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Blood parameters score predicts long-term outcomes in stage II-III gastric cancer patients
BACKGROUND: Increasing numbers of laboratory blood parameters (BPM) have been reported to greatly affect the long-term outcomes of gastric cancer (GC) patients. However, the existing prognostic models do not comprehensively analyze these predictors. AIM: To construct a new prognostic tool, based on...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6848017/ https://www.ncbi.nlm.nih.gov/pubmed/31749596 http://dx.doi.org/10.3748/wjg.v25.i41.6258 |
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author | Lin, Jian-Xian Tang, Yi-Hui Wang, Jia-Bin Lu, Jun Chen, Qi-Yue Cao, Long-Long Lin, Mi Tu, Ru-Hong Huang, Chang-Ming Li, Ping Zheng, Chao-Hui Xie, Jian-Wei |
author_facet | Lin, Jian-Xian Tang, Yi-Hui Wang, Jia-Bin Lu, Jun Chen, Qi-Yue Cao, Long-Long Lin, Mi Tu, Ru-Hong Huang, Chang-Ming Li, Ping Zheng, Chao-Hui Xie, Jian-Wei |
author_sort | Lin, Jian-Xian |
collection | PubMed |
description | BACKGROUND: Increasing numbers of laboratory blood parameters (BPM) have been reported to greatly affect the long-term outcomes of gastric cancer (GC) patients. However, the existing prognostic models do not comprehensively analyze these predictors. AIM: To construct a new prognostic tool, based on all the prognostic BPM, to achieve more accurate prognosis prediction for GC. METHODS: We retrospectively assessed 850 consecutive patients who underwent curative resection for stage II-III GC from January 2010 to April 2013. The patients were classified into developing (n = 567) and validation (n = 283) cohorts using computer-generated random numbers. A scoring system, namely BPM score, was then constructed using least absolute shrinkage and selection operator (LASSO) Cox regression model in the developing cohort, and validated in the validation cohort. A nomogram consisting of BPM score and tumor-lymph node-metastasis (TNM) stage was further created. The discrimination and calibration of the nomogram were evaluated via Harrell’s C-statistic and the Hosmer-Lemeshow test. RESULTS: Using the LASSO model, we established the BPM score based on five BPM: Albumin, lymphocyte-to-monocyte ratio, neutrophil-to-lymphocyte ratio, carcinoembryonic antigen, and carbohydrate antigen 19-9. The BPM scores were divided into high- and low-BPM groups based on a cut-off value of -0.93. High-BPM patients were significantly older and had more advanced, larger tumors. In the developing cohort, significant differences were found in 5-year overall survival (OS) and 5-year disease-specific survival between the high-BPM and low-BPM patients. Similar results were found in the validation group. Multivariable analysis showed that the BPM score was an independent predictor of OS. High-BPM patients had a poorer 5-year OS for each subgroup. Furthermore, a nomogram that combined the BPM score and TNM stage had significantly better prognostic value compared with TNM stage alone. CONCLUSION: The BPM score provides more accurate prognosis prediction in stage II-III GC patients and is an effective complement to the TNM staging system. |
format | Online Article Text |
id | pubmed-6848017 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-68480172019-11-20 Blood parameters score predicts long-term outcomes in stage II-III gastric cancer patients Lin, Jian-Xian Tang, Yi-Hui Wang, Jia-Bin Lu, Jun Chen, Qi-Yue Cao, Long-Long Lin, Mi Tu, Ru-Hong Huang, Chang-Ming Li, Ping Zheng, Chao-Hui Xie, Jian-Wei World J Gastroenterol Retrospective Study BACKGROUND: Increasing numbers of laboratory blood parameters (BPM) have been reported to greatly affect the long-term outcomes of gastric cancer (GC) patients. However, the existing prognostic models do not comprehensively analyze these predictors. AIM: To construct a new prognostic tool, based on all the prognostic BPM, to achieve more accurate prognosis prediction for GC. METHODS: We retrospectively assessed 850 consecutive patients who underwent curative resection for stage II-III GC from January 2010 to April 2013. The patients were classified into developing (n = 567) and validation (n = 283) cohorts using computer-generated random numbers. A scoring system, namely BPM score, was then constructed using least absolute shrinkage and selection operator (LASSO) Cox regression model in the developing cohort, and validated in the validation cohort. A nomogram consisting of BPM score and tumor-lymph node-metastasis (TNM) stage was further created. The discrimination and calibration of the nomogram were evaluated via Harrell’s C-statistic and the Hosmer-Lemeshow test. RESULTS: Using the LASSO model, we established the BPM score based on five BPM: Albumin, lymphocyte-to-monocyte ratio, neutrophil-to-lymphocyte ratio, carcinoembryonic antigen, and carbohydrate antigen 19-9. The BPM scores were divided into high- and low-BPM groups based on a cut-off value of -0.93. High-BPM patients were significantly older and had more advanced, larger tumors. In the developing cohort, significant differences were found in 5-year overall survival (OS) and 5-year disease-specific survival between the high-BPM and low-BPM patients. Similar results were found in the validation group. Multivariable analysis showed that the BPM score was an independent predictor of OS. High-BPM patients had a poorer 5-year OS for each subgroup. Furthermore, a nomogram that combined the BPM score and TNM stage had significantly better prognostic value compared with TNM stage alone. CONCLUSION: The BPM score provides more accurate prognosis prediction in stage II-III GC patients and is an effective complement to the TNM staging system. Baishideng Publishing Group Inc 2019-11-07 2019-11-07 /pmc/articles/PMC6848017/ /pubmed/31749596 http://dx.doi.org/10.3748/wjg.v25.i41.6258 Text en ©The Author(s) 2019. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. |
spellingShingle | Retrospective Study Lin, Jian-Xian Tang, Yi-Hui Wang, Jia-Bin Lu, Jun Chen, Qi-Yue Cao, Long-Long Lin, Mi Tu, Ru-Hong Huang, Chang-Ming Li, Ping Zheng, Chao-Hui Xie, Jian-Wei Blood parameters score predicts long-term outcomes in stage II-III gastric cancer patients |
title | Blood parameters score predicts long-term outcomes in stage II-III gastric cancer patients |
title_full | Blood parameters score predicts long-term outcomes in stage II-III gastric cancer patients |
title_fullStr | Blood parameters score predicts long-term outcomes in stage II-III gastric cancer patients |
title_full_unstemmed | Blood parameters score predicts long-term outcomes in stage II-III gastric cancer patients |
title_short | Blood parameters score predicts long-term outcomes in stage II-III gastric cancer patients |
title_sort | blood parameters score predicts long-term outcomes in stage ii-iii gastric cancer patients |
topic | Retrospective Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6848017/ https://www.ncbi.nlm.nih.gov/pubmed/31749596 http://dx.doi.org/10.3748/wjg.v25.i41.6258 |
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