An automated high-throughput cell-based multiplexed flow cytometry assay to identify novel compounds to target Candida albicans virulence-related proteins
Although three major classes of systemic antifungal agents are clinically available, each is characterized by important limitations. Thus, there has been considerable ongoing effort to develop novel and repurposed agents for the therapy of invasive fungal infections. In an effort to address these ne...
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description | Although three major classes of systemic antifungal agents are clinically available, each is characterized by important limitations. Thus, there has been considerable ongoing effort to develop novel and repurposed agents for the therapy of invasive fungal infections. In an effort to address these needs, we developed a novel high-throughput, multiplexed screening method that utilizes small molecules to probe candidate drug targets in the opportunistic fungal pathogen Candida albicans. This method is amenable to high-throughput automated screening and is based upon detection of changes in GFP levels of individually tagged target proteins. We first selected four GFP-tagged membrane-bound proteins associated with virulence or antifungal drug resistance in C. albicans. We demonstrated proof-of-principle that modulation of fluorescence intensity can be used to assay the expression of specific GFP-tagged target proteins to inhibitors (and inducers), and this change is measurable within the HyperCyt automated flow cytometry sampling system. Next, we generated a multiplex of differentially color-coded C. albicans strains bearing C-terminal GFP-tags of each gene encoding candidate drug targets incubated in the presence of small molecules from the Prestwick Chemical Library in 384-well microtiter plate format. Following incubation, cells were sampled through the HyperCyt system and modulation of protein levels, as indicated by changes in GFP-levels of each strain, was used to identify compounds of interest. The hit rate for both inducers and inhibitors identified in the primary screen did not exceed 1% of the total number of compounds in the small-molecule library that was probed, as would be expected from a robust target-specific, high-throughput screening campaign. Secondary assays for virulence characteristics based on null mutant strains were then used to further validate specificity. In all, this study presents a method for the identification and verification of new antifungal drugs targeted to fungal virulence proteins using C. albicans as a model fungal pathogen. |
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Thus, there has been considerable ongoing effort to develop novel and repurposed agents for the therapy of invasive fungal infections. In an effort to address these needs, we developed a novel high-throughput, multiplexed screening method that utilizes small molecules to probe candidate drug targets in the opportunistic fungal pathogen Candida albicans. This method is amenable to high-throughput automated screening and is based upon detection of changes in GFP levels of individually tagged target proteins. We first selected four GFP-tagged membrane-bound proteins associated with virulence or antifungal drug resistance in C. albicans. We demonstrated proof-of-principle that modulation of fluorescence intensity can be used to assay the expression of specific GFP-tagged target proteins to inhibitors (and inducers), and this change is measurable within the HyperCyt automated flow cytometry sampling system. Next, we generated a multiplex of differentially color-coded C. albicans strains bearing C-terminal GFP-tags of each gene encoding candidate drug targets incubated in the presence of small molecules from the Prestwick Chemical Library in 384-well microtiter plate format. Following incubation, cells were sampled through the HyperCyt system and modulation of protein levels, as indicated by changes in GFP-levels of each strain, was used to identify compounds of interest. The hit rate for both inducers and inhibitors identified in the primary screen did not exceed 1% of the total number of compounds in the small-molecule library that was probed, as would be expected from a robust target-specific, high-throughput screening campaign. Secondary assays for virulence characteristics based on null mutant strains were then used to further validate specificity. In all, this study presents a method for the identification and verification of new antifungal drugs targeted to fungal virulence proteins using C. albicans as a model fungal pathogen.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0110354</identifier><identifier>PMID: 25350399</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Antifungal agents ; Antifungal Agents - pharmacology ; Assaying ; Biofilms ; Biology and Life Sciences ; Candida ; Candida albicans ; Candida albicans - drug effects ; Candida albicans - genetics ; Change detection ; Cytometry ; Drug resistance ; Flow cytometry ; Flow Cytometry - methods ; Fluorescence ; Fungi ; Fungicides ; Gene Expression ; Genes, Reporter ; High-throughput screening ; High-Throughput Screening Assays ; Humans ; Hypothesis testing ; Infections ; Infectious diseases ; Inhibitors ; Laboratories ; Laboratory equipment ; Medical screening ; Medicine and Health Sciences ; Microbial Sensitivity Tests - methods ; Modulation ; Mortality ; Multiplexing ; Opportunist infection ; Pathogenesis ; Pathogens ; Phenotype ; Proteins ; Recombinant Fusion Proteins - genetics ; Reproducibility of Results ; Research and Analysis Methods ; Screening ; Small Molecule Libraries ; Target recognition ; Virulence ; Virulence - genetics ; Yeast</subject><ispartof>PloS one, 2014-10, Vol.9 (10), p.e110354-e110354</ispartof><rights>2014. This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c522t-9519be84089b16f8df8cb7383465c2fd9c28de6c2540abd4bd20dd3c413f26e93</citedby><cites>FETCH-LOGICAL-c522t-9519be84089b16f8df8cb7383465c2fd9c28de6c2540abd4bd20dd3c413f26e93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4211665/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4211665/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79343,79344</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25350399$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Andes, David R.</contributor><creatorcontrib>Bernardo, Stella M</creatorcontrib><creatorcontrib>Allen, Christopher P</creatorcontrib><creatorcontrib>Waller, Anna</creatorcontrib><creatorcontrib>Young, Susan M</creatorcontrib><creatorcontrib>Oprea, Tudor</creatorcontrib><creatorcontrib>Sklar, Larry A</creatorcontrib><creatorcontrib>Lee, Samuel A</creatorcontrib><title>An automated high-throughput cell-based multiplexed flow cytometry assay to identify novel compounds to target Candida albicans virulence-related proteins</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Although three major classes of systemic antifungal agents are clinically available, each is characterized by important limitations. Thus, there has been considerable ongoing effort to develop novel and repurposed agents for the therapy of invasive fungal infections. In an effort to address these needs, we developed a novel high-throughput, multiplexed screening method that utilizes small molecules to probe candidate drug targets in the opportunistic fungal pathogen Candida albicans. This method is amenable to high-throughput automated screening and is based upon detection of changes in GFP levels of individually tagged target proteins. We first selected four GFP-tagged membrane-bound proteins associated with virulence or antifungal drug resistance in C. albicans. We demonstrated proof-of-principle that modulation of fluorescence intensity can be used to assay the expression of specific GFP-tagged target proteins to inhibitors (and inducers), and this change is measurable within the HyperCyt automated flow cytometry sampling system. Next, we generated a multiplex of differentially color-coded C. albicans strains bearing C-terminal GFP-tags of each gene encoding candidate drug targets incubated in the presence of small molecules from the Prestwick Chemical Library in 384-well microtiter plate format. Following incubation, cells were sampled through the HyperCyt system and modulation of protein levels, as indicated by changes in GFP-levels of each strain, was used to identify compounds of interest. The hit rate for both inducers and inhibitors identified in the primary screen did not exceed 1% of the total number of compounds in the small-molecule library that was probed, as would be expected from a robust target-specific, high-throughput screening campaign. Secondary assays for virulence characteristics based on null mutant strains were then used to further validate specificity. In all, this study presents a method for the identification and verification of new antifungal drugs targeted to fungal virulence proteins using C. albicans as a model fungal pathogen.</description><subject>Antifungal agents</subject><subject>Antifungal Agents - pharmacology</subject><subject>Assaying</subject><subject>Biofilms</subject><subject>Biology and Life Sciences</subject><subject>Candida</subject><subject>Candida albicans</subject><subject>Candida albicans - drug effects</subject><subject>Candida albicans - genetics</subject><subject>Change detection</subject><subject>Cytometry</subject><subject>Drug resistance</subject><subject>Flow cytometry</subject><subject>Flow Cytometry - methods</subject><subject>Fluorescence</subject><subject>Fungi</subject><subject>Fungicides</subject><subject>Gene Expression</subject><subject>Genes, Reporter</subject><subject>High-throughput screening</subject><subject>High-Throughput Screening Assays</subject><subject>Humans</subject><subject>Hypothesis testing</subject><subject>Infections</subject><subject>Infectious diseases</subject><subject>Inhibitors</subject><subject>Laboratories</subject><subject>Laboratory equipment</subject><subject>Medical screening</subject><subject>Medicine and Health Sciences</subject><subject>Microbial Sensitivity Tests - 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Thus, there has been considerable ongoing effort to develop novel and repurposed agents for the therapy of invasive fungal infections. In an effort to address these needs, we developed a novel high-throughput, multiplexed screening method that utilizes small molecules to probe candidate drug targets in the opportunistic fungal pathogen Candida albicans. This method is amenable to high-throughput automated screening and is based upon detection of changes in GFP levels of individually tagged target proteins. We first selected four GFP-tagged membrane-bound proteins associated with virulence or antifungal drug resistance in C. albicans. We demonstrated proof-of-principle that modulation of fluorescence intensity can be used to assay the expression of specific GFP-tagged target proteins to inhibitors (and inducers), and this change is measurable within the HyperCyt automated flow cytometry sampling system. Next, we generated a multiplex of differentially color-coded C. albicans strains bearing C-terminal GFP-tags of each gene encoding candidate drug targets incubated in the presence of small molecules from the Prestwick Chemical Library in 384-well microtiter plate format. Following incubation, cells were sampled through the HyperCyt system and modulation of protein levels, as indicated by changes in GFP-levels of each strain, was used to identify compounds of interest. The hit rate for both inducers and inhibitors identified in the primary screen did not exceed 1% of the total number of compounds in the small-molecule library that was probed, as would be expected from a robust target-specific, high-throughput screening campaign. Secondary assays for virulence characteristics based on null mutant strains were then used to further validate specificity. In all, this study presents a method for the identification and verification of new antifungal drugs targeted to fungal virulence proteins using C. albicans as a model fungal pathogen.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>25350399</pmid><doi>10.1371/journal.pone.0110354</doi><oa>free_for_read</oa></addata></record> |
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subjects | Antifungal agents Antifungal Agents - pharmacology Assaying Biofilms Biology and Life Sciences Candida Candida albicans Candida albicans - drug effects Candida albicans - genetics Change detection Cytometry Drug resistance Flow cytometry Flow Cytometry - methods Fluorescence Fungi Fungicides Gene Expression Genes, Reporter High-throughput screening High-Throughput Screening Assays Humans Hypothesis testing Infections Infectious diseases Inhibitors Laboratories Laboratory equipment Medical screening Medicine and Health Sciences Microbial Sensitivity Tests - methods Modulation Mortality Multiplexing Opportunist infection Pathogenesis Pathogens Phenotype Proteins Recombinant Fusion Proteins - genetics Reproducibility of Results Research and Analysis Methods Screening Small Molecule Libraries Target recognition Virulence Virulence - genetics Yeast |
title | An automated high-throughput cell-based multiplexed flow cytometry assay to identify novel compounds to target Candida albicans virulence-related proteins |
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