Cargando…

Development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study

BACKGROUND: The number of tumor deposits (TDs) in colorectal cancer (CRC) prognosis remains debated. We evaluated whether the number of TDs affects prognosis in stage III CRC patients. METHODS: Univariate and multivariate analyses were performed with Cox proportional hazards models. The Kaplan-Meier...

Descripción completa

Detalles Bibliográficos
Autores principales: Bai, Rui, Tan, Yinuo, Li, Dan, Yang, Mengyuan, Yu, Linzhen, Yuan, Ying, Fang, Xuefeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8106036/
https://www.ncbi.nlm.nih.gov/pubmed/33987318
http://dx.doi.org/10.21037/atm-20-4728
_version_ 1783689700442112000
author Bai, Rui
Tan, Yinuo
Li, Dan
Yang, Mengyuan
Yu, Linzhen
Yuan, Ying
Fang, Xuefeng
author_facet Bai, Rui
Tan, Yinuo
Li, Dan
Yang, Mengyuan
Yu, Linzhen
Yuan, Ying
Fang, Xuefeng
author_sort Bai, Rui
collection PubMed
description BACKGROUND: The number of tumor deposits (TDs) in colorectal cancer (CRC) prognosis remains debated. We evaluated whether the number of TDs affects prognosis in stage III CRC patients. METHODS: Univariate and multivariate analyses were performed with Cox proportional hazards models. The Kaplan-Meier method was used to estimate survival curves. The best cutoff was determined using X-Tile. Patients were 1:1 randomly divided into the training set or the testing set. Prognostic nomogram was established for stage III CRC patients. Concordance index (C-index) and calibration plot were used to assess Nomogram models. RESULTS: In total, 18,043 (84.69%) CRC patients without TDs and 3,263 (15.31%) patients with TDs were analyzed. Patients with TDs had significantly worse cancer-specific survival (CSS) rates (P<0.001). The number of TDs is an independent factor for the CSS of stage III CRC patients. CSS nomogram of stage III CRC patients was constructed based on race, age at diagnosis, tumor location, histological grade, pathological type, T, N, TDs, chemotherapy. In training set, C-index for CSS nomogram 0.762 (95% CI: 0.752–0.772). In testing set, the C-index for CSS nomogram 0.759 (95% CI: 0.749–0.768). The quality of calibration plots of nomogram models was high. CONCLUSIONS: The presence of TDs is an independent risk prognostic factor for stage III CRC. The number of TDs had a high proportion of prognostic impact.
format Online
Article
Text
id pubmed-8106036
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher AME Publishing Company
record_format MEDLINE/PubMed
spelling pubmed-81060362021-05-12 Development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study Bai, Rui Tan, Yinuo Li, Dan Yang, Mengyuan Yu, Linzhen Yuan, Ying Fang, Xuefeng Ann Transl Med Original Article BACKGROUND: The number of tumor deposits (TDs) in colorectal cancer (CRC) prognosis remains debated. We evaluated whether the number of TDs affects prognosis in stage III CRC patients. METHODS: Univariate and multivariate analyses were performed with Cox proportional hazards models. The Kaplan-Meier method was used to estimate survival curves. The best cutoff was determined using X-Tile. Patients were 1:1 randomly divided into the training set or the testing set. Prognostic nomogram was established for stage III CRC patients. Concordance index (C-index) and calibration plot were used to assess Nomogram models. RESULTS: In total, 18,043 (84.69%) CRC patients without TDs and 3,263 (15.31%) patients with TDs were analyzed. Patients with TDs had significantly worse cancer-specific survival (CSS) rates (P<0.001). The number of TDs is an independent factor for the CSS of stage III CRC patients. CSS nomogram of stage III CRC patients was constructed based on race, age at diagnosis, tumor location, histological grade, pathological type, T, N, TDs, chemotherapy. In training set, C-index for CSS nomogram 0.762 (95% CI: 0.752–0.772). In testing set, the C-index for CSS nomogram 0.759 (95% CI: 0.749–0.768). The quality of calibration plots of nomogram models was high. CONCLUSIONS: The presence of TDs is an independent risk prognostic factor for stage III CRC. The number of TDs had a high proportion of prognostic impact. AME Publishing Company 2021-04 /pmc/articles/PMC8106036/ /pubmed/33987318 http://dx.doi.org/10.21037/atm-20-4728 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Bai, Rui
Tan, Yinuo
Li, Dan
Yang, Mengyuan
Yu, Linzhen
Yuan, Ying
Fang, Xuefeng
Development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study
title Development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study
title_full Development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study
title_fullStr Development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study
title_full_unstemmed Development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study
title_short Development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study
title_sort development and validation of a novel prognostic nomogram including tumor deposits could better predict survival for colorectal cancer: a population-based study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8106036/
https://www.ncbi.nlm.nih.gov/pubmed/33987318
http://dx.doi.org/10.21037/atm-20-4728
work_keys_str_mv AT bairui developmentandvalidationofanovelprognosticnomogramincludingtumordepositscouldbetterpredictsurvivalforcolorectalcancerapopulationbasedstudy
AT tanyinuo developmentandvalidationofanovelprognosticnomogramincludingtumordepositscouldbetterpredictsurvivalforcolorectalcancerapopulationbasedstudy
AT lidan developmentandvalidationofanovelprognosticnomogramincludingtumordepositscouldbetterpredictsurvivalforcolorectalcancerapopulationbasedstudy
AT yangmengyuan developmentandvalidationofanovelprognosticnomogramincludingtumordepositscouldbetterpredictsurvivalforcolorectalcancerapopulationbasedstudy
AT yulinzhen developmentandvalidationofanovelprognosticnomogramincludingtumordepositscouldbetterpredictsurvivalforcolorectalcancerapopulationbasedstudy
AT yuanying developmentandvalidationofanovelprognosticnomogramincludingtumordepositscouldbetterpredictsurvivalforcolorectalcancerapopulationbasedstudy
AT fangxuefeng developmentandvalidationofanovelprognosticnomogramincludingtumordepositscouldbetterpredictsurvivalforcolorectalcancerapopulationbasedstudy