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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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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 |
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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 |
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