Improved drug target deconvolution with PISA‐DIA using an extended, overlapping temperature gradient
Thermal proteome profiling (TPP) is a powerful tool for drug target deconvolution. Recently, data‐independent acquisition mass spectrometry (DIA‐MS) approaches have demonstrated significant improvements to depth and missingness in proteome data, but traditional TPP (a.k.a. CEllular Thermal Shift Ass...
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Veröffentlicht in: | Proteomics (Weinheim) 2024-08, Vol.24 (16), p.e2300644-n/a |
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creator | Emery‐Corbin, Samantha J. Yousef, Jumana M. Adhikari, Subash Sumardy, Fransisca Nhu, Duong Delft, Mark F. Lessene, Guillaume Dziekan, Jerzy Webb, Andrew I. Dagley, Laura F. |
description | Thermal proteome profiling (TPP) is a powerful tool for drug target deconvolution. Recently, data‐independent acquisition mass spectrometry (DIA‐MS) approaches have demonstrated significant improvements to depth and missingness in proteome data, but traditional TPP (a.k.a. CEllular Thermal Shift Assay “CETSA”) workflows typically employ multiplexing reagents reliant on data‐dependent acquisition (DDA). Herein, we introduce a new experimental design for the Proteome Integral Solubility Alteration via label‐free DIA approach (PISA‐DIA). We highlight the proteome coverage and sensitivity achieved by using multiple overlapping thermal gradients alongside DIA‐MS, which maximizes efficiencies in PISA sample concatenation and safeguards against missing protein targets that exist at high melting temperatures. We demonstrate our extended PISA‐DIA design has superior proteome coverage as compared to using tandem‐mass tags (TMT) necessitating DDA‐MS analysis. Importantly, we demonstrate our PISA‐DIA approach has the quantitative and statistical rigor using A‐1331852, a specific inhibitor of BCL‐xL. Due to the high melt temperature of this protein target, we utilized our extended multiple gradient PISA‐DIA workflow to identify BCL‐xL. We assert our novel overlapping gradient PISA‐DIA‐MS approach is ideal for unbiased drug target deconvolution, spanning a large temperature range whilst minimizing target dropout between gradients, increasing the likelihood of resolving the protein targets of novel compounds. |
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Recently, data‐independent acquisition mass spectrometry (DIA‐MS) approaches have demonstrated significant improvements to depth and missingness in proteome data, but traditional TPP (a.k.a. CEllular Thermal Shift Assay “CETSA”) workflows typically employ multiplexing reagents reliant on data‐dependent acquisition (DDA). Herein, we introduce a new experimental design for the Proteome Integral Solubility Alteration via label‐free DIA approach (PISA‐DIA). We highlight the proteome coverage and sensitivity achieved by using multiple overlapping thermal gradients alongside DIA‐MS, which maximizes efficiencies in PISA sample concatenation and safeguards against missing protein targets that exist at high melting temperatures. We demonstrate our extended PISA‐DIA design has superior proteome coverage as compared to using tandem‐mass tags (TMT) necessitating DDA‐MS analysis. Importantly, we demonstrate our PISA‐DIA approach has the quantitative and statistical rigor using A‐1331852, a specific inhibitor of BCL‐xL. Due to the high melt temperature of this protein target, we utilized our extended multiple gradient PISA‐DIA workflow to identify BCL‐xL. We assert our novel overlapping gradient PISA‐DIA‐MS approach is ideal for unbiased drug target deconvolution, spanning a large temperature range whilst minimizing target dropout between gradients, increasing the likelihood of resolving the protein targets of novel compounds.</description><identifier>ISSN: 1615-9853</identifier><identifier>ISSN: 1615-9861</identifier><identifier>EISSN: 1615-9861</identifier><identifier>DOI: 10.1002/pmic.202300644</identifier><identifier>PMID: 38766901</identifier><language>eng</language><publisher>Germany: Wiley Subscription Services, Inc</publisher><subject>data independent acquisition (DIA) ; Deconvolution ; Design of experiments ; Experimental design ; Mass spectrometry ; Mass spectroscopy ; Melt temperature ; Multiplexing ; protein stability ; Proteins ; Proteome Integral Solubility Alteration ; Proteomes ; proteomics ; Reagents ; Target acquisition ; target engagement ; Temperature ; Temperature gradients ; Therapeutic targets ; thermal proteome profiling ; Workflow</subject><ispartof>Proteomics (Weinheim), 2024-08, Vol.24 (16), p.e2300644-n/a</ispartof><rights>2024 The Authors. published by Wiley‐VCH GmbH.</rights><rights>2024 The Authors. 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Recently, data‐independent acquisition mass spectrometry (DIA‐MS) approaches have demonstrated significant improvements to depth and missingness in proteome data, but traditional TPP (a.k.a. CEllular Thermal Shift Assay “CETSA”) workflows typically employ multiplexing reagents reliant on data‐dependent acquisition (DDA). Herein, we introduce a new experimental design for the Proteome Integral Solubility Alteration via label‐free DIA approach (PISA‐DIA). We highlight the proteome coverage and sensitivity achieved by using multiple overlapping thermal gradients alongside DIA‐MS, which maximizes efficiencies in PISA sample concatenation and safeguards against missing protein targets that exist at high melting temperatures. We demonstrate our extended PISA‐DIA design has superior proteome coverage as compared to using tandem‐mass tags (TMT) necessitating DDA‐MS analysis. Importantly, we demonstrate our PISA‐DIA approach has the quantitative and statistical rigor using A‐1331852, a specific inhibitor of BCL‐xL. Due to the high melt temperature of this protein target, we utilized our extended multiple gradient PISA‐DIA workflow to identify BCL‐xL. We assert our novel overlapping gradient PISA‐DIA‐MS approach is ideal for unbiased drug target deconvolution, spanning a large temperature range whilst minimizing target dropout between gradients, increasing the likelihood of resolving the protein targets of novel compounds.</description><subject>data independent acquisition (DIA)</subject><subject>Deconvolution</subject><subject>Design of experiments</subject><subject>Experimental design</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Melt temperature</subject><subject>Multiplexing</subject><subject>protein stability</subject><subject>Proteins</subject><subject>Proteome Integral Solubility Alteration</subject><subject>Proteomes</subject><subject>proteomics</subject><subject>Reagents</subject><subject>Target acquisition</subject><subject>target engagement</subject><subject>Temperature</subject><subject>Temperature gradients</subject><subject>Therapeutic targets</subject><subject>thermal proteome profiling</subject><subject>Workflow</subject><issn>1615-9853</issn><issn>1615-9861</issn><issn>1615-9861</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNqFkU1LAzEQhoMoVqtXjxLw4sHWZLMfybHUrwVFQT0v2WS2btkvk2yrN3-Cv9FfYkq1By8ShgTmmTcz8yJ0RMmYEhKcd3WpxgEJGCFxGG6hPRrTaCR4TLc374gN0L61c0JowkWyiwaMJ3EsCN1DRVp3pl2Axtr0M-ykmYHDGlTbLNqqd2Xb4GXpXvBD-jj5-vi8SCe4t2Uzw7LB8Oag0aDPsFcwley6VcJB3YGRrjeAZ0bqEhp3gHYKWVk4_LmH6Pnq8ml6M7q9v06nk9uRYkHIR0EUK84DGQgmcqEFJSqPlVaCsZBrDhRkoYuIyZwzqlROFQgldBgnTAMvKBui07WuH-q1B-uyurQKqko20PY2YyRKSMKIP0N08gedt71pfHee8h_64CtqvKaUaa01UGSdKWtp3jNKspUD2cqBbOOALzj-ke3zGvQG_125B6I1sCwreP9HLnu4S6eU8Yizb1ddk5k</recordid><startdate>202408</startdate><enddate>202408</enddate><creator>Emery‐Corbin, Samantha J.</creator><creator>Yousef, Jumana M.</creator><creator>Adhikari, Subash</creator><creator>Sumardy, Fransisca</creator><creator>Nhu, Duong</creator><creator>Delft, Mark F.</creator><creator>Lessene, Guillaume</creator><creator>Dziekan, Jerzy</creator><creator>Webb, Andrew I.</creator><creator>Dagley, Laura F.</creator><general>Wiley Subscription Services, Inc</general><scope>24P</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7QP</scope><scope>7TK</scope><scope>7TM</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-4171-3712</orcidid><orcidid>https://orcid.org/0000-0003-2984-0620</orcidid></search><sort><creationdate>202408</creationdate><title>Improved drug target deconvolution with PISA‐DIA using an extended, overlapping temperature gradient</title><author>Emery‐Corbin, Samantha J. ; Yousef, Jumana M. ; Adhikari, Subash ; Sumardy, Fransisca ; Nhu, Duong ; Delft, Mark F. ; Lessene, Guillaume ; Dziekan, Jerzy ; Webb, Andrew I. ; Dagley, Laura F.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3248-256c882a2939b9d910cb6cdc93348d8e1eafdf53ab831ccb1ce9c9d4673de8f13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>data independent acquisition (DIA)</topic><topic>Deconvolution</topic><topic>Design of experiments</topic><topic>Experimental design</topic><topic>Mass spectrometry</topic><topic>Mass spectroscopy</topic><topic>Melt temperature</topic><topic>Multiplexing</topic><topic>protein stability</topic><topic>Proteins</topic><topic>Proteome Integral Solubility Alteration</topic><topic>Proteomes</topic><topic>proteomics</topic><topic>Reagents</topic><topic>Target acquisition</topic><topic>target engagement</topic><topic>Temperature</topic><topic>Temperature gradients</topic><topic>Therapeutic targets</topic><topic>thermal proteome profiling</topic><topic>Workflow</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Emery‐Corbin, Samantha J.</creatorcontrib><creatorcontrib>Yousef, Jumana M.</creatorcontrib><creatorcontrib>Adhikari, Subash</creatorcontrib><creatorcontrib>Sumardy, Fransisca</creatorcontrib><creatorcontrib>Nhu, Duong</creatorcontrib><creatorcontrib>Delft, Mark F.</creatorcontrib><creatorcontrib>Lessene, Guillaume</creatorcontrib><creatorcontrib>Dziekan, Jerzy</creatorcontrib><creatorcontrib>Webb, Andrew I.</creatorcontrib><creatorcontrib>Dagley, Laura F.</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Proteomics (Weinheim)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Emery‐Corbin, Samantha J.</au><au>Yousef, Jumana M.</au><au>Adhikari, Subash</au><au>Sumardy, Fransisca</au><au>Nhu, Duong</au><au>Delft, Mark F.</au><au>Lessene, Guillaume</au><au>Dziekan, Jerzy</au><au>Webb, Andrew I.</au><au>Dagley, Laura F.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Improved drug target deconvolution with PISA‐DIA using an extended, overlapping temperature gradient</atitle><jtitle>Proteomics (Weinheim)</jtitle><addtitle>Proteomics</addtitle><date>2024-08</date><risdate>2024</risdate><volume>24</volume><issue>16</issue><spage>e2300644</spage><epage>n/a</epage><pages>e2300644-n/a</pages><issn>1615-9853</issn><issn>1615-9861</issn><eissn>1615-9861</eissn><abstract>Thermal proteome profiling (TPP) is a powerful tool for drug target deconvolution. Recently, data‐independent acquisition mass spectrometry (DIA‐MS) approaches have demonstrated significant improvements to depth and missingness in proteome data, but traditional TPP (a.k.a. CEllular Thermal Shift Assay “CETSA”) workflows typically employ multiplexing reagents reliant on data‐dependent acquisition (DDA). Herein, we introduce a new experimental design for the Proteome Integral Solubility Alteration via label‐free DIA approach (PISA‐DIA). We highlight the proteome coverage and sensitivity achieved by using multiple overlapping thermal gradients alongside DIA‐MS, which maximizes efficiencies in PISA sample concatenation and safeguards against missing protein targets that exist at high melting temperatures. We demonstrate our extended PISA‐DIA design has superior proteome coverage as compared to using tandem‐mass tags (TMT) necessitating DDA‐MS analysis. Importantly, we demonstrate our PISA‐DIA approach has the quantitative and statistical rigor using A‐1331852, a specific inhibitor of BCL‐xL. Due to the high melt temperature of this protein target, we utilized our extended multiple gradient PISA‐DIA workflow to identify BCL‐xL. We assert our novel overlapping gradient PISA‐DIA‐MS approach is ideal for unbiased drug target deconvolution, spanning a large temperature range whilst minimizing target dropout between gradients, increasing the likelihood of resolving the protein targets of novel compounds.</abstract><cop>Germany</cop><pub>Wiley Subscription Services, Inc</pub><pmid>38766901</pmid><doi>10.1002/pmic.202300644</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-4171-3712</orcidid><orcidid>https://orcid.org/0000-0003-2984-0620</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | data independent acquisition (DIA) Deconvolution Design of experiments Experimental design Mass spectrometry Mass spectroscopy Melt temperature Multiplexing protein stability Proteins Proteome Integral Solubility Alteration Proteomes proteomics Reagents Target acquisition target engagement Temperature Temperature gradients Therapeutic targets thermal proteome profiling Workflow |
title | Improved drug target deconvolution with PISA‐DIA using an extended, overlapping temperature gradient |
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