Support for the UKCP consortium

Lead Research Organisation: King's College London
Department Name: Physics

Abstract

Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.

Publications

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Botten D (2015) Structural Properties of Green Tea Catechins in The Journal of Physical Chemistry B

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Fulford M (2019) DeepIce: A Deep Neural Network Approach To Identify Ice and Water Molecules. in Journal of chemical information and modeling

 
Description We studied the binding of the neurotransmitter GABA to models of the insect RDL receptors, a ligand gated ion channel involved in insecticide resistance. This was done first with conventional ligand-protein docking and molecular dynamics simulations and then with the innovative enhanced sampling funnel-metadynamics method. Results for the wild-type and mutants are consistent with experiments and provide the neurotransmitter-binding free energy landscape and its disruption by mutations. We also investigated the serotonin-activated 5-HT3 receptor with a model including a mimic of the cell membrane.

We investigated the binding of the green tea polyphenol EGCg to the cardiac protein troponin C, involved in heart contractions, to elucidate the potential role of EGCg as calcium regulator.

We explored the conformational free energy landscape of aspartic acid and green tea polyphenols in the gas phase and aqueous solution.

We evaluated the free energy of melting and re-crystallization at surfaces of hexagonal ice as part of a study to understand the mechanism of growth of ice crystals at different temperature. We estimated the rate of recrystallization and the structure and properties of the quasi-liquid layer at ice surfaces as a function of temperature.

We investigated the piezochromic properties of CdS nanocrystals by calculating the absorption spectra under pressure with time-dependent density functional theory.
Exploitation Route Ligand gated ion channels are involved in neuronal disorders and target sites for drugs and insecticides so understanding their activation mechanisms may be relevant for the chemical and pharmaceutical industries.

Green tea is becoming popular for its alleged health benefits so the study of its active components may also be relevant for the pharmaceutical, cosmetic and healthcare sectors.

Ice is important for the environment and understanding how its growth is affected by temperature is interesting for climate change.

The piezochromic properties of semiconductor nanocrystals may be exploited for pressure sensors.
Sectors Agriculture, Food and Drink,Chemicals,Electronics,Environment,Healthcare,Pharmaceuticals and Medical Biotechnology

URL http://ukcp.ac.uk
 
Description This grant was part of a large consortium containing 19 different nodes (university departments) led by Prof. Matt Probert at the University of York. Please see the overview and impact summary of EPSRC Grant EP/K013564/1. The resources help train PhD students in biological and nanomaterials simulations which went on to a variety of career in academia, finance and data science.
First Year Of Impact 2016
Sector Chemicals,Education,Environment,Pharmaceuticals and Medical Biotechnology
Impact Types Societal,Economic

 
Description Support for the UKCP consortium
Amount £9,987 (GBP)
Funding ID EP/P022472/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 04/2017 
End 03/2022
 
Title Data Files for Mapping the Conformational Free Energy of Aspartic Acid in the Gas Phase and in Aqueous Solution 
Description Supporting data for "Mapping the conformational free energy of aspartic acid in the gas phase and in aqueous solution" , Federico Comitani, Kevin Rossi, Michele Ceriotti, M. Eugenia Sanz and Carla Molteni, The Journal of Chemical Physics 146, 145102 (2017); https://doi.org/10.1063/1.4979519 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact Development of a simulation protocol combining force-field based metadynamics, sketch-map analysis, and quantum chemical calculations able to produce an exhaustive conformational exploration that can be applied to amino acid and peptides with complex conformational landscapes. 
 
Title DeepIce 
Description Deep Neural Network for identifying the phase of water and ice molecules 
Type Of Material Computer model/algorithm 
Year Produced 2019 
Provided To Others? Yes  
Impact This is useful as an example of applying deep neural networks to distinguish structurally different molecular environments. 
URL https://github.com/mfulford/DeepIce
 
Title Simulation data I (molecular dynamics) for 'Trans-Cis Proline Switches in a Pentameric Ligand-Gated Ion Channel - How They Are Affected by and How They Affect the Biomolecular Environment' 
Description Pentameric ligand-gated ion channels (pLGICs) are important neuroreceptors, embedded in neuronal membranes, that mediate fast synaptic transmission. The molecular details of their working mechanisms have still to be fully unravelled due to their complexity and limited structural information available. Here we focus on a potential molecular switch in a prototypical pLGIC, the serotonin-activated 5-HT3 receptor, consisting of the trans-cis isomerization of a proline at the interface between the extracellular and transmembrane domain. We investigate this switch within the receptor with molecular dynamics (data reported here) and metadynamics simulations. The molecular dynamics simulations were performed for four different models, named 5Trans (with Pro281 in the trans conformation for all the five subunits), 3Cis (with Pro281 in the cis conformation in subunits 1, 3 and 4), 5Cis (with the five Pro281 in cis), and 5Trans5Cis (with the five Pro281 in trans and the five Pro274 in cis). 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact These data show molecular dynamics simulations of a pentameric ligand gated ion channel embedded in a lipid bilayer and provide useful information for setting up simulations of similar systems within the research group and outside. 
 
Title Simulation data II (metadynamics) for 'Trans-Cis Proline Switches in a Pentameric Ligand-Gated Ion Channel - How They Are Affected by and How They Affect the Biomolecular Environment' 
Description Pentameric ligand-gated ion channels (pLGICs) are important neuroreceptors, embedded in neuronal membranes, that mediate fast synaptic transmission. The molecular details of their working mechanisms have still to be fully unravelled due to their complexity and limited structural information available. Here we focus on a potential molecular switch in a prototypical pLGIC, the serotonin-activated 5-HT3 receptor, consisting of the trans-cis isomerization of a proline at the interface between the extracellular and transmembrane domain. We investigate this switch within the receptor with metadynamics simulations (data reported here) and molecular dynamics. The metadynamics simulations concern the isomerisation process of Pro281 in subunit 3. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact These data show how to carry out an enhanced sampling study with metadynamics of proline isomerization in a complex biomolecular environment, useful for computational scientists interested in similar systems. 
 
Title Simulation data for The Free Energy Landscape of GABA Binding to a Pentameric Ligand-gated Ion Channel and its Disruption by Mutations 
Description Supporting data for the paper Federico Comitani, Vittorio Limongelli and Carla Molteni, "The Free Energy Landscape of GABA Binding to a Pentameric Ligand-gated Ion Channel and its Disruption by Mutations", J. Chem. Theory Comput. 12, 3398-3406 (2016). DOI: 10.1021/acs.jctc.6b00303 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact Simulation protocol for the free energy landscape of a neurotransmitter binding to a pentameric ligand gated ion channel using the funnel metadynamics method. 
 
Title Simulation data for: Piezochromic effects in CdS nanocrystals: the roles of size, ligands and pressure 
Description Simulation data supporting the publication Unravelling the Roles of Size, Ligands, and Pressure in the Piezochromic Properties of CdS Nanocrystals, N.R.C. Corsini, N.D.M. Hine, P.D. Haynes and C. Molteni, Nano Lett., 2017, 17 (2), pp 1042-1048, DOI: 10.1021/acs.nanolett.6b04461 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact Simulation protocol for large time-dependent DFT calculations of CdS nanocrystals 
URL https://zenodo.org/record/58269#.WpQqK0x2u88