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血浆 DNA 甲基化谱在肺癌、肺纤维化和 COPD 中的诊断性能。

Diagnostic Performance of Plasma DNA Methylation Profiles in Lung Cancer, Pulmonary Fibrosis and COPD.

机构信息

AIT - Austrian Institute of Technology, Health & Environment Department, Molecular Diagnostics Unit, Muthgasse 11/2, 1190 Vienna, Austria.

Medical University of Vienna, Clinical Department for Pulmonology, Spitalgasse 23, 1090 Vienna, Austria.

出版信息

EBioMedicine. 2015 Jul 2;2(8):929-36. doi: 10.1016/j.ebiom.2015.06.025. eCollection 2015 Aug.

Abstract

Disease-specific alterations of the cell-free DNA methylation status are frequently found in serum samples and are currently considered to be suitable biomarkers. Candidate markers were identified by bisulfite conversion-based genome-wide methylation screening of lung tissue from lung cancer, fibrotic ILD, and COPD. cfDNA from 400 μl serum (n = 204) served to test the diagnostic performance of these markers. Following methylation-sensitive restriction enzyme digestion and enrichment of methylated DNA via targeted amplification (multiplexed MSRE enrichment), a total of 96 markers were addressed by highly parallel qPCR. Lung cancer was efficiently separated from non-cancer and controls with a sensitivity of 87.8%, (95%CI: 0.67-0.97) and specificity 90.2%, (95%CI: 0.65-0.98). Cancer was distinguished from ILD with a specificity of 88%, (95%CI: 0.57-1), and COPD from cancer with a specificity of 88% (95%CI: 0.64-0.97). Separation of ILD from COPD and controls was possible with a sensitivity of 63.1% (95%CI: 0.4-0.78) and a specificity of 70% (95%CI: 0.54-0.81). The results were confirmed using an independent sample set (n = 46) by use of the four top markers discovered in the study (HOXD10, PAX9, PTPRN2, and STAG3) yielding an AUC of 0.85 (95%CI: 0.72-0.95). This technique was capable of distinguishing interrelated complex pulmonary diseases suggesting that multiplexed MSRE enrichment might be useful for simple and reliable diagnosis of diverse multifactorial disease states.

摘要

在血清样本中经常发现与疾病特异性相关的游离 DNA 甲基化状态改变,目前被认为是合适的生物标志物。通过对肺癌、纤维化间质性肺病和 COPD 患者的肺组织进行基于亚硫酸氢盐转化的全基因组甲基化筛选,鉴定出候选标志物。从 400μl 血清(n=204)中提取 cfDNA 来检测这些标志物的诊断性能。在经过甲基化敏感的限制性内切酶消化和靶向扩增富集甲基化 DNA(多重 MSRE 富集)后,使用高通量 qPCR 检测了总共 96 个标志物。该方法能够高效地区分肺癌与非癌症和对照组,敏感性为 87.8%(95%CI:0.67-0.97),特异性为 90.2%(95%CI:0.65-0.98)。该方法将癌症与间质性肺病区分开来的特异性为 88%(95%CI:0.57-1),将癌症与 COPD 区分开来的特异性为 88%(95%CI:0.64-0.97)。ILD 与 COPD 和对照组的区分具有 63.1%(95%CI:0.4-0.78)的敏感性和 70%(95%CI:0.54-0.81)的特异性。通过使用研究中发现的四个最佳标志物(HOXD10、PAX9、PTPRN2 和 STAG3)对独立样本集(n=46)进行验证,结果得到了进一步确认,AUC 为 0.85(95%CI:0.72-0.95)。该技术能够区分相关的复杂肺部疾病,表明多重 MSRE 富集可能有助于简单可靠地诊断多种多因素疾病状态。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe1/4563135/1d96791a77da/gr1.jpg

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