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Too packed to change: side-chain packing and site-specific substitution rates in protein evolution

机译:太多变化以至于无法改变:蛋白质进化中的侧链堆积和位点特异性取代率

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摘要

In protein evolution, due to functional and biophysical constraints, the rates of amino acid substitution differ from site to site. Among the best predictors of site-specific rates are solvent accessibility and packing density. The packing density measure that best correlates with rates is the weighted contact number (WCN), the sum of inverse square distances between a site’s Cα and the Cα of the other sites. According to a mechanistic stress model proposed recently, rates are determined by packing because mutating packed sites stresses and destabilizes the protein’s active conformation. While WCN is a measure of Cα packing, mutations replace side chains. Here, we consider whether a site’s evolutionary divergence is constrained by main-chain packing or side-chain packing. To address this issue, we extended the stress theory to model side chains explicitly. The theory predicts that rates should depend solely on side-chain contact density. We tested this prediction on a data set of structurally and functionally diverse monomeric enzymes. We compared side-chain contact density with main-chain contact density measures and with relative solvent accessibility (RSA). We found that side-chain contact density is the best predictor of rate variation among sites (it explains 39.2% of the variation). Moreover, the independent contribution of main-chain contact density measures and RSA are negligible. Thus, as predicted by the stress theory, site-specific evolutionary rates are determined by side-chain packing.
机译:在蛋白质进化中,由于功能和生物物理的限制,氨基酸取代的速率因部位而异。特定位置速率的最佳预测指标之一是溶剂的可及性和堆积密度。与费率最相关的堆积密度度量是加权接触数(WCN),即一个站点的Cα与其他站点的Cα之间的平方反比距离之和。根据最近提出的机械应力模型,速率是由堆积决定的,因为突变堆积的部位会应力化并破坏蛋白质的活性构象。尽管WCN是Cα堆积的量度,但突变取代了侧链。在这里,我们考虑站点的进化差异是受到主链堆积还是侧链堆积的限制。为了解决这个问题,我们将应力理论扩展为对侧链进行显式建模。该理论预测速率应仅取决于侧链接触密度。我们在结构和功能多样的单体酶数据集上测试了这一预测。我们将侧链接触密度与主链接触密度测度以及相对溶剂可及性(RSA)进行了比较。我们发现侧链接触密度是位点间速率变化的最佳预测因子(它解释了39.2%的变化)。此外,主链接触密度度量和RSA的独立贡献可忽略不计。因此,正如应力理论所预测的,特定于位点的进化速率是由侧链堆积决定的。

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