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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2019
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.
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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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