A Droplet Digital Polymerase Chain Reaction-Based Tool to Aid in Melanoma Diagnosis.

Jason R McFadden, Iman Salem, Mirjana Stevanovic, Rachael E Barney, Advaita S Chaudhari, Meagan Ann Chambers, Keegan O'Hern, Jeffrey M Cloutier, Shaofeng Yan, Alvaro J Ramos-Rodriguez, Darcy Arendt Kerr, Shabnam Momtahen, Robert E LeBlanc, Gregory J Tsongalis, Edward G Hughes, Aravindhan Sriharan
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Abstract

Context.—: Detecting copy number variations (CNVs) at certain loci can aid in the diagnosis of histologically ambiguous melanocytic neoplasms. Droplet digital polymerase chain reaction (ddPCR) is a rapid, automated, and inexpensive method for CNV detection in other cancers, but not yet melanoma.

Objective.—: To evaluate the performance of a 4-gene ddPCR panel that simultaneously tests for ras responsive binding element protein 1 (RREB1) gain; cyclin-dependent kinase inhibitor 2A (CDKN2A) loss; MYC proto-oncogene, bHLH transcription factor (MYC) gain; and MYB proto-oncogene, transcription factor (MYB) loss in melanocytic neoplasms.

Design.—: One hundred sixty-four formalin-fixed, paraffin-embedded skin samples were used to develop the assay, of which 65 were used to evaluate its performance. Chromosomal microarray analysis (CMA) data were used as the gold standard.

Results.—: ddPCR demonstrated high concordance with CMA in detecting RREB1 gain (sensitivity, 86.7%; specificity, 88.9%), CDKN2A loss (sensitivity, 80%; specificity, 100%), MYC gain (sensitivity, 70%; specificity, 100%), and MYB loss (sensitivity, 71.4%; specificity, 100%). When one CNV was required to designate the test as positive, the 4-gene ddPCR panel distinguished nevi from melanomas with a sensitivity of 78.4% and a specificity of 71.4%. For reference, CMA had a sensitivity of 86.2% and a specificity of 78.6%. Our data also revealed interesting relationships with histology, namely (1) a positive correlation between RREB1 ddPCR copy number and degree of tumor progression; (2) a statistically significant correlation between MYC gain and nodular growth; and (3) a statistically significant correlation between MYB loss and a sheetlike pattern of growth.

Conclusions.—: With further validation, ddPCR may aid both in our understanding of melanomagenesis and in the diagnosis of challenging melanocytic neoplasms.

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基于液滴数字聚合酶链反应的黑色素瘤诊断辅助工具
背景检测某些基因位点的拷贝数变异(CNV)有助于诊断组织学上不明确的黑色素细胞肿瘤。液滴数字聚合酶链反应(ddPCR)是一种快速、自动、廉价的CNV检测方法,适用于其他癌症,但还不适用于黑色素瘤:评估同时检测黑色素细胞瘤中ras反应结合元件蛋白1(RREB1)增殖、细胞周期蛋白依赖性激酶抑制剂2A(CDKN2A)缺失、MYC原癌基因、bHLH转录因子(MYC)增殖和MYB原癌基因、转录因子(MYB)缺失的4基因ddPCR面板的性能:164 份经福尔马林固定、石蜡包埋的皮肤样本用于开发该检测方法,其中 65 份用于评估其性能。结果:在检测RREB1增殖(灵敏度为86.7%;特异性为88.9%)、CDKN2A缺失(灵敏度为80%;特异性为100%)、MYC增殖(灵敏度为70%;特异性为100%)和MYB缺失(灵敏度为71.4%;特异性为100%)方面,ddPCR与CMA具有很高的一致性。当需要一个 CNV 才能将检测定为阳性时,4 基因 ddPCR 面板区分痣和黑色素瘤的灵敏度为 78.4%,特异性为 71.4%。作为参考,CMA 的灵敏度为 86.2%,特异性为 78.6%。我们的数据还揭示了与组织学的有趣关系,即:(1) RREB1 ddPCR拷贝数与肿瘤进展程度呈正相关;(2) MYC增殖与结节状生长呈统计学显著相关;(3) MYB缺失与片状生长模式呈统计学显著相关:结论:经进一步验证后,ddPCR 可帮助我们了解黑色素瘤的成因,并有助于诊断具有挑战性的黑色素细胞肿瘤。
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