Ghadie Mohamed, Xia Yu
Department of Bioengineering, McGill University, Montreal, QC, Canada.
Front Bioinform. 2021 Aug 30;1:690769. doi: 10.3389/fbinf.2021.690769. eCollection 2021.
Missense mutations are known to perturb protein-protein interaction networks (known as interactome networks) in different ways. However, it remains unknown how different interactome perturbation patterns ("edgotypes") impact organismal fitness. Here, we estimate the fitness effect of missense mutations with different interactome perturbation patterns in human, by calculating the fractions of neutral and deleterious mutations that do not disrupt PPIs ("quasi-wild-type"), or disrupt PPIs either by disrupting the binding interface ("edgetic") or by disrupting overall protein stability ("quasi-null"). We first map pathogenic mutations and common non-pathogenic mutations onto homology-based three-dimensional structural models of proteins and protein-protein interactions in human. Next, we perform structure-based calculations to classify each mutation as either quasi-wild-type, edgetic, or quasi-null. Using our predicted as well as experimentally determined interactome perturbation patterns, we estimate that >∼40% of quasi-wild-type mutations are effectively neutral and the remaining are mostly mildly deleterious, that >∼75% of edgetic mutations are only mildly deleterious, and that up to ∼75% of quasi-null mutations may be strongly detrimental. These estimates are the first such estimates of fitness effect for different network perturbation patterns in any interactome. Our results suggest that while mutations that do not disrupt the interactome tend to be effectively neutral, the majority of human PPIs are under strong purifying selection and the stability of most human proteins is essential to human life.
已知错义突变会以不同方式扰乱蛋白质-蛋白质相互作用网络(即互作组网络)。然而,不同的互作组扰动模式(“效应类型”)如何影响生物体适应性仍不清楚。在这里,我们通过计算不破坏蛋白质-蛋白质相互作用(“准野生型”)、或通过破坏结合界面(“效应型”)或通过破坏整体蛋白质稳定性(“准无效型”)来破坏蛋白质-蛋白质相互作用的中性和有害突变的比例,估计了人类中具有不同互作组扰动模式的错义突变的适应性效应。我们首先将致病突变和常见的非致病突变映射到基于同源性的人类蛋白质和蛋白质-蛋白质相互作用的三维结构模型上。接下来,我们进行基于结构的计算,将每个突变分类为准野生型、效应型或准无效型。利用我们预测的以及实验确定的互作组扰动模式,我们估计超过约40%的准野生型突变实际上是中性的,其余大多是轻度有害的,超过约75%的效应型突变只是轻度有害的,并且高达约75%的准无效型突变可能是严重有害的。这些估计是对任何互作组中不同网络扰动模式的适应性效应的首次此类估计。我们的结果表明,虽然不破坏互作组的突变往往实际上是中性的,但大多数人类蛋白质-蛋白质相互作用处于强烈的纯化选择之下,并且大多数人类蛋白质的稳定性对人类生命至关重要。