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整合痰液中的DNA甲基化和微小RNA生物标志物用于肺癌检测。

Integrating DNA methylation and microRNA biomarkers in sputum for lung cancer detection.

作者信息

Su Yun, Fang HongBin, Jiang Feng

机构信息

Department of Surgery, Jiangsu Province Hospital of Nanjing University of Chinese Medicine, 138 Xianlin Road, Nanjing, 210023 China.

Department of Epidemiology, University of Maryland School of Medicine, Baltimore, MD USA.

出版信息

Clin Epigenetics. 2016 Oct 19;8:109. doi: 10.1186/s13148-016-0275-5. eCollection 2016.

DOI:10.1186/s13148-016-0275-5
PMID:27777637
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5070138/
Abstract

BACKGROUND

Abnormal microRNA (miRNA) expressions and promoter methylation of genes detected in sputum may provide biomarkers for non-small lung cancer (NSCLC). Here, we evaluate the individual and combined analysis of the two classes of sputum molecular biomarkers for NSCLC detection.

RESULTS

We analyze expression of 3 miRNAs (miR-21, miR-31, and miR-210) and methylation of 3 genes (, , and ), which were previously identified as potential biomarkers for NSCLC, in sputum of a set of 117 stage I NSCLC patients and 174 cancer-free smokers. The results are validated in a different set of 144 stage I NSCLC patients and 171 controls. The panel of 3 miRNA biomarkers has 81.5 % sensitivity and 85.9 % specificity; the panel of 3 methylation biomarkers displays 82.9 % sensitivity and 76.4 % specificity for NSCLC detection. Integrated analysis of 2 miRNAs (miR-31 and miR-210) and 2 genes ( and ) yields higher sensitivity (87.3 %) and specificity (90.3 %) compared with the individual panels of the biomarkers ( < 0.05). Combined analysis of all the 3 miRNAs and 3 genes does not have performance superior to that of the panel of 2 miRNAs and 2 genes ( > 0.05). The performance of combined use of the two classes of biomarkers was confirmed in the validation set.

CONCLUSIONS

The integration of two different classes of biomarkers synergistically improves both the sensitivity and the specificity for the early detection of NSCLC.

摘要

背景

痰液中检测到的异常微小RNA(miRNA)表达和基因启动子甲基化可能为非小细胞肺癌(NSCLC)提供生物标志物。在此,我们评估这两类痰液分子生物标志物用于NSCLC检测的单独及联合分析。

结果

我们分析了3种miRNA(miR-21、miR-31和miR-210)的表达以及3个基因(此处原文缺失基因名称)的甲基化情况,这些先前被确定为NSCLC的潜在生物标志物,分析对象为117例I期NSCLC患者和174名无癌吸烟者的痰液。结果在另一组144例I期NSCLC患者和171名对照中得到验证。3种miRNA生物标志物组合的灵敏度为81.5%,特异性为85.9%;3种甲基化生物标志物组合对NSCLC检测的灵敏度为82.9%,特异性为76.4%。与单个生物标志物组合相比,2种miRNA(miR-31和miR-210)和2个基因(此处原文缺失基因名称)的综合分析产生了更高的灵敏度(87.3%)和特异性(90.3%)(P<0.05)。所有3种miRNA和3个基因的联合分析性能并不优于2种miRNA和2个基因的组合(P>0.05)。两类生物标志物联合使用的性能在验证集中得到证实。

结论

两种不同类型生物标志物的整合协同提高了NSCLC早期检测的灵敏度和特异性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9d59/5070138/bf34dec9f91d/13148_2016_275_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9d59/5070138/bf34dec9f91d/13148_2016_275_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9d59/5070138/bf34dec9f91d/13148_2016_275_Fig1_HTML.jpg

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