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Prognostic Nomogram for Overall Survival of Patients Aged 50 Years or Older with Cervical Cancer
OBJECTIVE: The prognostic factors of cervical cancer in elderly patients have not been researched systematically. We aimed to investigate the clinicopathological characteristics of patients with cervical cancer aged ≥50 years and establish a nomogram for evaluating their prognoses for overall surviv...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8579836/ https://www.ncbi.nlm.nih.gov/pubmed/34785932 http://dx.doi.org/10.2147/IJGM.S335409 |
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author | Yan, Jing He, Yue Wang, Ming Wu, Yumei |
author_facet | Yan, Jing He, Yue Wang, Ming Wu, Yumei |
author_sort | Yan, Jing |
collection | PubMed |
description | OBJECTIVE: The prognostic factors of cervical cancer in elderly patients have not been researched systematically. We aimed to investigate the clinicopathological characteristics of patients with cervical cancer aged ≥50 years and establish a nomogram for evaluating their prognoses for overall survival. METHODS: From the Surveillance, Epidemiology, and End Results database, we obtained data of 8538 patients with pathology-confirmed cervical cancer between 2004 and 2015. Patients were divided into training (n = 5941) and validation (n = 2597) cohorts. A nomogram was constructed to evaluate the prognostic prediction value for disease progression. The concordance index, receiver operating characteristic curve, and calibration chart were used to evaluate the model’s prediction accuracy and discriminative ability. Survival condition was analyzed using the Kaplan–Meier method. RESULTS: In the training cohort, age at diagnosis, race, histology, grade, stage, tumor size, number of examined lymph nodes, and treatment significantly correlated with outcome and were used to develop the nomogram. The calibration curve for survival probability showed an excellent agreement between the nomogram-predicted and actual survival in the training cohort. CONCLUSION: Our nomogram has less bias and gives better accuracy than the International Federation of Gynecology and Obstetrics staging system and can help set up a more individualized feasible follow-up plan. |
format | Online Article Text |
id | pubmed-8579836 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-85798362021-11-15 Prognostic Nomogram for Overall Survival of Patients Aged 50 Years or Older with Cervical Cancer Yan, Jing He, Yue Wang, Ming Wu, Yumei Int J Gen Med Original Research OBJECTIVE: The prognostic factors of cervical cancer in elderly patients have not been researched systematically. We aimed to investigate the clinicopathological characteristics of patients with cervical cancer aged ≥50 years and establish a nomogram for evaluating their prognoses for overall survival. METHODS: From the Surveillance, Epidemiology, and End Results database, we obtained data of 8538 patients with pathology-confirmed cervical cancer between 2004 and 2015. Patients were divided into training (n = 5941) and validation (n = 2597) cohorts. A nomogram was constructed to evaluate the prognostic prediction value for disease progression. The concordance index, receiver operating characteristic curve, and calibration chart were used to evaluate the model’s prediction accuracy and discriminative ability. Survival condition was analyzed using the Kaplan–Meier method. RESULTS: In the training cohort, age at diagnosis, race, histology, grade, stage, tumor size, number of examined lymph nodes, and treatment significantly correlated with outcome and were used to develop the nomogram. The calibration curve for survival probability showed an excellent agreement between the nomogram-predicted and actual survival in the training cohort. CONCLUSION: Our nomogram has less bias and gives better accuracy than the International Federation of Gynecology and Obstetrics staging system and can help set up a more individualized feasible follow-up plan. Dove 2021-11-06 /pmc/articles/PMC8579836/ /pubmed/34785932 http://dx.doi.org/10.2147/IJGM.S335409 Text en © 2021 Yan et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Yan, Jing He, Yue Wang, Ming Wu, Yumei Prognostic Nomogram for Overall Survival of Patients Aged 50 Years or Older with Cervical Cancer |
title | Prognostic Nomogram for Overall Survival of Patients Aged 50 Years or Older with Cervical Cancer |
title_full | Prognostic Nomogram for Overall Survival of Patients Aged 50 Years or Older with Cervical Cancer |
title_fullStr | Prognostic Nomogram for Overall Survival of Patients Aged 50 Years or Older with Cervical Cancer |
title_full_unstemmed | Prognostic Nomogram for Overall Survival of Patients Aged 50 Years or Older with Cervical Cancer |
title_short | Prognostic Nomogram for Overall Survival of Patients Aged 50 Years or Older with Cervical Cancer |
title_sort | prognostic nomogram for overall survival of patients aged 50 years or older with cervical cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8579836/ https://www.ncbi.nlm.nih.gov/pubmed/34785932 http://dx.doi.org/10.2147/IJGM.S335409 |
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