Analytical Validation of an Immunohistochemical 7-Biomarker Prognostic Assay (immunoprint ® ) for Early-Stage Cutaneous Melanoma in Archival Tissue of Patients with AJCC v8 T2-T3 Disease.
Mirjana ZiemerBeate Weidenthaler-BarthPhilipp GussekMaja PfeifferJohannes KleemannKatrin BankovPeter J WildSilke SeiboldPriyavathi SureshkumarPatricia NickelAnton StrobelMarkus WernerStephan GrabbePublished in: Diagnostics (Basel, Switzerland) (2023)
Selected patients with early-stage melanoma have a "hidden high risk" of poor oncologic outcomes. They might benefit from clinical trials, and ultimately, if warranted by trial results, judicious everyday use of adjuvant therapy. A promising tool to identify these individuals is the immunoprint ® assay. This immunohistochemical 7-biomarker prognostic test was clinically validated in three independent cohorts (N = 762) to classify early-stage patients as high-risk or low-risk regarding melanoma recurrence and mortality. Using College of American Pathologists (CAP) recommendations, we analytically validated this assay in primary melanoma specimens (N = 20 patients). We assessed assay precision by determining consistency of risk classification under repeated identical conditions (repeatability) or across varying conditions (reproducibility), involving separate assay runs, operators (laboratory scientists), and/or observers (e.g., dermatopathologists). Reference classification was followed by five analytical validation phases: intra-run/intra-operator, intra-observer, inter-run, inter-operator, and inter-observer. Concordance of classifications in each phase was assessed via Fleiss' kappa (primary endpoint) and percent agreement (secondary endpoint). Seven-marker signature classification demonstrated high consistency across validation categories (Fleiss' kappa 0.864-1.000; overall percent agreement 95-100%), in 9/10 cases, exceeding, and in 1/10 cases, closely approaching, CAP's recommended 0.9 level. The 7-marker assay has now been verified to provide excellent repeatability, reproducibility, and precision, besides having been clinically validated.
Keyphrases
- early stage
- high throughput
- end stage renal disease
- clinical trial
- newly diagnosed
- machine learning
- chronic kidney disease
- deep learning
- ejection fraction
- peritoneal dialysis
- type diabetes
- prostate cancer
- prognostic factors
- randomized controlled trial
- sentinel lymph node
- cardiovascular disease
- radiation therapy
- risk factors
- lymph node
- rectal cancer
- mass spectrometry
- coronary artery disease
- phase iii
- insulin resistance
- skeletal muscle
- clinical practice
- single cell
- radical prostatectomy
- metabolic syndrome