Cell cycle progression relies on coordinated changes in the composition and subcellular localization of the proteome. By applying two distinct convolutional neural networks on images of millions of live yeast cells, we resolved proteome-level dynamics in both concentration and localization during the cell cycle, with resolution of ∼20 subcellular localization classes. We show that a quarter of the proteome displays cell cycle periodicity, with proteins tending to be controlled either at the level of localization or concentration, but not both.
View Article and Find Full Text PDFThe signal transduction pathway regulated by the retinoblastoma tumor suppressor protein, pRB, is abrogated in the majority of human cancers. Using a series of cell lines derived from oral squamous cell carcinomas (SCCs) that were not subjected to radiation or chemotherapy treatment, we detected specific hyperactivity of cyclin dependent kinase (cdk) 6 but not cdk4. Subcellular localization studies showed a predominant nuclear localization of cdk6, demonstrating that this kinase was biologically active.
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