通过MultiSTEP对分泌蛋白的变异效应进行多重和多模态定位

Nicholas A. Popp, Rachel L. Powell, Melinda K. Wheelock, Kristen J. Holmes, Brendan D. Zapp, Kathryn M. Sheldon, Shelley N. Fletcher, Xiaoping Wu, Shawn Fayer, Alan F. Rubin, Kerry W. Lannert, Alexis T. Chang, John P. Sheehan, Jill M. Johnsen, Douglas M. Fowler
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引用次数: 0

摘要

尽管在DNA测序方面取得了广泛的进展,但大多数遗传变异的功能后果仍然知之甚少。变异效应的多重分析可以大规模地测量变异的功能,但不能轻易地应用于编码分泌蛋白的约10%的人类基因。在这里,我们开发了一种灵活的,可扩展的人类细胞表面显示方法,细胞外蛋白的多路表面系固(multiplex surface tethering of ellular protein, MultiSTEP),以研究凝血因子IX (FIX)错义变异的后果。FIX是一种丝氨酸蛋白酶,其遗传变异可导致b型血友病。测量了436个同义变体的44,816个变体效应和8,759个可能的F9错义变体中的8,528个变体效应。几乎一半的错义变异影响分泌,PTM或两者兼而有之。我们还确定了信号肽分泌的功能限制,以及几乎所有半胱氨酸变异的获得或损失。血友病B的分泌评分与FIX水平密切相关,并揭示分泌缺失变异更常与严重疾病相关。在“我的生活,我们的未来”血友病基因分型项目中,整合分泌和PTM评分可以对63.1%意义不确定的F9变异进行重新分类。最后,我们证明MultiSTEP可以应用于其他分泌蛋白,从而证明MultiSTEP是一种多路复用、多模态和可推广的方法,可以大规模系统地评估分泌蛋白的变异效应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Multiplex and multimodal mapping of variant effects in secreted proteins via MultiSTEP

Multiplex and multimodal mapping of variant effects in secreted proteins via MultiSTEP

Despite widespread advances in DNA sequencing, the functional consequences of most genetic variants remain poorly understood. Multiplexed assays of variant effect can measure the function of variants at scale but cannot readily be applied to the ~10% of human genes encoding secreted proteins. Here we develop a flexible, scalable human cell surface display method, multiplexed surface tethering of extracellular proteins (MultiSTEP), to study the consequences of missense variation in coagulation factor IX (FIX), a serine protease in which genetic variation can cause hemophilia B. We combine MultiSTEP with a panel of antibodies to detect FIX secretion and post-translational modification (PTM), measuring 44,816 variant effects for 436 synonymous variants and 8,528 of the 8,759 possible F9 missense variants. Almost half of missense variants impact secretion, PTM or both. We also identify functional constraints on secretion within the signal peptide and for nearly all gain or loss of cysteine variants. Secretion scores correlate strongly with FIX levels in hemophilia B and reveal that loss-of-secretion variants are more often associated with severe disease. Integration of the secretion and PTM scores enables reclassification of 63.1% of F9 variants of uncertain significance in the My Life, Our Future hemophilia genotyping project. Lastly, we show that MultiSTEP can be applied to other secreted proteins, thus demonstrating that MultiSTEP is a multiplexed, multimodal and generalizable method for systematically assessing variant effects in secreted proteins at scale.

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