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Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database
Purpose: We aimed to assess the survival benefit of surgery for patients with stage IA–IIB small cell lung cancer (SCLC) and construct a nomogram for predicting overall survival (OS). Methods: Patients who had been diagnosed with stage IA–IIB SCLC between 2004 and 2014 and who had received active tr...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7193096/ https://www.ncbi.nlm.nih.gov/pubmed/32391280 http://dx.doi.org/10.3389/fonc.2020.00626 |
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author | Wang, Yuyan Zheng, Qiwen Jia, Bo An, Tongtong Zhao, Jun Wu, Meina Zhuo, Minglei Li, Jianjie Zhong, Jia Chen, Hanxiao Yang, Xue Chi, Yujia Dong, Zhi Sepesi, Boris Zhang, Jianjun Gay, Carl M. Wang, Ziping |
author_facet | Wang, Yuyan Zheng, Qiwen Jia, Bo An, Tongtong Zhao, Jun Wu, Meina Zhuo, Minglei Li, Jianjie Zhong, Jia Chen, Hanxiao Yang, Xue Chi, Yujia Dong, Zhi Sepesi, Boris Zhang, Jianjun Gay, Carl M. Wang, Ziping |
author_sort | Wang, Yuyan |
collection | PubMed |
description | Purpose: We aimed to assess the survival benefit of surgery for patients with stage IA–IIB small cell lung cancer (SCLC) and construct a nomogram for predicting overall survival (OS). Methods: Patients who had been diagnosed with stage IA–IIB SCLC between 2004 and 2014 and who had received active treatment were selected from the Surveillance, Epidemiology, and End Results database. The primary endpoint was OS. Cox proportional hazards models and propensity score (PS) analyses were used to compare the associations between surgery and OS. The probability of 1- and 3-year OS was predicted using a nomogram. Results: We reviewed 2,246 patients. The median OS of the surgery and non-surgery groups was 35 months and 19 months, respectively. Multivariable Cox proportional hazards models showed a survival benefit in the surgery group (hazards ratio [HR], 0.642; 95% confidence interval [CI], 0.557–0.740; P < 0.001). To balance the between-group measurable confounders, the impact of surgery on OS was assessed using PS matching. After PS matching, OS analysis still favored surgical resection. The PS-stratification, PS-weighting, and PS-adjustment models showed similar results to demonstrate a statistically significant benefit for surgery. Further, the nomogram was well calibrated and had good discriminative ability (Harrell's C-index = 0.645). Conclusion: Our analysis suggests that surgery is a viable option for patients with early-stage SCLC. Our nomogram is a viable tool for quantifying treatment trade-off assumptions and may assist clinicians in decision-making. Future work is needed to validate our results and improve our tools. |
format | Online Article Text |
id | pubmed-7193096 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71930962020-05-08 Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database Wang, Yuyan Zheng, Qiwen Jia, Bo An, Tongtong Zhao, Jun Wu, Meina Zhuo, Minglei Li, Jianjie Zhong, Jia Chen, Hanxiao Yang, Xue Chi, Yujia Dong, Zhi Sepesi, Boris Zhang, Jianjun Gay, Carl M. Wang, Ziping Front Oncol Oncology Purpose: We aimed to assess the survival benefit of surgery for patients with stage IA–IIB small cell lung cancer (SCLC) and construct a nomogram for predicting overall survival (OS). Methods: Patients who had been diagnosed with stage IA–IIB SCLC between 2004 and 2014 and who had received active treatment were selected from the Surveillance, Epidemiology, and End Results database. The primary endpoint was OS. Cox proportional hazards models and propensity score (PS) analyses were used to compare the associations between surgery and OS. The probability of 1- and 3-year OS was predicted using a nomogram. Results: We reviewed 2,246 patients. The median OS of the surgery and non-surgery groups was 35 months and 19 months, respectively. Multivariable Cox proportional hazards models showed a survival benefit in the surgery group (hazards ratio [HR], 0.642; 95% confidence interval [CI], 0.557–0.740; P < 0.001). To balance the between-group measurable confounders, the impact of surgery on OS was assessed using PS matching. After PS matching, OS analysis still favored surgical resection. The PS-stratification, PS-weighting, and PS-adjustment models showed similar results to demonstrate a statistically significant benefit for surgery. Further, the nomogram was well calibrated and had good discriminative ability (Harrell's C-index = 0.645). Conclusion: Our analysis suggests that surgery is a viable option for patients with early-stage SCLC. Our nomogram is a viable tool for quantifying treatment trade-off assumptions and may assist clinicians in decision-making. Future work is needed to validate our results and improve our tools. Frontiers Media S.A. 2020-04-24 /pmc/articles/PMC7193096/ /pubmed/32391280 http://dx.doi.org/10.3389/fonc.2020.00626 Text en Copyright © 2020 Wang, Zheng, Jia, An, Zhao, Wu, Zhuo, Li, Zhong, Chen, Yang, Chi, Dong, Sepesi, Zhang, Gay and Wang. http://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 Wang, Yuyan Zheng, Qiwen Jia, Bo An, Tongtong Zhao, Jun Wu, Meina Zhuo, Minglei Li, Jianjie Zhong, Jia Chen, Hanxiao Yang, Xue Chi, Yujia Dong, Zhi Sepesi, Boris Zhang, Jianjun Gay, Carl M. Wang, Ziping Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database |
title | Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database |
title_full | Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database |
title_fullStr | Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database |
title_full_unstemmed | Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database |
title_short | Effects of Surgery on Survival of Early-Stage Patients With SCLC: Propensity Score Analysis and Nomogram Construction in SEER Database |
title_sort | effects of surgery on survival of early-stage patients with sclc: propensity score analysis and nomogram construction in seer database |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7193096/ https://www.ncbi.nlm.nih.gov/pubmed/32391280 http://dx.doi.org/10.3389/fonc.2020.00626 |
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