1. Analytical validation of the PROphet test for treatment decision-making guidance in metastatic non-small cell lung cancer.
- Author
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Ben Yellin, Lahav C, Sela I, Yahalom G, Shoval SR, Elon Y, Fuller J, and Harel M
- Subjects
- Humans, United States, Proteomics methods, Reproducibility of Results, Biomarkers metabolism, Carcinoma, Non-Small-Cell Lung metabolism, Lung Neoplasms diagnosis, Lung Neoplasms metabolism
- Abstract
The blood proteome, consisting of thousands of proteins engaged in various biological processes, acts as a valuable source of potential biomarkers for various medical applications. PROphet is a plasma proteomics-based test that serves as a decision-support tool for non-small cell lung cancer (NSCLC) patients, combining proteomic profiling using SomaScan technology and subsequent computational algorithm. PROphet was implemented as a laboratory developed test (LDT). Under the Clinical Laboratory Improvement Amendments (CLIA) and Commission on Office Laboratory Accreditation (COLA) regulations, prior to releasing patient test results, a clinical laboratory located in the United States employing an LDT must examine its performance characteristics with regard to analytical validity. This study describes the experimental and computational analytical validity of the PROphet test, as required by CLIA/COLA regulations. Experimental precision analysis displayed a median coefficient of variation (CV) of 3.9 % and 4.7 % for intra-plate and inter-plate examination, respectively, and the median accuracy rate between sites was 88 %. Computational precision exhibited a high accuracy rate, with 93 % of samples displaying complete concordance in results. A cross-platform comparison between SomaScan and other proteomics platforms yielded a median Spearman's rank correlation coefficient of 0.51, affirming the consistency and reliability of the SomaScan platform as used under the PROphet test. Our study presents a robust framework for evaluating the analytical validity of a platform that combines an experimental assay with subsequent computational algorithms. When applied to the PROphet test, strong analytical performance of the test was demonstrated., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Ben Yellin, Coren Lahav, Itamar Sela, Galit Yahalom, Shani Raveh Shoval, Yehonatan Elon, Michal Harel reports financial support, article publishing charges, equipment, drugs, or supplies, and writing assistance were provided by OncoHost Ltd. Jim Fuller reports a relationship with OncoHost Ltd that includes: consulting or advisory. Coren Lahav, Itamar Sela, Yehonatan Elon, Michal Harel has patent #WO 2023/017525 A1 pending to OncoHost Ltd., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)
- Published
- 2024
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