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Title: CHARMM-GUI Input Generator for NAMD, GROMACS, AMBER, OpenMM, and CHARMM/OpenMM Simulations Using the CHARMM36 Additive Force Field

Abstract

Here we report that proper treatment of nonbonded interactions is essential for the accuracy of molecular dynamics (MD) simulations, especially in studies of lipid bilayers. The use of the CHARMM36 force field (C36 FF) in different MD simulation programs can result in disagreements with published simulations performed with CHARMM due to differences in the protocols used to treat the long-range and 1-4 nonbonded interactions. In this study, we systematically test the use of the C36 lipid FF in NAMD, GROMACS, AMBER, OpenMM, and CHARMM/OpenMM. A wide range of Lennard-Jones (LJ) cutoff schemes and integrator algorithms were tested to find the optimal simulation protocol to best match bilayer properties of six lipids with varying acyl chain saturation and head groups. MD simulations of a 1,2-dipalmitoyl-sn-phosphatidylcholine (DPPC) bilayer were used to obtain the optimal protocol for each program. MD simulations with all programs were found to reasonably match the DPPC bilayer properties (surface area per lipid, chain order parameters, and area compressibility modulus) obtained using the standard protocol used in CHARMM as well as from experiments. The optimal simulation protocol was then applied to the other five lipid simulations and resulted in excellent agreement between results from most simulation programs as wellmore » as with experimental data. AMBER compared least favorably with the expected membrane properties, which appears to be due to its use of the hard-truncation in the LJ potential versus a force-based switching function used to smooth the LJ potential as it approaches the cutoff distance. The optimal simulation protocol for each program has been implemented in CHARMM-GUI. This protocol is expected to be applicable to the remainder of the additive C36 FF including the proteins, nucleic acids, carbohydrates, and small molecules.« less

Authors:
 [1];  [1];  [2];  [3];  [4];  [5];  [6];  [6];  [7];  [1];  [8];  [4];  [2];  [6];  [5];  [9];  [1]
  1. Univ. of Kansas, Lawrence, KS (United States). Dept. of Molecular Biosciences and Center for Computational Biology
  2. Rutgers Univ., Piscataway, NJ (United States). Dept. of Chemistry and Chemical Biology
  3. Korean Inst. of Science and Technology Information, Daejeon (Korea)
  4. Stanford Univ., CA (United States). Dept. of Bioengineering
  5. Univ. of Maryland, College Park, MD (United States). Dept. of Pharmaceutical Sciences
  6. Univ. of Michigan, Ann Arbor, MI (United States). Dept. of Chemistry
  7. Harvard Medical School, Boston, MA (United States). Cancer Research Inst.
  8. Argonne National Lab. (ANL), Argonne, IL (United States)
  9. Univ. of Maryland, College Park, MD (United States). Dept. of Chemical and Biomolecular Engineering
Publication Date:
Research Org.:
Argonne National Laboratory (ANL), Argonne, IL (United States)
Sponsoring Org.:
USDOE; National Science Foundation (NSF); National Institutes of Health (NIH)
OSTI Identifier:
1261132
Grant/Contract Number:  
DBI-1145652; DBI-1145987; MCB-1149187; MCB-1157677; F32GM109632; GM037554; GM051501; GM070855; GM103695; R01GM072558; U54GM087519; KSC-2015-C3-004
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Chemical Theory and Computation
Additional Journal Information:
Journal Volume: 12; Journal Issue: 1; Journal ID: ISSN 1549-9618
Publisher:
American Chemical Society
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS AND COMPUTING

Citation Formats

Lee, Jumin, Cheng, Xi, Swails, Jason M., Yeom, Min Sun, Eastman, Peter K., Lemkul, Justin A., Wei, Shuai, Buckner, Joshua, Jeong, Jong Cheol, Qi, Yifei, Jo, Sunhwan, Pande, Vijay S., Case, David A., Brooks, Charles L., MacKerell, Alexander D., Klauda, Jeffery B., and Im, Wonpil. CHARMM-GUI Input Generator for NAMD, GROMACS, AMBER, OpenMM, and CHARMM/OpenMM Simulations Using the CHARMM36 Additive Force Field. United States: N. p., 2015. Web. doi:10.1021/acs.jctc.5b00935.
Lee, Jumin, Cheng, Xi, Swails, Jason M., Yeom, Min Sun, Eastman, Peter K., Lemkul, Justin A., Wei, Shuai, Buckner, Joshua, Jeong, Jong Cheol, Qi, Yifei, Jo, Sunhwan, Pande, Vijay S., Case, David A., Brooks, Charles L., MacKerell, Alexander D., Klauda, Jeffery B., & Im, Wonpil. CHARMM-GUI Input Generator for NAMD, GROMACS, AMBER, OpenMM, and CHARMM/OpenMM Simulations Using the CHARMM36 Additive Force Field. United States. https://doi.org/10.1021/acs.jctc.5b00935
Lee, Jumin, Cheng, Xi, Swails, Jason M., Yeom, Min Sun, Eastman, Peter K., Lemkul, Justin A., Wei, Shuai, Buckner, Joshua, Jeong, Jong Cheol, Qi, Yifei, Jo, Sunhwan, Pande, Vijay S., Case, David A., Brooks, Charles L., MacKerell, Alexander D., Klauda, Jeffery B., and Im, Wonpil. Thu . "CHARMM-GUI Input Generator for NAMD, GROMACS, AMBER, OpenMM, and CHARMM/OpenMM Simulations Using the CHARMM36 Additive Force Field". United States. https://doi.org/10.1021/acs.jctc.5b00935. https://www.osti.gov/servlets/purl/1261132.
@article{osti_1261132,
title = {CHARMM-GUI Input Generator for NAMD, GROMACS, AMBER, OpenMM, and CHARMM/OpenMM Simulations Using the CHARMM36 Additive Force Field},
author = {Lee, Jumin and Cheng, Xi and Swails, Jason M. and Yeom, Min Sun and Eastman, Peter K. and Lemkul, Justin A. and Wei, Shuai and Buckner, Joshua and Jeong, Jong Cheol and Qi, Yifei and Jo, Sunhwan and Pande, Vijay S. and Case, David A. and Brooks, Charles L. and MacKerell, Alexander D. and Klauda, Jeffery B. and Im, Wonpil},
abstractNote = {Here we report that proper treatment of nonbonded interactions is essential for the accuracy of molecular dynamics (MD) simulations, especially in studies of lipid bilayers. The use of the CHARMM36 force field (C36 FF) in different MD simulation programs can result in disagreements with published simulations performed with CHARMM due to differences in the protocols used to treat the long-range and 1-4 nonbonded interactions. In this study, we systematically test the use of the C36 lipid FF in NAMD, GROMACS, AMBER, OpenMM, and CHARMM/OpenMM. A wide range of Lennard-Jones (LJ) cutoff schemes and integrator algorithms were tested to find the optimal simulation protocol to best match bilayer properties of six lipids with varying acyl chain saturation and head groups. MD simulations of a 1,2-dipalmitoyl-sn-phosphatidylcholine (DPPC) bilayer were used to obtain the optimal protocol for each program. MD simulations with all programs were found to reasonably match the DPPC bilayer properties (surface area per lipid, chain order parameters, and area compressibility modulus) obtained using the standard protocol used in CHARMM as well as from experiments. The optimal simulation protocol was then applied to the other five lipid simulations and resulted in excellent agreement between results from most simulation programs as well as with experimental data. AMBER compared least favorably with the expected membrane properties, which appears to be due to its use of the hard-truncation in the LJ potential versus a force-based switching function used to smooth the LJ potential as it approaches the cutoff distance. The optimal simulation protocol for each program has been implemented in CHARMM-GUI. This protocol is expected to be applicable to the remainder of the additive C36 FF including the proteins, nucleic acids, carbohydrates, and small molecules.},
doi = {10.1021/acs.jctc.5b00935},
journal = {Journal of Chemical Theory and Computation},
number = 1,
volume = 12,
place = {United States},
year = {Thu Nov 12 00:00:00 EST 2015},
month = {Thu Nov 12 00:00:00 EST 2015}
}

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CHARMM-GUI Membrane Builder toward realistic biological membrane simulations
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CHARMM-GUI Membrane Builder for Mixed Bilayers and Its Application to Yeast Membranes
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Molecular Dynamics and NMR Spectroscopy Studies of E. coli Lipopolysaccharide Structure and Dynamics
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E. coli Outer Membrane and Interactions with OmpLA
journal, June 2014

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CHARMM All-Atom Additive Force Field for Sphingomyelin: Elucidation of Hydrogen Bonding and of Positive Curvature
journal, July 2014

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CHARMM-GUI HMMM Builder for Membrane Simulations with the Highly Mobile Membrane-Mimetic Model
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Probing the importance of lipid diversity in cell membranes via molecular simulation
journal, November 2015


Molecular dynamics simulations of water and biomolecules with a Monte Carlo constant pressure algorithm
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Probing the Periplasmic-Open State of Lactose Permease in Response to Sugar Binding and Proton Translocation
journal, December 2010

  • Pendse, Pushkar Y.; Brooks, Bernard R.; Klauda, Jeffery B.
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Membrane-Binding Mechanism of a Peripheral Membrane Protein through Microsecond Molecular Dynamics Simulations
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Computational characterization of structural dynamics underlying function in active membrane transporters
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Biophysical Changes of Lipid Membranes in the Presence of Ethanol at Varying Concentrations
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  • Konas, Ryan M.; Daristotle, John L.; Harbor, Ndubuisi B.
  • The Journal of Physical Chemistry B, Vol. 119, Issue 41
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Another Piece of the Membrane Puzzle: Extending Slipids Further
journal, October 2012

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  • Journal of Chemical Theory and Computation, Vol. 9, Issue 1
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Lipid14: The Amber Lipid Force Field
journal, January 2014

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  • Journal of Chemical Theory and Computation, Vol. 10, Issue 2
  • DOI: 10.1021/ct4010307

The Molecular Structure of the Liquid-Ordered Phase of Lipid Bilayers
journal, January 2014

  • Sodt, Alexander J.; Sandar, Michael Logan; Gawrisch, Klaus
  • Journal of the American Chemical Society, Vol. 136, Issue 2
  • DOI: 10.1021/ja4105667

Lipid Organization of the Plasma Membrane
journal, October 2014

  • Ingólfsson, Helgi I.; Melo, Manuel N.; van Eerden, Floris J.
  • Journal of the American Chemical Society, Vol. 136, Issue 41
  • DOI: 10.1021/ja507832e

Derivation and Systematic Validation of a Refined All-Atom Force Field for Phosphatidylcholine Lipids
journal, March 2012

  • Jämbeck, Joakim P. M.; Lyubartsev, Alexander P.
  • The Journal of Physical Chemistry B, Vol. 116, Issue 10
  • DOI: 10.1021/jp212503e

Improving the CHARMM Force Field for Polyunsaturated Fatty Acid Chains
journal, July 2012

  • Klauda, Jeffery B.; Monje, Viviana; Kim, Taehoon
  • The Journal of Physical Chemistry B, Vol. 116, Issue 31
  • DOI: 10.1021/jp304056p

Preferred Orientations of Phosphoinositides in Bilayers and Their Implications in Protein Recognition Mechanisms
journal, April 2014

  • Wu, Emilia L.; Qi, Yifei; Song, Kevin C.
  • The Journal of Physical Chemistry B, Vol. 118, Issue 16
  • DOI: 10.1021/jp500610t

Molecular basis for assembly of the shieldin complex and its implications for NHEJ
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Comparison of simple potential functions for simulating liquid water
journal, July 1983

  • Jorgensen, William L.; Chandrasekhar, Jayaraman; Madura, Jeffry D.
  • The Journal of Chemical Physics, Vol. 79, Issue 2
  • DOI: 10.1063/1.445869

Molecular dynamics with coupling to an external bath
journal, October 1984

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Constant pressure molecular dynamics for molecular systems
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Structure and dynamics of a nanodisc by integrating NMR, SAXS and SANS experiments with molecular dynamics simulations
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CHARMM-GUI 10 years for biomolecular modeling and simulation: Biomolecular Modeling and Simulation
journal, November 2016

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Novel FSHR variants causing female resistant ovary syndrome
journal, December 2019

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Investigating Dual Ca2+ Modulation of the Ryanodine Receptor 1 by Molecular Dynamics Simulation
journal, February 2020


Predictive compound accumulation rules yield a broad-spectrum antibiotic
journal, May 2017

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Hydrophobic gating in BK channels
journal, August 2018


An inner activation gate controls TMEM16F phospholipid scrambling
journal, April 2019


Long-ranged Protein-glycan Interactions Stabilize von Willebrand Factor A2 Domain from Mechanical Unfolding
journal, October 2018


The Role of a Crystallographically Unresolved Cytoplasmic Loop in Stabilizing the Bacterial Membrane Insertase YidC2
journal, October 2019


New Insights on Signal Propagation by Sensory Rhodopsin II/Transducer Complex
journal, February 2017

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Rapid diffusion of cholesterol along polyunsaturated membranes via deep dives
journal, January 2019

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Entropic forces drive clustering and spatial localization of influenza A M2 during viral budding
journal, August 2018

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  • Proceedings of the National Academy of Sciences, Vol. 115, Issue 37
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Structural modeling of human cardiac sodium channel pore domain
journal, July 2017


Identification of two natural compound inhibitors of Leishmania donovani Spermidine Synthase (SpdS) through molecular docking and dynamic studies
journal, August 2017

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Minor sequence modifications in temporin B cause drastic changes in antibacterial potency and selectivity by fundamentally altering membrane activity
posted_content, August 2018

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  • Scientific Reports
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β11-12 linker isomerization governs Acid-sensing ion channel desensitization and recovery
posted_content, August 2019

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Structural analysis of phosphorylation‐associated interactions of human MCC with Scribble PDZ domains
journal, July 2019

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Targeted fluorescence lifetime probes reveal responsive organelle viscosity and membrane fluidity
journal, February 2019


Molecular dynamic simulations to investigate the structural impact of known drug resistance mutations on HIV-1C Integrase-Dolutegravir binding
journal, May 2020


Chirality-Dependent Adsorption between Amphipathic Peptide and POPC Membrane
journal, September 2019

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Conformational latitude – activity relationship of KPPR tetrapeptide analogues toward their ability to inhibit binding of vascular endothelial growth factor 165 to neuropilin‐1
journal, May 2017

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Gramicidin Increases Lipid Flip-Flop in Symmetric and Asymmetric Lipid Vesicles
journal, March 2019

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Molecular basis of PIP2-dependent regulation of the Ca2+-activated chloride channel TMEM16A
journal, August 2019


Binding site opening by loop C shift and chloride ion-pore interaction in the GABA A receptor model
journal, January 2017

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Na + coordination at the Na2 site of the Na + /I symporter
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Phosphoantigen-induced conformational change of butyrophilin 3A1 (BTN3A1) and its implication on Vγ9Vδ2 T cell activation
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Investigating dual Ca2+ modulation of the ryanodine receptor 1 by molecular dynamics simulation
posted_content, August 2019

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A two-lane mechanism for selective biological ammonium transport
journal, November 2019

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Structural characterization of a prolyl aminodipeptidase (PepX) from Lactobacillus helveticus
journal, September 2019

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Mechanism of homodimeric cytokine receptor activation and dysregulation by oncogenic mutations
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Effect of Ca2+ on the promiscuous target-protein binding of calmodulin
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An Unusual Amino Acid Substitution Within Hummingbird Cytochrome c Oxidase Alters a Key Proton-Conducting Channel
journal, July 2020

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Homology modeling of human histone deacetylase 10 and design of potential selective inhibitors
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CHARMM‐GUI DEER facilitator for spin‐pair distance distribution calculations and preparation of restrained‐ensemble molecular dynamics simulations
journal, July 2019

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Magainin 2 and PGLa in Bacterial Membrane Mimics I: Peptide-Peptide and Lipid-Peptide Interactions
journal, November 2019

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Homology modeling of human histone deacetylase 10 and design of potential selective inhibitors
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SurA is a “Groove-y” Chaperone That Expands Unfolded Outer Membrane Proteins
posted_content, August 2020

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Increased H-Bond Stability Relates to Altered ε-Cleavage Efficiency and Aβ Levels in the I45T Familial Alzheimer’s Disease Mutant of APP
posted_content, August 2018

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Correction: A refined model of claudin-15 tight junction paracellular architecture by molecular dynamics simulations
journal, February 2018


Backbone and methyl assignment of bacteriorhodopsin incorporated into nanodiscs
text, January 2020


Investigating dual Ca 2+ modulation of the ryanodine receptor 1 by molecular dynamics simulation
journal, July 2020

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A New Computational Method for Membrane Compressibility: Bilayer Mechanical Thickness Revisited
journal, February 2019

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Water for Sterol: an Unusual Mechanism of Sterol Egress from a StARkin Domain
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A two-lane mechanism for selective biological ammonium transport
journal, July 2020

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Discovering the chloride pathway in the CFTR channel
journal, July 2019


Comparing pharmacophore models derived from crystal structures and from molecular dynamics simulations
journal, February 2016

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Backbone and methyl assignment of bacteriorhodopsin incorporated into nanodiscs
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Systematic Coarse-Grained Lipid Force Fields with Semiexplicit Solvation via Virtual Sites
journal, January 2019

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Substrate-Specific Inhibition Constants for Phospholipase A2 Acting on Unique Phospholipid Substrates in Mixed Micelles and Membranes Using Lipidomics
journal, January 2019

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Unidirectional Transport Mechanism in an ATP Dependent Exporter
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Molecular Basis of the Glucose Transport Mechanism in Plants
journal, May 2019


Virtual Screening of Chemical Compounds for Discovery of Complement C3 Ligands
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Crystal structure of a multi-domain human smoothened receptor in complex with a super stabilizing ligand
journal, May 2017

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An inner activation gate controls TMEM16F phospholipid scrambling
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L amino acid transporter structure and molecular bases for the asymmetry of substrate interaction
journal, April 2019

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Molecular mechanism of a potassium channel gating through activation gate-selectivity filter coupling
journal, November 2019


Publisher Correction: Hydrophobic gating in BK channels
journal, September 2020


Interaction of SNARE Mimetic Peptides with Lipid bilayers: Effects of Secondary Structure, Bilayer Composition and Lipid Anchoring
journal, May 2019


Temporin L and aurein 2.5 have identical conformations but subtly distinct membrane and antibacterial activities
journal, July 2019


The Role of a Crystallographically Unresolved Cytoplasmic Loop in Stabilizing the Bacterial Membrane Insertase YidC2
journal, October 2019


Asc-1 Transporter (SLC7A10): Homology Models And Molecular Dynamics Insights Into The First Steps Of The Transport Mechanism
journal, February 2020


Integrated solid-state NMR and molecular dynamics modeling determines membrane insertion of human β-defensin analog
journal, November 2019


New Insights on Signal Propagation by Sensory Rhodopsin II/Transducer Complex
journal, February 2017

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Characterizing the structural ensemble of γ-secretase using a multiscale molecular dynamics approach
journal, January 2017

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Na + coordination at the Na2 site of the Na + /I symporter
journal, August 2016

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The allosteric mechanism of substrate-specific transport in SLC6 is mediated by a volumetric sensor
journal, July 2019

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Membrane perforation by the pore-forming toxin pneumolysin
journal, June 2019

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Ensemble-based evaluation for protein structure models
journal, June 2016


Modulation of the helical properties of DNA: next-to-nearest neighbour effects and beyond
journal, April 2019

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Self-assembly Controls Self-cleavage of HHR from ASBVd(-): a Combined SANS and Modeling Study
journal, March 2016

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Markov modeling reveals novel intracellular modulation of the human TREK-2 selectivity filter
journal, December 2016

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Developing a Fully-glycosylated Full-length SARS-CoV-2 Spike Protein Model in a Viral Membrane
journal, June 2020


Understanding the Functional Properties of Lipid Heterogeneity in Pulmonary Surfactant Monolayers at the Atomistic Level
journal, July 2020

  • Liekkinen, Juho; de Santos Moreno, Berta; Paananen, Riku O.
  • Frontiers in Cell and Developmental Biology
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Increased H-Bond Stability Relates to Altered ε-Cleavage Efficiency and Aβ Levels in the I45T Familial Alzheimer’s Disease Mutant of APP
posted_content, August 2018

  • Götz, Alexander; Högel, Philipp; Silber, Mara
  • Scientific Reports
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β11-12 linker isomerization governs Acid-sensing ion channel desensitization and recovery
posted_content, August 2019

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A Computational Modeling Approach Predicts Interaction of the Antifungal Protein AFP from Aspergillus giganteus with Fungal Membranes via Its γ-Core Motif
journal, October 2018

  • Utesch, Tillmann; de Miguel Catalina, Alejandra; Schattenberg, Caspar
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Reduced level of docosahexaenoic acid shifts GPCR neuroreceptors to less ordered membrane regions
journal, May 2019


A refined model of claudin-15 tight junction paracellular architecture by molecular dynamics simulations
journal, September 2017


Augmenting the antinociceptive effects of nicotinic acetylcholine receptor activity through lynx1 modulation
journal, July 2018


Drug-induced diabetes type 2: In silico study involving class B GPCRs
journal, January 2019


Effect of pressure profile of shock waves on lipid membrane deformation
journal, February 2019


Molecular Modeling of Structures and Interaction of Human Corticotropin-Releasing Factor (CRF) Binding Protein and CRF Type-2 Receptor
journal, February 2018

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Towards A Molecular Understanding of The Cannabinoid Related Orphan Receptor GPR18: A Focus on Its Constitutive Activity
journal, May 2019

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Chirality-Dependent Adsorption between Amphipathic Peptide and POPC Membrane
journal, September 2019

  • Chen, Ke; Sheng, Yuebiao; Wang, Jun
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Inhibition of a Snake Venom Metalloproteinase by the Flavonoid Myricetin
journal, October 2018


NFBTA: A Potent Cytotoxic Agent against Glioblastoma
journal, June 2019


Interactions between Triterpenes and a P-I Type Snake Venom Metalloproteinase: Molecular Simulations and Experiments
journal, September 2018

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Potential of Matrix Metalloproteinase Inhibitors for the Treatment of Local Tissue Damage Induced by a Type P-I Snake Venom Metalloproteinase
journal, December 2019

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Comparison of Sampling Methods via Robust Free Energy Inference: Application to Calmodulin
preprint, January 2017


Key steps in unconventional secretion of fibroblast growth factor 2 reconstituted with purified components
journal, July 2017


Exchange of water for sterol underlies sterol egress from a StARkin domain
journal, December 2019


Simulations of lipid bilayers using the CHARMM36 force field with the TIP3P-FB and TIP4P-FB water models
journal, January 2018


A novel proton transfer mechanism in the SLC11 family of divalent metal ion transporters.
text, January 2017

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