A Benchmark of In-House Homologous Recombination Repair Deficiency Testing Solutions for High-Grade Serous Ovarian Cancer Diagnosis

Сравнительная оценка внутренних решений для тестирования дефицита восстановления по гомологичной рекомбинации в диагностике серозного рака яичников высокой степени злокачественности
Guilherme Lopes Yamamoto, Matheus Carvalho Bürger, Fernanda Milanezi, Luiz Gustavo Dufner‐Almeida, Fabiana Meliso, Cristovam Scapulatempo‐Neto, Rodrigo Guarischi‐Sousa, José Eduardo Kroll, Adriano Bonaldi, Paulo Marques Pierry, Darine Villela, Camila Alves Souza, Juliana Santos Silva, Felipe Azevedo Oliveira, Marcelo Gomes de Paula, Priscilla Morais Monfredini, Ana Gabriela de Oliveira
2023-10-24

Myriad MyChoice®SOPHiA DDM™ HRD Solutionhigh-grade serous ovarian cancerhomologous recombination deficiency (HRD)next-generation sequencing (NGS)-based HRD tests
Homologous recombination deficiency (HRD) has become an important prognostic and predictive biomarker for patients with high-grade serous ovarian cancer who may benefit from poly-ADP ribose polymerase inhibitors (PARPi) and platinum-based therapies. HRD testing provides relevant information to personalize patients’ treatment options and has been progressively incorporated into diagnostic laboratories. Here, we assessed the performance of an in-house HRD testing system deployable in a diagnostic clinical setting, comparing results from two commercially available next-generation sequencing (NGS)-based tumor tests (SOPHiA DDMTM HRD Solution and AmoyDx® (HRD Focus Panel)) with the reference assay from Myriad MyChoice® (CDx). A total of 85 ovarian cancer samples were subject to HRD testing. An overall strong correlation was observed across the three assays evaluated, regardless of the different underlying methods employed to assess genomic instability, with the highest pairwise correlation between Myriad and SOPHiA (R = 0.87, p-value = 3.39 × 10−19). The comparison of the assigned HRD status to the reference Myriad’s test revealed a positive predictive value (PPV) and negative predictive value (NPV) of 90.9% and 96.3% for SOPHiA’s test, while AmoyDx’s test achieved 75% PPV and 100% NPV. This is the largest HRD testing evaluation using different methodologies and provides a clear picture of the robustness of NGS-based tests currently offered in the market. Our data shows that the implementation of in-house HRD testing in diagnostic laboratories is technically feasible and can be reliably performed with commercial assays. Also, the turnaround time is compatible with clinical needs, making it an ideal alternative to offer to a broader number of patients while maintaining high-quality standards at more accessible price tiers.
1
Across 85 ovarian cancer samples, three NGS-based HRD assays showed strong overall correlation, with highest pairwise correlation between Myriad and SOPHiA (R = 0.87, p = 3.39×10^-19).
2
AmoyDx HRD Focus Panel achieved 75% PPV and 100% NPV for HRD status compared to the Myriad MyChoice reference.
3
An in-house HRD testing system for high-grade serous ovarian cancer is technically feasible and reliably deployable in diagnostic laboratories.
4
Implementing in-house NGS-based HRD testing offers clinically compatible turnaround time and can expand patient access at more accessible price tiers while maintaining high-quality standards.
5
SOPHiA DDM HRD Solution achieved 90.9% PPV and 96.3% NPV for HRD status compared to the Myriad MyChoice reference.

In-house homologous recombination deficiency (HRD) testing system for high-grade serous ovarian cancer samples (compared with SOPHiA DDM HRD Solution, AmoyDx HRD Focus Panel, and Myriad MyChoice CDx)

Analytical performance and diagnostic concordance of NGS-based HRD tests: correlation, positive/negative predictive values, robustness, feasibility and turnaround time for implementation in diagnostic laboratories

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2023-10-24
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Authors
Guilherme Lopes Yamamoto
Matheus Carvalho Bürger
Fernanda Milanezi
Luiz Gustavo Dufner‐Almeida
Fabiana Meliso
Cristovam Scapulatempo‐Neto
Rodrigo Guarischi‐Sousa
José Eduardo Kroll
Adriano Bonaldi
Paulo Marques Pierry
Darine Villela
Camila Alves Souza
Juliana Santos Silva
Felipe Azevedo Oliveira
Marcelo Gomes de Paula
Priscilla Morais Monfredini
Ana Gabriela de Oliveira
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