PO.MCB06.03 · 分子与细胞生物学
通过将 Interlace™ 全局甲基化发现与下一代测序检测 Labcorp Plasma Complete™ 相结合来增强循环肿瘤 DNA 的检测
Enhancing the detection of circulating tumor DNA by combining Interlace™ global methylation discovery with next-generation sequencing test Labcorp Plasma Complete™
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摘要 Abstract
中文摘要
全基因组甲基化模式是一种强大的生物标志物。异常甲基化的检测具有许多肿瘤学应用,包括利用肿瘤 DNA 进行癌症检测和治疗选择。在液体活检中,检测微量循环肿瘤 DNA(ctDNA)的能力对于实现更早诊断、监测微小残留病灶和评估治疗反应至关重要。本研究评估了 Interlace,一种富集未甲基化 DNA 分子的酶促技术,用于检测 ctDNA。该方法使用一种工程化的甲基转移酶,以靶向并标记全基因组中的未甲基化 CpG 位点。随后从这些标记区域制备文库并测序,同时允许未富集产物用于下游分子应用,如杂交捕获。Interlace 与 Labcorp Plasma Complete(LPC)并行运行,LPC 是一种 521 基因下一代测序(NGS)杂交捕获检测,可检测癌症患者血浆游离 DNA(cfDNA)中的遗传改变。LPC 报告单核苷酸变异(SNV)、插入和缺失(indel)、易位、拷贝数扩增、微卫星不稳定性(MSI)和血液肿瘤突变负荷(bTMB)。为并行评估这两种检测的分析性能,处理了一个样本队列(n=45),包括 cfDNA 参考样本、非癌性野生型对照、癌症细胞系以及来自癌症患者的 cfDNA。对使用和不使用 Interlace 检测处理的样本 LPC 结果进行的头对头比较显示,阳性符合率为 96.7%,阳性预测值为 99.5%。在通过混合剪切的肿瘤和野生型细胞系 DNA(代表 ctDNA)以 0% 至 10% 目标浓度制备的稀释系列中,Interlace 能够检测到低至 0.1% 肿瘤含量的肿瘤 DNA。将鉴定出的差异甲基化区域作为输入用于无监督聚类或专有机器学习模型,Interlace 能够将盲法癌症 cfDNA、癌症细胞系与野生型样本区分开来。如本文所述,从单一样本评估多种分析物的多组学平台是提供更全面患者样本视图的强大工具。将 LPC 用于体细胞变异报告与 Interlace 基于甲基化的 ctDNA 检测相结合,可能使癌症患者血浆样本中循环肿瘤 DNA 的报告敏感性得以提高。
查看英文原文 English abstract
Genome-wide methylation patterns are a powerful biomarker. The detection of aberrant methylation has many oncological applications, including using tumor DNA for cancer detection and therapy selection. In liquid biopsies, the ability to detect small amounts of circulating tumor DNA (ctDNA) is crucial to enable earlier diagnosis, monitor minimal residual disease, and assess treatment response. This study evaluated Interlace, an enzymatic technology that enriches unmethylated DNA molecules, to detect ctDNA. This methodology uses an engineered methyltransferase enzyme to target and tag unmethylated CpG sites across the genome. Libraries are then prepared from these tagged regions and sequenced while simultaneously allowing unenriched product to be utilized for downstream molecular applications such as hybrid capture. Interlace was run in parallel with Labcorp Plasma Complete (LPC), a 521-gene next-generation sequencing (NGS) hybrid capture assay that detects genetic alterations in cell free DNA (cfDNA) from the plasma of cancer patients. LPC reports single nucleotide variants (SNVs), insertions and deletions (indels), translocations, copy number amplifications, microsatellite instability (MSI), and blood tumor mutation burden (bTMB). To evaluate the analytical performance of the two tests in parallel, a sample cohort (n=45) including cfDNA reference samples, noncancerous wild-type controls, cancer cell lines, and cfDNA from cancer patients was processed. A head-to-head comparison of LPC results for samples processed with and without the Interlace assay demonstrated 96.7% positive percent agreement and 99.5% positive predictive value. Interlace was able to detect tumor DNA down to 0.1% tumor content in a dilution series created by mixing sheared tumor and wild-type cell line DNA, representative of ctDNA, at target concentrations from 0% to 10%. Using identified differentially methylated regions as input into unsupervised clustering or a proprietary machine learning model, Interlace was able to differentiate blinded cancer cfDNA from cancer cell lines from wild-type samples. Multiomics platforms that evaluate multiple analytes from a single sample, as described here, are powerful tools to provide a more comprehensive view of patient samples. The combination of LPC for somatic variant reporting with Interlace methylation-based ctDNA detection may allow for increased sensitivity in reporting circulating tumor DNA in plasma samples from cancer patients.
利益披露 Disclosure
K. A. Holden,
Labcorp Employment, Stock.
C. Maddox,
Labcorp Employment, Stock.
C. Mould, None..
N. Mensah, None..
L. Tosti, None..
I. Pieniak, None..
P. Siejka-Zielinska, None..
S. Evans, None..
D. Lucarelli, None..
R. Neely, None..
A. Smith, None.
K. C. Valkenburg,
Labcorp Employment, Stock.
M. Eisenberg,
Labcorp Employment, Stock.
B. Caveney,
Labcorp Employment, g., Board of Directors, non-salaried role), Stock, Stock Option.
E. Severson,
Labcorp Employment, Stock.
T. J. Jensen,
Labcorp Employment, Stock.
S. Ramkissoon,
Labcorp Employment, Stock.
J. Williams,
Labcorp Employment, Stock.