MLL Munich Leukemia Laboratory, Munich, Germany.
J Mol Diagn. 2013 Jul;15(4):473-84. doi: 10.1016/j.jmoldx.2013.03.003. Epub 2013 May 14.
We investigated the robustness of amplicon deep sequencing to study its utility in routine clinical applications offering patient-specific individualized assays for molecular disease characterization and monitoring. Amplicons were designed targeting RUNX1, CEBPA, CBL, NRAS, KRAS, DNMT3A, EZH2, and TP53 using different PCR amplification strategies and Roche GS FLX Titanium and Illumina MiSeq sequencing platforms. Thirty-three patients with leukemia were selected as an exemplary cohort representing heterogeneous cancer specimens. Both standard two-primer amplification and four-primer microfluidics PCRs yielded highly linear characteristics in detecting molecular alterations in series of dilution experiments. By fitting a linear mixed-effects model to the logarithmized data, a slope β of -1.000 (95% CI, ±0.046) was obtained for two-primer assays and of -0.998 (95% CI, ±0.105) was obtained for four-primer assays, which represented a near-perfect decrease of the mutation load. Furthermore, data are presented on technical precision, limit of detection, and occurrence of small subclones in TP53- and RUNX1-mutated patients to identify clonal disease progression and residual disease. We demonstrate that, depending on the local sequence context for each amplicon, the limit of detection of the assay cannot be lower than a range of 0.25% to 3.5%. In conclusion, amplicon deep sequencing enabled the assessment of mutations in a highly robust manner and across a broad range of relative frequencies of mutations. This assay detects residual disease or identifies mutations with predictive relevance to direct treatment strategies.
我们研究了扩增子深度测序的稳健性,以研究其在常规临床应用中的效用,为分子疾病特征和监测提供患者特异性的个体化检测。使用不同的 PCR 扩增策略和罗氏 GS FLX Titanium 和 Illumina MiSeq 测序平台,针对 RUNX1、CEBPA、CBL、NRAS、KRAS、DNMT3A、EZH2 和 TP53 设计了扩增子。选择 33 例白血病患者作为代表异质性癌症标本的典型队列。标准的双引物扩增和四引物微流控 PCR 均在一系列稀释实验中表现出高度线性的特征,用于检测分子改变。通过对数化数据拟合线性混合效应模型,得到双引物检测的斜率β为-1.000(95%置信区间,±0.046),四引物检测的斜率β为-0.998(95%置信区间,±0.105),这代表突变负荷的近乎完美下降。此外,还提供了关于 TP53 和 RUNX1 突变患者的技术精度、检测限和小亚克隆发生的数据,以识别克隆性疾病进展和残留疾病。我们证明,根据每个扩增子的局部序列背景,该检测的检测限不能低于 0.25%至 3.5%的范围。总之,扩增子深度测序以高度稳健的方式和广泛的突变相对频率评估突变。该检测可以检测残留疾病或鉴定具有预测相关性的突变,以指导治疗策略。