A nested linear regression model is applied to pan-cancer data from 1,006 tumours and reveals a widespread coupling between phosphorylation and interaction-dependent protein abundance and provides a prioritized, structure-informed resource for characterizing the human phosphoproteome.
Abstract
Protein phosphorylation regulates nearly every cellular process, yet most of the hundreds of thousands of human phosphosites remain functionally uncharacterized. Rather than prioritising phosphosites by conservation or structural features, here we use the abundance of an interaction partner as a readout of whether a phosphosite affects that interaction. This idea exploits the fact that subunits of stable complexes are often degraded when unbound. Here, we apply a nested linear regression model to pan-cancer data from 1,006 tumours, while controlling for transcriptional and other covariates. We identified 6,160 associations between 3,038 phosphosites and the abundance of interacting proteins, including several known interaction-regulating sites. Mapping these onto AlphaFold-predicted complexes placed 239 sites at interaction interfaces, while another 402 were linked to compartment-specific localisation, indicating that phosphorylation can also tune interactions by relocating proteins between compartments. Affinity-purification mass spectrometry of NKAP and NUF2 phosphosite mutants experimentally supported some of these predictions. Together, this framework reveals a widespread coupling between phosphorylation and interaction-dependent protein abundance and provides a prioritized, structure-informed resource for characterizing the human phosphoproteome
A framework for accelerating the development of next-generation PPI therapeutics is provided by connecting interface architecture with optimal inhibitor modality and discovery strategy, revealing clear links between interface topology and inhibitor discovery strategies.
Ellie Hyde, A. Beekman· RSC Medicinal Chemistry· 0 citations
A two-layer regulatory mechanism in which phosphorylation rewires IDR electrostatics while pocket-binding ligands redirect folded-domain interactions is revealed, suggesting a strategy for modulating multidomain condensates through ligand-induced contact-network remodeling.
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Heloísa Monteiro Do Amaral-Prado, G. A. Moreira, C. Santos et al.· FASEB bioAdvances· 0 citations
It is shown that accurate representation of the bead background, which depends on the affinity matrix in use, is critical for elimination of false positive and false negative PPIs, as OGT PPI dynamics were measured under OGT catalytic inhibition via OSMI-4, which is known to perturb gene expression.
M. Brunelli, Lisa Morishita-Cartwright, Natalie M. Clark et al.· bioRxiv· 0 citations
A global metabolite-mediated architecture with the capacity to coordinate proteins across otherwise distinct cellular systems is revealed and experimentally established metabolite-dependent complexes validate the local mechanism independently of LIGMAP.
J. Skolnick, B. Srinivasan· bioRxiv· 0 citations
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