Association between traditional clinical high-risk features and gene expression profile classification in uveal melanoma

2017 ◽  
Vol 256 (2) ◽  
pp. 421-427 ◽  
Author(s):  
Brandon T. Nguyen ◽  
Ryan S. Kim ◽  
Maria E. Bretana ◽  
Eric Kegley ◽  
Amy C. Schefler
Retina ◽  
2019 ◽  
Vol 39 (6) ◽  
pp. 1154-1164 ◽  
Author(s):  
Duncan Berry ◽  
Michael Seider ◽  
Sandra Stinnett ◽  
Prithvi Mruthyunjaya ◽  
Amy C. Schefler

Retina ◽  
2018 ◽  
pp. 1 ◽  
Author(s):  
Duncan E. Berry ◽  
Amy C. Schefler ◽  
Michael I. Seider ◽  
Miguel Materin ◽  
Sandra Stinnett ◽  
...  

Ophthalmology ◽  
2017 ◽  
Vol 124 (10) ◽  
pp. 1532-1539 ◽  
Author(s):  
Prithvi Mruthyunjaya ◽  
Michael I. Seider ◽  
Sandra Stinnett ◽  
Amy Schefler ◽  
Prithvi Mruthyunjaya ◽  
...  

2020 ◽  
Vol 38 (15_suppl) ◽  
pp. e22091-e22091
Author(s):  
Chrysalyne Schmults ◽  
Kyle R. Covington ◽  
Sarah J. Kurley ◽  
Robert W. Cook

e22091 Background: Deaths due to cSCC are expected to exceed melanoma-specific deaths. With the demonstration of effective therapies for advanced cSCC, and as treatment of patients in the adjuvant setting is considered, accurate prognosis is critical. For improved identification of ‘high-risk’ patients, with biologically aggressive disease capable of metastasis, a prognostic 40-gene expression profile (40-GEP) test was validated using an independent cohort of patients with high-risk cSCC and known clinical outcomes. The test identified three groups with increasing metastasis risk profiles: Class 1 (low risk), Class 2A (high risk), and Class 2B (highest risk) having metastasis rates of 8.9%, 20.4%, and 60%, respectively. Multivariable analysis demonstrated prognostic efficacy of the 40-GEP test alone and in combination with clinicopathological staging systems. This study evaluated risk stratification with concurrent consideration of the 40-GEP result and the Brigham and Women’s Hospital (BWH) stage. The primary objective was evaluation of the potential impact of the 40-GEP on adjuvant clinical trial design. Methods: To determine if a 40-GEP Class 2B result could optimize clinical trial accrual, metastasis rates of BWH high-risk T stage patients (T2b-T3) alone and in combination with 40-GEP results from the validation cohort were used for two-arm trial sample size calculations. Results: Metastasis rates for cases with T2b-T3 tumors increased from 35.1% to 71.4% when selecting for T2b-T3 cases with a 40-GEP Class 2B result. To provide 80% power to detect hazard ratio of 0.6 with 3 years of follow-up (alpha = 0.05), in line with improvement rates by addition of radiation to surgery, 434 T2b-T3 patients are required for randomization. However, sample size could be reduced by 51% to 214 patients by focusing enrollment on T2b-T3 patients with a 40-GEP Class 2B result. Conclusions: These results support the incorporation of the 40-GEP test into selection processes for patients with T2b-T3 tumors who are at the highest risk for metastasis and appropriate for adjuvant clinical trials.


2021 ◽  
Author(s):  
Sherri Borman ◽  
Jeff Wilkinson ◽  
Lauren Meldi-Sholl ◽  
Clare Johnson ◽  
Kelsey Carter ◽  
...  

Abstract Background To improve identification of patients with cutaneous squamous cell carcinoma (SCC) at high risk for metastatic disease, the DecisionDx-SCC assay, a prognostic 40-gene expression profile (40-GEP) test, was developed and validated. The 40-GEP assay utilizes RT-PCR gene expression analysis on primary tumor biopsy tissue to evaluate the expression of 34 signature gene targets and 6 normalization genes. The test provides classifications of low risk (Class 1), moderate risk (Class 2A), and high risk (Class 2B) of metastasis within 3 years of diagnosis. The primary objective of this study was to validate the analytical performance of the 40 gene expression signature. Methods The repeatability and reproducibility of the 40-GEP test was evaluated by performance of inter-assay, intra-assay, and inter-operator precision experiments along with monitoring the reliability of sample and reagent stability for class call concordance. The technical performance of clinical orders from September 2020 through July 2021 for the 40-GEP test was assessed. Results Patient hematoxylin and eosin (H&E) stained slides were reviewed by a board-certified pathologist to assess minimum acceptable tumor content. Class specific controls (Class 1 and Class 2B) were evaluated with Levey Jennings analysis and demonstrated consistent and reproducible results. Inter-assay, inter-operator and intra-assay concordance were all ≥90%, with short-term and long-term RNA stability also meeting minimum concordance requirements. Of the 2,446 orders received, 93.4% remained eligible for testing, with 96.8% of all tested samples that completed the assay demonstrating actionable class call results. Conclusion DecisionDx-SCC demonstrates a high degree of analytical precision, yielding high concordance rates across multiple performance experiments, along with exhibiting robust technical reliability on clinical samples.


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