Froyen Guy, Maes Brigitte
Laboratory for Molecular Diagnostics, Department of Clinical Biology, Jessa Hospital, Hasselt, Belgium.
Methods Mol Biol. 2019;1908:73-87. doi: 10.1007/978-1-4939-9004-7_6.
Large-scale tumor profiling studies have generated massive amounts of data that have been instrumental for the detection of recurrent driver mutations in many tumor types. These driver mutations as well as the concurrent passenger mutations are now being used for a more accurate diagnosis of the tumor and prognosis for the patient. Moreover, therapeutic inhibitors toward specific mutations are already on the market and many clinical trials are ongoing to approve novel therapeutic drugs. The broad-range identification of these somatic mutations is key to this tailored personalized medicine approach, which preferentially has to be performed by a multigene multihotspot method such as massive parallel sequencing, also called next generation sequencing (NGS). The implementation of NGS in molecular diagnostics of tumor profiling however, requires a firm validation to minimize the occurrence of false positives and false negatives, thereby yielding highly accurate and robust clinical data.Here, we describe the different performance characteristics as well as quality metrics that should be analyzed for the robust diagnostic validation of tumor profiling in order to meet the requirements of international standards specific for medical laboratories, such as the ISO15189:2012 standard. These metrics include assays that assess the precision, limit of detection, accuracy, sensitivity, specificity, and robustness of the entire workflow from DNA enrichment up to the final report.
大规模肿瘤分析研究产生了大量数据,这些数据对于检测多种肿瘤类型中的复发性驱动突变起到了重要作用。这些驱动突变以及同时出现的乘客突变现在正被用于更准确的肿瘤诊断和患者预后评估。此外,针对特定突变的治疗性抑制剂已上市,许多临床试验正在进行以批准新型治疗药物。这些体细胞突变的广泛识别是这种定制化个性化医疗方法的关键,而这最好通过多基因多热点方法来进行,比如大规模平行测序,也称为下一代测序(NGS)。然而,在肿瘤分析的分子诊断中实施NGS需要进行严格验证,以尽量减少假阳性和假阴性的出现,从而产生高度准确和可靠的临床数据。在此,我们描述了不同的性能特征以及质量指标,为了满足医学实验室特定的国际标准要求,如ISO15189:2012标准,应对这些指标进行分析以实现肿瘤分析的稳健诊断验证。这些指标包括评估从DNA富集到最终报告的整个工作流程的精密度、检测限、准确性、灵敏度、特异性和稳健性的检测方法。