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| | ^ Description ^ Input ^ Type ^ Main \\ Refer- \\ ence(s) ^ Link ^ | | ^ Description ^ Input ^ Type ^ Main \\ Refer- \\ ence(s) ^ Link ^ |
| | ^ COMBINE analysis / \\ ensembleCombine | Prediction of Drug-Target Binding Kinetics for Flexible Proteins by Comparative Binding Energy Analysis (COMBINE analysis was originally developed for and can also be used for the prediction of binding free energies) | Binding Analysis | Standalone Program | (([[https://doi.org/10.1021/acs.jcim.1c00639|Prediction of the Drug–Target Binding Kinetics for Flexible Proteins by Comparative Binding Energy Analysis]])) | [[https://kbbox.h-its.org/toolbox/tutorials/generation-of-quantitative-structure-kinetics-relationships-qskrs-using-comparative-binding-energy-combine-analysis/ | Tutorial]] \\ [[https://github.com/HITS-MCM/ensembleCOMBINE|GitHub]] | |
| | ^ KBbox | KBbox: a Toolbox of \\ Computational Methods for Studying \\ the Kinetics of Molecular Binding | Search term | Webserver | (([[https://doi.org/10.1021/acs.jcim.9b00485|KBbox: A Toolbox of Computational Methods for Studying the Kinetics of Molecular Binding]])) | [[https://kbbox.h-its.org|Search KBbox]] | |
| | ^ L-RIP / RIPLig | Two non-equilibrium MD approaches \\ for the identification of \\ slow conformational changes of a \\ protein binding site | Protein structure | Standalone also \\ used within TRAPP | (([[https://pubs.acs.org/doi/abs/10.1021/acs.jctc.6b00101|Perturbation Approaches for Exploring Protein Binding Site Flexibility to Predict Transient Binding Pockets]])) | [[http://mcm.h-its.org/lrip-riplig|L-RIP and RIPlig]] | |
| | ^ MD-IFP | MD trajectory analysis using protein-ligand or protein-protein Interaction Fingerprints | Trajectories \\ Test dataset provided | Jupyter Notebooks | (([[https://pubs.aip.org/aip/jcp/article-abstract/153/12/125102/1062851/A-workflow-for-exploring-ligand-dissociation-from?redirectedFrom=fulltext|Kokh DB et. al. (2020) A Workflow for Exploring Ligand Dissociation from a Macromolecule: Efficient Random Acceleration Molecular Dynamics Simulation and Interaction Fingerprints Analysis of Ligand Trajectories. J. Chem. Phys. 153(12):125102]])) | Includes example of IFP analysis of dissociation trajectories for 3 compounds of HSP90 reported in Kokh et al. (2020) J. Chem. Phys. 153(12):125102; as well as an example for IFP analysis for a protein-protein complex reported in D'Arrigo et al. (2024) Commun Biol 7(1):1159 \\ [[https://github.com/HITS-MCM/MD-IFP]] | |
| ^ Molsurfer | Protein structure tool \\ to link a 2D projection of a \\ macromolecular interface to a 3D \\ view of the macromolecular structures \\ [[http://projects.h-its.org/mcm/software/ADS|ADS]] Analytically Defined molecular Surfaces \\ is used within Molsurfer | PDB/PQR files \\ or PDB codes | Webserver | (([[https://projects.h-its.org/dbase/molsurfer/doc/tibs.html|MolSurfer: 2D maps to navigate 3D structures of proteins and their complexes]])) (([[https://www.ncbi.nlm.nih.gov/pmc/articles/PMC168994/|MolSurfer: a macromolecular interface navigator.]])) | [[https://molsurfer.h-its.org]] \\ [[https://molsurfer.h-its.org/demo/1nca/result.html|Neuraminidase 1nca example]] | | ^ Molsurfer | Protein structure tool \\ to link a 2D projection of a \\ macromolecular interface to a 3D \\ view of the macromolecular structures \\ [[http://projects.h-its.org/mcm/software/ADS|ADS]] Analytically Defined molecular Surfaces \\ is used within Molsurfer | PDB/PQR files \\ or PDB codes | Webserver | (([[https://projects.h-its.org/dbase/molsurfer/doc/tibs.html|MolSurfer: 2D maps to navigate 3D structures of proteins and their complexes]])) (([[https://www.ncbi.nlm.nih.gov/pmc/articles/PMC168994/|MolSurfer: a macromolecular interface navigator.]])) | [[https://molsurfer.h-its.org]] \\ [[https://molsurfer.h-its.org/demo/1nca/result.html|Neuraminidase 1nca example]] | |
| ^ TRAPP v4 | Tool for the analysis, \\ including druggability analysis, \\ of TRAnsient binding Pockets in Proteins | Structures, Ligands, \\ Trajectories | Standalone Software | (([[https://pubs.acs.org/doi/10.1021/acs.jcim.9b01185 | Druggability Assessment in TRAPP using Machine Learning Approaches]])), (([[https://pubs.acs.org/doi/abs/10.1021/ci4000294 | TRAPP: A Tool for Analysis of Transient Binding Pockets in Proteins]])) | [[https://www.h-its.org/downloads/trapp/|Download TRAPP]] | | ^ PIPSA / \\ webPIPSA | Comparing electrostatic potentials \\ (or other molecular interaction fields)\\ of protein structures | Protein Structures \\ of the same fold | Standalone Software | (([[https://onlinelibrary.wiley.com/doi/abs/10.1002/qua.1204|Protein Interaction Property Similarity Analysis. ]])) (([[http://www.biomedcentral.com/1471-2105/8/373/|qPIPSA: Relating enzymatic kinetic parameters and interaction fields]])) | [[https://projects.h-its.org/mcmsoft/pipsa/4.0.2/availability.html|Download PIPSA/Multipipsa]] | |
| ^ ::: | ::: | ::: | Webserver | (([[https://academic.oup.com/nar/article/45/W1/W325/3744539 | TRAPP webserver: predicting protein binding site flexibility and detecting transient binding pockets]])) | [[https://trapp.h-its.org|Run TRAPP analysis]] | | ^ ::: | ::: | ::: | Python Interface \\ Multipipsa | ::: | ::: | |
| ^ L-RIP / RIPLig | Two non-equilibrium MD approaches \\ for the identification of \\ slow conformational changes of a \\ protein binding site | Protein structure | Standalone also \\ used within TRAPP | (([[https://pubs.acs.org/doi/abs/10.1021/acs.jctc.6b00101|Perturbation Approaches for Exploring Protein Binding Site Flexibility to Predict Transient Binding Pockets]])) | [[http://mcm.h-its.org/lrip-riplig|L-RIP and RIPlig]] | | ^ ::: | ::: | ::: | Google colab \\ commandline | ::: | You can also run the commandline version in a google colab: https://colab.research.google.com/drive/1L7-KFFe69TG-tnoYQS3Yzomqxb8t2F1k#scrollTo=0rtGiKf7MtYh | |
| ^ RASPD+ | Fast protein-ligand binding free energy prediction using simplified physicochemical features | Structures, \\ Ligands | Standalone Software | (([[https://www.frontiersin.org/articles/10.3389/fmolb.2020.601065/full|RASPD+: Fast protein-ligand binding free energy prediction using simplified physicochemical features.]])) | [[https://github.com/HITS-MCM/RASPDplus | GitHub ]] | | ^ ::: | ::: | ::: | Webserver | (([[https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2447742/|webpipsa: a web server for the comparison of protein interaction properties.]])) | [[https://pipsa.h-its.org|Run Pipsa Analysis]] | |
| ^ KBbox | KBbox: a Toolbox of \\ Computational Methods for Studying \\ the Kinetics of Molecular Binding | Search term | Webserver | (([[https://doi.org/10.1021/acs.jcim.9b00485|KBbox: A Toolbox of Computational Methods for Studying the Kinetics of Molecular Binding]])) | [[https://kbbox.h-its.org|Search KBbox]] | | ^ RAMD / \\ tauRAMD| The Random Acceleration Molecular Dynamics (RAMD) \\ method can be used to carry out molecular dynamics simulations \\ with an additional randomly oriented force applied to a molecule \\ in the system. For implementations in other software, see: \\ [[tauRamdDescription|see RAMD additional information]] | MD simulation setup | NAMD Plugin | (([[https://www.ncbi.nlm.nih.gov/pubmed/11061976|How do substrates enter and products exit the buried active site of cytochrome P450cam ? |
| ^ RAMD / \\ tauRAMD| The Random Acceleration Molecular Dynamics (RAMD) \\ method can be used to carry out molecular dynamics simulations \\ with an additional randomly oriented force applied to a molecule \\ in the system. For implementations in other software, see: \\ [[tauRamdDescription|see RAMD additional information]] | NAMD simulation setup | NAMD Plugin | (([[https://www.ncbi.nlm.nih.gov/pubmed/11061976|How do substrates enter and products exit the buried active site of cytochrome P450cam ? | |
| 1. Random expulsion molecular dynamics to investigate ligand access channels and mechanisms]])) (([[https://link.springer.com/article/10.1007/s008940050053|Substrate Access to Cytochrome P450cam: a Comparison of a Thermal Motion Pathway Analysis with Molecular Dynamics Simulation Data]])) | Included in NAMD \\ distribution (plugin directory) \\ also here with \\ additional resources \\ [[https://www.h-its.org/downloads/ramd|Download]] | | 1. Random expulsion molecular dynamics to investigate ligand access channels and mechanisms]])) (([[https://link.springer.com/article/10.1007/s008940050053|Substrate Access to Cytochrome P450cam: a Comparison of a Thermal Motion Pathway Analysis with Molecular Dynamics Simulation Data]])) | Included in NAMD \\ distribution (plugin directory) \\ also here with \\ additional resources \\ [[https://www.h-its.org/downloads/ramd|Download]] | |
| ^ ::: | ::: | ::: | tauRAMD scripts | (([[https://pubs.acs.org/doi/10.1021/acs.jctc.8b00230|Estimation of Drug-Target Residence Times by τ-Random Acceleration Molecular Dynamics Simulations.]])) (([[https://www.frontiersin.org/articles/10.3389/fmolb.2019.00036/full|Machine learning analysis of tauRAMD trajectories to decipher molecular determinants of drug-target residence times.]])) | Includes RAMD plugin \\ with additional scripts \\ [[https://www.h-its.org/downloads/ramd|Download]] | | ^ ::: | ::: | ::: | tauRAMD scripts | (([[https://pubs.acs.org/doi/10.1021/acs.jctc.8b00230|Estimation of Drug-Target Residence Times by τ-Random Acceleration Molecular Dynamics Simulations.]])) (([[https://www.frontiersin.org/articles/10.3389/fmolb.2019.00036/full|Machine learning analysis of tauRAMD trajectories to decipher molecular determinants of drug-target residence times.]])) | Includes RAMD plugin \\ with additional scripts \\ [[https://www.h-its.org/downloads/ramd|Download]] | |
| ^ ::: | ::: | ::: | GROMACS RAMD\\ implementation | (([[https://pubs.aip.org/aip/jcp/article-abstract/153/12/125102/1062851/A-workflow-for-exploring-ligand-dissociation-from?redirectedFrom=fulltext|Kokh DB et. al. (2020) A Workflow for Exploring Ligand Dissociation from a Macromolecule: Efficient Random Acceleration Molecular Dynamics Simulation and Interaction Fingerprints Analysis of Ligand Trajectories. J. Chem. Phys. 153(12):125102]])) | [[https://github.com/HITS-MCM/gromacs-ramd]] \\ [[https://kbbox.h-its.org/toolbox/tutorials/estimation-of-relative-residence-times-of-protein-ligand-complexes-using-random-acceleration-molecular-dynamics-ramd-implementation-in-gromacs/|RAMD in GROMACS Tutorial]] | | ^ ::: | ::: | ::: | GROMACS RAMD\\ implementation | (([[https://pubs.aip.org/aip/jcp/article-abstract/153/12/125102/1062851/A-workflow-for-exploring-ligand-dissociation-from?redirectedFrom=fulltext|Kokh DB et. al. (2020) A Workflow for Exploring Ligand Dissociation from a Macromolecule: Efficient Random Acceleration Molecular Dynamics Simulation and Interaction Fingerprints Analysis of Ligand Trajectories. J. Chem. Phys. 153(12):125102]])) | [[https://github.com/HITS-MCM/gromacs-ramd]] \\ [[https://kbbox.h-its.org/toolbox/tutorials/estimation-of-relative-residence-times-of-protein-ligand-complexes-using-random-acceleration-molecular-dynamics-ramd-implementation-in-gromacs/|RAMD in GROMACS Tutorial]] | |
| ^ MD-IFP | MD trajectory analysis using protein-ligand or protein-protein Interaction Fingerprints | Trajectories \\ Test dataset provided | Jupyter Notebooks | (([[https://pubs.aip.org/aip/jcp/article-abstract/153/12/125102/1062851/A-workflow-for-exploring-ligand-dissociation-from?redirectedFrom=fulltext|Kokh DB et. al. (2020) A Workflow for Exploring Ligand Dissociation from a Macromolecule: Efficient Random Acceleration Molecular Dynamics Simulation and Interaction Fingerprints Analysis of Ligand Trajectories. J. Chem. Phys. 153(12):125102]])) | Includes example of IFP analysis of dissociation trajectories for 3 compounds of HSP90 reported in Kokh et al. (2020) J. Chem. Phys. 153(12):125102; as well as an example for IFP analysis for a protein-protein complex reported in D'Arrigo et al. (2024) Commun Biol 7(1):1159 \\ [[https://github.com/HITS-MCM/MD-IFP]] | | ^ RASPD+ | Fast protein-ligand binding free energy prediction using simplified physicochemical features | Structures, \\ Ligands | Standalone Software | (([[https://www.frontiersin.org/articles/10.3389/fmolb.2020.601065/full|RASPD+: Fast protein-ligand binding free energy prediction using simplified physicochemical features.]])) | [[https://github.com/HITS-MCM/RASPDplus | GitHub ]] | |
| ^ SDA / \\ webSDA | Simulation of Diffusional Association - \\ Brownian Dynamics Software \\ [[https://mcm.h-its.org/sda/doc/doc_sda7/ecm.html|ECM]] is part of the SDA distribution \\ and allows the \\ calculation of partial charges. | Structures of \\ Solutes | Standalone Software | (([[https://onlinelibrary.wiley.com/doi/full/10.1002/jcc.23971|SDA 7: A modular and parallel implementation of the simulation of diffusional association software]])) | [[https://www.h-its.org/downloads/sda7/|Download SDA]] \\ [[https://mcm.h-its.org/sda7/doc/doc_sda7/index.html|Documentation of SDA]] | | ^ SDA / \\ webSDA | Simulation of Diffusional Association - \\ Brownian Dynamics Software \\ [[https://mcm.h-its.org/sda/doc/doc_sda7/ecm.html|ECM]] is part of the SDA distribution \\ and allows the \\ calculation of partial charges. | Structures of \\ Solutes | Standalone Software | (([[https://onlinelibrary.wiley.com/doi/full/10.1002/jcc.23971|SDA 7: A modular and parallel implementation of the simulation of diffusional association software]])) | [[https://www.h-its.org/downloads/sda7/|Download SDA]] \\ [[https://mcm.h-its.org/sda7/doc/doc_sda7/index.html|Documentation of SDA]] | |
| ^ ::: | ::: | ::: | Webserver | (([[http://dx.doi.org/10.1093/nar/gkv335|webSDA: a web server to simulate macromolecular diffusional association.]])) | [[https://websda.h-its.org|Run webSDA]] | | ^ ::: | ::: | ::: | Webserver | (([[http://dx.doi.org/10.1093/nar/gkv335|webSDA: a web server to simulate macromolecular diffusional association.]])) | [[https://websda.h-its.org|Run webSDA]] | |
| ^ PIPSA / \\ webPIPSA | Comparing electrostatic potentials \\ (or other molecular interaction fields)\\ of protein structures | Protein Structures \\ of the same fold | Standalone Software | (([[https://onlinelibrary.wiley.com/doi/abs/10.1002/qua.1204|Protein Interaction Property Similarity Analysis. ]])) (([[http://www.biomedcentral.com/1471-2105/8/373/|qPIPSA: Relating enzymatic kinetic parameters and interaction fields]])) | [[https://projects.h-its.org/mcmsoft/pipsa/4.0.2/availability.html|Download PIPSA/Multipipsa]] | | ^ TRAPP v4 | Tool for the analysis, \\ including druggability analysis, \\ of TRAnsient binding Pockets in Proteins | Structures, Ligands, \\ Trajectories | Standalone Software | (([[https://pubs.acs.org/doi/10.1021/acs.jcim.9b01185 | Druggability Assessment in TRAPP using Machine Learning Approaches]])), (([[https://pubs.acs.org/doi/abs/10.1021/ci4000294 | TRAPP: A Tool for Analysis of Transient Binding Pockets in Proteins]])) | [[https://www.h-its.org/downloads/trapp/|Download TRAPP]] | |
| ^ ::: | ::: | ::: | Python Interface \\ Multipipsa | ::: | ::: | | ^ ::: | ::: | ::: | Webserver | (([[https://academic.oup.com/nar/article/45/W1/W325/3744539 | TRAPP webserver: predicting protein binding site flexibility and detecting transient binding pockets]])) | [[https://trapp.h-its.org|Run TRAPP analysis]] | |
| ^ ::: | ::: | ::: | Google colab \\ commandline | ::: | You can also run the commandline version in a google colab: https://colab.research.google.com/drive/1L7-KFFe69TG-tnoYQS3Yzomqxb8t2F1k#scrollTo=0rtGiKf7MtYh | | |
| ^ ::: | ::: | ::: | Webserver | (([[https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2447742/|webpipsa: a web server for the comparison of protein interaction properties.]])) | [[https://pipsa.h-its.org|Run Pipsa Analysis]] | | |
| ^ COMBINE analysis / \\ ensembleCombine | Prediction of Drug-Target Binding Kinetics for Flexible Proteins by Comparative Binding Energy Analysis (COMBINE analysis was originally developed for and can also be used for the prediction of binding free energies) | Binding Analysis | Standalone Program | (([[https://doi.org/10.1021/acs.jcim.1c00639|Prediction of the Drug–Target Binding Kinetics for Flexible Proteins by Comparative Binding Energy Analysis]])) | [[https://kbbox.h-its.org/toolbox/tutorials/generation-of-quantitative-structure-kinetics-relationships-qskrs-using-comparative-binding-energy-combine-analysis/ | Tutorial]] \\ [[https://github.com/HITS-MCM/ensembleCOMBINE|GitHub]] | | |
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| ? [[http://projects.h-its.org/mcm/software/trajanabs|TRAJAN]] | ? [[http://projects.h-its.org/mcm/software/trajanabs|TRAJAN]] |
| : A Tool to Analyze Trajectories from Molecular Simulations | : A Tool to Analyze Trajectories from Molecular Simulations |
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| ===== References ===== | ===== References ===== |
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