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开发一种用于晚期乳腺癌中甲基化标记物的自动化液体活检检测方法。

Development of an automated liquid biopsy assay for methylated markers in advanced breast cancer.

机构信息

Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD.

Cepheid, Sunnyvale, CA.

出版信息

Cancer Res Commun. 2022 Jun;2(6):391-401. doi: 10.1158/2767-9764.crc-22-0133. Epub 2022 Jun 1.

Abstract

Current molecular liquid biopsy assays to detect recurrence or monitor response to treatment require sophisticated technology, highly trained personnel, and a turnaround time of weeks. We describe the development and technical validation of an automated Liquid Biopsy for Breast Cancer Methylation (LBx-BCM) prototype, a DNA methylation detection cartridge assay that is simple to perform and quantitatively detects nine methylated markers within 4.5 h. LBx-BCM demonstrated high interassay reproducibility when analyzing exogenous methylated DNA (75-300 DNA copies) spiked into plasma (Coefficient of Variation, CV = 7.1 - 10.9%) and serum (CV = 19.1 - 36.1%). It also demonstrated high interuser reproducibility (Spearman = 0.887, < 0.0001) when samples of metastatic breast cancer (MBC, = 11) and normal control ( = 4) were evaluated independently by two users. Analyses of interplatform reproducibility indicated very high concordance between LBx-BCM and the reference assay, cMethDNA, among 66 paired plasma samples (MBC = 40, controls = 26; Spearman = 0.891; 95% CI = 0.825 - 0.933, < 0.0001). LBx-BCM achieved a ROC AUC = 0.909 (95% CI = 0.836 - 0.982), 83% sensitivity and 92% specificity; cMethDNA achieved a ROC AUC = 0.896 (95% CI = 0.817 - 0.974), 83% sensitivity and 92% specificity in test set samples. The automated LBx-BCM cartridge prototype is fast, with performance levels equivalent to the highly sensitive, manual cMethDNA method. Future prospective clinical studies will evaluate LBx-BCM detection sensitivity and its ability to monitor therapeutic response during treatment for advanced breast cancer.

摘要

目前,用于检测复发或监测治疗反应的分子液体活检检测需要先进的技术、经过专业培训的人员以及数周的周转时间。我们描述了一种自动化乳腺癌甲基化液体活检(LBx-BCM)原型的开发和技术验证,该原型是一种简单易用的 DNA 甲基化检测试剂盒检测方法,可在 4.5 小时内定量检测 9 个甲基化标志物。LBx-BCM 在分析外源性甲基化 DNA(75-300 个 DNA 拷贝)掺入血浆(变异系数 CV = 7.1-10.9%)和血清(CV = 19.1-36.1%)时表现出良好的组间重现性。当由两名用户独立评估转移性乳腺癌(MBC,n = 11)和正常对照(n = 4)的样本时,它还表现出良好的组间重现性(Spearman = 0.887,<0.0001)。在对 66 对血浆样本(MBC = 40,对照 = 26;Spearman = 0.891;95%置信区间= 0.825-0.933,<0.0001)进行平台间重现性分析时,LBx-BCM 与参考检测方法 cMethDNA 之间的一致性非常高。LBx-BCM 的 ROC AUC = 0.909(95%置信区间= 0.836-0.982),具有 83%的灵敏度和 92%的特异性;cMethDNA 在测试集样本中达到 ROC AUC = 0.896(95%置信区间= 0.817-0.974),83%的灵敏度和 92%的特异性。自动化的 LBx-BCM 试剂盒原型速度很快,性能水平与高度敏感的手动 cMethDNA 方法相当。未来的前瞻性临床研究将评估 LBx-BCM 的检测灵敏度及其在晚期乳腺癌治疗期间监测治疗反应的能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a37a/10010341/5f0f9c58b7bb/crc-22-0133_fig1.jpg

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