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分析 1276 个单倍型解析基因组,可对顺式和反式丰富基因进行特征分析。

Analysis of 1276 Haplotype-Resolved Genomes Allows Characterization of Cis- and Trans-Abundant Genes.

机构信息

Department of Computational Molecular Biology, Max Planck Institute for Molecular Genetics, Berlin, Germany.

出版信息

Methods Mol Biol. 2023;2590:237-272. doi: 10.1007/978-1-0716-2819-5_15.

Abstract

Many methods for haplotyping have materialized, but their application on a significant scale has been rare to date. Here we summarize analyses that were carried out in 1092 genomes from the 1000 Genomes Consortium and validated in an unprecedented number of 184 PGP genomes that have been experimentally haplotype-resolved by application of the Long-Fragment Read (LFR) technology. These analyses provided first insights into the diplotypic nature of human genomes and its potential functional implications. Thus, protein-changing variants were not randomly distributed between the two homologues of 18,121 autosomal protein-coding genes but occurred significantly more frequently in cis than in trans configurations in virtually each of the 1276 phased genomes. This resulted in global cis/trans ratios of ~60:40, establishing "cis abundance" as a universal characteristic of diploid human genomes. This phenomenon was based on two different classes of genes, a larger one exhibiting cis configurations of protein-changing variants in excess, so-called "cis-abundant" genes, and a smaller one of "trans-abundant" genes. These two gene classes, which together constitute a common diplotypic exome, were further functionally distinguished by means of gene ontology (GO) and pathway enrichment analysis. Moreover, they were distinguishable in terms of their effects on the human interactome, where they constitute distinct cis and trans modules, as shown with network propagation on a large integrated protein-protein interaction network. These analyses, recently performed with updated database and analysis tools, further consolidated the characterization of cis- and trans-abundant genes while expanding previous results. In this chapter, we present the key results along with the materials and methods to motivate readers to investigate these findings independently and gain further insights into the diplotypic nature of genes and genomes.

摘要

已经出现了许多单体型分析方法,但迄今为止,这些方法在大规模应用中还很少见。在这里,我们总结了在 1092 个来自 1000 基因组计划的基因组中进行的分析,并在应用长片段读取 (LFR) 技术对 184 个经过实验单体型解析的 PGP 基因组中进行了前所未有的验证。这些分析首次深入了解了人类基因组的二倍体型性质及其潜在的功能意义。因此,改变蛋白质的变异不是在 18121 个常染色体蛋白编码基因的两个同源物之间随机分布的,而是在几乎每一个 1276 个相基因组中,顺式比反式构型更频繁地发生。这导致了全球顺式/反式比例约为 60:40,确立了“顺式丰度”作为二倍体人类基因组的普遍特征。这种现象基于两类不同的基因,一类是具有更多改变蛋白质的变异的顺式构型的较大基因,称为“顺式丰度”基因,另一类是“反式丰度”基因。这两个基因类,共同构成一个常见的二倍体型外显子组,通过基因本体论 (GO) 和途径富集分析进一步在功能上进行区分。此外,它们在人类相互作用组中可以区分开来,它们构成了不同的顺式和反式模块,如在大型综合蛋白质-蛋白质相互作用网络上进行网络传播所示。这些分析最近使用更新的数据库和分析工具进行,进一步巩固了顺式和反式丰度基因的特征,同时扩展了以前的结果。在这一章中,我们展示了关键的结果,以及材料和方法,以激励读者独立研究这些发现,并进一步深入了解基因和基因组的二倍体型性质。

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