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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American
Chemical
Society
2014
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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. |
format | Online Article Text |
id | pubmed-4033644 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | American
Chemical
Society |
record_format | MEDLINE/PubMed |
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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