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A New Nomogram and Risk Stratification of Brain Metastasis by Clinical and Inflammatory Parameters in Stage III Small Cell Lung Cancer Without Prophylactic Cranial Irradiation

BACKGROUND: This study was conducted to determine risk factors for developing brain metastasis (BM) and to predict brain metastasis free survival (BMFS) and overall survival (OS) by combining several clinical parameters and inflammatory indexes. MATERIALS AND METHODS: A nomogram and risk stratificat...

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Autores principales: Qiu, Jianjian, Ke, Dongmei, Yu, Yilin, Lin, Hancui, Zheng, Qunhao, Li, Hui, Zheng, Hongying, Liu, Lingyun, Wang, Zhiping, Wu, Yahua, Liu, Tianxiu, Li, Jiancheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300937/
https://www.ncbi.nlm.nih.gov/pubmed/35875127
http://dx.doi.org/10.3389/fonc.2022.882744
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author Qiu, Jianjian
Ke, Dongmei
Yu, Yilin
Lin, Hancui
Zheng, Qunhao
Li, Hui
Zheng, Hongying
Liu, Lingyun
Wang, Zhiping
Wu, Yahua
Liu, Tianxiu
Li, Jiancheng
author_facet Qiu, Jianjian
Ke, Dongmei
Yu, Yilin
Lin, Hancui
Zheng, Qunhao
Li, Hui
Zheng, Hongying
Liu, Lingyun
Wang, Zhiping
Wu, Yahua
Liu, Tianxiu
Li, Jiancheng
author_sort Qiu, Jianjian
collection PubMed
description BACKGROUND: This study was conducted to determine risk factors for developing brain metastasis (BM) and to predict brain metastasis free survival (BMFS) and overall survival (OS) by combining several clinical parameters and inflammatory indexes. MATERIALS AND METHODS: A nomogram and risk stratification were developed based on multivariate analysis results. The prognostic index (PI) predicting the high risk of BM was calculated by multiplying the weighted factor (β coefficient) with each variable. RESULTS: Thirty-two of one hundred patients (32.0%) developed BM. Multivariate cox regression analysis revealed that concurrent chemoradiotherapy (CCRT; hazard ratio (HR), 3.356; p = 0.020), monocyte–lymphocyte ratio (MLR; HR, 4.511; p = 0.002), neutrophil–lymphocyte ratio (NLR; HR, 4.023; p = 0.033), and prognostic-nutrition index (PNI; HR, 2.902; p = 0.018) were independent prognostic factors of BMFS. The nomogram has good accuracy in predicting BMFS, and the C-index was 0.73. The ROC curve showed that these risk factors have good discriminant ability. Similarly, tumor location (HR, 1.675; p = 0.035) and MLR (HR, 2.076; p = 0.013) were independent prognostic factors of OS. In the subgroup analysis of OS, the good group had a better prognosis than the other groups. Risk stratification by PI: the high-risk group had worse BMFS than the low-risk group, which also has certain practical significance for clinical practice in OS. CONCLUSION: We developed a nomogram and corresponding risk stratification in stage III SCLC patients who developed BM. This model and risk stratification can help clinicians improve patient treatment management and better deliver personalized therapy.
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spelling pubmed-93009372022-07-22 A New Nomogram and Risk Stratification of Brain Metastasis by Clinical and Inflammatory Parameters in Stage III Small Cell Lung Cancer Without Prophylactic Cranial Irradiation Qiu, Jianjian Ke, Dongmei Yu, Yilin Lin, Hancui Zheng, Qunhao Li, Hui Zheng, Hongying Liu, Lingyun Wang, Zhiping Wu, Yahua Liu, Tianxiu Li, Jiancheng Front Oncol Oncology BACKGROUND: This study was conducted to determine risk factors for developing brain metastasis (BM) and to predict brain metastasis free survival (BMFS) and overall survival (OS) by combining several clinical parameters and inflammatory indexes. MATERIALS AND METHODS: A nomogram and risk stratification were developed based on multivariate analysis results. The prognostic index (PI) predicting the high risk of BM was calculated by multiplying the weighted factor (β coefficient) with each variable. RESULTS: Thirty-two of one hundred patients (32.0%) developed BM. Multivariate cox regression analysis revealed that concurrent chemoradiotherapy (CCRT; hazard ratio (HR), 3.356; p = 0.020), monocyte–lymphocyte ratio (MLR; HR, 4.511; p = 0.002), neutrophil–lymphocyte ratio (NLR; HR, 4.023; p = 0.033), and prognostic-nutrition index (PNI; HR, 2.902; p = 0.018) were independent prognostic factors of BMFS. The nomogram has good accuracy in predicting BMFS, and the C-index was 0.73. The ROC curve showed that these risk factors have good discriminant ability. Similarly, tumor location (HR, 1.675; p = 0.035) and MLR (HR, 2.076; p = 0.013) were independent prognostic factors of OS. In the subgroup analysis of OS, the good group had a better prognosis than the other groups. Risk stratification by PI: the high-risk group had worse BMFS than the low-risk group, which also has certain practical significance for clinical practice in OS. CONCLUSION: We developed a nomogram and corresponding risk stratification in stage III SCLC patients who developed BM. This model and risk stratification can help clinicians improve patient treatment management and better deliver personalized therapy. Frontiers Media S.A. 2022-07-07 /pmc/articles/PMC9300937/ /pubmed/35875127 http://dx.doi.org/10.3389/fonc.2022.882744 Text en Copyright © 2022 Qiu, Ke, Yu, Lin, Zheng, Li, Zheng, Liu, Wang, Wu, Liu and Li https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Qiu, Jianjian
Ke, Dongmei
Yu, Yilin
Lin, Hancui
Zheng, Qunhao
Li, Hui
Zheng, Hongying
Liu, Lingyun
Wang, Zhiping
Wu, Yahua
Liu, Tianxiu
Li, Jiancheng
A New Nomogram and Risk Stratification of Brain Metastasis by Clinical and Inflammatory Parameters in Stage III Small Cell Lung Cancer Without Prophylactic Cranial Irradiation
title A New Nomogram and Risk Stratification of Brain Metastasis by Clinical and Inflammatory Parameters in Stage III Small Cell Lung Cancer Without Prophylactic Cranial Irradiation
title_full A New Nomogram and Risk Stratification of Brain Metastasis by Clinical and Inflammatory Parameters in Stage III Small Cell Lung Cancer Without Prophylactic Cranial Irradiation
title_fullStr A New Nomogram and Risk Stratification of Brain Metastasis by Clinical and Inflammatory Parameters in Stage III Small Cell Lung Cancer Without Prophylactic Cranial Irradiation
title_full_unstemmed A New Nomogram and Risk Stratification of Brain Metastasis by Clinical and Inflammatory Parameters in Stage III Small Cell Lung Cancer Without Prophylactic Cranial Irradiation
title_short A New Nomogram and Risk Stratification of Brain Metastasis by Clinical and Inflammatory Parameters in Stage III Small Cell Lung Cancer Without Prophylactic Cranial Irradiation
title_sort new nomogram and risk stratification of brain metastasis by clinical and inflammatory parameters in stage iii small cell lung cancer without prophylactic cranial irradiation
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300937/
https://www.ncbi.nlm.nih.gov/pubmed/35875127
http://dx.doi.org/10.3389/fonc.2022.882744
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