Survival analysis via nomogram of surgical patients with malignant pleural mesothelioma in the Surveillance, Epidemiology, and End Results database

被引:15
作者
Zhuo, Minglei [1 ]
Zheng, Qiwen [2 ]
Chi, Yujia [1 ]
Jia, Bo [1 ]
Zhao, Jun [1 ]
Wu, Meina [1 ]
An, Tongtong [1 ]
Wang, Yuyan [1 ]
Li, Jianjie [1 ]
Zhao, Xinghui [1 ]
Yang, Xue [1 ]
Zhong, Jia [1 ]
Chen, Hanxiao [1 ]
Dong, Zhi [1 ]
Wang, Jingjing [1 ]
Zhai, Xiaoyu [1 ]
Wang, Ziping [1 ]
机构
[1] Peking Univ, Canc Hosp & Inst, Key Lab Carcinogenesis & Translat Res, Minist Educ Beijing,Dept Thorac Med Oncol, 52 Fucheng Rd, Beijing 100142, Peoples R China
[2] Peking Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Beijing, Peoples R China
关键词
Malignant pleural mesothelioma; nomogram; SEER; surgery; survival; LONG-TERM SURVIVAL; PROGNOSTIC-FACTORS; THORACIC SURGEONS; EUROPEAN-SOCIETY; ASSOCIATION; MANAGEMENT; PATTERNS; OUTCOMES; THERAPY; ISSUES;
D O I
10.1111/1759-7714.13063
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Malignant pleural mesothelioma (MPM) is a rare but aggressive tumor that originates from the pleura and has a poor prognosis. Eligible patients can benefit from surgery, but their survival is affected by many factors. Therefore, we created a graphic model that could predict the prognosis of surgically treated patients. Methods We retrospectively analyzed data from the Surveillance, Epidemiology, and End Results database from 2004 to 2014 to identify the key factors affecting the prognosis of surgically treated MPM patients. On this basis we built a nomogram to predict survival. We then evaluated the performance of the nomogram in a validation cohort. Results In a training cohort of 828 cases, independent prognostic factors, including age, gender, histological type, differentiation, N stage, chemotherapy, type of surgery, and lymph node dissection, were identified. We then developed a nomogram to evaluate individual patient survival. In Kaplan-Meier analysis, a higher score in the nomogram was associated with a worse prognosis. We also used a validation cohort consisting of 312 patients to evaluate the performance of the nomogram, which was well calibrated and had good discrimination ability, with concordance indices of 0.715 and 0.656 for the training and validation cohorts, respectively. Conclusion This study has improved our understanding of resected MPM and shown that key factors, including age and histological type, are associated with overall survival. The nomogram is a reliable tool that can help clinicians turn individualized prediction into reality and maximize patient benefit by identifying the most beneficial treatment approach.
引用
收藏
页码:1193 / 1202
页数:10
相关论文
共 34 条
[1]   Current Issues in Malignant Pleural Mesothelioma Evaluation and Management [J].
Ai, Jing ;
Stevenson, James P. .
ONCOLOGIST, 2014, 19 (09) :975-984
[2]   Clinical safety and activity of pembrolizumab in patients with malignant pleural mesothelioma (KEYNOTE-028): preliminary results from a non-randomised, open-label, phase 1b trial [J].
Alley, Evan W. ;
Lopez, Juanita ;
Santoro, Armando ;
Morosky, Anne ;
Saraf, Sanatan ;
Piperdi, Bilal ;
van Brummelen, Emilie .
LANCET ONCOLOGY, 2017, 18 (05) :623-630
[3]   Updated patterns of failure after multimodality therapy for malignant pleural mesothelioma [J].
Baldini, Elizabeth H. ;
Richards, William G. ;
Gill, Ritu R. ;
Goodman, Brian M. ;
Winfrey, Olivia K. ;
Eisen, Hannah M. ;
Mak, Raymond H. ;
Chen, Aileen B. ;
Kozono, David E. ;
Bueno, Raphael ;
Sugarbaker, David J. .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2015, 149 (05) :1374-1381
[4]   Asbestos is not just asbestos: an unrecognised health hazard [J].
Baumann, Francine ;
Ambrosi, Jean-Paul ;
Carbone, Michele .
LANCET ONCOLOGY, 2013, 14 (07) :576-578
[5]   Demographics, management and survival of patients with malignant pleural mesothelioma in the National Lung Cancer Audit in England and Wales [J].
Beckett, P. ;
Edwards, J. ;
Fennell, D. ;
Hubbard, R. ;
Woolhouse, I. ;
Peake, M. D. .
LUNG CANCER, 2015, 88 (03) :344-348
[6]   Does Surgery Improve Survival of Patients with Malignant Pleural Mesothelioma? [J].
Bovolato, Pietro ;
Casadio, Caterina ;
Bille, Andrea ;
Ardissone, Francesco ;
Santambrogio, Luigi ;
Ratto, Giovanni Battista ;
Garofalo, Giuseppe ;
Bedini, Amedeo Vittorio ;
Garassino, Marina ;
Porcu, Luca ;
Torri, Valter ;
Pastorino, Ugo .
JOURNAL OF THORACIC ONCOLOGY, 2014, 9 (03) :390-396
[7]  
British Infection Society, 2007, Thorax, V62 Suppl 1, P1
[8]   PROGNOSTIC FACTORS IN DIFFUSE MALIGNANT PLEURAL MESOTHELIOMA - A STUDY OF 167 PATIENTS [J].
CHAILLEUX, E ;
DABOUIS, G ;
PIOCHE, D ;
DELAJARTRE, M ;
DELAJARTRE, AY ;
REMBEAUX, A ;
GERMAUD, P .
CHEST, 1988, 93 (01) :159-162
[9]   Malignant Pleural Mesothelioma [J].
Ettinger, David S. ;
Akerley, Wallace ;
Borghaei, Hossein ;
Chang, Andrew ;
Cheney, Richard T. ;
Chirieac, Lucian R. ;
D'Amico, Thomas A. ;
Demmy, Todd L. ;
Ganti, Apar Kishor P. ;
Govindan, Ramaswamy ;
Grannis, Frederic W., Jr. ;
Horn, Leora ;
Jahan, Thierry M. ;
Jahanzeb, Mohammad ;
Kessinger, Anne ;
Komaki, Ritsuko ;
Kong, Feng-Ming ;
Kris, Mark G. ;
Krug, Lee M. ;
Lennes, Inga T. ;
Loo, Billy W., Jr. ;
Martins, Renato ;
O'Malley, Janis ;
Osarogiagbon, Raymond U. ;
Otterson, Gregory A. ;
Patel, Jyoti D. ;
Pinder-Schenck, Mary ;
Pisters, Katherine M. ;
Reckamp, Karen ;
Riely, Gregory J. ;
Rohren, Eric ;
Swanson, Scott J. ;
Wood, Douglas E. ;
Yang, Stephen C. .
JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2012, 10 (01) :26-41
[10]   The 2015 World Health Organization Classification of Tumors of the Pleura: Advances since the 2004 Classification [J].
Galateau-Salle, Francoise ;
Churg, Andrew ;
Roggli, Victor ;
Travis, William D. .
JOURNAL OF THORACIC ONCOLOGY, 2016, 11 (02) :142-154