Performance of a 52-gene NGS panel combined with shallow WGS for accurate HRD analysis.
Abstract
e17570 Background: Homologous recombination deficiency (HRD) is a pivotal biomarker for predicting response to PARP inhibitors in multiple cancers. This study evaluates the analytical performance of a 53-gene somatic NGS panel combined with low-pass whole genome sequencing (shallow WGS, sWGS) for HRD assessment. Methods: In the present study, 36 FFPE tissues from ovarian cancer patients were analyzed for 52 genes implicated in DNA repair pathways, along with sWGS for the evaluation of tumor genomic instability (GI). Libraries were generated with the KAPA HyperPlus Kit (Roche) and sequenced in duplicate using the Avity sequencing instrument (Element Bioscience) and the DNBSEQ-G400 NGS platform, subsequent to conversion for compatibility with MGI chemistry. HRD positivity was defined as either the presence of pathogenic BRCA1/2 mutations or high GI. Data analysis was performed using the SeqOne platform. The performance of the sWGS assay in detecting GI was initially assessed using the OncoScan CNV assay for 15 samples, as well as 4 reference materials with known HRD status. The efficacy of sWGS was also evaluated by comparing its agreement with the GI scores obtained from the validated HRD test (Myriad MyChoice) in 21 samples. Results: A 93% agreement was observed between the sWGS assay and OncoScan, demonstrating strong concordance. Additionally, the assay accurately evaluated the HRD status in all 4 reference samples with known values. The results obtained were highly similar between the two sequencing platforms. In addition, shallow NGS achieved >95% overall percentage agreement (OPA) with the validated HRD test for genomic instability score (Table 1). 5 of the 6 samples with discordant GI findings between Myriad and OncoScan aligned with the Myriad results when analyzed with sWGS. This implies that sWGS has the potential to resolve the discrepancies that were observed with OncoScan, thereby indicating its reliability as a robust alternative for HRD analysis. Conclusions: The assay demonstrated robust performance in detecting HRD-associated genomic signatures, supporting its applicability in clinical use. The reliability of the NGS assay for clinical use is guaranteed by its high concordance (95%) with the validated test, which entails the incorporation of shallow WGS for HRD analysis. Concordance between Myriad MyChoice and shallow WGS. Validated HRD Test HRD + HRD - PPV NPV OPA r Shallow WGS HRD HRD + 13 0 100% 88% 95.24% 0.9014 HRD - 1 7 p< .00001
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (20)
Paul Kubelac Milan
Oncology Institute Cluj Napoca, Napoca, Romania
Iulian Hotinceanu
Genekor Medical S.R.L., Bucharest, Romania
Andreea Truican
Genekor Medical S.R.L., Bucharest, Romania
Mioara-Maria Caldaraș
Genekor Medical S.R.L., Bucharest, Romania
Vlad Alexandru Manolescu
Amethyst Cluj Napoca, Floresti; Cluj Napoca, Romania
Iulia Monica Groza
Oncology Institute, Clus-Napoca, Romania
Cristian-Ervin Gal
Euroclinic Regina Maria, Bucharest, Romania
Dana Lucia Stanculeanu
University of Medicine and Pharmacy "Carol Davila“ & Institute of Oncology Bucharest "Prof. Dr. Al. Trestioreanu”, Bucuresti, Romania
Aurelia Alexandru
Polixenia Iorga
Elias University Emergency Hospital, Bucharest, Romania
Dragos Mircea Median
Filantropia Clinical Hospital Bucharest, Bucharest, Romania
Loredana Tuinea
Filantropia Clinical Hospital, Bucharest, Romania
Bogdan Gafton
Regional Oncology Institute, Iasi, Romania
Simona Volovaţ
Regional Oncology Institute, Iași, Romania
Rareș Tiberiu Moldovan
Piatra Neamţ County Hospital, Piatra Neamţ, Romania
Norina Macra
Oncohelp Timișoara, Timișoara, Romania
Daniela Nagy
Oncohelp Timișoara, Timișoara, Romania
Florinel Pop
Genekor Medical S.R.L., Bucharest, Romania
Eirini Papadopoulou
George Nasioulas