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Development, validation and results from the impact of treatment evolution in non-small cell lung cancer (iTEN) model.

Authors :
Moldaver D
Hurry M
Evans WK
Cheema PK
Sangha R
Burkes R
Melosky B
Tran D
Boehm D
Venkatesh J
Walisser S
Orava E
Grima D
Source :
Lung cancer (Amsterdam, Netherlands) [Lung Cancer] 2020 Jan; Vol. 139, pp. 185-194. Date of Electronic Publication: 2019 Oct 22.
Publication Year :
2020

Abstract

Objectives: Treatment of advanced NSCLC (aNSCLC) is rapidly evolving, as new targeted and immuno-oncology (I-O) treatments become available. The iTEN model was developed to predict the cost and survival benefits of changing aNSCLC treatment patterns from a Canadian healthcare system perspective. This report describes iTEN model development and validation.<br />Materials & Methods: A discrete event patient simulation of aNSCLC was developed. A modified Delphi process using Canadian clinical experts informed the development of treatment sequences that included commonly used, Health Canada approved treatments of aNSCLC. Treatment efficacy and the timing of progression and death were estimated from published Kaplan-Meier progression free and overall survival data. Costs (2018 CDN$) included were: drug acquisition and administration, imaging, monitoring, adverse events, physician visits, best supportive care, and end-of-life.<br />Results and Conclusion: Clinical validity of the iTEN model was assessed by comparing model survival predictions to published real-world evidence (RWE). Four RWE studies that reported the overall survival of patients treated with a broad sampling of common aNSCLC treatment patterns were used for validation. The validation coefficient of determination was R <superscript>2</superscript>  = 0.95, with the model generally producing estimates that were neither optimistic nor conservative. The model estimated that current Canadian practice patterns yield a median survival of almost 13 months, a five-year survival rate of 3% and a life-time per-treated-patient cost of $110,806. Cost and survival estimates are presented and were found to vary by aNSCLC subtype. In conclusion, the iTEN model is a reliable tool for forecasting the impact on cost and survival of new treatments for aNSCLC.<br /> (Copyright © 2019 The Authors. Published by Elsevier B.V. All rights reserved.)

Details

Language :
English
ISSN :
1872-8332
Volume :
139
Database :
MEDLINE
Journal :
Lung cancer (Amsterdam, Netherlands)
Publication Type :
Academic Journal
Accession number :
31812889
Full Text :
https://doi.org/10.1016/j.lungcan.2019.10.019