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1、RESEARCH of synaptic proteins in the striatum after 5 min of agonist stimulation was partially blocked by protein phosphatase 2A (PP2A) inhibitors, underscoring the involvement of PP2A in KOR- mediated synaptic functions. Pathway analysis revealed enrichment of mTOR (mechanistic target of rapamycin)

2、 signaling by agonists associated with aversion. Strikingly, mTORSIGNAL TRANSDUCTIONIn vivo brain GPCR signaling elucidated by phosphoproteomicsJeffrey J. Liu, Kirti Sharma, Luca Zangrandi, Chongguang Chen,Sean J. Humphrey, Yi-Ting Chiu, Mariana Spetea, Lee-Yuan Liu-Chen, Christoph Schwarzer*, Matth

3、ias Mann*inhibition during KOR activation abolished aver- sion while preserving ther- apeutic antinociceptive and anticonvulsant effects. Parallel characterization of phosphoproteomicRead the full article at http:/dx.doi. org/10.1126/ science.aao4927.changes related to KOR-mediated mTOR acti- vation

4、 in a cell line model provided additional mechanistic insights at the level of the signal- ing cascade.INTRODUCTION: The G proteincoupled re- ceptor (GPCR) superfamily is a major drug target for neurological diseases. Functionally selective agonists activate GPCRs, such as the kappa opioid receptor

5、(KOR), in a pathway- specific manner that may lead to drugs with fewer side effects. For example, KOR agonists that trigger beneficial antinociceptive, anti- pruritic, and anticonvulsant effects while causing minimal or no undesirable dysphoric, aversive, or psychotomimetic effects would be invaluab

6、le in light of the current opioid epidemic. How- ever, functional selectivity observed in vitro frequently has little predictive value for behav- ioral outcomes.applied this technology to achieve a global over- view of the architecture of brain phosphopro- teome in five mouse brain regions, in which

7、 we examined signaling induced by structurally and behaviorally diverse agonists.CONCLUSION: We dissected the signaling pathways associated with desired and un- desired outcomes of KOR activation in vivo and applied this knowledge to suppress the latter. Our work demonstrates the utility of combinin

8、g phosphoproteomics with phar- macological tools and behavioral assess- ments as a general approach for studying GPCR signaling in vivo. Together with ap- propriate in vitro cellular systems, individu- al pathways can be characterized in depth,RESULTS: Through the quantification of 50,000 different

9、phosphosites, this approach yielded a brain regionspecific systems view of the phosphoproteome, providing a context to un- derstand KOR signaling in vivo. We observed strong regional specificity of KOR signaling attributable to differences in protein-protein interaction networks, neuronal contacts,

10、and the different tissues in neuronal circuitries. Agonists with distinct signaling profiles elicited differential dynamic phosphorylation of synap- tic proteins, thereby linking GPCR signaling to the modulation of brain functions. The most prominent changes occurred on synaptic pro- teins associate

11、d with dopaminergic, glutama- tergic, and g-aminobutyric acidmediated (GABAergic) signaling and synaptic vesicle release. The large-scale dephosphorylationproviding a rational basis for GPCR drugdiscovery. RATIONALE: Obtaining a systems view of GPCR signaling in the brain may overcome the gap betwee

12、n in vitro pharmacology and in vivo testing. Recent breakthroughs in mass spectrometrybased proteomics have enabled us to quantify tens of thousands of phosphoryl- ation events simultaneously ina high-throughput fashion. Using the KOR as a GPCR model, weThe list of author affiliations is available i

13、n the full article online.*Corresponding author. Email: mmannbiochem.mpg.de (M.M.); schwarzer.christophi-med.ac.at (C.S.)Cite this article as J. J. Liu et al., Science 360, eaao4927(2018). DOI: 10.1126/science.aao4927in vivo GPCR SignalingHTP PhosphoproteomicsHigh-throughput phosphoproteomics to cha

14、racterizein vivo brain GPCR signaling. Subsequent bioinformatic analysis enables prediction and modulationof downstream signaling pathways, which are correlated with unwanted effects but not the therapeutic outcome.ppLC-MS/MSAnalgesiaUnwantedSingle run, EasyPhos workflowBioinformatic AnalysisBehavio

15、ral OutcomesAnalgesiaWrithing test * Unwanted effectConditioned place aversion #Glutamatergic synapseDopaminergic synapseNMDARmGlu5VGKC504030201004002000-200-400-600VSSCEAAT2S24 S505Grin2bS1284Grin2aS1691 S1742Kcna2Kcnb1Scn1S1040S736 S890 S1198 S1459S449S467Kcnd2 Kcnh7 S548 S174S17Gng12PSD-95 S415S1

16、334Shank2S648S7 S10S74Gi-proteinSapap1S362SrcS1338Plcb1Camk2b T338 T358S319S687CamkIIS1199DAG1 of 1Liu et al., Science 360, 1314 (2018)22 June 2018Cav1.2S21Downloaded from / on December 28, 2018writhe countpre-post test differenceRESEARCH ARTICLE SUMMARY *ON OUR WEBSITERE

17、SEARCH able KOR expression (cerebellum) (Fig. 1C). In total, including biological replicates (three per experimental condition) and follow-up experi- ments, we measured more than 300 single-shot label-free phosphoproteomic samples using the high-throughput EasyPhos platform (30) (Fig. 1D). Together,

18、 this yielded more than 60,000 different identified phosphosites mapping to 6700 brain proteins. This is the most comprehensive cover- age of any organ phosphoproteome reported to date, underscoring the diversity and importance of phosphorylation-based regulation in the brain (Fig. 1E).To obtain a g

19、eneral overview of the archi- tecture of the brain phosphoproteome, we per- formed principal components analysis (PCA), which revealed that the phosphoproteomes of each brain region cluster tightly and are distinct from other regions. This indicates that each re- gion possesses a unique phosphoprote

20、ome signa- ture. Furthermore, brain regions that share a similar developmental origin exhibit similarities in their phosphoproteome (Fig. 2A, component 2). The region-specific nature of the phosphoproteome is partly driven by the underlying differences in the proteomes, because proteins highly expre

21、ssed in one brain region (e.g., striatum) often also yield prominent phosphopeptides in the same re- gion (Fig. 2, B and C). In particular, expression levels of kinases (32) (the “kinome”) correlated significantly with the abundance of phospho- peptides containing the corresponding linear motifs (Fi

22、g. 2D). Thus, proteome and kinase ex- pression in different regions partially shapes the brain phosphoproteome. The complexity within the brain phosphoproteome is in con- trast to the homogeneity of in vitro cell lines. We observed that 85% of synaptic proteins were phosphorylated, which is of parti

23、cular interest given previous reports of the importance of phos- phorylation in the regulation of synaptic plas- ticity (33).Approximately 50,000 of the identified phos- phorylation sites were quantifiable (Fig. 1F). As established in our recent studies using EasyPhos technology, reproducibility bet

24、ween biological replicates was robust, with an average Pearson correlation of 0.85 (fig. S1). Injection of the ref- erence KOR agonist U-50,488H significantly per- turbed 5% of these sites, with different ligand perturbation patterns in distinct brain regions (Fig. 1G). After 5 min of U-50,488H stim

25、ulation, we observed maximum perturbation in the stri- atum (1000 sites), and progressively less in the order of hippocampus cortex medulla ob- longata, in line with the expression level of KOR in the respective brain regions (34). In the cer- ebellum, where KOR is not detectable, there were hardly

26、any regulated sites, providing a strong vali- dation of our technology (Fig. 1G). Furthermore, we found that in the four KOR-expressing brain regions (striatum, hippocampus, cortex, and me- dulla oblongata), the regulated sites were not detected in the brains of KOR knockout mice (KOR-KO), which dem

27、onstrates the specific- ity of ligand effects in the brain (fig. S2). Over- all, these results show that phosphoproteomicsSIGNAL TRANSDUCTIONIn vivo brain GPCR signaling elucidated by phosphoproteomicsJeffrey J. Liu1, Kirti Sharma1, Luca Zangrandi2, Chongguang Chen3,Sean J. Humphrey1, Yi-Ting Chiu3,

28、 Mariana Spetea4, Lee-Yuan Liu-Chen3, Christoph Schwarzer2*, Matthias Mann1,5*A systems view of G proteincoupled receptor (GPCR) signaling in its native environment is central to the development of GPCR therapeutics with fewer side effects. Using the kappa opioid receptor (KOR) as a model, we employ

29、ed high-throughput phosphoproteomicsto investigate signaling induced by structurally diverse agonists in five mouse brain regions. Quantification of 50,000 different phosphosites provided a systems view of KOR in vivo signaling, revealing novel mechanisms of drug action. Thus, we discovered enrichme

30、ntof the mechanistic target of rapamycin (mTOR) pathway by U-50,488H, an agonist causing aversion, which is a typical KOR-mediated side effect. Consequently, mTOR inhibition during KOR activation abolished aversion while preserving beneficial antinociceptive and anticonvulsant effects. Our results e

31、stablish high-throughput phosphoproteomics as a general strategy to investigate GPCR in vivo signaling, enabling prediction and modulation of behavioral outcomes.Teases. Stimulation of a single GPCR, such ashe G proteincoupled receptor (GPCR) su-heterogeneity at protein, cellular, and neural path- w

32、ay levels (20). Thus, it is imperative to develop an unbiased approach that directly investigates GPCR (and specifically KOR) signaling in vivo, thereby elucidating the largely elusive downstream signaling consequences of GPCR activation in the brain.Developments inmass spectrometry (MS)based proteo

33、mics in general, and phosphoproteomics in particular, now enable the near-comprehensive characterization of proteomes and tens of thou- sands of phosphorylation events (2124). Appli- cation of MS to study GPCR signaling has been limited to assaying the phosphorylation state of a single receptor (25)

34、 or small-scale phosphopro- teomics on in vitro cell lines (2628) or ex vivo cells (29). We recently described the EasyPhos technology, which streamlines phosphoproteo- mics to such an extent that hundreds of phos- phoproteomes can be measured in a short time and at uncompromised depth of coverage,

35、en- abling time-course studies of dynamic and sig- naling events in vivo (30, 31). Here, we applied this technology along with behavioral and phar- macological investigations to attain a systems view of KOR signaling induced by diverse ago- nists in temporally and spatially resolved areas of the mou

36、se brain.Brain phosphoproteomic architectureWe administered five KOR agonists intracister- nally (i.c.) in dosages established to be effective in pharmacological and behavioral experiments (Fig. 1B and Table 1). After short (5 min) and long (30 min) intervals after injection, we dis- sected four bra

37、in regions that express KOR at different levels (striatum, hippocampus, cortex, and medulla oblongata) and one without detect-perfamily encompasses drug targets in nu-merous therapeutic areas, including cancer(1) and cardiac (2) and neurological (3) dis-the kappa opioid receptor (KOR), often activat

38、esparallel pathways, each leading to distinctive phar- macological outcomes. For example, KOR activa- tion triggers beneficial analgesic (4), antipruritic (5, 6), and anticonvulsant/antiepileptic (7) signaling(8) as well as undesirable dysphoria or aversion and psychotomimetic effects (8, 9) (Fig. 1

39、A). Re- cently, some KOR agonists were described that do not induce conditioned place aversion (CPA) in mice (10, 11), in contrast to endogenous and classical agonists. Functional selectivity, a GPCR signaling paradigm derived from in vitro (12, 13) and structural (14, 15) experiments, was used to e

40、xplain this phenomenon (16, 17). However, functional selectivity in cells transfected with KOR is not directly translatable to cells natural- ly expressing KOR (18) or to behavioral effects in vivo (19). The complexity of brain circuitry hinders the in vitroin vivo correlation through1Department of

41、Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, 82152 Martinsried, Germany. 2Department of Pharmacology, Medical University of Innsbruck, 6020 Innsbruck, Austria. 3Center for Substance Abuse Research and Department of Pharmacology, Temple University Lewis Katz School of Med

42、icine, Philadelphia, PA 19140, USA. 4Department of Pharmaceutical Chemistry, Institute of Pharmacy and Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck, 6020 Innsbruck, Austria. 5Novo Nordisk Foundation Center for Protein Research, Faculty of Health Sciences, University of

43、Copenhagen, 2200 Copenhagen, Denmark.*Corresponding author. Email: mmannbiochem.mpg.de (M.M.); schwarzer.christophi-med.ac.at (C.S.)1 of 10Liu et al., Science 360, eaao4927 (2018)22 June 2018Downloaded from / on December 28, 2018RESEARCH ARTICLE RESEARCH | RESEARCH ARTICL

44、Eenables observation of KOR-modulated signal- ing in a brain regionspecific fashion.KOR signaling is brain regionspecificNext, we spatially and temporally analyzed U- 50,488Hregulated sites determined to be signif- icant by analysis of variance (ANOVA). U-50,488H activates inhibitory G proteins (Gi/

45、o) and induces internalization of KOR through b-arrestin2 recruit- ment (35). Inhibition of Ca2+ channels modulates release of neurotransmitters such as g-aminobutyric acid (GABA), dopamine, and glutamate, and nega- tively regulates signaling mediated by all three neurotransmitters. Accordingly, our

46、 bioinformatics analysis of regulated phosphosites (36) revealed significant enrichment of Gene Ontology (GO) terms such as “inhibition of adenylate cyclase activity by G protein signaling pathway,” “pos- itive regulation of receptor internalization,” and “regulation of neurotransmitter secretion.”

47、This unbiased approach also highlighted mechanisms not yet linked to KOR activation, such as “RNA splicing” (fig. S3A). In line with this, the phos- phorylation states of numerous membrane pro- teins, such as voltage-gated sodium channels and neurotransmitter transporters, are altered by KOR activat

48、ion (fig. S3B).Like the basal brain phosphoproteome, phos- phosites clustered tightly by replicates. Inter- estingly, the PCA map was dynamic in time, with the relative positions of the cortex, medulla, hip- pocampus, and striatum changing drastically be- tween the time points (Fig. 3, A and B). In

49、the first component, the striatum deviated most from the other regions at the 5-min interval, whereas the cortex diverged mostly at 30 min, which sug- gests that U-50,488H perturbation is most pro- found in the striatum at early time points and in the cortex at later time points. The striatum ispart

50、 of the mesolimbic pathway and the cortex is part of the mesocortical pathway; these are the two most prominent pathways in KOR sig- naling (also reflected in the relatively high KOR expression in both regions). Unlike in vitro cell model systems, each brain region comprises elab- orated connections

51、 of heterogeneous neurons. In this complex background, we also discovered U-50,488Hmediated KOR signaling to be highly region-specific. For example, we found that U- 50,488Hregulated sites in the striatum were specific to this regiona result that also held for the other brain regions (Fig. 3C and fi

52、g. S4).At the level of known functional sites, we ob- served dephosphorylation of the dopamine- and cy- clic adenosine monophosphate (cAMP)regulated neuronal phosphoprotein (DARPP-32) on phos- phorylated Ser97 (pS97) and of the tyrosine kinase Src onpS17 exclusively inthe striatum. The raf proto- on

53、cogene serine/threonine protein kinase Raf1 was dephosphorylated at pS259 only in the cortex, and the extracellular signalregulated kinase ERK1 was phosphorylated at Thr203 and Tyr205 (pT203/ pY205) only in the hippocampus (Fig. 3D). We fur- ther investigated the regional specificity of ERK1 phospho

54、rylation using immunohistochemistry. This latter observation validates the phospho- proteomics findings and reveals that elevated ERK1 phosphorylation is specifically located on hippocampal mossy fibers (Fig. 3E).In contrast to the basal phosphoproteome, which was partly shaped by the proteome and p

55、articularly by the kinome (Fig. 2), no correla- tion between U-50,488Hregulated phosphoryl- ation events and the region-specific proteome or basal phosphoproteome was observed (fig. S5). This implies that region-specific regulation is not just a function of expression levels of kinases and substrate

56、s, but results from more complex fac-tors such as different protein-protein interaction networks, neuronal contacts, or the position of the tissue in neuronal circuitries. Indeed, map- ping the U-50,488Hregulated phosphorylation events onto known interaction networks (37) highlighted the signaling p

57、athways relevant to the specific physiological functions of each brain region, including the GO terms “neurotransmitter secretion” and “dopaminergic synapses” (enriched in striatum) and “axon guidance,” “long-term po- tentiation,” and “calcium signaling” (enriched in hippocampus), which was not the

58、case for the basal phosphoproteome (fig. S6).Next, we contrasted signaling of the initially investigated agonist U-50,488H with that of 6GNTI (38), which possesses a different signaling profile (Table 1). Depending on the brain region and time point, U-50,488H and 6GNTI shared 30 to 50% of regulated sites. Substantial differ- ences were apparent in the first component of a PCA between U-

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