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Anderson PJ, Xiao P, Zhong Y, Kaakati A, Alfonso-DeSouza J, Zhang T, Zhang C, Yu K, Qi L, Ding W, Liu S, Pani B, Krishnan A, Chen O, Jassal C, Strawn J, Sun JP, Rajagopal S. β-Arrestin Condensates Regulate G Protein-Coupled Receptor Function. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.04.05.647240. [PMID: 40236194 PMCID: PMC11996538 DOI: 10.1101/2025.04.05.647240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
Abstract
G protein-coupled receptors (GPCRs) are the largest class of receptors in the genome and control many signaling cascades essential for survival. GPCR signaling is regulated by β-arrestins, multifunctional adapter proteins that direct receptor desensitization, internalization, and signaling. While at many GPCRs, β-arrestins interact with a wide array of signaling effectors, it is unclear how β-arrestins promote such varied functions. Here we show that β-arrestins undergo liquid-liquid phase separation (LLPS) to form condensates that regulate GPCR function. We demonstrate that β-arrestin oligomerization occurs in proximity to the GPCR and regulates GPCR functions such as internalization and signaling. This model is supported by a cryoEM structure of the adhesion receptor ADGRE1 in a 2:2 complex with β-arrestin 1, with a β-arrestin orientation that can promote oligomerization. Our work provides a paradigm for β-arrestin condensates as regulators of GPCR function, with LLPS serving as an important promoter of signaling compartmentalization at GPCRs.
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2
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Fallon BS, Rondem KE, Mumby EJ, English JG. Biased Signaling in G Protein-Coupled Receptors: Understanding the Biological Relevance and Tools for Probing Functionally Selective Ligands. Biochemistry 2025; 64:1425-1436. [PMID: 40100969 DOI: 10.1021/acs.biochem.4c00871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
Biased signaling has transformed pharmacology by revealing that receptors, particularly G protein-coupled receptors (GPCRs), can activate specific intracellular pathways selectively rather than uniformly. This discovery enables the development of targeted therapeutics that minimize side effects by precisely modulating receptor activity. Functionally selective ligands, which preferentially activate distinct signaling branches, have become essential tools for exploring receptor mechanisms and uncovering the complexities of GPCR signaling. These ligands help clarify receptor function in various physiological and pathological contexts, offering profound implications for therapeutic innovation. GPCRs, which mediate a wide range of cellular responses through coupling to G proteins and arrestins, are key pharmacological targets, with nearly a third of FDA-approved drugs acting on them. Recent advancements in biosensor development, multiplex assay platforms, and deep mutational scanning methods are improving our ability to define GPCR signaling, allowing for a better understanding of biased signaling pathways.
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Affiliation(s)
- Braden S Fallon
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, Utah 84132-2101, United States
| | - Kathleen E Rondem
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, Utah 84132-2101, United States
| | - Elizabeth J Mumby
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, Utah 84132-2101, United States
| | - Justin G English
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, Utah 84132-2101, United States
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3
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Saha S, Sano FK, Sharma S, Ganguly M, Dalal A, Mishra S, Tiwari D, Akasaka H, Kobayashi TA, Roy N, Zaidi N, Itoh Y, Leurs R, Banerjee R, Shihoya W, Nureki O, Shukla AK. Structural visualization of small molecule recognition by CXCR3 uncovers dual-agonism in the CXCR3-CXCR7 system. Nat Commun 2025; 16:3047. [PMID: 40155369 PMCID: PMC11953467 DOI: 10.1038/s41467-025-58264-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Accepted: 03/16/2025] [Indexed: 04/01/2025] Open
Abstract
Chemokine receptors are critically involved in multiple physiological and pathophysiological processes related to immune response mechanisms. Most chemokine receptors are prototypical GPCRs although some also exhibit naturally-encoded signaling-bias toward β-arrestins (βarrs). C-X-C type chemokine receptors, namely CXCR3 and CXCR7, constitute a pair wherein the former is a prototypical GPCR while the latter exhibits selective coupling to βarrs despite sharing a common natural agonist: CXCL11. Moreover, CXCR3 and CXCR7 also recognize small molecule agonists suggesting a modular orthosteric ligand binding pocket. Here, we determine cryo-EM structures of CXCR3 in an Apo-state and in complex with small molecule agonists biased toward G-proteins or βarrs. These structural snapshots uncover an allosteric network bridging the ligand-binding pocket to intracellular side, driving the transducer-coupling bias at this receptor. Furthermore, structural topology of the orthosteric binding pocket also allows us to discover and validate that selected small molecule agonists of CXCR3 display robust agonism at CXCR7. Collectively, our study offers molecular insights into signaling-bias and dual agonism in the CXCR3-CXCR7 system with therapeutic implications.
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Affiliation(s)
- Shirsha Saha
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Fumiya K Sano
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Saloni Sharma
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Manisankar Ganguly
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Annu Dalal
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Sudha Mishra
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Divyanshu Tiwari
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Hiroaki Akasaka
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Takaaki A Kobayashi
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Nabarun Roy
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Nashrah Zaidi
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Yuzuru Itoh
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Rob Leurs
- Amsterdam Institute for Molecules, Medicines, and Systems (AIMMS), Division of Medicinal Chemistry, Faculty of Sciences, VU University Amsterdam, Amsterdam, The Netherlands
| | - Ramanuj Banerjee
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India.
| | - Wataru Shihoya
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo, Japan.
| | - Osamu Nureki
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo, Japan.
| | - Arun K Shukla
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India.
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4
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Fouillen A, Couvineau P, Gaibelet G, Riché S, Orcel H, Mendre C, Kanso A, Lanotte R, Nguyen J, Dimon J, Urbach S, Sounier R, Granier S, Bonnet D, Cong X, Mouillac B, Déméné H. Biased activation of the vasopressin V2 receptor probed by molecular dynamics simulations, NMR and pharmacological studies. Comput Struct Biotechnol J 2024; 23:3784-3799. [PMID: 39525085 PMCID: PMC11550766 DOI: 10.1016/j.csbj.2024.10.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 10/22/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
G protein-coupled receptors (GPCRs) control critical cell signaling. Their response to extracellular stimuli involves conformational changes to convey signals to intracellular effectors, among which the most important are G proteins and β-arrestins (βArrs). Biased activation of one pathway is a field of intense research in GPCR pharmacology. Combining NMR, site-directed mutagenesis, molecular pharmacology, and molecular dynamics (MD) simulations, we studied the conformational diversity of the vasopressin V2 receptor (V2R) bound to different types of ligands: the antagonist Tolvaptan, the endogenous unbiased agonist arginine-vasopressin, and MCF14, a partial Gs protein-biased agonist. A double-labeling NMR scheme was developed to study the receptor conformational changes and ligand binding: V2R was subjected to lysine 13CH3 methylation for complementary NMR studies, whereas the agonists were tagged with a paramagnetic probe. Paramagnetic relaxation enhancements and site-directed mutagenesis validated the ligand binding modes in the MD simulations. We found that the bias for the Gs protein over the βArr pathway involves interactions between the conserved NPxxY motif in the transmembrane helix 7 (TM7) and TM3, compacting helix 8 (H8) toward TM1 and likely inhibiting βArr signaling. A similar mechanism was elicited for the pathogenic mutation I130N, which constitutively activates the Gs proteins without concomitant βArr recruitment. The findings suggest common patterns of biased signaling in class A GPCRs, as well as a rationale for the design of G protein-biased V2R agonists.
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Affiliation(s)
- Aurélien Fouillen
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Pierre Couvineau
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Gérald Gaibelet
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Stéphanie Riché
- Laboratoire d’Innovation Thérapeutique, UMR7200 CNRS, Université de Strasbourg, Institut du Médicament de Strasbourg, 67412 Illkirch-Graffenstaden, France
| | - Hélène Orcel
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Christiane Mendre
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Ali Kanso
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Romain Lanotte
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Julie Nguyen
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Juliette Dimon
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Serge Urbach
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Rémy Sounier
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Sébastien Granier
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Dominique Bonnet
- Laboratoire d’Innovation Thérapeutique, UMR7200 CNRS, Université de Strasbourg, Institut du Médicament de Strasbourg, 67412 Illkirch-Graffenstaden, France
| | - Xiaojing Cong
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Bernard Mouillac
- Institut de Génomique Fonctionnelle, Université de Montpellier, CNRS, INSERM, 34094 Montpellier, France
| | - Hélène Déméné
- Centre de Biologie Structurale (CBS), Univ Montpellier, INSERM, CNRS, 34090, Montpellier, France
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5
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Morales P, Scharf MM, Bermudez M, Egyed A, Franco R, Hansen OK, Jagerovic N, Jakubík J, Keserű GM, Kiss DJ, Kozielewicz P, Larsen O, Majellaro M, Mallo-Abreu A, Navarro G, Prieto-Díaz R, Rosenkilde MM, Sotelo E, Stark H, Werner T, Wingler LM. Progress on the development of Class A GPCR-biased ligands. Br J Pharmacol 2024. [PMID: 39261899 DOI: 10.1111/bph.17301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 05/06/2024] [Accepted: 05/18/2024] [Indexed: 09/13/2024] Open
Abstract
Class A G protein-coupled receptors (GPCRs) continue to garner interest for their essential roles in cell signalling and their importance as drug targets. Although numerous drugs in the clinic target these receptors, over 60% GPCRs remain unexploited. Moreover, the adverse effects triggered by the available unbiased GPCR modulators, limit their use and therapeutic value. In this context, the elucidation of biased signalling has opened up new pharmacological avenues holding promise for safer therapeutics. Functionally selective ligands favour receptor conformations facilitating the recruitment of specific effectors and the modulation of the associated pathways. This review surveys the current drug discovery landscape of GPCR-biased modulators with a focus on recent advances. Understanding the biological effects of this preferential coupling is at different stages depending on the Class A GPCR family. Therefore, with a focus on individual GPCR families, we present a compilation of the functionally selective modulators reported over the past few years. In doing so, we dissect their therapeutic relevance, molecular determinants and potential clinical applications.
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Affiliation(s)
- Paula Morales
- Instituto de Química Médica, Consejo Superior de Investigaciones Científicas, Madrid, Spain
| | - Magdalena M Scharf
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Marcel Bermudez
- Institute for Pharmaceutical and Medicinal Chemistry, University of Münster, Münster, Germany
| | - Attila Egyed
- Medicinal Chemistry Research Group and National Drug Discovery and Development Laboratory, Research Centre for Natural Sciences, Budapest, Hungary
| | - Rafael Franco
- Molecular Neurobiology Laboratory, Department of Biochemistry and Molecular Biology, Universitat de Barcelona, Barcelona, Spain
- CiberNed. Network Center for Neurodegenerative Diseases, National Spanish Health Institute Carlos III, Madrid, Spain
- School of Chemistry, Universitat de Barcelona, Barcelona, Spain
| | - Olivia K Hansen
- Laboratory of Molecular Pharmacology, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Nadine Jagerovic
- Instituto de Química Médica, Consejo Superior de Investigaciones Científicas, Madrid, Spain
| | - Jan Jakubík
- Institute of Physiology Czech Academy of Sciences, Prague, Czech Republic
| | - György M Keserű
- Medicinal Chemistry Research Group and National Drug Discovery and Development Laboratory, Research Centre for Natural Sciences, Budapest, Hungary
| | - Dóra Judit Kiss
- Medicinal Chemistry Research Group and National Drug Discovery and Development Laboratory, Research Centre for Natural Sciences, Budapest, Hungary
| | - Pawel Kozielewicz
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Olav Larsen
- Laboratory of Molecular Pharmacology, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Ana Mallo-Abreu
- Center for Research in Biological Chemistry and Molecular Materials (CIQUS), University of Santiago de Compostela, Santiago de Compostela, Spain
- Laboratory of Medicinal Chemistry (CSIC Associated Unit), Faculty of Pharmacy and Food Sciences, Universitat de Barcelona, Barcelona, Spain
- Institute of Biomedicine (IBUB), Universitat de Barcelona, Barcelona, Spain
| | - Gemma Navarro
- CiberNed. Network Center for Neurodegenerative Diseases, National Spanish Health Institute Carlos III, Madrid, Spain
- Department of Biochemistry and Physiology, Faculty of Pharmacy and Food Science, Universitat de Barcelona, Barcelona, Spain
| | - Rubén Prieto-Díaz
- Center for Research in Biological Chemistry and Molecular Materials (CIQUS), University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Mette M Rosenkilde
- Laboratory of Molecular Pharmacology, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Eddy Sotelo
- Center for Research in Biological Chemistry and Molecular Materials (CIQUS), University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Holger Stark
- Heinrich Heine University Düsseldorf, Institut fuer Pharmazeutische und Medizinische Chemie, Duesseldorf, Germany
| | - Tobias Werner
- Heinrich Heine University Düsseldorf, Institut fuer Pharmazeutische und Medizinische Chemie, Duesseldorf, Germany
| | - Laura M Wingler
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, North Carolina, USA
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6
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Gurevich VV. Arrestins: A Small Family of Multi-Functional Proteins. Int J Mol Sci 2024; 25:6284. [PMID: 38892473 PMCID: PMC11173308 DOI: 10.3390/ijms25116284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 05/24/2024] [Accepted: 05/31/2024] [Indexed: 06/21/2024] Open
Abstract
The first member of the arrestin family, visual arrestin-1, was discovered in the late 1970s. Later, the other three mammalian subtypes were identified and cloned. The first described function was regulation of G protein-coupled receptor (GPCR) signaling: arrestins bind active phosphorylated GPCRs, blocking their coupling to G proteins. It was later discovered that receptor-bound and free arrestins interact with numerous proteins, regulating GPCR trafficking and various signaling pathways, including those that determine cell fate. Arrestins have no enzymatic activity; they function by organizing multi-protein complexes and localizing their interaction partners to particular cellular compartments. Today we understand the molecular mechanism of arrestin interactions with GPCRs better than the mechanisms underlying other functions. However, even limited knowledge enabled the construction of signaling-biased arrestin mutants and extraction of biologically active monofunctional peptides from these multifunctional proteins. Manipulation of cellular signaling with arrestin-based tools has research and likely therapeutic potential: re-engineered proteins and their parts can produce effects that conventional small-molecule drugs cannot.
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7
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Jiao H, Pang B, Liu A, Chen Q, Pan Q, Wang X, Xu Y, Chiang YC, Ren R, Hu H. Structural insights into the activation and inhibition of CXC chemokine receptor 3. Nat Struct Mol Biol 2024; 31:610-620. [PMID: 38177682 PMCID: PMC11026165 DOI: 10.1038/s41594-023-01175-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 11/03/2023] [Indexed: 01/06/2024]
Abstract
The chemotaxis of CD4+ type 1 helper cells and CD8+ cytotoxic lymphocytes, guided by interferon-inducible CXC chemokine 9-11 (CXCL9-11) and CXC chemokine receptor 3 (CXCR3), plays a critical role in type 1 immunity. Here we determined the structures of human CXCR3-DNGi complexes activated by chemokine CXCL11, peptidomimetic agonist PS372424 and biaryl-type agonist VUF11222, and the structure of inactive CXCR3 bound to noncompetitive antagonist SCH546738. Structural analysis revealed that PS372424 shares a similar orthosteric binding pocket to the N terminus of CXCL11, while VUF11222 buries deeper and activates the receptor in a distinct manner. We showed an allosteric binding site between TM5 and TM6, accommodating SCH546738 in the inactive CXCR3. SCH546738 may restrain the receptor at an inactive state by preventing the repacking of TM5 and TM6. By revealing the binding patterns and the pharmacological properties of the four modulators, we present the activation mechanisms of CXCR3 and provide insights for future drug development.
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Affiliation(s)
- Haizhan Jiao
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China
| | - Bin Pang
- Shanghai Key Laboratory of Metabolic Remodeling and Health, Institute of Metabolism and Integrative Biology, Fudan University, Shanghai, China
| | - Aijun Liu
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China
| | - Qiang Chen
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China
| | - Qi Pan
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China
- School of Life and Health Sciences, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China
| | - Xiankun Wang
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China
| | - Yunong Xu
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China
| | - Ying-Chih Chiang
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China.
| | - Ruobing Ren
- Shanghai Key Laboratory of Metabolic Remodeling and Health, Institute of Metabolism and Integrative Biology, Fudan University, Shanghai, China.
| | - Hongli Hu
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China.
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8
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Braga Emidio N, Small BM, Keller AR, Cheloha RW, Wingler LM. Nanobody-Mediated Dualsteric Engagement of the Angiotensin Receptor Broadens Biased Ligand Pharmacology. Mol Pharmacol 2024; 105:260-271. [PMID: 38164609 PMCID: PMC10877709 DOI: 10.1124/molpharm.123.000797] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/15/2023] [Accepted: 12/04/2023] [Indexed: 01/03/2024] Open
Abstract
Dualsteric G protein-coupled receptor (GPCR) ligands are a class of bitopic ligands that consist of an orthosteric pharmacophore, which binds to the pocket occupied by the receptor's endogenous agonist, and an allosteric pharmacophore, which binds to a distinct site. These ligands have the potential to display characteristics of both orthosteric and allosteric ligands. To explore the signaling profiles that dualsteric ligands of the angiotensin II type 1 receptor (AT1R) can access, we ligated a 6e epitope tag-specific nanobody (single-domain antibody fragment) to angiotensin II (AngII) and analogs that show preferential allosteric coupling to Gq (TRV055, TRV056) or β-arrestin (TRV027). While the nanobody itself acts as a probe-specific neutral or negative allosteric ligand of N-terminally 6e-tagged AT1R, nanobody conjugation to orthosteric ligands had varying effects on Gq dissociation and β-arrestin plasma membrane recruitment. The potency of certain AngII analogs was enhanced up to 100-fold, and some conjugates behaved as partial agonists, with up to a 5-fold decrease in maximal efficacy. Nanobody conjugation also biased the signaling of TRV055 and TRV056 toward Gq, suggesting that Gq bias at AT1R can be modulated through molecular mechanisms distinct from those previously elucidated. Both competition radioligand binding experiments and functional assays demonstrated that orthosteric antagonists (angiotensin receptor blockers) act as non-competitive inhibitors of all these nanobody-peptide conjugates. This proof-of-principle study illustrates the array of pharmacological patterns that can be achieved by incorporating neutral or negative allosteric pharmacophores into dualsteric ligands. Nanobodies directed toward linear epitopes could provide a rich source of allosteric reagents for this purpose. SIGNIFICANCE STATEMENT: Here we engineer bitopic (dualsteric) ligands for epitope-tagged angiotensin II type 1 receptor by conjugating angiotensin II or its biased analogs to an epitope-specific nanobody (antibody fragment). Our data demonstrate that nanobody-mediated interactions with the receptor N-terminus endow angiotensin analogs with properties of allosteric modulators and provide a novel mechanism to increase the potency, modulate the maximal effect, or alter the bias of ligands.
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Affiliation(s)
- Nayara Braga Emidio
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (N.B.E., R.W.C.) and Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina (B.M.S., A.R.K., L.M.W.)
| | - Brandi M Small
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (N.B.E., R.W.C.) and Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina (B.M.S., A.R.K., L.M.W.)
| | - Amanda R Keller
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (N.B.E., R.W.C.) and Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina (B.M.S., A.R.K., L.M.W.)
| | - Ross W Cheloha
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (N.B.E., R.W.C.) and Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina (B.M.S., A.R.K., L.M.W.)
| | - Laura M Wingler
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes, Digestive, and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (N.B.E., R.W.C.) and Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina (B.M.S., A.R.K., L.M.W.)
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9
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Binda M, Moccaldi B, Civieri G, Cuberli A, Doria A, Tona F, Zanatta E. Autoantibodies Targeting G-Protein-Coupled Receptors: Pathogenetic, Clinical and Therapeutic Implications in Systemic Sclerosis. Int J Mol Sci 2024; 25:2299. [PMID: 38396976 PMCID: PMC10889602 DOI: 10.3390/ijms25042299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 02/11/2024] [Accepted: 02/13/2024] [Indexed: 02/25/2024] Open
Abstract
Systemic sclerosis (SSc) is a multifaceted connective tissue disease whose aetiology remains largely unknown. Autoimmunity is thought to play a pivotal role in the development of the disease, but the direct pathogenic role of SSc-specific autoantibodies remains to be established. The recent discovery of functional antibodies targeting G-protein-coupled receptors (GPCRs), whose presence has been demonstrated in different autoimmune conditions, has shed some light on SSc pathogenesis. These antibodies bind to GPCRs expressed on immune and non-immune cells as their endogenous ligands, exerting either a stimulatory or inhibitory effect on corresponding intracellular pathways. Growing evidence suggests that, in SSc, the presence of anti-GPCRs antibodies correlates with specific clinical manifestations. Autoantibodies targeting endothelin receptor type A (ETAR) and angiotensin type 1 receptor (AT1R) are associated with severe vasculopathic SSc-related manifestations, while anti-C-X-C motif chemokine receptors (CXCR) antibodies seem to be predictive of interstitial lung involvement; anti-muscarinic-3 acetylcholine receptor (M3R) antibodies have been found in patients with severe gastrointestinal involvement and anti-protease-activated receptor 1 (PAR1) antibodies have been detected in patients experiencing scleroderma renal crisis. This review aims to clarify the potential pathogenetic significance of GPCR-targeting autoantibodies in SSc, focusing on their associations with the different clinical manifestations of scleroderma. An extensive examination of functional autoimmunity targeting GPCRs might provide valuable insights into the underlying pathogenetic mechanisms of SSc, thus enabling the development of novel therapeutic strategies tailored to target GPCR-mediated pathways.
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Affiliation(s)
- Marco Binda
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.B.)
| | - Beatrice Moccaldi
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.B.)
| | - Giovanni Civieri
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Anna Cuberli
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.B.)
| | - Andrea Doria
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.B.)
| | - Francesco Tona
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35128 Padova, Italy
| | - Elisabetta Zanatta
- Rheumatology Unit, Department of Medicine-DIMED, Padova University Hospital, 35128 Padova, Italy; (M.B.)
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10
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Gardner J, Eiger DS, Hicks C, Choi I, Pham U, Chundi A, Namjoshi O, Rajagopal S. GPCR kinases differentially modulate biased signaling downstream of CXCR3 depending on their subcellular localization. Sci Signal 2024; 17:eadd9139. [PMID: 38349966 PMCID: PMC10927030 DOI: 10.1126/scisignal.add9139] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 01/22/2024] [Indexed: 02/15/2024]
Abstract
Some G protein-coupled receptors (GPCRs) demonstrate biased signaling such that ligands of the same receptor exclusively or preferentially activate certain downstream signaling pathways over others. This phenomenon may result from ligand-specific receptor phosphorylation by GPCR kinases (GRKs). GPCR signaling can also exhibit location bias because GPCRs traffic to and signal from subcellular compartments in addition to the plasma membrane. Here, we investigated whether GRKs contributed to location bias in GPCR signaling. GRKs translocated to endosomes after stimulation of the chemokine receptor CXCR3 or other GPCRs in cultured cells. GRK2, GRK3, GRK5, and GRK6 showed distinct patterns of recruitment to the plasma membrane and to endosomes depending on the identity of the biased ligand used to activate CXCR3. Analysis of engineered forms of GRKs that localized to either the plasma membrane or endosomes demonstrated that biased CXCR3 ligands elicited different signaling profiles that depended on the subcellular location of the GRK. Each GRK exerted a distinct effect on the regulation of CXCR3 engagement of β-arrestin, internalization, and activation of the downstream effector kinase ERK. Our work highlights a role for GRKs in location-biased GPCR signaling and demonstrates the complex interactions between ligands, GRKs, and cellular location that contribute to biased signaling.
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Affiliation(s)
- Julia Gardner
- Trinity College, Duke University, Durham, NC, 27710, USA
| | | | - Chloe Hicks
- Trinity College, Duke University, Durham, NC, 27710, USA
| | - Issac Choi
- Department of Medicine, Duke University, Durham, NC, 27710, USA
| | - Uyen Pham
- Department of Biochemistry, Duke University, Durham, NC, 27710, USA
| | - Anand Chundi
- Pratt School of Engineering, Duke University, Durham, NC, 27710, USA
| | - Ojas Namjoshi
- Center for Drug Discovery RTI International, Research Triangle Park, NC, 27709, USA
- Present address: Engine Biosciences, 733 Industrial Rd., San Carlos, CA, 94070, USA
| | - Sudarshan Rajagopal
- Department of Biochemistry, Duke University, Durham, NC, 27710, USA
- Department of Medicine, Duke University, Durham, NC, 27710, USA
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11
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Burghi V, Paradis JS, Officer A, Adame-Garcia SR, Wu X, Matthees ESF, Barsi-Rhyne B, Ramms DJ, Clubb L, Acosta M, Tamayo P, Bouvier M, Inoue A, von Zastrow M, Hoffmann C, Gutkind JS. Gαs is dispensable for β-arrestin coupling but dictates GRK selectivity and is predominant for gene expression regulation by β2-adrenergic receptor. J Biol Chem 2023; 299:105293. [PMID: 37774973 PMCID: PMC10641165 DOI: 10.1016/j.jbc.2023.105293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 09/03/2023] [Accepted: 09/14/2023] [Indexed: 10/01/2023] Open
Abstract
β-arrestins play a key role in G protein-coupled receptor (GPCR) internalization, trafficking, and signaling. Whether β-arrestins act independently of G protein-mediated signaling has not been fully elucidated. Studies using genome-editing approaches revealed that whereas G proteins are essential for mitogen-activated protein kinase activation by GPCRs., β-arrestins play a more prominent role in signal compartmentalization. However, in the absence of G proteins, GPCRs may not activate β-arrestins, thereby limiting the ability to distinguish G protein from β-arrestin-mediated signaling events. We used β2-adrenergic receptor (β2AR) and its β2AR-C tail mutant expressed in human embryonic kidney 293 cells wildtype or CRISPR-Cas9 gene edited for Gαs, β-arrestin1/2, or GPCR kinases 2/3/5/6 in combination with arrestin conformational sensors to elucidate the interplay between Gαs and β-arrestins in controlling gene expression. We found that Gαs is not required for β2AR and β-arrestin conformational changes, β-arrestin recruitment, and receptor internalization, but that Gαs dictates the GPCR kinase isoforms involved in β-arrestin recruitment. By RNA-Seq analysis, we found that protein kinase A and mitogen-activated protein kinase gene signatures were activated by stimulation of β2AR in wildtype and β-arrestin1/2-KO cells but absent in Gαs-KO cells. These results were validated by re-expressing Gαs in the corresponding KO cells and silencing β-arrestins in wildtype cells. These findings were extended to cellular systems expressing endogenous levels of β2AR. Overall, our results support that Gs is essential for β2AR-promoted protein kinase A and mitogen-activated protein kinase gene expression signatures, whereas β-arrestins initiate signaling events modulating Gαs-driven nuclear transcriptional activity.
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Affiliation(s)
- Valeria Burghi
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA
| | - Justine S Paradis
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA
| | - Adam Officer
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA
| | - Sendi Rafael Adame-Garcia
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA
| | - Xingyu Wu
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA
| | - Edda S F Matthees
- Institut für Molekulare Zellbiologie, CMB - Center for Molecular Biomedicine, Universitätsklinikum Jena, Friedrich-Schiller-Universität Jena, Jena, Germany
| | - Benjamin Barsi-Rhyne
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California, USA
| | - Dana J Ramms
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA
| | - Lauren Clubb
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA
| | - Monica Acosta
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA
| | - Pablo Tamayo
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Michel Bouvier
- Department of Biochemistry and Molecular Medicine, Institute for Research in Immunology and Cancer, Université de Montréal, Québec, Canada
| | - Asuka Inoue
- Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai, Miyagi, Japan
| | - Mark von Zastrow
- Department of Psychiatry and Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California, USA
| | - Carsten Hoffmann
- Institut für Molekulare Zellbiologie, CMB - Center for Molecular Biomedicine, Universitätsklinikum Jena, Friedrich-Schiller-Universität Jena, Jena, Germany
| | - J Silvio Gutkind
- Moores Cancer Center, University of California San Diego, La Jolla, California, USA; Department of Pharmacology, University of California San Diego, La Jolla, California, USA.
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12
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Dragan P, Joshi K, Atzei A, Latek D. Keras/TensorFlow in Drug Design for Immunity Disorders. Int J Mol Sci 2023; 24:15009. [PMID: 37834457 PMCID: PMC10573944 DOI: 10.3390/ijms241915009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 09/21/2023] [Accepted: 09/29/2023] [Indexed: 10/15/2023] Open
Abstract
Homeostasis of the host immune system is regulated by white blood cells with a variety of cell surface receptors for cytokines. Chemotactic cytokines (chemokines) activate their receptors to evoke the chemotaxis of immune cells in homeostatic migrations or inflammatory conditions towards inflamed tissue or pathogens. Dysregulation of the immune system leading to disorders such as allergies, autoimmune diseases, or cancer requires efficient, fast-acting drugs to minimize the long-term effects of chronic inflammation. Here, we performed structure-based virtual screening (SBVS) assisted by the Keras/TensorFlow neural network (NN) to find novel compound scaffolds acting on three chemokine receptors: CCR2, CCR3, and one CXC receptor, CXCR3. Keras/TensorFlow NN was used here not as a typically used binary classifier but as an efficient multi-class classifier that can discard not only inactive compounds but also low- or medium-activity compounds. Several compounds proposed by SBVS and NN were tested in 100 ns all-atom molecular dynamics simulations to confirm their binding affinity. To improve the basic binding affinity of the compounds, new chemical modifications were proposed. The modified compounds were compared with known antagonists of these three chemokine receptors. Known CXCR3 compounds were among the top predicted compounds; thus, the benefits of using Keras/TensorFlow in drug discovery have been shown in addition to structure-based approaches. Furthermore, we showed that Keras/TensorFlow NN can accurately predict the receptor subtype selectivity of compounds, for which SBVS often fails. We cross-tested chemokine receptor datasets retrieved from ChEMBL and curated datasets for cannabinoid receptors. The NN model trained on the cannabinoid receptor datasets retrieved from ChEMBL was the most accurate in the receptor subtype selectivity prediction. Among NN models trained on the chemokine receptor datasets, the CXCR3 model showed the highest accuracy in differentiating the receptor subtype for a given compound dataset.
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Affiliation(s)
- Paulina Dragan
- Faculty of Chemistry, University of Warsaw, Pasteura 1, 02-903 Warsaw, Poland; (P.D.); (A.A.)
| | - Kavita Joshi
- Faculty of Chemistry, University of Warsaw, Pasteura 1, 02-903 Warsaw, Poland; (P.D.); (A.A.)
| | - Alessandro Atzei
- Faculty of Chemistry, University of Warsaw, Pasteura 1, 02-903 Warsaw, Poland; (P.D.); (A.A.)
- Department of Life and Environmental Science, Food Toxicology Unit, University of Cagliari, University Campus of Monserrato, SS 554, 09042 Cagliari, Italy
| | - Dorota Latek
- Faculty of Chemistry, University of Warsaw, Pasteura 1, 02-903 Warsaw, Poland; (P.D.); (A.A.)
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13
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Eiger DS, Smith JS, Shi T, Stepniewski TM, Tsai CF, Honeycutt C, Boldizsar N, Gardner J, Nicora CD, Moghieb AM, Kawakami K, Choi I, Hicks C, Zheng K, Warman A, Alagesan P, Knape NM, Huang O, Silverman JD, Smith RD, Inoue A, Selent J, Jacobs JM, Rajagopal S. Phosphorylation barcodes direct biased chemokine signaling at CXCR3. Cell Chem Biol 2023; 30:362-382.e8. [PMID: 37030291 PMCID: PMC10147449 DOI: 10.1016/j.chembiol.2023.03.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 02/10/2023] [Accepted: 03/13/2023] [Indexed: 04/10/2023]
Abstract
G protein-coupled receptor (GPCR)-biased agonism, selective activation of certain signaling pathways relative to others, is thought to be directed by differential GPCR phosphorylation "barcodes." At chemokine receptors, endogenous chemokines can act as "biased agonists", which may contribute to the limited success when pharmacologically targeting these receptors. Here, mass spectrometry-based global phosphoproteomics revealed that CXCR3 chemokines generate different phosphorylation barcodes associated with differential transducer activation. Chemokine stimulation resulted in distinct changes throughout the kinome in global phosphoproteomics studies. Mutation of CXCR3 phosphosites altered β-arrestin 2 conformation in cellular assays and was consistent with conformational changes observed in molecular dynamics simulations. T cells expressing phosphorylation-deficient CXCR3 mutants resulted in agonist- and receptor-specific chemotactic profiles. Our results demonstrate that CXCR3 chemokines are non-redundant and act as biased agonists through differential encoding of phosphorylation barcodes, leading to distinct physiological processes.
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Affiliation(s)
- Dylan S Eiger
- Department of Biochemistry, Duke University, Durham, NC 27710, USA
| | - Jeffrey S Smith
- Department of Dermatology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Dermatology, Brigham and Women's Hospital, Boston, MA 02115, USA; Department of Dermatology, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA; Dermatology Program, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA
| | - Tujin Shi
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | - Tomasz Maciej Stepniewski
- Research Program on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), Department of Experimental and Health Sciences of Pompeu Fabra University (UPF), 08003 Barcelona, Spain
| | - Chia-Feng Tsai
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | | | | | - Julia Gardner
- Trinity College, Duke University, Durham, NC 27710, USA
| | - Carrie D Nicora
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | | | - Kouki Kawakami
- Department of Pharmaceutical Sciences, Tohoku University, Sendai 980-8577, Japan
| | - Issac Choi
- Department of Medicine, Duke University, Durham, NC 27710, USA
| | - Chloe Hicks
- Trinity College, Duke University, Durham, NC 27710, USA
| | - Kevin Zheng
- Harvard Medical School, Boston, MA 02115, USA
| | - Anmol Warman
- Trinity College, Duke University, Durham, NC 27710, USA
| | - Priya Alagesan
- Department of Biochemistry, Duke University, Durham, NC 27710, USA
| | - Nicole M Knape
- Department of Biochemistry, Duke University, Durham, NC 27710, USA
| | - Ouwen Huang
- Department of Biomedical Engineering, Duke University, Durham, NC 27710, USA
| | - Justin D Silverman
- College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA 16802, USA
| | - Richard D Smith
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | - Asuka Inoue
- Department of Pharmaceutical Sciences, Tohoku University, Sendai 980-8577, Japan
| | - Jana Selent
- Research Program on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), Department of Experimental and Health Sciences of Pompeu Fabra University (UPF), 08003 Barcelona, Spain
| | - Jon M Jacobs
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | - Sudarshan Rajagopal
- Department of Biochemistry, Duke University, Durham, NC 27710, USA; Department of Pharmaceutical Sciences, Tohoku University, Sendai 980-8577, Japan.
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14
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Eiger DS, Smith JS, Shi T, Stepniewski TM, Tsai CF, Honeycutt C, Boldizsar N, Gardner J, Nicora CD, Moghieb AM, Kawakami K, Choi I, Zheng K, Warman A, Alagesan P, Knape NM, Huang O, Silverman JD, Smith RD, Inoue A, Selent J, Jacobs JM, Rajagopal S. Phosphorylation barcodes direct biased chemokine signaling at CXCR3. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.14.532634. [PMID: 36993369 PMCID: PMC10055163 DOI: 10.1101/2023.03.14.532634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
G protein-coupled receptor (GPCR) biased agonism, the activation of some signaling pathways over others, is thought to largely be due to differential receptor phosphorylation, or "phosphorylation barcodes." At chemokine receptors, ligands act as "biased agonists" with complex signaling profiles, which contributes to the limited success in pharmacologically targeting these receptors. Here, mass spectrometry-based global phosphoproteomics revealed that CXCR3 chemokines generate different phosphorylation barcodes associated with differential transducer activation. Chemokine stimulation resulted in distinct changes throughout the kinome in global phosphoproteomic studies. Mutation of CXCR3 phosphosites altered β-arrestin conformation in cellular assays and was confirmed by molecular dynamics simulations. T cells expressing phosphorylation-deficient CXCR3 mutants resulted in agonist- and receptor-specific chemotactic profiles. Our results demonstrate that CXCR3 chemokines are non-redundant and act as biased agonists through differential encoding of phosphorylation barcodes and lead to distinct physiological processes.
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Affiliation(s)
- Dylan S. Eiger
- Department of Biochemistry, Duke University, Durham, NC, 27710, USA
| | - Jeffrey S. Smith
- Department of Dermatology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Dermatology, Brigham and Women’s Hospital, Boston, MA, 02115, USA
- Department of Dermatology, Beth Israel Deaconess Medical Center, Boston, MA, 02215, USA
- Dermatology Program, Boston Children’s Hospital, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, 02115, USA
| | - Tujin Shi
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Tomasz Maciej Stepniewski
- Research Programme on Biomedical Informatics (GRIB), Department of Experimental and Health Sciences of Pompeu Fabra University (UPF)-Hospital del Mar Medical Research Institute (IMIM), Barcelona, 08003, Spain
| | - Chia-Feng Tsai
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | | | | | - Julia Gardner
- Trinity College, Duke University, Durham, NC, 27710, USA
| | - Carrie D. Nicora
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | | | - Kouki Kawakami
- Department of Pharmaceutical Sciences, Tohoku University, Sendai, 980-8577, Japan
| | - Issac Choi
- Department of Medicine, Duke University, Durham, NC 27710 USA
| | - Kevin Zheng
- Trinity College, Duke University, Durham, NC, 27710, USA
| | - Anmol Warman
- Trinity College, Duke University, Durham, NC, 27710, USA
| | - Priya Alagesan
- Department of Biochemistry, Duke University, Durham, NC, 27710, USA
| | - Nicole M. Knape
- Department of Biochemistry, Duke University, Durham, NC, 27710, USA
| | - Ouwen Huang
- Department of Biomedical Engineering, Duke University, Durham, NC, 27710, USA
| | - Justin D. Silverman
- College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Richard D. Smith
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Asuka Inoue
- Department of Pharmaceutical Sciences, Tohoku University, Sendai, 980-8577, Japan
| | - Jana Selent
- Research Programme on Biomedical Informatics (GRIB), Department of Experimental and Health Sciences of Pompeu Fabra University (UPF)-Hospital del Mar Medical Research Institute (IMIM), Barcelona, 08003, Spain
| | - Jon M. Jacobs
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, 99354, USA
| | - Sudarshan Rajagopal
- Department of Biochemistry, Duke University, Durham, NC, 27710, USA
- Department of Pharmaceutical Sciences, Tohoku University, Sendai, 980-8577, Japan
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