Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
Clin Cancer Res. 2020 Jun 1;26(11):2556-2564. doi: 10.1158/1078-0432.CCR-19-3005. Epub 2020 Mar 13.
Existing cell-free DNA (cfDNA) methods lack the sensitivity needed for detecting minimal residual disease (MRD) following therapy. We developed a test for tracking hundreds of patient-specific mutations to detect MRD with a 1,000-fold lower error rate than conventional sequencing.
We compared the sensitivity of our approach to digital droplet PCR (ddPCR) in a dilution series, then retrospectively identified two cohorts of patients who had undergone prospective plasma sampling and clinical data collection: 16 patients with ER+/HER2- metastatic breast cancer (MBC) sampled within 6 months following metastatic diagnosis and 142 patients with stage 0 to III breast cancer who received curative-intent treatment with most sampled at surgery and 1 year postoperative. We performed whole-exome sequencing of tumors and designed individualized MRD tests, which we applied to serial cfDNA samples.
Our approach was 100-fold more sensitive than ddPCR when tracking 488 mutations, but most patients had fewer identifiable tumor mutations to track in cfDNA (median = 57; range = 2-346). Clinical sensitivity was 81% ( = 13/16) in newly diagnosed MBC, 23% ( = 7/30) at postoperative and 19% ( = 6/32) at 1 year in early-stage disease, and highest in patients with the most tumor mutations available to track. MRD detection at 1 year was strongly associated with distant recurrence [HR = 20.8; 95% confidence interval, 7.3-58.9]. Median lead time from first positive sample to recurrence was 18.9 months (range = 3.4-39.2 months).
Tracking large numbers of individualized tumor mutations in cfDNA can improve MRD detection, but its sensitivity is driven by the number of tumor mutations available to track.
现有的无细胞 DNA(cfDNA)方法缺乏在治疗后检测微小残留病(MRD)所需的灵敏度。我们开发了一种用于跟踪数百个患者特异性突变的测试方法,与传统测序相比,其错误率降低了 1000 倍,从而可以检测到 MRD。
我们比较了我们的方法与数字液滴 PCR(ddPCR)在稀释系列中的灵敏度,然后回顾性地确定了两个接受前瞻性血浆取样和临床数据收集的患者队列:16 名接受 ER+/HER2-转移性乳腺癌(MBC)治疗的患者,在转移性诊断后 6 个月内接受取样;142 名接受治愈性治疗的 0 期至 III 期乳腺癌患者,大多数患者在手术时和术后 1 年取样。我们对肿瘤进行了全外显子组测序,并设计了个体化的 MRD 测试,将其应用于连续的 cfDNA 样本。
当跟踪 488 个突变时,我们的方法比 ddPCR 灵敏 100 倍,但大多数患者在 cfDNA 中可识别的肿瘤突变较少(中位数=57;范围=2-346)。新诊断的 MBC 的临床灵敏度为 81%(=13/16),术后为 23%(=7/30),早期疾病为 1 年时为 19%(=6/32),在可跟踪的肿瘤突变数量最多的患者中最高。1 年时的 MRD 检测与远处复发密切相关[HR=20.8;95%置信区间,7.3-58.9]。从第一个阳性样本到复发的中位领先时间为 18.9 个月(范围=3.4-39.2 个月)。
在 cfDNA 中跟踪大量个体化肿瘤突变可以提高 MRD 检测的灵敏度,但它的灵敏度取决于可跟踪的肿瘤突变数量。