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The emergence of new prognostic scores in lung cancer patients with spinal metastasis: A 12-year single-center retrospective study

Objective: Lung cancer patients exhibit spinal metastases from a specific population, and with this study, we aimed to develop a model that can predict this particular group's survival. Methods: Data were retrospectively collected from 83 lung cancer patients who underwent spinal metastasis sur...

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Autores principales: Chen, Qing, Chen, Xiaohui, Zhou, Lei, Chen, Fancheng, Hu, Annan, Wang, Ketao, Liang, Haifeng, Jiang, Libo, Li, Xilei, Dong, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8364647/
https://www.ncbi.nlm.nih.gov/pubmed/34405024
http://dx.doi.org/10.7150/jca.60821
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author Chen, Qing
Chen, Xiaohui
Zhou, Lei
Chen, Fancheng
Hu, Annan
Wang, Ketao
Liang, Haifeng
Jiang, Libo
Li, Xilei
Dong, Jian
author_facet Chen, Qing
Chen, Xiaohui
Zhou, Lei
Chen, Fancheng
Hu, Annan
Wang, Ketao
Liang, Haifeng
Jiang, Libo
Li, Xilei
Dong, Jian
author_sort Chen, Qing
collection PubMed
description Objective: Lung cancer patients exhibit spinal metastases from a specific population, and with this study, we aimed to develop a model that can predict this particular group's survival. Methods: Data were retrospectively collected from 83 lung cancer patients who underwent spinal metastasis surgery at our center from 2009 to 2021. After the initial assessment of treatment and scoring effects, a nomogram for survival prediction was created by identifying and integrating critical prognostic factors, followed by a consistency index (C-index) to measure consistency, and finally, a subject working characteristic curve (ROC) to compare the predictive accuracy of the three existing models. Results: The mean postoperative survival was 14.7 months. Surgical treatment significantly improved the VAS and Frankel scores in lung cancer patients with spinal metastases. The revised Tokuhashi score underestimated the life expectancy of these patients. Six independent prognostic factors, including age, extraspinal bone metastasis foci, visceral metastasis, Frankel score, targeted therapy, and radiotherapy, were identified and incorporated into the model. Calibration curves for 3-, 6-, and 12-month overall survival showed a good concordance between predicted and actual risk. The nomogram C-index for the cohort study was 0.800 (95% confidence interval [CI]: 0.757-0.843). Model comparisons showed that the nomogram's prediction accuracy was better than revised Tokuhashi and Bauer's scoring systems. Conclusions: Spine surgery offered patients the possibility of regaining neurological function. Having identified shortcomings in existing scoring systems, we have recreated and validated a new nomogram that can be used to predict survival outcomes in patients with spinal metastases from lung cancer, thereby assisting spinal surgeons in making surgical decisions and personalizing treatment for these patients.
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spelling pubmed-83646472021-08-16 The emergence of new prognostic scores in lung cancer patients with spinal metastasis: A 12-year single-center retrospective study Chen, Qing Chen, Xiaohui Zhou, Lei Chen, Fancheng Hu, Annan Wang, Ketao Liang, Haifeng Jiang, Libo Li, Xilei Dong, Jian J Cancer Research Paper Objective: Lung cancer patients exhibit spinal metastases from a specific population, and with this study, we aimed to develop a model that can predict this particular group's survival. Methods: Data were retrospectively collected from 83 lung cancer patients who underwent spinal metastasis surgery at our center from 2009 to 2021. After the initial assessment of treatment and scoring effects, a nomogram for survival prediction was created by identifying and integrating critical prognostic factors, followed by a consistency index (C-index) to measure consistency, and finally, a subject working characteristic curve (ROC) to compare the predictive accuracy of the three existing models. Results: The mean postoperative survival was 14.7 months. Surgical treatment significantly improved the VAS and Frankel scores in lung cancer patients with spinal metastases. The revised Tokuhashi score underestimated the life expectancy of these patients. Six independent prognostic factors, including age, extraspinal bone metastasis foci, visceral metastasis, Frankel score, targeted therapy, and radiotherapy, were identified and incorporated into the model. Calibration curves for 3-, 6-, and 12-month overall survival showed a good concordance between predicted and actual risk. The nomogram C-index for the cohort study was 0.800 (95% confidence interval [CI]: 0.757-0.843). Model comparisons showed that the nomogram's prediction accuracy was better than revised Tokuhashi and Bauer's scoring systems. Conclusions: Spine surgery offered patients the possibility of regaining neurological function. Having identified shortcomings in existing scoring systems, we have recreated and validated a new nomogram that can be used to predict survival outcomes in patients with spinal metastases from lung cancer, thereby assisting spinal surgeons in making surgical decisions and personalizing treatment for these patients. Ivyspring International Publisher 2021-07-25 /pmc/articles/PMC8364647/ /pubmed/34405024 http://dx.doi.org/10.7150/jca.60821 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Chen, Qing
Chen, Xiaohui
Zhou, Lei
Chen, Fancheng
Hu, Annan
Wang, Ketao
Liang, Haifeng
Jiang, Libo
Li, Xilei
Dong, Jian
The emergence of new prognostic scores in lung cancer patients with spinal metastasis: A 12-year single-center retrospective study
title The emergence of new prognostic scores in lung cancer patients with spinal metastasis: A 12-year single-center retrospective study
title_full The emergence of new prognostic scores in lung cancer patients with spinal metastasis: A 12-year single-center retrospective study
title_fullStr The emergence of new prognostic scores in lung cancer patients with spinal metastasis: A 12-year single-center retrospective study
title_full_unstemmed The emergence of new prognostic scores in lung cancer patients with spinal metastasis: A 12-year single-center retrospective study
title_short The emergence of new prognostic scores in lung cancer patients with spinal metastasis: A 12-year single-center retrospective study
title_sort emergence of new prognostic scores in lung cancer patients with spinal metastasis: a 12-year single-center retrospective study
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8364647/
https://www.ncbi.nlm.nih.gov/pubmed/34405024
http://dx.doi.org/10.7150/jca.60821
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