Mugnai Mauro L, Chakraborty Debayan, Nguyen Hung T, Maksudov Farkhad, Kumar Abhinaw, Zeno Wade, Stachowiak Jeanne C, Straub John E, Thirumalai D
Department of Chemistry, The University of Texas at Austin, Austin, Texas, USA.
Mork Family Department of Chemical Engineering and Materials Science, University of Southern California, Los Angeles, California, USA.
Protein Sci. 2025 Apr;34(4):e70067. doi: 10.1002/pro.70067.
The preponderance of intrinsically disordered proteins (IDPs) in the eukaryotic proteome, and their ability to interact with each other, and with folded proteins, RNA, and DNA for functional purposes, have made it important to quantitatively characterize their biophysical properties. Toward this end, we developed the transferable self-organized polymer (SOP-IDP) model to calculate the properties of several IDPs. The values of the radius of gyration ( ) obtained from SOP-IDP simulations are in excellent agreement (correlation coefficient of 0.96) with those estimated from SAXS experiments. For AP180 and Epsin, the predicted values of the hydrodynamic radii ( ) are in nearly quantitative agreement with those from fluorescence correlation spectroscopy (FCS) experiments. Strikingly, the calculated SAXS profiles for 36 IDPs are also nearly superimposable on the experimental profiles. The dependence of and the mean end-to-end distance ( ) on chain length, , follows Flory's scaling law, ( and ), suggesting that globally IDPs behave as synthetic polymers in a good solvent. This finding depends on the solvent quality, which can be altered by changing variables such as pH and salt concentration. The values of and are 0.20 and 0.48 nm, respectively. Surprisingly, finite size corrections to scaling, expected on theoretical grounds, are negligible for and . In contrast, only by accounting for the finite sizes of the IDPs, the dependence of experimentally measurable on can be quantitatively explained using . Although Flory scaling law captures the estimates for , , and accurately, the spread of the simulated data around the theoretical curve is suggestive of of sequence-specific features that emerge through a fine-grained analysis of the conformational ensembles using hierarchical clustering. Typically, the ensemble of conformations partitions into three distinct clusters, having different equilibrium populations and structural properties. Without any further readjustments to the parameters of the SOP-IDP model, we also obtained nearly quantitative agreement with paramagnetic relaxation enhancement (PRE) measurements for α-synuclein. The transferable SOP-IDP model sets the stage for several applications, including the study of phase separation in IDPs and interactions with nucleic acids.
真核生物蛋白质组中内在无序蛋白质(IDP)占优势,并且它们能够相互作用,以及出于功能目的与折叠蛋白、RNA和DNA相互作用,这使得定量表征其生物物理性质变得很重要。为此,我们开发了可转移的自组织聚合物(SOP-IDP)模型来计算几种IDP的性质。从SOP-IDP模拟获得的回转半径( )值与从SAXS实验估计的值高度吻合(相关系数为0.96)。对于AP180和Epsin,流体动力学半径( )的预测值与荧光相关光谱(FCS)实验得到的值几乎完全一致。引人注目的是,36种IDP的计算SAXS谱也几乎与实验谱重叠。回转半径( )和平均端到端距离( )对链长 的依赖性遵循弗洛里标度律 ( 和 ),这表明整体上IDP在良溶剂中表现得像合成聚合物。这一发现取决于溶剂质量,溶剂质量可通过改变pH值和盐浓度等变量来改变。 和 的值分别为0.20和0.48纳米。令人惊讶的是,从理论角度预期的标度有限尺寸修正对于 和 可以忽略不计。相比之下,只有考虑到IDP的有限尺寸,才能使用 定量解释实验可测量的 对 的依赖性。尽管弗洛里标度律准确地捕捉了 、 和 的估计值,但模拟数据在理论曲线周围的分散表明,通过使用层次聚类对构象集合进行细粒度分析会出现序列特异性特征。通常,构象集合会分成三个不同的簇,具有不同的平衡种群和结构性质。在不对SOP-IDP模型的参数进行任何进一步调整的情况下,我们还获得了与α-突触核蛋白的顺磁弛豫增强(PRE)测量值几乎完全一致的结果。可转移的SOP-IDP模型为多种应用奠定了基础,包括研究IDP中的相分离以及与核酸的相互作用。