Popp Nicholas A, Powell Rachel L, Wheelock Melinda K, Holmes Kristen J, Zapp Brendan D, Sheldon Kathryn M, Fletcher Shelley N, Wu Xiaoping, Fayer Shawn, Rubin Alan F, Lannert Kerry W, Chang Alexis T, Sheehan John P, Johnsen Jill M, Fowler Douglas M
Department of Genome Sciences, University of Washington School of Medicine, Seattle, WA, USA.
Medical Scientist Training Program, University of Washington School of Medicine, Seattle, WA, USA.
Nat Struct Mol Biol. 2025 Jun 13. doi: 10.1038/s41594-025-01582-w.
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.
尽管DNA测序技术已取得广泛进展,但大多数基因变异的功能后果仍知之甚少。变异效应的多重检测可以大规模测量变异的功能,但难以直接应用于约10%编码分泌蛋白的人类基因。在此,我们开发了一种灵活、可扩展的人类细胞表面展示方法——细胞外蛋白多重表面拴系法(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,其基因变异可导致B型血友病。我们将MultiSTEP与一组抗体相结合,以检测FIX的分泌和翻译后修饰(PTM),对436个同义变异以及8759个可能的F9错义变异中的8528个变异的效应进行了测量。几乎一半的错义变异会影响分泌、PTM或两者。我们还确定了信号肽内以及几乎所有半胱氨酸变异的增减对分泌的功能限制。分泌分数与B型血友病患者的FIX水平密切相关,表明分泌缺失变异更常与严重疾病相关。分泌和PTM分数的整合使得在“我的生活,我们的未来”血友病基因分型项目中63.1%意义不明确的F9变异能够重新分类。最后,我们表明MultiSTEP可应用于其他分泌蛋白,从而证明MultiSTEP是一种用于大规模系统评估分泌蛋白变异效应的多重、多模态且可推广的方法。