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Applying Label-Free Quantitation to Top Down Proteomics

[Image: see text] With the prospect of resolving whole protein molecules into their myriad proteoforms on a proteomic scale, the question of their quantitative analysis in discovery mode comes to the fore. Here, we demonstrate a robust pipeline for the identification and stringent scoring of abundan...

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Autores principales: Ntai, Ioanna, Kim, Kyunggon, Fellers, Ryan T., Skinner, Owen S., Smith, Archer D., Early, Bryan P., Savaryn, John P., LeDuc, Richard D., Thomas, Paul M., Kelleher, Neil L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2014
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4033644/
https://www.ncbi.nlm.nih.gov/pubmed/24807621
http://dx.doi.org/10.1021/ac500395k
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author Ntai, Ioanna
Kim, Kyunggon
Fellers, Ryan T.
Skinner, Owen S.
Smith, Archer D.
Early, Bryan P.
Savaryn, John P.
LeDuc, Richard D.
Thomas, Paul M.
Kelleher, Neil L.
author_facet Ntai, Ioanna
Kim, Kyunggon
Fellers, Ryan T.
Skinner, Owen S.
Smith, Archer D.
Early, Bryan P.
Savaryn, John P.
LeDuc, Richard D.
Thomas, Paul M.
Kelleher, Neil L.
author_sort Ntai, Ioanna
collection PubMed
description [Image: see text] With the prospect of resolving whole protein molecules into their myriad proteoforms on a proteomic scale, the question of their quantitative analysis in discovery mode comes to the fore. Here, we demonstrate a robust pipeline for the identification and stringent scoring of abundance changes of whole protein forms <30 kDa in a complex system. The input is ∼100–400 μg of total protein for each biological replicate, and the outputs are graphical displays depicting statistical confidence metrics for each proteoform (i.e., a volcano plot and representations of the technical and biological variation). A key part of the pipeline is the hierarchical linear model that is tailored to the original design of the study. Here, we apply this new pipeline to measure the proteoform-level effects of deleting a histone deacetylase (rpd3) in S. cerevisiae. Over 100 proteoform changes were detected above a 5% false positive threshold in WT vs the Δrpd3 mutant, including the validating observation of hyperacetylation of histone H4 and both H2B isoforms. Ultimately, this approach to label-free top down proteomics in discovery mode is a critical technical advance for testing the hypothesis that whole proteoforms can link more tightly to complex phenotypes in cell and disease biology than do peptides created in shotgun proteomics.
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spelling pubmed-40336442015-05-07 Applying Label-Free Quantitation to Top Down Proteomics Ntai, Ioanna Kim, Kyunggon Fellers, Ryan T. Skinner, Owen S. Smith, Archer D. Early, Bryan P. Savaryn, John P. LeDuc, Richard D. Thomas, Paul M. Kelleher, Neil L. Anal Chem [Image: see text] With the prospect of resolving whole protein molecules into their myriad proteoforms on a proteomic scale, the question of their quantitative analysis in discovery mode comes to the fore. Here, we demonstrate a robust pipeline for the identification and stringent scoring of abundance changes of whole protein forms <30 kDa in a complex system. The input is ∼100–400 μg of total protein for each biological replicate, and the outputs are graphical displays depicting statistical confidence metrics for each proteoform (i.e., a volcano plot and representations of the technical and biological variation). A key part of the pipeline is the hierarchical linear model that is tailored to the original design of the study. Here, we apply this new pipeline to measure the proteoform-level effects of deleting a histone deacetylase (rpd3) in S. cerevisiae. Over 100 proteoform changes were detected above a 5% false positive threshold in WT vs the Δrpd3 mutant, including the validating observation of hyperacetylation of histone H4 and both H2B isoforms. Ultimately, this approach to label-free top down proteomics in discovery mode is a critical technical advance for testing the hypothesis that whole proteoforms can link more tightly to complex phenotypes in cell and disease biology than do peptides created in shotgun proteomics. American Chemical Society 2014-05-07 2014-05-20 /pmc/articles/PMC4033644/ /pubmed/24807621 http://dx.doi.org/10.1021/ac500395k Text en Copyright © 2014 American Chemical Society
spellingShingle Ntai, Ioanna
Kim, Kyunggon
Fellers, Ryan T.
Skinner, Owen S.
Smith, Archer D.
Early, Bryan P.
Savaryn, John P.
LeDuc, Richard D.
Thomas, Paul M.
Kelleher, Neil L.
Applying Label-Free Quantitation to Top Down Proteomics
title Applying Label-Free Quantitation to Top Down Proteomics
title_full Applying Label-Free Quantitation to Top Down Proteomics
title_fullStr Applying Label-Free Quantitation to Top Down Proteomics
title_full_unstemmed Applying Label-Free Quantitation to Top Down Proteomics
title_short Applying Label-Free Quantitation to Top Down Proteomics
title_sort applying label-free quantitation to top down proteomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4033644/
https://www.ncbi.nlm.nih.gov/pubmed/24807621
http://dx.doi.org/10.1021/ac500395k
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