1155/2022/7872915 |
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