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Integration of gene expression and DNA methylation profiles provides a molecular subtype for risk assessment in atherosclerosis

机译:基因表达和DNA甲基化谱的整合为动脉粥样硬化的风险评估提供了分子亚型

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The aim of the present study was to identify an effective method for detecting early-phase atherosclerosis (AS), as well as to provide useful DNA methylation profiles to serve as biomarkers for the detection of AS. A total of 300 individuals (150 AS patients and 150 healthy subjects) were recruited for peripheral blood DNA methylation analyses at 12 gene promoter loci using nested methylation-specific polymerase chain reaction in a test set. Based on the test set, the promoter methylation of TIMP metallopeptidase inhibitor 1 (TIMP1), ATP binding cassette subfamily A member 1 (ABCA1), and acetyl-CoA acetyltransferase 1 (ACAT1) were determined to be candidate biomarkers; demonstrating the highest sensitivity (88%) and specificity (90%). The biomarkers that were candidates for early AS detection were validated in an independent validation set (n=100). In the validation set, the combination of TIMP1, ABCA1 and ACAT1 methylation achieved sensitivity, specificity and coincidence rate values of 88, 70 and 79%, respectively. In the current pilot study, the patterns of DNA methylation of AS-associated genes were observed to be significantly altered in the peripheral blood of AS patients. Thus, the AS-specific methylation of the three-gene panel (TIMP1, ABCA1, and ACAT1) may serve as a valuable biomarker for the early detection of AS.
机译:本研究的目的是确定一种检测早期动脉粥样硬化(AS)的有效方法,并提供有用的DNA甲基化图谱,作为检测AS的生物标记。使用测试集中的嵌套甲基化特异性聚合酶链反应,招募了总共300名个体(150名AS患者和150名健康受试者)用于12个基因启动子位点的外周血DNA甲基化分析。根据测试集,确定TIMP金属肽酶抑制剂1(TIMP1),ATP结合盒亚家族A成员1(ABCA1)和乙酰辅酶A乙酰转移酶1(ACAT1)的启动子甲基化为候选生物标记。展示出最高的灵敏度(88%)和特异性(90%)。在独立的验证集中验证了早期AS检测候选生物标志物(n = 100)。在验证集中,TIMP1,ABCA1和ACAT1甲基化的组合分别实现了88%,70%和79%的灵敏度,特异性和符合率值。在当前的先导研究中,观察到AS相关基因的DNA甲基化模式在AS患者的外周血中显着改变。因此,三基因组(TIMP1,ABCA1和ACAT1)的AS特异性甲基化可作为AS早期检测的有价值的生物标记。

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