Temperature Accelerated Sliced Sampling to Probe Ligand Dissociation from Protein
Modeling ligand unbinding in proteins to estimate the free energy of binding and probing the mechanism presents several challenges. They primarily pertain to the entropic bottlenecks resulting from protein and solvent conformations. While exploring the unbinding processes using enhanced sampling tec...
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Veröffentlicht in: | Journal of chemical information and modeling 2023-08, Vol.63 (16), p.5182-5191 |
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creator | Tripathi, Shubhandra Nair, Nisanth N. |
description | Modeling ligand unbinding in proteins to estimate the free energy of binding and probing the mechanism presents several challenges. They primarily pertain to the entropic bottlenecks resulting from protein and solvent conformations. While exploring the unbinding processes using enhanced sampling techniques, very long simulations are required to sample all of the conformational states as the system gets trapped in local free energy minima along transverse coordinates. Here, we demonstrate that temperature accelerated sliced sampling (TASS) is an ideal approach to overcome some of the difficulties faced by conventional sampling methods in studying ligand unbinding. Using TASS, we study the unbinding of avibactam inhibitor molecules from the Class C β-lactamase (CBL) active site. Extracting CBL-avibactam unbinding free energetics, unbinding pathways, and identifying critical interactions from the TASS simulations are demonstrated. |
doi_str_mv | 10.1021/acs.jcim.3c00376 |
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Extracting CBL-avibactam unbinding free energetics, unbinding pathways, and identifying critical interactions from the TASS simulations are demonstrated.</description><subject>Computational Biochemistry</subject><subject>Free energy</subject><subject>Ligands</subject><subject>Proteins</subject><subject>Sampling methods</subject><issn>1549-9596</issn><issn>1549-960X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp1kDtPwzAUhS0EoqWwM6FILAyk-BE78ViVp1QJEEViixznpnKVxMVOBv49Dm0ZkJiuLX_n3OOD0DnBU4IpuVHaT9faNFOmMWapOEBjwhMZS4E_DvdnLsUInXi_DgiTgh6jEUt5gjOajdHrEpoNONX1DqKZ1lAPFyijt9roYahmU5t2FXU2enG2gGhhVqoto1vjvdVGdca2UeVsMzx3YNpTdFSp2sPZbk7Q-_3dcv4YL54fnuazRawYSbtYFqRKIFMqq6qMKpWUuEgrlSghSIpxyQhIYLpMSmDhqxUHQVnIR6jknJeKTdDV1nfj7GcPvssb40P-WrVge5_TLBGSciHTgF7-Qde2d21IFyiepSTNJA0U3lLaWe8dVPnGmUa5r5zgfKg7D3XnQ935ru4gudgZ90UD5a9g328ArrfAj3S_9F-_bwcii88</recordid><startdate>20230828</startdate><enddate>20230828</enddate><creator>Tripathi, Shubhandra</creator><creator>Nair, Nisanth N.</creator><general>American Chemical Society</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SR</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-8650-8873</orcidid></search><sort><creationdate>20230828</creationdate><title>Temperature Accelerated Sliced Sampling to Probe Ligand Dissociation from Protein</title><author>Tripathi, Shubhandra ; Nair, Nisanth N.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a317t-9b1f4e8aa8ff82aa4d0b7fa4a661700d31e9e3cd4de3021f5e623cce129555da3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Computational Biochemistry</topic><topic>Free energy</topic><topic>Ligands</topic><topic>Proteins</topic><topic>Sampling methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tripathi, Shubhandra</creatorcontrib><creatorcontrib>Nair, Nisanth N.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of chemical information and modeling</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tripathi, Shubhandra</au><au>Nair, Nisanth N.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Temperature Accelerated Sliced Sampling to Probe Ligand Dissociation from Protein</atitle><jtitle>Journal of chemical information and modeling</jtitle><addtitle>J. Chem. Inf. Model</addtitle><date>2023-08-28</date><risdate>2023</risdate><volume>63</volume><issue>16</issue><spage>5182</spage><epage>5191</epage><pages>5182-5191</pages><issn>1549-9596</issn><eissn>1549-960X</eissn><abstract>Modeling ligand unbinding in proteins to estimate the free energy of binding and probing the mechanism presents several challenges. They primarily pertain to the entropic bottlenecks resulting from protein and solvent conformations. While exploring the unbinding processes using enhanced sampling techniques, very long simulations are required to sample all of the conformational states as the system gets trapped in local free energy minima along transverse coordinates. Here, we demonstrate that temperature accelerated sliced sampling (TASS) is an ideal approach to overcome some of the difficulties faced by conventional sampling methods in studying ligand unbinding. 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subjects | Computational Biochemistry Free energy Ligands Proteins Sampling methods |
title | Temperature Accelerated Sliced Sampling to Probe Ligand Dissociation from Protein |
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