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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...

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Autores principales: Zhang, Xianyu, Ma, Huan, Lu, Xiurong, Zhang, Zhilin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
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.
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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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