Sliding Window Adduct Removal Method (SWARM) for Enhanced Electrospray Ionization Mass Spectrometry Binding Data

Electrospray ionization mass spectrometry (ESI-MS) screening of compound libraries against target proteins enables the rapid identification of ligands and measurement of the stoichiometry and affinity of the interactions. However, non-specific association of buffer or salts (added or present as impu...

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Veröffentlicht in:Journal of the American Society for Mass Spectrometry 2019-08, Vol.30 (8), p.1446-1454
Hauptverfasser: Kitov, Pavel I., Han, Ling, Kitova, Elena N., Klassen, John S.
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creator Kitov, Pavel I.
Han, Ling
Kitova, Elena N.
Klassen, John S.
description Electrospray ionization mass spectrometry (ESI-MS) screening of compound libraries against target proteins enables the rapid identification of ligands and measurement of the stoichiometry and affinity of the interactions. However, non-specific association of buffer or salts (added or present as impurities) to the protein ions during gas-phase ion formation can complicate the analysis of ESI-MS data acquired for mixtures of compounds with similar molecular weights. Spectral overlap of ions corresponding to free protein and protein-ligand complexes and their corresponding adducts can hinder the identification of ligands and introduce errors in the measured affinities. Here, we present a straightforward approach, called the sliding window adduct removal method (SWARM), to quantitatively correct ESI mass spectra of low-to-moderate resolution for signal overlap associated with adducts. The method relies on the statistical nature of adduct formation in ESI and the assumption that the distributions of adducts associated with a given protein (free protein and ligand-bound forms) are identical at a given charge state. Analysis of ESI mass spectra measured for protein–oligosaccharide interactions using solutions that produced either low- or high-abundance adducts provides support for this assumption. Implementation of SWARM involves the stepwise subtraction of the adduct signal associated with the detected protein–ligand complexes from the mass spectrum. This is accomplished using the adduct distribution measured for an appropriate reference species (usually free protein). To demonstrate the utility of the method, we applied SWARM to ESI-MS screening data acquired for libraries of oligosaccharides and bifunctional ligands consisting of a sulfonamide moiety linked to human glycan structures. Graphical Abstract
doi_str_mv 10.1007/s13361-019-02204-8
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Am. Soc. Mass Spectrom</addtitle><addtitle>J Am Soc Mass Spectrom</addtitle><description>Electrospray ionization mass spectrometry (ESI-MS) screening of compound libraries against target proteins enables the rapid identification of ligands and measurement of the stoichiometry and affinity of the interactions. However, non-specific association of buffer or salts (added or present as impurities) to the protein ions during gas-phase ion formation can complicate the analysis of ESI-MS data acquired for mixtures of compounds with similar molecular weights. Spectral overlap of ions corresponding to free protein and protein-ligand complexes and their corresponding adducts can hinder the identification of ligands and introduce errors in the measured affinities. Here, we present a straightforward approach, called the sliding window adduct removal method (SWARM), to quantitatively correct ESI mass spectra of low-to-moderate resolution for signal overlap associated with adducts. The method relies on the statistical nature of adduct formation in ESI and the assumption that the distributions of adducts associated with a given protein (free protein and ligand-bound forms) are identical at a given charge state. Analysis of ESI mass spectra measured for protein–oligosaccharide interactions using solutions that produced either low- or high-abundance adducts provides support for this assumption. Implementation of SWARM involves the stepwise subtraction of the adduct signal associated with the detected protein–ligand complexes from the mass spectrum. This is accomplished using the adduct distribution measured for an appropriate reference species (usually free protein). To demonstrate the utility of the method, we applied SWARM to ESI-MS screening data acquired for libraries of oligosaccharides and bifunctional ligands consisting of a sulfonamide moiety linked to human glycan structures. Graphical Abstract</description><subject>Adducts</subject><subject>Affinity</subject><subject>Algorithms</subject><subject>Analytical Chemistry</subject><subject>Animals</subject><subject>Bioinformatics</subject><subject>Biotechnology</subject><subject>Carbonic Anhydrase I - metabolism</subject><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Chickens</subject><subject>Coordination compounds</subject><subject>Data acquisition</subject><subject>Electrospraying</subject><subject>Galectin 3 - metabolism</subject><subject>Glycan</subject><subject>Humans</subject><subject>Ionization</subject><subject>Ions</subject><subject>Ligands</subject><subject>Mass spectra</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Muramidase - metabolism</subject><subject>Oligosaccharides</subject><subject>Oligosaccharides - metabolism</subject><subject>Organic Chemistry</subject><subject>Protein Binding</subject><subject>Proteins</subject><subject>Proteins - metabolism</subject><subject>Proteomics</subject><subject>Research Article</subject><subject>Scientific imaging</subject><subject>Screening</subject><subject>Sliding</subject><subject>Spectrometry, Mass, Electrospray Ionization - methods</subject><subject>Stoichiometry</subject><subject>Subtraction</subject><subject>Sulfonamides</subject><issn>1044-0305</issn><issn>1879-1123</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kcFu1DAURS0EoqXlB1ggS2zKIvCe7djJcmgHqNQRUqeoS8u1HZoqiVM7oRq-Hk-nUKmLrmzJx_c93UPIO4RPCKA-J-RcYgFYF8AYiKJ6QfaxUnWByPjLfAchCuBQ7pE3Kd0AoIJavSZ7HIGVrOb7ZFx3rWuHX_SyHVy4owvnZjvRc9-H36ajKz9dB0eP1peL89VH2oRIl8O1Gax3dNl5O8WQxmg29DQM7R8ztWGgK5MSXY_3j72f4oZ-ydnbGSdmMofkVWO65N8-nAfk59flxfH34uzHt9PjxVlhBfCpQIeuLI3xjWuYFJaXrjbMGkBnraqEZ9I5UChsqXgly4qXKIT1jeJNfQWWH5CjXe4Yw-3s06T7NlnfdWbwYU6aMZSsViirjH54gt6EOQ55u0xJJbhkFXueQiGF4kxliu0om5tJ0Td6jG1v4kYj6K01vbOmszV9b01vF3j_ED1f9d79__JPUwb4Dshl5yJ9fJz9TOxfIbCgyg</recordid><startdate>20190801</startdate><enddate>20190801</enddate><creator>Kitov, Pavel I.</creator><creator>Han, Ling</creator><creator>Kitova, Elena N.</creator><creator>Klassen, John S.</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3389-7112</orcidid></search><sort><creationdate>20190801</creationdate><title>Sliding Window Adduct Removal Method (SWARM) for Enhanced Electrospray Ionization Mass Spectrometry Binding Data</title><author>Kitov, Pavel I. ; 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Here, we present a straightforward approach, called the sliding window adduct removal method (SWARM), to quantitatively correct ESI mass spectra of low-to-moderate resolution for signal overlap associated with adducts. The method relies on the statistical nature of adduct formation in ESI and the assumption that the distributions of adducts associated with a given protein (free protein and ligand-bound forms) are identical at a given charge state. Analysis of ESI mass spectra measured for protein–oligosaccharide interactions using solutions that produced either low- or high-abundance adducts provides support for this assumption. Implementation of SWARM involves the stepwise subtraction of the adduct signal associated with the detected protein–ligand complexes from the mass spectrum. This is accomplished using the adduct distribution measured for an appropriate reference species (usually free protein). 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subjects Adducts
Affinity
Algorithms
Analytical Chemistry
Animals
Bioinformatics
Biotechnology
Carbonic Anhydrase I - metabolism
Chemistry
Chemistry and Materials Science
Chickens
Coordination compounds
Data acquisition
Electrospraying
Galectin 3 - metabolism
Glycan
Humans
Ionization
Ions
Ligands
Mass spectra
Mass spectrometry
Mass spectroscopy
Muramidase - metabolism
Oligosaccharides
Oligosaccharides - metabolism
Organic Chemistry
Protein Binding
Proteins
Proteins - metabolism
Proteomics
Research Article
Scientific imaging
Screening
Sliding
Spectrometry, Mass, Electrospray Ionization - methods
Stoichiometry
Subtraction
Sulfonamides
title Sliding Window Adduct Removal Method (SWARM) for Enhanced Electrospray Ionization Mass Spectrometry Binding Data
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