Correlation Between Early Endpoints and Overall Survival in Non-Small-Cell Lung Cancer: A Trial-Level Meta-Analysis.

correlation analysis meta-regression analysis progression-free survival surrogate endpoints trial-level analysis

Journal

Frontiers in oncology
ISSN: 2234-943X
Titre abrégé: Front Oncol
Pays: Switzerland
ID NLM: 101568867

Informations de publication

Date de publication:
2021
Historique:
received: 26 02 2021
accepted: 06 07 2021
entrez: 12 8 2021
pubmed: 13 8 2021
medline: 13 8 2021
Statut: epublish

Résumé

Early endpoints, such as progression-free survival (PFS), are increasingly used as surrogates for overall survival (OS) to accelerate approval of novel oncology agents. Compiling trial-level data from randomized controlled trials (RCTs) could help to develop a predictive framework to ascertain correlation trends between treatment effects for early and late endpoints. Through trial-level correlation and random-effects meta-regression analysis, we assessed the relationship between hazard ratio (HR) OS and (1) HR PFS and (2) odds ratio (OR) PFS at 4 and 6 months, stratified according to the mechanism of action of the investigational product. Using multiple source databases, we compiled a data set including 81 phase II-IV RCTs (35 drugs and 156 observations) of patients with non-small-cell lung cancer. Low-to-moderate correlations were generally observed between treatment effects for early endpoints (based on PFS) and HR OS across trials of agents with different mechanisms of action. Moderate correlations were seen between treatment effects for HR PFS and HR OS across all trials, and in the programmed cell death-1/programmed cell death ligand-1 and epidermal growth factor receptor trial subsets. Although these results constitute an important step, caution is advised, as there are some limitations to our evaluation, and an additional patient-level analysis would be needed to establish true surrogacy.

Identifiants

pubmed: 34381708
doi: 10.3389/fonc.2021.672916
pmc: PMC8351517
doi:

Types de publication

Journal Article

Langues

eng

Pagination

672916

Informations de copyright

Copyright © 2021 Shameer, Zhang, Jackson, Rhodes, Neelufer, Nampally, Prokop, Hutchison, Ye, Malkov, Liu, Sabin, Weatherall, Duran, Iacona, Khan and Mukhopadhyay.

Déclaration de conflit d'intérêts

KR, EH, FL, AS, JW, RI, and FK are full-time employees of AstraZeneca and own AstraZeneca stock. SK, YZ, DJ, SN, AP, JY, and CD are full-time employees of AstraZeneca. PM was a full-time employee of AstraZeneca at the time that the study was conducted and owns AstraZeneca stock. IK and VM were full-time employees of AstraZeneca at the time that the study was conducted. The authors declare that this study received funding from AstraZeneca. The funder had the following involvement with the study: Study design and concept, collection, analysis and interpretation of the data, review and approval of the final draft and approval to submit for publication.

Références

Circulation. 2004 Jun 29;109(25 Suppl 1):IV20-1
pubmed: 15226247
Eur J Cancer. 2019 Jan;106:196-211
pubmed: 30528804
Clin Pharmacol Ther. 2010 Mar;87(3):272-7
pubmed: 20130567
Trends Cancer. 2020 Nov;6(11):907-909
pubmed: 32972882
Breast Cancer Res Treat. 2015 Dec;154(3):591-608
pubmed: 26596731
Value Health. 2020 May;23(5):540-550
pubmed: 32389218
JAMA Intern Med. 2015 Dec;175(12):1992-4
pubmed: 26502403
Cancer J. 2020 Jul/Aug;26(4):311-322
pubmed: 32732674
Lancet Oncol. 2015 Jan;16(1):e32-42
pubmed: 25638553
J Immunother Cancer. 2018 Aug 22;6(1):81
pubmed: 30134959
JAMA Intern Med. 2018 Dec 1;178(12):1586-1596
pubmed: 30285081
PLoS One. 2019 Aug 28;14(8):e0220812
pubmed: 31461440
JAMA Netw Open. 2020 Jul 1;3(7):e2012119
pubmed: 32729916
Nat Rev Clin Oncol. 2020 May;17(5):271-272
pubmed: 32112057
Transl Lung Cancer Res. 2012 Mar;1(1):26-35
pubmed: 25806152
BMJ Open. 2016 Sep 02;6(9):e012909
pubmed: 27591026
J Thorac Oncol. 2013 Jan;8(1):79-88
pubmed: 23232491
J Clin Oncol. 2015 Jan 1;33(1):22-8
pubmed: 25385741
JAMA Intern Med. 2015 Aug;175(8):1389-98
pubmed: 26098871
Clin Pharmacol Ther. 2020 Dec;108(6):1274-1288
pubmed: 32564368
Ann Transl Med. 2018 Nov;6(Suppl 1):S27
pubmed: 30613602
Am J Cardiol. 2001 Feb 16;87(4A):1A-7A
pubmed: 11243600
Clin Transl Sci. 2018 Sep;11(5):450-460
pubmed: 29768712
Am Soc Clin Oncol Educ Book. 2016;35:185-98
pubmed: 27249699
J Clin Oncol. 2015 Mar 20;33(9):1008-14
pubmed: 25667291
Lancet Oncol. 2013 Jun;14(7):619-26
pubmed: 23680111
BMC Med Ethics. 2019 Aug 23;20(1):58
pubmed: 31443704
Biostatistics. 2000 Mar;1(1):49-67
pubmed: 12933525
Cancer J. 2018 Jan/Feb;24(1):15-19
pubmed: 29360723
Mayo Clin Proc. 2016 May 10;:
pubmed: 27236424

Auteurs

Khader Shameer (K)

Data Science and Artificial Intelligence, BioPharmaceuticals Research and Development (R&D), AstraZeneca, Gaithersburg, MD, United States.

Youyi Zhang (Y)

Data Science and Artificial Intelligence, BioPharmaceuticals Research and Development (R&D), AstraZeneca, Gaithersburg, MD, United States.

Dan Jackson (D)

Oncology Biometrics, Oncology Research and Development, AstraZeneca, Cambridge, United Kingdom.

Kirsty Rhodes (K)

Oncology Biometrics, Oncology Research and Development, AstraZeneca, Cambridge, United Kingdom.

Imran Khan A Neelufer (IKA)

Data Science and Artificial Intelligence, BioPharmaceuticals Research and Development, AstraZeneca, Macclesfield, United Kingdom.

Sreenath Nampally (S)

Data Science and Artificial Intelligence, BioPharmaceuticals Research and Development (R&D), AstraZeneca, Gaithersburg, MD, United States.

Andrzej Prokop (A)

Oncology Biometrics, Oncology Research and Development, AstraZeneca, Warsaw, Poland.

Emmette Hutchison (E)

Digital Health, Oncology Research and Development, AstraZeneca, Cambridge, United Kingdom.

Jiabu Ye (J)

Oncology Biometrics, Oncology R&D, AstraZeneca, Gaithersburg, MD, United States.

Vladislav A Malkov (VA)

Data Science and Artificial Intelligence, BioPharmaceuticals Research and Development (R&D), AstraZeneca, Gaithersburg, MD, United States.

Feng Liu (F)

Oncology Biometrics, Oncology R&D, AstraZeneca, Gaithersburg, MD, United States.

Antony Sabin (A)

Oncology Biometrics, Oncology Research and Development, AstraZeneca, Cambridge, United Kingdom.

Jim Weatherall (J)

Data Science and Artificial Intelligence, BioPharmaceuticals Research and Development, AstraZeneca, Macclesfield, United Kingdom.

Cristina Duran (C)

Digital Health, Oncology Research and Development, AstraZeneca, Cambridge, United Kingdom.

Renee Bailey Iacona (RB)

Oncology Biometrics, Oncology R&D, AstraZeneca, Gaithersburg, MD, United States.

Faisal M Khan (FM)

Data Science and Artificial Intelligence, BioPharmaceuticals Research and Development (R&D), AstraZeneca, Gaithersburg, MD, United States.

Pralay Mukhopadhyay (P)

Oncology Biometrics, Oncology R&D, AstraZeneca, Gaithersburg, MD, United States.

Classifications MeSH