GeneDX, Stamford, CT, USA.
Foundation of Biological Data Science, Belmont, CA, USA.
Nat Methods. 2023 Aug;20(8):1213-1221. doi: 10.1038/s41592-023-01914-y. Epub 2023 Jun 26.
Advancements in sequencing technologies and assembly methods enable the regular production of high-quality genome assemblies characterizing complex regions. However, challenges remain in efficiently interpreting variation at various scales, from smaller tandem repeats to megabase rearrangements, across many human genomes. We present a PanGenome Research Tool Kit (PGR-TK) enabling analyses of complex pangenome structural and haplotype variation at multiple scales. We apply the graph decomposition methods in PGR-TK to the class II major histocompatibility complex demonstrating the importance of the human pangenome for analyzing complicated regions. Moreover, we investigate the Y-chromosome genes, DAZ1/DAZ2/DAZ3/DAZ4, of which structural variants have been linked to male infertility, and X-chromosome genes OPN1LW and OPN1MW linked to eye disorders. We further showcase PGR-TK across 395 complex repetitive medically important genes. This highlights the power of PGR-TK to resolve complex variation in regions of the genome that were previously too complex to analyze.
测序技术和组装方法的进步使我们能够定期生成高质量的基因组组装,这些组装能够描述复杂区域。然而,在解释各种规模的变异方面仍然存在挑战,从较小的串联重复到兆碱基重排,涉及许多人类基因组。我们提出了一个泛基因组研究工具包(PGR-TK),该工具包能够在多个尺度上分析复杂的泛基因组结构和单倍型变异。我们将 PGR-TK 中的图分解方法应用于 II 类主要组织相容性复合物,证明了人类泛基因组对于分析复杂区域的重要性。此外,我们研究了与男性不育相关的结构变异的 Y 染色体基因 DAZ1/DAZ2/DAZ3/DAZ4,以及与眼部疾病相关的 X 染色体基因 OPN1LW 和 OPN1MW。我们进一步在 395 个复杂的重复的医学上重要的基因上展示了 PGR-TK。这突出了 PGR-TK 在解析以前过于复杂而无法分析的基因组区域的复杂变异方面的强大功能。