Long-read sequencing enables high-accuracy mitochondrial heteroplasmy detection in Parkinson's disease.

IF 3.9 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Theresa Lüth, Susen Schaake, Christoph Much, Mary Megan Belyea, Philip Seibler, Anne Grünewald, Patrick May, Christine Klein, Hansi Weissensteiner, Joanne Trinh
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引用次数: 0

Abstract

Background: Low-frequency heteroplasmic mitochondrial DNA (mtDNA) variants are associated with aging and neurological diseases, including Parkinson's disease (PD). Targeted deep mtDNA sequencing using PacBio HiFi long reads has the potential to resolve heteroplasmy across the full mitochondrial genome with high accuracy.

Methods: To validate Vega PacBio sequencing for detecting mtDNA heteroplasmy, we analyzed four predefined mixtures of two mtDNA haplotypes. We generated a single long-range PCR amplicon covering the entire mitochondrial genome. These amplicons were mixed at predefined ratios (minor mixture haplotype component: 5%, 2%, 1%, and 0.1%). Variant calling was performed using Mutserve2, and accuracy was assessed by calculating the F1 score from comparisons between expected and detected variants. Full-length mtDNA PacBio sequencing was applied to explore heteroplasmy across fibroblast passages derived from five LRRK2 p.Gly2019Ser variant carriers (n = 3 affected with PD and n = 2 unaffected carriers). Changes in mtDNA heteroplasmy level and variant load were assessed longitudinally using a linear mixed model as a proof-of-principle.

Results: The single-amplicon approach enabled full-length haplotype resolution without amplification bias associated with overlapping PCR strategies. The F1 score of the predefined mixtures was 1.0 for heteroplasmy levels between 5% and 1% and remained high (0.91) at 0.1%. At the specifically lowered calling threshold applied to the 0.1% mixture, n = 10/62 additional variants discordant with the Illumina reference were observed, but sensitivity remained very high at 1.00 in that mixture. Detected minor variants closely matched expected heteroplasmy levels, with average variant levels of 0.057 (5%), 0.022 (2%), 0.011 (1%), and 0.001 (0.1%). Across twelve fibroblast passages, we observed fewer mtDNA heteroplasmic variants. In this small proof-of-principle experiment, heteroplasmic variant load was higher in affected (n = 3) than in unaffected (n = 2) LRRK2 variant carriers and with older age. Notably, we observed distinct patterns of heteroplasmic variants that either increased or decreased in heteroplasmy level across passages.

Conclusion: PacBio HiFi sequencing, combined with a single-amplicon strategy, enables accurate full-length mtDNA heteroplasmy detection and longitudinal analysis, providing a valuable tool for studying mitochondrial variation and dynamics in disease.

长读测序能够高精度检测帕金森病的线粒体异质性。
背景:低频异质线粒体DNA (mtDNA)变异与衰老和神经系统疾病有关,包括帕金森病(PD)。使用PacBio HiFi长读数的靶向深度mtDNA测序有可能以高精度解决整个线粒体基因组的异质性。方法:为了验证Vega PacBio测序检测mtDNA异质性,我们分析了四种预定义的两种mtDNA单倍型混合物。我们生成了一个覆盖整个线粒体基因组的单长程PCR扩增子。这些扩增子按预先设定的比例混合(少量混合单倍型成分:5%、2%、1%和0.1%)。使用Mutserve2执行变体调用,并通过计算预期和检测到的变体之间的比较的F1分数来评估准确性。利用全长mtDNA PacBio测序技术,研究了5个LRRK2 p.Gly2019Ser变异携带者(n = 3名PD患者和n = 2名未受PD影响的携带者)的成纤维细胞传代间的异质性。使用线性混合模型作为原理证明,纵向评估mtDNA异质性水平和变异负荷的变化。结果:单扩增子方法实现了全长单倍型的解析,而没有与重叠PCR策略相关的扩增偏差。在5% ~ 1%的异质性水平下,预定义混合物的F1分数为1.0,在0.1%的异质性水平下,F1分数仍然很高(0.91)。当特异性降低0.1%混合物的召唤阈值时,观察到n = 10/62个与Illumina参考不一致的额外变异,但该混合物的灵敏度仍然非常高,为1.00。检测到的小变异与预期的异质性水平密切匹配,平均变异水平分别为0.057(5%)、0.022(2%)、0.011(1%)和0.001(0.1%)。在12个成纤维细胞传代中,我们观察到较少的mtDNA异质性变异。在这个小型的原理验证实验中,受影响的(n = 3) LRRK2变异携带者的异质变异负荷高于未受影响的(n = 2) LRRK2变异携带者和年龄较大的人群。值得注意的是,我们观察到不同的异质性变异模式,异质性水平在传代中增加或减少。结论:PacBio HiFi测序结合单扩增子策略,可以实现准确的全长mtDNA异质性检测和纵向分析,为研究线粒体变异和疾病动力学提供了有价值的工具。
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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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