Hallermayr Ariane, Keßler Thomas, Fujera Moritz, Liesfeld Ben, Bernstein Samuel, von Ameln Simon, Schanze Denny, Steinke-Lange Verena, Pickl Julia M A, Neuhann Teresa M, Holinski-Feder Elke
MGZ-Medizinisch Genetisches Zentrum, 80335 Munich, Germany.
Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, 80336 Munich, Germany.
Cancers (Basel). 2023 Oct 17;15(20):5024. doi: 10.3390/cancers15205024.
Liquid biopsy enables the non-invasive analysis of genetic tumor variants in circulating free DNA (cfDNA) in plasma. Accurate analytical validation of liquid biopsy NGS assays is required to detect variants with low variant allele frequencies (VAFs).
Six types of commercial cfDNA reference materials and 42 patient samples were analyzed using a duplex-sequencing-based liquid biopsy NGS assay.
We comprehensively evaluated the similarity of commercial cfDNA reference materials to native cfDNA. We observed significant differences between the reference materials in terms of wet-lab and sequencing quality as well as background noise. No reference material resembled native cfDNA in all performance metrics investigated. Based on our results, we established guidelines for the selection of appropriate reference materials for the different steps in performance evaluation. The use of inappropriate materials and cutoffs could eventually lead to a lower sensitivity for variant detection.
Careful consideration of commercial reference materials is required for performance evaluation of liquid biopsy NGS assays. While the similarity to native cfDNA aids in the development of experimental protocols, reference materials with well-defined variants are preferable for determining sensitivity and precision, which are essential for accurate clinical interpretation.
液体活检能够对血浆中循环游离DNA(cfDNA)中的肿瘤基因变异进行无创分析。为了检测低变异等位基因频率(VAF)的变异,需要对液体活检二代测序(NGS)检测进行准确的分析验证。
使用基于双链测序的液体活检NGS检测方法对六种商业cfDNA参考物质和42份患者样本进行分析。
我们全面评估了商业cfDNA参考物质与天然cfDNA的相似性。我们观察到参考物质在湿实验室和测序质量以及背景噪声方面存在显著差异。在所研究的所有性能指标中,没有一种参考物质与天然cfDNA相似。基于我们的结果,我们为性能评估的不同步骤建立了选择合适参考物质的指南。使用不合适的物质和临界值最终可能导致变异检测的灵敏度降低。
液体活检NGS检测的性能评估需要仔细考虑商业参考物质。虽然与天然cfDNA的相似性有助于实验方案的制定,但具有明确变异的参考物质更适合用于确定灵敏度和精密度,这对于准确的临床解释至关重要。