Mesothelioma Risk Score: A New Prognostic Pretreatment, Clinical-Molecular Algorithm for Malignant Pleural Mesothelioma

被引:23
作者
Yeap, Beow Y. [1 ,2 ]
De Rienzo, Assunta [2 ,3 ,4 ,5 ]
Gill, Ritu R. [2 ,6 ]
Oster, Michela E. [2 ,3 ,4 ,5 ]
Dao, Mary N. [2 ,3 ,4 ,5 ]
Dao, Nhien T. [2 ,3 ,4 ,5 ,7 ]
Levy, Rachel D. [2 ,3 ,4 ,5 ]
Vermilya, Kimberly [2 ,3 ,4 ,5 ]
Gustafson, Corinne E. [2 ,3 ,4 ,5 ]
Ovsak, Gavin [2 ,8 ]
Richards, William G. [2 ,3 ,4 ,5 ]
Bueno, Raphael [2 ,3 ,4 ,5 ]
机构
[1] Massachusetts Gen Hosp, Dept Med, Boston, MA 02114 USA
[2] Harvard Med Sch, Boston, MA 02115 USA
[3] Brigham & Womens Hosp, Thorac Surg Oncol Lab, Boston, MA 02115 USA
[4] Brigham & Womens Hosp, Int Mesothelioma Program, Div Thorac & Cardiac Surg, Www Impmeso Org, Boston, MA 02115 USA
[5] Brigham & Womens Hosp, Lung Ctr, Boston, MA 02115 USA
[6] Beth Israel Deaconess Med Ctr, Dept Radiol, 330 Brookline Ave, Boston, MA 02215 USA
[7] Takeda, Cambridge, MA USA
[8] Brigham & Womens Hosp, Dept Anesthesia, Boston, MA 02115 USA
关键词
Mesothelioma; RT-qPCR tests; Prediction; Surgery; Survival; TO-LYMPHOCYTE RATIO; OPEN-LABEL; EXPRESSION; SURVIVAL; VALIDATION; CANCER; CISPLATIN;
D O I
10.1016/j.jtho.2021.06.014
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Prognostic models for malignant pleural mesothelioma have been limited to demographics, symptoms, and laboratory values. We hypothesize higher accuracy using both tumor and patient characteristics. The mesothelioma prognostic test (MPT) and molecular subtype based on claudin-15-to-vimentin expression ratio are molecular signatures associated with survival. Tumor volume (TV) has improved performance compared with clinical staging, whereas neutrophil-to-lymphocyte ratio (NLR) is prognostic for malignant pleural mesothelioma. Methods: Tumor specimens and clinical data were collected prospectively from patients who underwent extrapleural pneumonectomy (EPP) or pleurectomy and decortication (PD) during 2007 to 2014. MPT and claudin-15-to-vimentin ratio were determined by real-time quantitative polymerase chain reaction, whereas TV was assessed from preoperative scans. Risk groups were derived from combinations of adverse factors on the basis of the Cox model. Predictive accuracy was assessed using Harrell's c-index. Results: MPT, molecular subtype, TV, and NLR were independently prognostic in patients with EPP (N = 191), suggesting equal weighting in a final three-group model (c = 0.644). In the PD cohort (N = 193), MPT poor risk combined with TV greater than 200 cm(3) was associated with triple the risk compared with other subgroups (hazard ratio = 2.94, 95% confidence interval: 1.70-5.09, p < 0.001) persisting when adjusted for molecular subtype, NLR, performance status, and serum albumin to yield a final three-group model (c = 0.641). The EPP and PD models achieved higher accuracy than published models (c < 0.584, c < 0.575) and pathologic staging (c = 0.554, c = 0.571). Conclusions: The novel models use pretreatment parameters obtained from minimally invasive biopsy, imaging, and blood tests to evaluate the expected outcome of each type of surgery in newly diagnosed patients and improve stratification on clinical trials. (C) 2021 International Association for the Study of Lung Cancer. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:1925 / 1935
页数:11
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