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Deducing the presence of proteins and proteoforms in quantitative proteomics.


ABSTRACT: The human genome harbors just 20,000 genes suggesting that the variety of possible protein products per gene plays a significant role in generating functional diversity. In bottom-up proteomics peptides are mapped back to proteins and proteoforms to describe a proteome; however, accurate quantitation of proteoforms is challenging due to incomplete protein sequence coverage and mapping ambiguities. Here, we demonstrate that a new software tool called ProteinClusterQuant (PCQ) can be used to deduce the presence of proteoforms that would have otherwise been missed, as exemplified in a proteomic comparison of two fly species, Drosophila melanogaster and D. virilis. PCQ was used to identify reduced levels of serine/threonine protein kinases PKN1 and PKN4 in CFBE41o- cells compared to HBE41o- cells and to elucidate that shorter proteoforms of full-length caspase-4 and ephrin B receptor are differentially expressed. Thus, PCQ extends current analyses in quantitative proteomics and facilitates finding differentially regulated proteins and proteoforms.

SUBMITTER: Bamberger C 

PROVIDER: S-EPMC5998138 | biostudies-literature | 2018 Jun

REPOSITORIES: biostudies-literature

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Deducing the presence of proteins and proteoforms in quantitative proteomics.

Bamberger Casimir C   Martínez-Bartolomé Salvador S   Montgomery Miranda M   Pankow Sandra S   Hulleman John D JD   Kelly Jeffery W JW   Yates John R JR  

Nature communications 20180613 1


The human genome harbors just 20,000 genes suggesting that the variety of possible protein products per gene plays a significant role in generating functional diversity. In bottom-up proteomics peptides are mapped back to proteins and proteoforms to describe a proteome; however, accurate quantitation of proteoforms is challenging due to incomplete protein sequence coverage and mapping ambiguities. Here, we demonstrate that a new software tool called ProteinClusterQuant (PCQ) can be used to deduc  ...[more]

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