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The functional landscape of the human phosphoproteome.

Abstract：

:Protein phosphorylation is a key post-translational modification regulating protein function in almost all cellular processes. Although tens of thousands of phosphorylation sites have been identified in human cells, approaches to determine the functional importance of each phosphosite are lacking. Here, we manually curated 112 datasets of phospho-enriched proteins, generated from 104 different human cell types or tissues. We re-analyzed the 6,801 proteomics experiments that passed our quality control criteria, creating a reference phosphoproteome containing 119,809 human phosphosites. To prioritize functional sites, we used machine learning to identify 59 features indicative of proteomic, structural, regulatory or evolutionary relevance and integrate them into a single functional score. Our approach identifies regulatory phosphosites across different molecular mechanisms, processes and diseases, and reveals genetic susceptibilities at a genomic scale. Several regulatory phosphosites were experimentally validated, including identifying a role in neuronal differentiation for phosphosites in SMARCC2, a member of the SWI/SNF chromatin-remodeling complex.

journal_name

Nat Biotechnol

journal_title

Nature biotechnology

authors

Ochoa D,Jarnuczak AF,Viéitez C,Gehre M,Soucheray M,Mateus A,Kleefeldt AA,Hill A,Garcia-Alonso L,Stein F,Krogan NJ,Savitski MM,Swaney DL,Vizcaíno JA,Noh KM,Beltrao P

doi

10.1038/s41587-019-0344-3

subject

Has Abstract

pub_date

2020-03-01 00:00:00

pages

365-373

issue

3

eissn

1087-0156

issn

1546-1696

pii

10.1038/s41587-019-0344-3

journal_volume

38

pub_type

杂志文章

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