Cargando…

Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server

[Image: see text] Nuclear magnetic resonance (NMR) is an effective, commonly used experimental approach to screen small organic molecules against a protein target. A very popular method consists of monitoring the changes of the NMR chemical shifts of the protein nuclei upon addition of the small mol...

Descripción completa

Detalles Bibliográficos
Autores principales: Laveglia, Vincenzo, Giachetti, Andrea, Cerofolini, Linda, Haubrich, Kevin, Fragai, Marco, Ciulli, Alessio, Rosato, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8715503/
https://www.ncbi.nlm.nih.gov/pubmed/34843238
http://dx.doi.org/10.1021/acs.jcim.1c00871
_version_ 1784624140836143104
author Laveglia, Vincenzo
Giachetti, Andrea
Cerofolini, Linda
Haubrich, Kevin
Fragai, Marco
Ciulli, Alessio
Rosato, Antonio
author_facet Laveglia, Vincenzo
Giachetti, Andrea
Cerofolini, Linda
Haubrich, Kevin
Fragai, Marco
Ciulli, Alessio
Rosato, Antonio
author_sort Laveglia, Vincenzo
collection PubMed
description [Image: see text] Nuclear magnetic resonance (NMR) is an effective, commonly used experimental approach to screen small organic molecules against a protein target. A very popular method consists of monitoring the changes of the NMR chemical shifts of the protein nuclei upon addition of the small molecule to the free protein. Multidimensional NMR experiments allow the interacting residues to be mapped along the protein sequence. A significant amount of human effort goes into manually tracking the chemical shift variations, especially when many signals exhibit chemical shift changes and when many ligands are tested. Some computational approaches to automate the procedure are available, but none of them as a web server. Furthermore, some methods require the adoption of a fairly specific experimental setup, such as recording a series of spectra at increasing small molecule:protein ratios. In this work, we developed a tool requesting a minimal amount of experimental data from the user, implemented it as an open-source program, and made it available as a web application. Our tool compares two spectra, one of the free protein and one of the small molecule:protein mixture, based on the corresponding peak lists. The performance of the tool in terms of correct identification of the protein-binding regions has been evaluated on different protein targets, using experimental data from interaction studies already available in the literature. For a total of 16 systems, our tool achieved between 79% and 100% correct assignments, properly identifying the protein regions involved in the interaction.
format Online
Article
Text
id pubmed-8715503
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher American Chemical Society
record_format MEDLINE/PubMed
spelling pubmed-87155032021-12-29 Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server Laveglia, Vincenzo Giachetti, Andrea Cerofolini, Linda Haubrich, Kevin Fragai, Marco Ciulli, Alessio Rosato, Antonio J Chem Inf Model [Image: see text] Nuclear magnetic resonance (NMR) is an effective, commonly used experimental approach to screen small organic molecules against a protein target. A very popular method consists of monitoring the changes of the NMR chemical shifts of the protein nuclei upon addition of the small molecule to the free protein. Multidimensional NMR experiments allow the interacting residues to be mapped along the protein sequence. A significant amount of human effort goes into manually tracking the chemical shift variations, especially when many signals exhibit chemical shift changes and when many ligands are tested. Some computational approaches to automate the procedure are available, but none of them as a web server. Furthermore, some methods require the adoption of a fairly specific experimental setup, such as recording a series of spectra at increasing small molecule:protein ratios. In this work, we developed a tool requesting a minimal amount of experimental data from the user, implemented it as an open-source program, and made it available as a web application. Our tool compares two spectra, one of the free protein and one of the small molecule:protein mixture, based on the corresponding peak lists. The performance of the tool in terms of correct identification of the protein-binding regions has been evaluated on different protein targets, using experimental data from interaction studies already available in the literature. For a total of 16 systems, our tool achieved between 79% and 100% correct assignments, properly identifying the protein regions involved in the interaction. American Chemical Society 2021-11-29 2021-12-27 /pmc/articles/PMC8715503/ /pubmed/34843238 http://dx.doi.org/10.1021/acs.jcim.1c00871 Text en © 2021 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Laveglia, Vincenzo
Giachetti, Andrea
Cerofolini, Linda
Haubrich, Kevin
Fragai, Marco
Ciulli, Alessio
Rosato, Antonio
Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server
title Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server
title_full Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server
title_fullStr Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server
title_full_unstemmed Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server
title_short Automated Determination of Nuclear Magnetic Resonance Chemical Shift Perturbations in Ligand Screening Experiments: The PICASSO Web Server
title_sort automated determination of nuclear magnetic resonance chemical shift perturbations in ligand screening experiments: the picasso web server
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8715503/
https://www.ncbi.nlm.nih.gov/pubmed/34843238
http://dx.doi.org/10.1021/acs.jcim.1c00871
work_keys_str_mv AT lavegliavincenzo automateddeterminationofnuclearmagneticresonancechemicalshiftperturbationsinligandscreeningexperimentsthepicassowebserver
AT giachettiandrea automateddeterminationofnuclearmagneticresonancechemicalshiftperturbationsinligandscreeningexperimentsthepicassowebserver
AT cerofolinilinda automateddeterminationofnuclearmagneticresonancechemicalshiftperturbationsinligandscreeningexperimentsthepicassowebserver
AT haubrichkevin automateddeterminationofnuclearmagneticresonancechemicalshiftperturbationsinligandscreeningexperimentsthepicassowebserver
AT fragaimarco automateddeterminationofnuclearmagneticresonancechemicalshiftperturbationsinligandscreeningexperimentsthepicassowebserver
AT ciullialessio automateddeterminationofnuclearmagneticresonancechemicalshiftperturbationsinligandscreeningexperimentsthepicassowebserver
AT rosatoantonio automateddeterminationofnuclearmagneticresonancechemicalshiftperturbationsinligandscreeningexperimentsthepicassowebserver