Melnikov Anatoliy A, Scholtens Denise, Talamonti Mark S, Bentrem David J, Levenson Victor V
Robert H Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
J Surg Oncol. 2009 Feb 1;99(2):119-22. doi: 10.1002/jso.21208.
Detection of pancreatic cancer by blood-based test may improve outcomes. We sought to establish the feasibility of a blood-based detection of pancreatic cancer through multiplexed array-mediated analysis of DNA methylation.
Methylation was assessed in each plasma sample using a panel of 56 frequently methylated genes. Methylation profiles in patients with ductal cell adenocarcinoma of the pancreas (n = 30) and healthy gender and age-matched controls (n = 30) were compared. Methylation was determined as described previously; a composite biomarker was developed for classification of cancer and normal samples. Sensitivity and specificity of the biomarker were estimated using 25 rounds of fivefold cross-validation.
Five promoters were consistently selected for the classifier during cross-validation and comprised the final composite biomarker Five-fold cross-validation results indicate 76% sensitivity and 59% specificity of the biomarker, which included promoters of CCND2, SOCS1, THBS1, PLAU, and VHL.
Differential methylation profiling of plasma DNA can detect ductal adenocarcinoma of the pancreas with significant accuracy and should be explored further. While additional improvement of biomarkers is necessary, the blood-based biomarker may be already useful as a first-line detection tool.
通过血液检测来发现胰腺癌可能会改善治疗结果。我们试图通过对DNA甲基化进行多重阵列介导分析来确定基于血液检测胰腺癌的可行性。
使用一组56个频繁甲基化的基因对每个血浆样本中的甲基化进行评估。比较胰腺导管细胞腺癌患者(n = 30)与性别和年龄匹配的健康对照者(n = 30)的甲基化谱。甲基化的测定方法如前所述;开发了一种复合生物标志物用于癌症样本和正常样本的分类。使用25轮五折交叉验证来估计该生物标志物的敏感性和特异性。
在交叉验证过程中,始终为分类器选择了五个启动子,它们构成了最终的复合生物标志物。五折交叉验证结果表明,该生物标志物的敏感性为76%,特异性为59%,其中包括CCND2、SOCS1、THBS1、PLAU和VHL的启动子。
血浆DNA的差异甲基化谱分析能够以较高的准确性检测出胰腺导管腺癌,应进一步探索。虽然生物标志物还需要进一步改进,但基于血液的生物标志物可能已经作为一线检测工具发挥作用。