Evaluation of the Aggressive-Variant Prostate Cancer Molecular Signature in Clinical Laboratory Improvement Amendments (CLIA) Environments.
Paul V ViscuseRebecca S Slack TidwellMiao ZhangPrih RohraKeyi ZhuF Anthony San LucasEric Quentin KonnickPatrick G PilieBilal A SiddiquiChristopher J LogothetisPaul CornSumit K SubudhiColin C PritchardRama SoundararajanAna AparicioPublished in: Cancers (2023)
Aggressive-variant prostate cancers (AVPCs) are a subset of metastatic castrate-resistant prostate cancers (mCRPCs) characterized by defects in ≥ two of three of TP53 , RB1 , and PTEN (AVPCm), a profile linked to lineage plasticity, androgen indifference, and platinum sensitivity. Men with mCRPC undergoing biopsies for progression were assessed for AVPCm using immunohistochemistry (IHC), next-generation sequencing (NGS) of solid tumor DNA (stDNA), and NGS of circulating tumor DNA (ctDNA) assays in CLIA-certified labs. Biopsy characteristics, turnaround times, inter-reader concordance, and inter-assay concordance were assessed. AVPCm was detected in 13 (27%) patients via IHC, two (6%) based on stDNA, and seven (39%) based on ctDNA. The concordance of the IHC reads between pathologists was variable. IHC had a higher detection rate of AVPCm + tumors with the shortest turnaround times. stDNA had challenges with copy number loss detection, limiting its detection rate. ctDNA detected the greatest proportion of AVPCm + tumors but had a low tumor content in two thirds of patients. These data show the operational characteristics of AVPCm detection using various assays, and inform trial design using AVPCm as a criterion for patient selection or stratification.
Keyphrases
- circulating tumor
- prostate cancer
- copy number
- end stage renal disease
- circulating tumor cells
- cell free
- newly diagnosed
- ejection fraction
- chronic kidney disease
- loop mediated isothermal amplification
- high throughput
- mitochondrial dna
- real time pcr
- prognostic factors
- squamous cell carcinoma
- small cell lung cancer
- peritoneal dialysis
- label free
- radical prostatectomy
- single molecule
- patient reported outcomes
- genome wide
- electronic health record
- gene expression
- randomized controlled trial
- signaling pathway
- machine learning
- big data
- artificial intelligence
- sensitive detection
- phase iii
- middle aged
- nucleic acid