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人黑色素瘤样本中的离子通道表达:分子靶点的计算机识别与实验验证

Ion Channel Expression in Human Melanoma Samples: In Silico Identification and Experimental Validation of Molecular Targets.

作者信息

D'Arcangelo Daniela, Scatozza Francesca, Giampietri Claudia, Marchetti Paolo, Facchiano Francesco, Facchiano Antonio

机构信息

Istituto Dermopatico dell'Immacolata (IDI-IRCCS), 00167 Rome, Italy.

Department of Anatomy, Histology, Forensic Medicine and Orthopedics, Unit of Histology and Medical Embryology, Sapienza University of Rome, 00161 Rome, Italy.

出版信息

Cancers (Basel). 2019 Mar 29;11(4):446. doi: 10.3390/cancers11040446.

Abstract

Expression of 328 ion channel genes was investigated, by in silico analysis, in 170 human melanoma samples and controls. Ninety-one members of this gene-family (i.e., about 28%) show a significant ( < 0.05) differential expression in melanoma- vs. nevi-biopsies, taken from the GEO database. ROC (receiver operating characteristic) analysis selected 20 genes as potential markers showing the highest discrimination ability of melanoma vs. nevi (AUC > 0.90 and < 0.0001). These 20 genes underwent a first in silico-validation round in an independent patients-dataset from GEO. A second-in silico-validation step was then carried out on a third human dataset in Oncomine. Finally, five genes were validated, showing extremely high sensitivity and specificity in melanoma detection (>90% in most cases). Such five genes (namely, , , , , ) are novel potential melanoma markers or molecular targets, never previously related to melanoma. The "druggable genome" analysis was then carried out. Miconazole, an antifungal drug commonly used in clinics, is known to target , the best candidate among the five identified genes. Miconazole was then tested in vitro in proliferation assays; it dose-dependently inhibited proliferation up to 90% and potently induced cell-death in A-375 and SKMEL-28 melanoma cells, while it showed no effect in control cells. Moreover, specific silencing of ion channel was achieved by siRNA transfection; under such condition miconazole strongly increases its anti-proliferative effect. In conclusion, the present study identified five ion channels that can potentially serve as sensitive and specific markers in human melanoma specimens and demonstrates that the antifungal drug miconazole, known to target one of the five identified ion channels, exerts strong and specific anti-melanoma effects in vitro.

摘要

通过计算机分析,在170例人类黑色素瘤样本和对照中研究了328个离子通道基因的表达情况。该基因家族的91个成员(即约28%)在取自GEO数据库的黑色素瘤活检与痣活检样本中表现出显著的(<0.05)差异表达。ROC(受试者工作特征)分析选择了20个基因作为潜在标志物,这些基因对黑色素瘤与痣具有最高的鉴别能力(AUC>0.90且<0.0001)。这20个基因在来自GEO的独立患者数据集中进行了第一轮计算机验证。然后在Oncomine中的第三个人类数据集中进行了第二轮计算机验证步骤。最后,五个基因得到验证,在黑色素瘤检测中显示出极高的敏感性和特异性(大多数情况下>90%)。这五个基因(即, , , , )是新型潜在的黑色素瘤标志物或分子靶点,此前从未与黑色素瘤相关。随后进行了“可药物基因组”分析。咪康唑是临床上常用的抗真菌药物,已知它靶向五个已鉴定基因中最佳的候选基因。然后在增殖试验中对咪康唑进行体外测试;它在剂量依赖性上抑制增殖高达90%,并在A - 375和SKMEL - 28黑色素瘤细胞中强烈诱导细胞死亡,而在对照细胞中无作用。此外,通过siRNA转染实现了离子通道的特异性沉默;在这种情况下,咪康唑强烈增强其抗增殖作用。总之,本研究鉴定了五个离子通道,它们有可能作为人类黑色素瘤标本中的敏感和特异性标志物,并证明了已知靶向五个已鉴定离子通道之一的抗真菌药物咪康唑在体外具有强大且特异性的抗黑色素瘤作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a58c/6520727/9a92ee8cd68b/cancers-11-00446-g001.jpg

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