Theory of Coarse-Graining and Multiscale Phenomena

Charge Transport

Renewable Energy Materials

Simulations of Biomolecular Systems

Developing and applying new theoretical and computational methods to study complex condensed phase systems

The research in the Voth Group involves theoretical and computer simulation studies of biomolecular, condensed phase, quantum mechanical, and materials systems. One of our goals is to develop new theory to describe such problems across multiple, connected length and time scales. Another related goal is to develop and apply new computational methods, tied to our multiscale theory, that can explain and predict complex phenomena occurring in these systems. We are also increasingly utilizing machine learning ideas in intersection with good statistical mechanics to develop new approaches and to solve complex problems. Our methods are applied, for example, to probe protein-protein self-assembly, membrane-protein interactions, biomolecular and liquid state charge transport, complex liquids, self-assembly, and energy conversion materials. Our research is also often carried out in close collaboration with leading experimentalists from around the world. 

DOWNLOADABLE MATERIALS

RAPTOR® Charge Transport Simulation Software

OpenMSCG – Open-source software for multiscale coarse-graining modeling

Gregory A. Voth

Haig P. Papazian Distinguished Service Professor
Department of Chemistry
Google Scholar Page

RESEARCH NEWS

HIV-1 Capsid Shape, Orientation, and Entropic Elasticity Regulate Translocation into the Nuclear Pore Complex

Nuclear import and uncoating of the viral capsid are critical steps in the HIV-1 life cycle that serve to transport and release genomic material into the nucleus. Viral core import involves translocating the HIV-1 capsid at the nuclear pore complex (NPC). Notably, the central channel of the NPC appears to often accommodate and allow passage of intact HIV-1 capsid, though mechanistic details of the process remain to be fully understood. Here, we investigate the molecular interactions that operate in concert between the HIV-1 capsid and the NPC that regulate capsid translocation through the central channel. To this end, we develop a “bottom-up” coarse-grained (CG) model of the human NPC from recently released cryo-electron tomography structure and then construct composite membrane-embedded CG NPC models. We find that successful translocation from the cytoplasmic side to the NPC central channel is contingent on the compatibility of the capsid morphology and channel dimension and the proper orientation of the capsid approach to the channel from the cytoplasmic side. The translocation dynamics is driven by maximizing the contacts between phenylalanine-glycine nucleoporins at the central channel and the capsid. For the docked intact capsids, structural analysis reveals correlated striated patterns of lattice disorder likely related to the intrinsic capsid elasticity. Uncondensed genomic material inside the docked capsid augments the overall lattice disorder of the capsid. Our results suggest that the intrinsic “elasticity” can also aid the capsid to adapt to the stress and remain structurally intact during translocation.

On the Key Influence of Amino Acid Ionic Liquid Anions on CO2 Capture

Amino acid ionic liquids (AAILs) are promising green materials for CO2 capture and conversion due to their large chemical structural tunability. However, the structural understanding of the AAILs underlying the CO2 reaction dynamics remains uncertain. Herein, we examine the steric effects of AAIL anions with various chemical structures on CO2 capture behavior. Based on ab initio free-energy sampling, we assess reaction mechanisms for carbamate formation via a two-step reaction pathway with a zwitterion intermediate undergoing dynamic proton transfer. Our results show that free-energy barriers for carbamate formation can be significantly reduced as the degree of steric hindrance of the anions decreases. Further analyses reveal that reduced steric hindrance of anions causes markedly stronger intermolecular interactions between zwitterion and anions, leading to an increased kinetically favorable intermolecular proton transfer for carbamate production. We also describe the correlation strength between intramolecular interactions within the zwitterion and intermolecular interactions between the zwitterion and anions. We conclude that the favored structural flexibility due to the less steric hindrance of the zwitterion leads to enhanced intermolecular interactions, facilitating proton transfer to nearby AAIL anions for carbamate formation. Our study provides invaluable insight into the influence of various degrees of steric hindrance of the AAIL anions governing CO2 chemisorption. These findings may aid in the design of optimal AAIL solvents for the CO2 capture process.

Molecular Dynamics Simulations of HIV-1 Matrix-Membrane Interactions at Different Stages of Viral Maturation

Although the structural rearrangement of the membrane-bound matrix (MA) protein trimers upon HIV-1 maturation has been reported, the consequences of MA maturation on the MA-lipid interactions are not well understood. Long-timescale molecular dynamics simulations of the MA multimeric assemblies of immature and mature virus particles with our realistic asymmetric membrane model have explored MA-lipid interactions and lateral organization of lipids around MA complexes. The number of stable MA-phosphatidylserine and MA-phosphatidylinositol 4,5-bisphosphate (PIP2) interactions at the trimeric interface of the mature MA complex is observed to be greater compared to that of the immature MA complex. Our simulations identified an alternative PIP2-binding site in the immature MA complex where the multivalent headgroup of a PIP2 lipid with a greater negative charge binds to multiple basic amino acid residues such as ARG3 residues of both the MA monomers at the trimeric interface and highly basic region (HBR) residues (LYS29, LYS31) of one of the MA monomers. Our enhanced sampling simulations have explored the conformational space of phospholipids at different binding sites of the trimer-trimer interface of MA complexes that are not accessible by conventional unbiased molecular dynamics. Unlike the immature MA complex, the 2′ acyl tail of two PIP2 lipids at the trimeric interface of the mature MA complex is observed to sample stable binding pockets of MA consisting of helix-4 residues. Together, our results provide molecular-level insights into the interactions of MA trimeric complexes with membrane and different lipid conformations at the specific binding sites of MA protein before and after viral maturation.

Conformational Transitions of the HIV-1 Gag Polyprotein Upon Multimerization and gRNA Binding

During the HIV-1 assembly process, the Gag polyprotein multimerizes at the producer cell plasma membrane, resulting in the formation of spherical immature virus particles. Gag-genomic RNA (gRNA) interactions play a crucial role in the multimerization process, which is yet to be fully understood. We performed large-scale all-atom molecular dynamics simulations of membrane-bound full-length Gag dimer, hexamer, and 18-mer. The inter-domain dynamic correlation of Gag, quantified by the heterogeneous elastic network model applied to the simulated trajectories, is observed to be altered by implicit gRNA binding, as well as the multimerization state of the Gag. The lateral dynamics of our simulated membrane-bound Gag proteins, with and without gRNA binding, agree with prior experimental data and help to validate our simulation models and methods. The gRNA binding is observed to affect mainly the SP1 domain of the 18-mer and the matrix-capsid linker domain of the hexamer. In the absence of gRNA binding, the independent dynamical motion of the nucleocapsid domain results in a collapsed state of the dimeric Gag. Unlike stable SP1 helices in the six-helix bundle, without IP6 binding, the SP1 domain undergoes a spontaneous helix-to-coil transition in the dimeric Gag. Together, our findings reveal conformational switches of Gag at different stages of the multimerization process and predict that the gRNA binding reinforces an efficient binding surface of Gag for multimerization, and also regulates the dynamic organization of the local membrane region itself.

Cooperative Membrane Binding of HIV-1 Matrix Proteins

The HIV-1 assembly process begins with a newly synthesized Gag polyprotein being targeted to the inner leaflet of the plasma membrane of the infected cells to form immature viral particles. Gag–membrane interactions are mediated through the myristoylated (Myr) N-terminal matrix (MA) domain of Gag, which eventually multimerize on the membrane to form trimers and higher order oligomers. The study of the structure and dynamics of peripheral membrane proteins like MA has been challenging for both experimental and computational studies due to the complex transient dynamics of protein–membrane interactions. Although the roles of anionic phospholipids (PIP2, PS) and the Myr group in the membrane targeting and stable membrane binding of MA are now well-established, the cooperative interactions between the MA monomers and MA-membrane remain elusive in the context of viral assembly and release. Our present study focuses on the membrane binding dynamics of a higher order oligomeric structure of MA protein (a dimer of trimers), which has not been explored before. Employing time-lagged independent component analysis (tICA) to our microsecond-long trajectories, we investigate conformational changes of the matrix protein induced by membrane binding. Interestingly, the Myr switch of an MA monomer correlates with the conformational switch of adjacent monomers in the same trimer. Together, our findings suggest complex protein dynamics during the formation of the immature HIV-1 lattice; while MA trimerization facilitates Myr insertion, MA trimer–trimer interactions in the immature lattice can hinder the same.

VOTH GROUP MEMBER NEWS

2024

Scott Kaiser: A graduate student in The Voth Group, has been selected as one of the prestigious Outstanding Graduate Students for the Department of Energy (DOE) Office of Science Graduate Student Research (SCGSR) program.

Kuntal Ghosh: A graduate student in The Voth Group, has received the John C. Light Memorial/John A. Weil Fellowship by The University of Chicago, Department of Chemistry.

Prof. Gregory Voth was honored by the American Chemical Society (ACS) with a four-day symposium that featured his work and accomplishments, as well as research inspired by his scientific work. From March 17th – 21st, the symposium, titled “In Honor of Gregory Voth’s 65th Birthday: From Quantum Dynamics to Ultra Coarse-Graining, and Everything in Between”, featured more than 60 speakers from around the country and was organized by Revati Kumar (LSU), Jianing Li (Purdue), Francesco Paesani (UCSD), and David R. Reichman (Columbia).

2023

Manish Gupta: A graduate student in The Voth Group, has received the John C. Light Memorial/John A. Weil Fellowship by The University of Chicago, Department of Chemistry.

2022

Jaehyeok Jin: A graduate student in The Voth Group, has been awarded with Postdoctoral Fellowship Award in Chemical Sciences by Arnold and Mabel Beckman Foundation.

Chenghan Li: A graduate student has won the Yang Cao-Lan-Xian Best P-Chem Thesis Award by the Department of Chemistry of The University of Chicago.

Ian Bongalonta: A graduate student in the Voth Group, has won the Chicago Center for Teaching Fellowship Award. He is also the recipient of the Wayne C. Booth Prize for Excellence in Teaching Award.

2021

Mijo Simunovic: Former graduate student of the Voth Group, wins NIH Director’s Innovator Award

Jeri Beiter: A graduate student in The Voth Group, has been awarded Freud Departmental Citizenship Award for her hard work as a member of the chemistry department recruitment committee.

Jaehyeok Jin: A graduate student in The Voth Group, has been selected for a William Rainey Harper Dissertation Fellowship for the 2021-2022 academic year.

Prof. Gregory A. Voth’s appearance on Fox News-Chicago Interview on the creation of the first computational model of the entire COVID-19 virus

Voth Group Creates the first computational model of the entire virus responsible for COVID-19

 

    2020

    Gregory A. Voth to receive 2021 BPS Innovation Award

    Sriramvignesh Mani has received the MolSSI Seed Software Fellowship towards the development of a UCG computational framework for biochemical reaction networks

    Yining Han has received the Yang Cao-Lan-Xian Best Thesis Award in Physical Chemistry

      2019

      Jaehyeok Jin wins the Best Poster Award at the US-Korea Conference (UKC) 2019 in recognition of his work on the theory of high fidelity coarse-graining.

      Jaehyeok Jin is the recipient of the 2019 Korean American Scientists and Engineers Association Scholarship.

      Arpa Hudait is the recipient of the 2019 Justin Jankunas Doctoral Dissertation Award in Chemical Physics

      Jaehyeok Jin has won the Chemical Computing Group Excellence Award for the Fall 2019 American Chemical Society national meeting.

      Greg Voth is the recipient of the 2019 S F Boys-A Rahman Award. Royal Society of Chemistry recognizes Professor Voth for excellence in computational chemistry.

      Timothy Loose is the recipient of the 2019 NSF Graduate Research Fellowship Program (GRFP) award. The GRFP award recognizes and supports outstanding graduate students in NSF-supported science, technology, engineering, and mathematics.

      Greg Voth is the recipient of the Joel Henry Hildebrand Award in the Theoretical and Experimental Chemistry of Liquids, American Chemical Society National Award.

      Jaehyeok Jin, a graduate student in The Voth Group, has been awarded the fourth place in the 25th Humantech Paper Contest sponsored by Samsung.