Analytical Validation of a Novel 6-Gene Signature for Prediction of Distant Recurrence in Estrogen Receptor-Positive, HER2-Negative, Early-Stage Breast Cancer

Publication date

2022-06-01

Authors

Loughman, Tony
Barron, Stephen
Wang, Chan-Ju Angel
Dynoodt, Peter
Fender, Bozena
Lopez-Ruiz, Cesar
Stapleton, Sharon
Fabre, Aurelie
Quinn, Cecily
Nodin, Bjorn

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Advisors

Supervisors

Document Type

Article

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cc_by

Abstract

BACKGROUND: OncoMasTR is a recently developed multigene prognostic test for early-stage breast cancer. The test has been developed in a kit-based format for decentralized deployment in molecular pathology laboratories. The analytical performance characteristics of the OncoMasTR test are described in this study. METHODS: Expression levels of 6 genes were measured by 1-step reverse transcription-quantitative PCR on RNA samples prepared from formalin-fixed, paraffin-embedded (FFPE) breast tumor specimens. Assay precision, reproducibility, input range, and interference were determined using FFPE-derived RNA samples representative of low and high prognostic risk scores. A pooled RNA sample derived from 6 FFPE breast tumor specimens was used to establish the linear range, limit of detection, and amplification efficiency of the individual gene expression assays. RESULTS: The overall precision of the OncoMasTR test was high with an SD of 0.16, which represents less than 2% of the 10-unit risk score range. Test results were reproducible across 4 testing sites, with correlation coefficients of 0.94 to 0.96 for the continuous risk score and concordance of 86% to 96% in low-/high-risk sample classification. Consistent risk scores were obtained across a > 100-fold RNA input range. Individual gene expression assays were linear up to quantification cycle values of 36.0 to 36.9, with amplification efficiencies of 80% to 102%. Test results were not influenced by agents used during RNA isolation, by low levels of copurified genomic DNA, or by moderate levels of copurified adjacent nontumor tissue. CONCLUSION: The OncoMasTR prognostic test displays robust analytical performance that is suitable for deployment by local pathology laboratories for decentralized use.

Keywords

RT-qPCR, breast cancer, gene expression, prognostic biomarker, Biochemistry, medical, Clinical Biochemistry, Journal Article

Citation

Loughman, T, Barron, S, Wang, C-J A, Dynoodt, P, Fender, B, Lopez-Ruiz, C, Stapleton, S, Fabre, A, Quinn, C, Nodin, B, Jirström, K, Razmara, F, O'Grady, A, Baird, A-M, Gray, S G, Freixo, A, Moelans, C B, van Diest, P J, Duffy, M J, O'Leary, D, Crown, J, Bracken, A P & Gallagher, W M 2022, 'Analytical Validation of a Novel 6-Gene Signature for Prediction of Distant Recurrence in Estrogen Receptor-Positive, HER2-Negative, Early-Stage Breast Cancer', Clinical chemistry, vol. 68, no. 6, pp. 837-847. https://doi.org/10.1093/clinchem/hvac028