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Nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study
BACKGROUND: An underweight individual is defined as one whose Body Mass Index (BMI) is < 18.5 kg/m(2). Currently, the prognosis in patients with colorectal cancer (CRC) who are also underweight is unclear. METHODS: Information on South Korean patients who underwent curative resection for CRC with...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9923908/ https://www.ncbi.nlm.nih.gov/pubmed/36782150 http://dx.doi.org/10.1186/s12876-023-02669-8 |
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author | Bong, Jun Woo Na, Younghyun Ju, Yeonuk Cheong, Chinock Kang, Sanghee Lee, Sun Il Min, Byung Wook |
author_facet | Bong, Jun Woo Na, Younghyun Ju, Yeonuk Cheong, Chinock Kang, Sanghee Lee, Sun Il Min, Byung Wook |
author_sort | Bong, Jun Woo |
collection | PubMed |
description | BACKGROUND: An underweight individual is defined as one whose Body Mass Index (BMI) is < 18.5 kg/m(2). Currently, the prognosis in patients with colorectal cancer (CRC) who are also underweight is unclear. METHODS: Information on South Korean patients who underwent curative resection for CRC without distant metastasis was collected from health insurance registry data between January 2014 and December 2016. We compared the overall survival (OS) of underweight and non-underweight (BMI ≥ 18.5 kg/m(2)) patients after adjusting for confounders using propensity score matching. A nomogram to predict OS in the underweight group was constructed using the significant risk factors identified in multivariate analysis. The predictive and discriminative capabilities of the nomogram for predicting 3- and 5-year OS in the underweight group were validated and compared with those of the tumor, node, and metastasis (TNM) staging system in the training and validation sets. RESULTS: A total of 23,803 (93.6%) and 1,644 (6.4%) patients were assigned to the non-underweight and underweight groups, respectively. OS was significantly worse in the underweight group than in the non-underweight group for each pathological stage (non-underweight vs. underweight: stage I, 90.1% vs. 77.1%; stage IIA, 85.3% vs. 67.3%; stage IIB/C, 74.9% vs. 52.1%; and stage III, 73.2% vs. 59.4%, P < 0.001). The calibration plots demonstrated that the nomogram exhibited satisfactory consistency with the actual results. The concordance index (C-index) and area under the receiver operating characteristic curve (AUC) of the nomogram exhibited better discriminatory capability than those of the TNM staging system (C-index, nomogram versus TNM staging system: training set, 0.713 versus 0.564, P < 0.001; validation set, 0.691 versus 0.548, P < 0.001; AUC for 3- and 5- year OS, nomogram versus TNM staging system: training set, 0.748 and 0.741 versus 0.610 and 0.601; validation set, 0.715 and 0.753 versus 0.586 and 0.579, respectively). CONCLUSIONS: Underweight patients had worse OS than non-underweight patients for all stages of CRC. Our nomogram can guide prognostic predictions and the treatment plan for underweight patients with CRC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12876-023-02669-8. |
format | Online Article Text |
id | pubmed-9923908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99239082023-02-14 Nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study Bong, Jun Woo Na, Younghyun Ju, Yeonuk Cheong, Chinock Kang, Sanghee Lee, Sun Il Min, Byung Wook BMC Gastroenterol Research BACKGROUND: An underweight individual is defined as one whose Body Mass Index (BMI) is < 18.5 kg/m(2). Currently, the prognosis in patients with colorectal cancer (CRC) who are also underweight is unclear. METHODS: Information on South Korean patients who underwent curative resection for CRC without distant metastasis was collected from health insurance registry data between January 2014 and December 2016. We compared the overall survival (OS) of underweight and non-underweight (BMI ≥ 18.5 kg/m(2)) patients after adjusting for confounders using propensity score matching. A nomogram to predict OS in the underweight group was constructed using the significant risk factors identified in multivariate analysis. The predictive and discriminative capabilities of the nomogram for predicting 3- and 5-year OS in the underweight group were validated and compared with those of the tumor, node, and metastasis (TNM) staging system in the training and validation sets. RESULTS: A total of 23,803 (93.6%) and 1,644 (6.4%) patients were assigned to the non-underweight and underweight groups, respectively. OS was significantly worse in the underweight group than in the non-underweight group for each pathological stage (non-underweight vs. underweight: stage I, 90.1% vs. 77.1%; stage IIA, 85.3% vs. 67.3%; stage IIB/C, 74.9% vs. 52.1%; and stage III, 73.2% vs. 59.4%, P < 0.001). The calibration plots demonstrated that the nomogram exhibited satisfactory consistency with the actual results. The concordance index (C-index) and area under the receiver operating characteristic curve (AUC) of the nomogram exhibited better discriminatory capability than those of the TNM staging system (C-index, nomogram versus TNM staging system: training set, 0.713 versus 0.564, P < 0.001; validation set, 0.691 versus 0.548, P < 0.001; AUC for 3- and 5- year OS, nomogram versus TNM staging system: training set, 0.748 and 0.741 versus 0.610 and 0.601; validation set, 0.715 and 0.753 versus 0.586 and 0.579, respectively). CONCLUSIONS: Underweight patients had worse OS than non-underweight patients for all stages of CRC. Our nomogram can guide prognostic predictions and the treatment plan for underweight patients with CRC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12876-023-02669-8. BioMed Central 2023-02-13 /pmc/articles/PMC9923908/ /pubmed/36782150 http://dx.doi.org/10.1186/s12876-023-02669-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Bong, Jun Woo Na, Younghyun Ju, Yeonuk Cheong, Chinock Kang, Sanghee Lee, Sun Il Min, Byung Wook Nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study |
title | Nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study |
title_full | Nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study |
title_fullStr | Nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study |
title_full_unstemmed | Nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study |
title_short | Nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study |
title_sort | nomogram for predicting the overall survival of underweight patients with colorectal cancer: a clinical study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9923908/ https://www.ncbi.nlm.nih.gov/pubmed/36782150 http://dx.doi.org/10.1186/s12876-023-02669-8 |
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