Systematic characterization of BAF mutations provides insights into intracomplex synthetic lethalities in human cancers
NATURE GENETICS
Authors: Schick, Sandra; Rendeiro, Andre F.; Runggatscher, Kathrin; Ringler, Anna; Boidol, Bernd; Hinkel, Melanie; Majek, Peter; Vulliard, Loan; Penz, Thomas; Parapatics, Katja; Schmidl, Christian; Menche, Joerg; Boehmelt, Guido; Petronczki, Mark; Mueller, Andre C.; Bock, Christoph; Kubicek, Stefan
Abstract
Aberrations in genes coding for subunits of the BRG1/BRM associated factor (BAF) chromatin remodeling complexes are highly abundant in human cancers. Currently, it is not understood how these mostly loss-of-function mutations contribute to cancer development and how they can be targeted therapeutically. The cancer-type-specific occurrence patterns of certain subunit mutations suggest subunit-specific effects on BAF complex function, possibly by the formation of aberrant residual complexes. Here, we systematically characterize the effects of individual subunit loss on complex composition, chromatin accessibility and gene expression in a panel of knockout cell lines deficient for 22 BAF subunits. We observe strong, specific and sometimes discordant alterations dependent on the targeted subunit and show that these explain intracomplex codependencies, including the synthetic lethal interactions SMARCA4-ARID2, SMARCA4-ACTB and SMARCC1-SMARCC2. These data provide insights into the role of different BAF subcomplexes in genome-wide chromatin organization and suggest approaches to therapeutically target BAF-mutant cancers.
The functional landscape of the human phosphoproteome
NATURE BIOTECHNOLOGY
Authors: Ochoa, David; Jarnuczak, Andrew F.; Vieitez, Cristina; Gehre, Maja; Soucheray, Margaret; Mateus, Andre; Kleefeldt, Askar A.; Hill, Anthony; Garcia-Alonso, Luz; Stein, Frank; Krogan, Nevan J.; Savitski, Mikhail M.; Swaney, Danielle L.; Vizcaino, Juan A.; Noh, Kyung-Min; Beltrao, Pedro
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.