Salts readily alter the physical properties of intrinsically disordered proteins (IDPs) rich in charged residues. Using a coarse-grained IDP model and computer simulations, we investigated how salts affect the heterogeneous conformational ensemble and segment-level structures of the IDP prothymosin-α, classified as a polyelectrolyte. We show that clusters of conformations with distinct structural features are present within the conformational ensemble of prothymosin-α by projecting it onto a two-dimensional latent space with the aid of autoencoders. Although prothymosin-α is inherently disordered, there are preferred transitions between these clusters of conformations. Changing the salt concentration led to the formation of new conformational clusters or/and the disappearance of existing conformational clusters, contributing to changes in IDP properties. Shuffling the Skopelitian domain (C-terminal sequence) of prothymosin-α, known for its anticancer activity, resulted in a different conformational cluster, indicating that clusters with specific structures are related to a particular IDP function. The multiple conformational clusters with distinct structural features could be correlated to different IDP functions, and salts aid or inhibit these functions by modulating the population of conformations in the clusters.
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http://dx.doi.org/10.1021/acs.jpcb.4c08248 | DOI Listing |
Background: Alkhumra hemorrhagic fever virus is a newly discovered tick-borne flavivirus that was first identified in 1994 - 1995 in the Alkhumra district of Jeddah, Kingdom of Saudi Arabia. AHFV was detected in a butcher who developed severe hemorrhagic fever. Since then, a total of 604 confirmed cases have been reported in KSA between 1995 - 2020.
View Article and Find Full Text PDFJ Chem Theory Comput
March 2025
Theoretical Molecular Science Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama 351-0198, Japan.
Machine learning (ML) methods have emerged as an efficient surrogate for high-level electronic structure theory, offering precision and computational efficiency. However, the vast conformational and chemical space remains challenging when constructing a general force field. Training data sets typically cover only a limited region of this space, resulting in poor extrapolation performance.
View Article and Find Full Text PDFSci Rep
March 2025
Department of Chemistry and Biology, Graduate School of Science and Engineering, Ehime University, 2-5 Bunkyo, Matsuyama, Ehime, 790-8577, Japan.
Gold nanoparticles (AuNPs) are used as colorimetric biosensors that, combined with immobilised single-stranded DNA (ssDNA-AuNPs), can be used in genetic diagnosis because of their rapid and sequence-specific aggregation properties. Herein, we investigated the effect of the steric structure and density of immobilised DNA on AuNPs in non-crosslinking aggregation-based nucleic acid detection. Detection sensitivity improved with decreasing DNA density for linear conformations, but worsened for those with more rigid stem structures.
View Article and Find Full Text PDFJ Chem Inf Model
March 2025
School of Medicine and Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Shenzhen 518172, China.
Locating the low free energy paths (LFEPs) connecting different conformational states is among the major tasks for the simulations of complex biomolecules as the pathways encode the physical essence and, therefore, the underlying mechanism for their functional dynamics. Finding the LFEPs is yet challenging due to the numerous degrees of freedom of the molecules and expensive force calculations. To alleviate this issue, we have previously introduced a Traveling-Salesman-based Automated Path Searching (TAPS) approach that requires minimal input information to locate the LFEP closest to a given initial guess path.
View Article and Find Full Text PDFJ Chem Phys
March 2025
Department of Chemistry, Technical University of Denmark, Kemitorvet 206, 2800 Kgs. Lyngby, Denmark.
In a recent theoretical investigation of DCl-H2O, HCl-D2O, and DCl-D2O [Felker et al., J. Phys.
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