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A validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients
BACKGROUND: The prognoses for advanced Esophageal squamous cell cancer (ESCC) was very poor. Neoadjuvant therapy was shown to improve overall survival of ESCC patients. However, there is still no effective indicator to predict the efficacy of neoadjuvant therapy. The present study intended to invest...
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/PMC8106100/ https://www.ncbi.nlm.nih.gov/pubmed/33987401 http://dx.doi.org/10.21037/atm-21-1628 |
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author | Wang, Sichao Zhou, Zihao Tian, Dan Huang, Shujie Wang, Ce Gao, Zhen Ben, Xiaosong Tang, Jiming Xie, Liang Zhou, Haiyu Zhang, Dongkun Shi, Ruiqing Deng, Cheng Zhuang, Weitao Ding, Yu Qiao, Guibin |
author_facet | Wang, Sichao Zhou, Zihao Tian, Dan Huang, Shujie Wang, Ce Gao, Zhen Ben, Xiaosong Tang, Jiming Xie, Liang Zhou, Haiyu Zhang, Dongkun Shi, Ruiqing Deng, Cheng Zhuang, Weitao Ding, Yu Qiao, Guibin |
author_sort | Wang, Sichao |
collection | PubMed |
description | BACKGROUND: The prognoses for advanced Esophageal squamous cell cancer (ESCC) was very poor. Neoadjuvant therapy was shown to improve overall survival of ESCC patients. However, there is still no effective indicator to predict the efficacy of neoadjuvant therapy. The present study intended to investigate the correlation between hematological parameters and the efficacy of neoadjuvant therapy so as to provide a reference for the prediction of cancer response to neoadjuvant therapy. METHODS: This study included 197 ESCC patients in our center from January 2010 to December 2018. Response evaluation criteria in solid tumors (RECIST) criteria were used for the treatment evaluation. The results of univariate and multivariate logistic regression analysis were used to select independent factors for construction of the prediction model. The concordance index (C-index), receiver operating characteristic (ROC) curve, and calibration curve were used to evaluate the robustness of the model, while the bootstrap method was used for internal validation. RESULTS: Among the 197 included ESCC patients, 94 patients achieved partial remission, 80 patients were in stable condition, and 23 patients had disease progression, 123 of whom underwent surgery. The comparisons of the dynamic hematological test results before and after treatment show that pre-PLT, pre-MONO%, post-Hb, △WBC, and the option of undergoing neoadjuvant chemoradiation were the potential predictors for the effectiveness of neoadjuvant therapy. The model in which the C-index was 0.803 (95% confidence interval: 0.742–0.864) showed good prediction performance, and still reach a C-index of 0.764 when internally validated. CONCLUSIONS: For the neoadjuvant treatment of ESCC, hematological indexes are closely related to the efficacy of neoadjuvant therapy. The nomogram can be used to easily predict the efficacy of neoadjuvant therapy in patients. |
format | Online Article Text |
id | pubmed-8106100 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-81061002021-05-12 A validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients Wang, Sichao Zhou, Zihao Tian, Dan Huang, Shujie Wang, Ce Gao, Zhen Ben, Xiaosong Tang, Jiming Xie, Liang Zhou, Haiyu Zhang, Dongkun Shi, Ruiqing Deng, Cheng Zhuang, Weitao Ding, Yu Qiao, Guibin Ann Transl Med Original Article BACKGROUND: The prognoses for advanced Esophageal squamous cell cancer (ESCC) was very poor. Neoadjuvant therapy was shown to improve overall survival of ESCC patients. However, there is still no effective indicator to predict the efficacy of neoadjuvant therapy. The present study intended to investigate the correlation between hematological parameters and the efficacy of neoadjuvant therapy so as to provide a reference for the prediction of cancer response to neoadjuvant therapy. METHODS: This study included 197 ESCC patients in our center from January 2010 to December 2018. Response evaluation criteria in solid tumors (RECIST) criteria were used for the treatment evaluation. The results of univariate and multivariate logistic regression analysis were used to select independent factors for construction of the prediction model. The concordance index (C-index), receiver operating characteristic (ROC) curve, and calibration curve were used to evaluate the robustness of the model, while the bootstrap method was used for internal validation. RESULTS: Among the 197 included ESCC patients, 94 patients achieved partial remission, 80 patients were in stable condition, and 23 patients had disease progression, 123 of whom underwent surgery. The comparisons of the dynamic hematological test results before and after treatment show that pre-PLT, pre-MONO%, post-Hb, △WBC, and the option of undergoing neoadjuvant chemoradiation were the potential predictors for the effectiveness of neoadjuvant therapy. The model in which the C-index was 0.803 (95% confidence interval: 0.742–0.864) showed good prediction performance, and still reach a C-index of 0.764 when internally validated. CONCLUSIONS: For the neoadjuvant treatment of ESCC, hematological indexes are closely related to the efficacy of neoadjuvant therapy. The nomogram can be used to easily predict the efficacy of neoadjuvant therapy in patients. AME Publishing Company 2021-04 /pmc/articles/PMC8106100/ /pubmed/33987401 http://dx.doi.org/10.21037/atm-21-1628 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 Wang, Sichao Zhou, Zihao Tian, Dan Huang, Shujie Wang, Ce Gao, Zhen Ben, Xiaosong Tang, Jiming Xie, Liang Zhou, Haiyu Zhang, Dongkun Shi, Ruiqing Deng, Cheng Zhuang, Weitao Ding, Yu Qiao, Guibin A validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients |
title | A validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients |
title_full | A validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients |
title_fullStr | A validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients |
title_full_unstemmed | A validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients |
title_short | A validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients |
title_sort | validated nomogram integrating hematological indicators to predict response to neoadjuvant therapy in esophageal squamous cell carcinoma patients |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8106100/ https://www.ncbi.nlm.nih.gov/pubmed/33987401 http://dx.doi.org/10.21037/atm-21-1628 |
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