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Yeast Proteome Dynamics from Single Cell Imaging and Automated Analysis.

Identifieur interne : 000B78 ( Main/Exploration ); précédent : 000B77; suivant : 000B79

Yeast Proteome Dynamics from Single Cell Imaging and Automated Analysis.

Auteurs : Yolanda T. Chong [Canada] ; Judice L Y. Koh [Canada] ; Helena Friesen [Canada] ; Supipi Kaluarachchi Duffy ; Kaluarachchi Duffy [Canada] ; Michael J. Cox [Canada] ; Alan Moses [Canada] ; Jason Moffat [Canada] ; Charles Boone [Canada] ; Brenda J. Andrews [Canada]

Source :

RBID : pubmed:26046442

Descripteurs français

English descriptors

Abstract

Proteomics has proved invaluable in generating large-scale quantitative data; however, the development of systems approaches for examining the proteome in vivo has lagged behind. To evaluate protein abundance and localization on a proteome scale, we exploited the yeast GFP-fusion collection in a pipeline combining automated genetics, high-throughput microscopy, and computational feature analysis. We developed an ensemble of binary classifiers to generate localization data from single-cell measurements and constructed maps of ∼3,000 proteins connected to 16 localization classes. To survey proteome dynamics in response to different chemical and genetic stimuli, we measure proteome-wide abundance and localization and identified changes over time. We analyzed >20 million cells to identify dynamic proteins that redistribute among multiple localizations in hydroxyurea, rapamycin, and in an rpd3Δ background. Because our localization and abundance data are quantitative, they provide the opportunity for many types of comparative studies, single cell analyses, modeling, and prediction. VIDEO ABSTRACT.

DOI: 10.1016/j.cell.2015.04.051
PubMed: 26046442


Affiliations:


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<Affiliation>The Donnelly Centre, University of Toronto, Toronto, ON M5S3E1, Canada; Department of Molecular Genetics, University of Toronto, Toronto, ON M5S3E1, Canada. Electronic address: brenda.andrews@utoronto.ca.</Affiliation>
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<Agency>Canadian Institutes of Health Research</Agency>
<Country>Canada</Country>
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<RefSource>Cell. 2015 Jul 2;162(1):221</RefSource>
<Note>Duffy, Kaluarachchi [corrected to Duffy, Supipi Kaluarachchi]</Note>
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<DescriptorName UI="D029701" MajorTopicYN="N">Saccharomyces cerevisiae Proteins</DescriptorName>
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<DescriptorName UI="D060388" MajorTopicYN="Y">Support Vector Machine</DescriptorName>
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<Month>04</Month>
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<ArticleId IdType="pii">S0092-8674(15)00526-7</ArticleId>
<ArticleId IdType="doi">10.1016/j.cell.2015.04.051</ArticleId>
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<affiliations>
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<li>Canada</li>
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<li>Ontario</li>
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<settlement>
<li>Toronto</li>
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<li>Université de Toronto</li>
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<name sortKey="Duffy, Supipi Kaluarachchi" sort="Duffy, Supipi Kaluarachchi" uniqKey="Duffy S" first="Supipi Kaluarachchi" last="Duffy">Supipi Kaluarachchi Duffy</name>
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<country name="Canada">
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<name sortKey="Chong, Yolanda T" sort="Chong, Yolanda T" uniqKey="Chong Y" first="Yolanda T" last="Chong">Yolanda T. Chong</name>
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<name sortKey="Andrews, Brenda J" sort="Andrews, Brenda J" uniqKey="Andrews B" first="Brenda J" last="Andrews">Brenda J. Andrews</name>
<name sortKey="Boone, Charles" sort="Boone, Charles" uniqKey="Boone C" first="Charles" last="Boone">Charles Boone</name>
<name sortKey="Cox, Michael J" sort="Cox, Michael J" uniqKey="Cox M" first="Michael J" last="Cox">Michael J. Cox</name>
<name sortKey="Duffy, Kaluarachchi" sort="Duffy, Kaluarachchi" uniqKey="Duffy K" first="Kaluarachchi" last="Duffy">Kaluarachchi Duffy</name>
<name sortKey="Friesen, Helena" sort="Friesen, Helena" uniqKey="Friesen H" first="Helena" last="Friesen">Helena Friesen</name>
<name sortKey="Koh, Judice L Y" sort="Koh, Judice L Y" uniqKey="Koh J" first="Judice L Y" last="Koh">Judice L Y. Koh</name>
<name sortKey="Moffat, Jason" sort="Moffat, Jason" uniqKey="Moffat J" first="Jason" last="Moffat">Jason Moffat</name>
<name sortKey="Moses, Alan" sort="Moses, Alan" uniqKey="Moses A" first="Alan" last="Moses">Alan Moses</name>
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</record>

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