Quantitative phosphoproteomics has transformed investigations of cell signaling, but it remains challenging to scale the technology for high-throughput analyses. Here we report a rapid and reproducible approach to analyze hundreds of phosphoproteomes using data-independent acquisition (DIA) with an accurate site localization score incorporated into Spectronaut. DIA-based phosphoproteomics achieves an order of magnitude broader dynamic range, higher reproducibility of identification, and improved sensitivity and accuracy of quantification compared to state-of-the-art data-dependent acquisition (DDA)-based phosphoproteomics. Notably, direct DIA without the need of spectral libraries performs close to analyses using project-specific libraries, quantifying > 20,000 phosphopeptides in 15 min single-shot LC-MS analysis per condition. Adaptation of a 3D multiple regression model-based algorithm enables global determination of phosphorylation site stoichiometry in DIA. Scalability of the DIA approach is demonstrated by systematically analyzing the effects of thirty kinase inhibitors in context of epidermal growth factor (EGF) signaling showing that specific protein kinases mediate EGF-dependent phospho-regulation.
State-of-the-art proteomics-grade mass spectrometers can measure peptide precursors and their fragments with ppm mass accuracy at sequencing speeds of tens of peptides per second with attomolar sensitivity. Here we describe a compact and robust quadrupole-orbitrap mass spectrometer equipped with a front-end High Field Asymmetric Waveform Ion Mobility Spectrometry (FAIMS) Interface. The performance of the Orbitrap Exploris 480 mass spectrometer is evaluated in data-dependent acquisition (DDA) and data-independent acquisition (DIA) modes in combination with FAIMS. We demonstrate that different compensation voltages (CVs) for FAIMS are optimal for DDA and DIA, respectively. Combining DIA with FAIMS using single CVs, the instrument surpasses 2500 peptides identified per minute. This enables quantification of >5000 proteins with short online LC gradients delivered by the Evosep One LC system allowing acquisition of 60 samples per day. The raw sensitivity of the instrument is evaluated by analyzing 5 ng of a HeLa digest from which >1000 proteins were reproducibly identified with 5 min LC gradients using DIA-FAIMS. To demonstrate the versatility of the instrument, we recorded an organ-wide map of proteome expression across 12 rat tissues quantified by tandem mass tags and label-free quantification using DIA with FAIMS to a depth of >10,000 proteins.
Pluripotent stem cells (PSCs) transition between cell states in vitro and reflect developmental changes in the early embryo. PSCs can be stabilized in the naïve state by blocking extracellular differentiation stimuli, particularly FGF-MEK signaling. Here, we report that multiple features of the naïve state in human and mouse PSCs can be recapitulated without affecting FGF-MEK-signaling or global DNA methylation. Mechanistically, chemical inhibition of CDK8 and CDK19 kinases removes their ability to repress the Mediator complex at enhancers. Thus CDK8/19 inhibition increases Mediator-driven recruitment of RNA Pol II to promoters and enhancers. This efficiently stabilizes the naïve transcriptional program and confers resistance to enhancer perturbation by BRD4 inhibition.Moreover, naïve pluripotency during embryonic development coincides with a reduction in CDK8/19. We conclude that global hyperactivation of enhancers drives naïve pluripotency, and this can be achieved in vitro by inhibiting CDK8/19 kinase activity. These principles may apply to other contexts of cellular plasticity. RESULTS Inhibition of Mediator kinase stabilizes mouse naïve pluripotencyGFP knock-in reporters at key stem cell marker genes such as Nanog represent well-established and precise indicators of the naïve (GFP high ) and primed states (GFP low ) 18,22,29 . For example, in 2i-naïve state, Nanog promoter activity is enhanced, yielding a characteristically homogenous Nanog-GFP high cell expression pattern and uniform dome-shaped colonies (Fig. 1A-C, and Extended Data Fig. 1A). In contrast, the Nanog promoter is metastable in primed state PSCs, reversibly oscillating between high and low activity, presenting a heterogeneous Nanog-GFP expression pattern and flattened diffuse colonies, indicative of a general underlying switch in transcriptional program 18,20,23,29,30 . The BRD4 inhibitor JQ1 destabilizes enhancers and resulted in colony flattening and GFP low status (Fig. 1A), as reported [26][27][28] . In this experimental setting, we tested the effect of manipulating the transcriptional cyclin-dependent kinases (CDK7, CDK8/19 and CDK9) with a panel of small molecule inhibitors. Several potent Lynch et al., submitted 19 19 and structurally-unrelated CDK8/19 inhibitors had a positive effect, inducing the formation of homogenous dome-shaped colonies, and upregulating both the Nanog-GFP reporter and endogenous Nanog expression, similar to PSC in the 2i-naïve state (Fig. 1A-E; Extended Data Fig. 1A; Supplementary Table 1), while inhibition of CDK7 or CDK9 did not. Potency and selectivity of CDK8/19inhibitors, commercially available or developed in-house, were assessed by multiple methods: (i) selectivity was suggested by a KinomeScan panel of 456 kinases; (ii) Lanthascreen assays demonstrated inhibitory activity at nanomolar concentrations against pure recombinant CDK8/CCNC and CDK19/CCNC; (iii) luciferase reporter cell assays (TOP-FLASH); and (iv) potent inhibition of STAT1-Ser727 phosphorylation in human PSCs, a well-documented CDK8 t...
Dynamic change in subcellular localization of signaling proteins is a general concept that eukaryotic cells evolved for eliciting a coordinated response to stimuli. Mass spectrometry-based proteomics in combination with subcellular fractionation can provide comprehensive maps of spatio-temporal regulation of protein networks in cells, but involves laborious workflows that does not cover the phospho-proteome level. Here we present a high-throughput workflow based on sequential cell fractionation to profile the global proteome and phospho-proteome dynamics across six distinct subcellular fractions. We benchmark the workflow by studying spatio-temporal EGFR phospho-signaling dynamics in vitro in HeLa cells and in vivo in mouse tissues. Finally, we investigate the spatio-temporal stress signaling, revealing cellular relocation of ribosomal proteins in response to hypertonicity and muscle contraction. Proteomics data generated in this study can be explored through https://SpatialProteoDynamics.github.io.
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