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A Prognostic Test to Predict the Risk of Metastasis in Uveal Melanoma Based on a 15-Gene Expression Profile

机译:基于15基因表达谱预测葡萄膜黑色素瘤转移风险的预后测试

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摘要

Uveal (ocular) melanoma is an aggressive cancer that metastasizes in up to half of patients. Uveal melanoma spreads preferentially to the liver, and the metastatic disease is almost always fatal. There are no effective therapies for advanced metastatic disease, so the most promising strategy for improving survival is to detect metastasis at an earlier stage or to treat high-risk patients in an adjuvant setting. An accurate test for identifying high-risk patients would allow for such personalized management as well as for stratification of high-risk patients into clinical trials of adjuvant therapy.We developed a gene expression profile (GEP) that distinguishes between primary uveal melanomas that have a low metastatic risk (class 1 tumors) and those with a high metastatic risk (class 2 tumors). We migrated the GEP from a high-density microarray platform to a 15-gene, qPCR-based assay that is now performed in a College of American Pathologists (CAP)-accredited Clinical Laboratory Improvement Amendments (CLIA)-certified laboratory on a routine clinical basis on very small samples obtained by fine needle aspiration and on archival formalin-fixed specimens. We collaborated with several centers to show that our specimen collection protocol was easily learned and performed and that it allowed samples to be safely and reliably transported from distant locations with a very low failure rate. Finally, we showed in a multicenter, prospective study that our GEP assay is highly accurate for predicting which patients will develop metastatic disease, and it was significantly superior to the previous gold standard, chromosome 3 testing for monosomy 3. This is the only prognostic test in uveal melanoma ever to undergo such extensive validation, and it is currently being used in a commercial format under the trade name DecisionDx-UM in over 100 centers in the USA and Canada.
机译:葡萄膜(眼)黑色素瘤是一种侵袭性癌症,最多可转移一半患者。葡萄膜黑色素瘤优先扩散至肝脏,而转移性疾病几乎总是致命的。目前尚无针对晚期转移性疾病的有效疗法,因此提高生存率的最有希望的策略是在早期发现转移或在辅助治疗中治疗高危患者。准确的测试可识别高危患者,从而可以进行个性化管理,并将高危患者分层进行辅助治疗的临床试验。我们开发了一种基因表达谱(GEP),可将原发性葡萄膜黑色素瘤与低转移风险(1类肿瘤)和高转移风险(2类肿瘤)。我们将GEP从高密度微阵列平台迁移到了基于15基因,基于qPCR的检测方法,该方法现在在美国病理学家学院(CAP)认可的临床实验室改进修正案(CLIA)认证的常规临床实验室中进行基于通过细针抽吸获得的极少量样品以及基于档案福尔马林固定的样品。我们与几个中心合作,证明我们的标本采集规程易于学习和执行,并且可以安全,可靠地从很低的故障率将标本从遥远的地方运输出去。最后,我们在一项多中心的前瞻性研究中表明,我们的GEP分析可高度准确地预测哪些患者将发生转移性疾病,并且显着优于以前的金标准(3号染色体对3号染色体的检测),这是唯一的预后检验。葡萄膜黑色素瘤中的“黑素瘤”曾经经历过如此广泛的验证,目前已在美国和加拿大的100多个中心以商品名DecisionDx-UM以商业形式使用。

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