Deep mutational scanning quantifies DNA binding and predicts clinical outcomes of PAX6 variants.

IF 8.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Molecular Systems Biology Pub Date : 2024-07-01 Epub Date: 2024-06-07 DOI:10.1038/s44320-024-00043-8
Alexander F McDonnell, Marcin Plech, Benjamin J Livesey, Lukas Gerasimavicius, Liusaidh J Owen, Hildegard Nikki Hall, David R FitzPatrick, Joseph A Marsh, Grzegorz Kudla
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引用次数: 0

Abstract

Nonsense and missense mutations in the transcription factor PAX6 cause a wide range of eye development defects, including aniridia, microphthalmia and coloboma. To understand how changes of PAX6:DNA binding cause these phenotypes, we combined saturation mutagenesis of the paired domain of PAX6 with a yeast one-hybrid (Y1H) assay in which expression of a PAX6-GAL4 fusion gene drives antibiotic resistance. We quantified binding of more than 2700 single amino-acid variants to two DNA sequence elements. Mutations in DNA-facing residues of the N-terminal subdomain and linker region were most detrimental, as were mutations to prolines and to negatively charged residues. Many variants caused sequence-specific molecular gain-of-function effects, including variants in position 71 that increased binding to the LE9 enhancer but decreased binding to a SELEX-derived binding site. In the absence of antibiotic selection, variants that retained DNA binding slowed yeast growth, likely because such variants perturbed the yeast transcriptome. Benchmarking against known patient variants and applying ACMG/AMP guidelines to variant classification, we obtained supporting-to-moderate evidence that 977 variants are likely pathogenic and 1306 are likely benign. Our analysis shows that most pathogenic mutations in the paired domain of PAX6 can be explained simply by the effects of these mutations on PAX6:DNA association, and establishes Y1H as a generalisable assay for the interpretation of variant effects in transcription factors.

深度突变扫描可量化 DNA 结合并预测 PAX6 变体的临床结果。
转录因子 PAX6 的无义突变和错义突变会导致多种眼部发育缺陷,包括无眼球症、小眼球症和巨眼症。为了了解 PAX6 与 DNA 结合的变化是如何导致这些表型的,我们将 PAX6 配对结构域的饱和突变与酵母单杂交(Y1H)试验相结合,其中 PAX6-GAL4 融合基因的表达驱动抗生素抗性。我们对 2700 多个单氨基酸变体与两个 DNA 序列元件的结合进行了量化。N末端亚域和连接区面向DNA的残基突变最为有害,脯氨酸和带负电荷残基的突变也是如此。许多变异引起了序列特异性的分子功能增益效应,其中第 71 位的变异增加了与 LE9 增强子的结合,但减少了与 SELEX 衍生的结合位点的结合。在没有抗生素选择的情况下,保留 DNA 结合的变体会减缓酵母的生长速度,这可能是因为这些变体扰乱了酵母的转录组。以已知的患者变异为基准,并应用 ACMG/AMP 指南进行变异分类,我们获得了 977 个变异可能是致病性的和 1306 个可能是良性的支持到中等程度的证据。我们的分析表明,PAX6 配对结构域中的大多数致病变异都可以简单地通过这些变异对 PAX6:DNA 关联的影响来解释,并将 Y1H 确立为解释转录因子变异效应的通用检测方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Systems Biology
Molecular Systems Biology 生物-生化与分子生物学
CiteScore
18.50
自引率
1.00%
发文量
62
审稿时长
6-12 weeks
期刊介绍: Systems biology is a field that aims to understand complex biological systems by studying their components and how they interact. It is an integrative discipline that seeks to explain the properties and behavior of these systems. Molecular Systems Biology is a scholarly journal that publishes top-notch research in the areas of systems biology, synthetic biology, and systems medicine. It is an open access journal, meaning that its content is freely available to readers, and it is peer-reviewed to ensure the quality of the published work.
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