VMorais Lab-Mitochondria Biology & Neurodegeneration, Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisbon, Portugal.
NeuroCure Clinical Research Center, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany.
Int J Mol Sci. 2021 Nov 6;22(21):12031. doi: 10.3390/ijms222112031.
Despite a multitude of methods for the sample preparation, sequencing, and data analysis of mitochondrial DNA (mtDNA), the demand for innovation remains, particularly in comparison with nuclear DNA (nDNA) research. The Applied Biosystems™ Precision ID mtDNA Whole Genome Panel (Thermo Fisher Scientific, USA) is an innovative library preparation kit suitable for degraded samples and low DNA input. However, its bioinformatic processing occurs in the enterprise Ion Torrent Suite™ Software (TSS), yielding BAM files aligned to an unorthodox version of the revised Cambridge Reference Sequence (rCRS), with a heteroplasmy threshold level of 10%. Here, we present an alternative customizable pipeline, the PrecisionCallerPipeline (PCP), for processing samples with the correct rCRS output after Ion Torrent sequencing with the Precision ID library kit. Using 18 samples (3 original samples and 15 mixtures) derived from the 1000 Genomes Project, we achieved overall improved performance metrics in comparison with the proprietary TSS, with optimal performance at a 2.5% heteroplasmy threshold. We further validated our findings with 50 samples from an ongoing independent cohort of stroke patients, with PCP finding 98.31% of TSS's variants (TSS found 57.92% of PCP's variants), with a significant correlation between the variant levels of variants found with both pipelines.
尽管有许多用于线粒体 DNA(mtDNA)样品制备、测序和数据分析的方法,但仍需要创新,尤其是与核 DNA(nDNA)研究相比。Applied Biosystems™ Precision ID mtDNA 全基因组试剂盒(Thermo Fisher Scientific,美国)是一种适用于降解样品和低 DNA 输入的创新文库制备试剂盒。然而,其生物信息学处理是在企业 Ion Torrent Suite™软件(TSS)中进行的,生成的 BAM 文件与经过修正的剑桥参考序列(rCRS)的非标准版本对齐,异质比例阈值为 10%。在这里,我们提出了一种替代的可定制管道 PrecisionCallerPipeline(PCP),用于在使用 Precision ID 文库试剂盒进行 Ion Torrent 测序后,使用正确的 rCRS 输出处理样品。使用来自 1000 基因组计划的 18 个样本(3 个原始样本和 15 个混合物),与专有的 TSS 相比,我们的整体性能指标得到了改善,在 2.5%的异质比例阈值下达到了最佳性能。我们还使用正在进行的独立卒中患者队列中的 50 个样本验证了我们的发现,PCP 发现了 TSS 变体的 98.31%(TSS 发现了 PCP 变体的 57.92%),两个管道发现的变体水平之间存在显著相关性。