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Kurt H, Akyol A, Son CD, Zheng C, Gado I, Meli M, Ferrandi EE, Bassanini I, Vasile F, Gurevich VV, Nebol A, Cagavi E, Morra G, Sensoy O. A small molecule enhances arrestin-3 binding to the β 2-adrenergic receptor. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.12.628161. [PMID: 39713392 PMCID: PMC11661165 DOI: 10.1101/2024.12.12.628161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/24/2024]
Abstract
G protein-coupled receptor (GPCR) signaling is terminated by arrestin binding to a phosphorylated receptor. Binding propensity has been shown to be modulated by stabilizing the pre-activated state of arrestin through point mutations or C-tail truncation. Here, we hypothesize that pre-activated rotated states can be stabilized by small molecules, and this can promote binding to phosphorylation-deficient receptors, which underly a variety of human disorders. We performed virtual screening on druggable pockets identified on pre-activated conformations in Molecular Dynamics trajectories of arrestin-3, and found a compound targeting an activation switch, the back loop at the inter-domain interface. According to our model, consistent with available biochemical and structural data, the compound destabilized the ionic lock between the finger and the back loop, and enabled transition of the `gate loop` towards the pre-activated state, which stabilizes pre-activated inter-domain rotation. The predicted binding pocket is consistent with saturation-transfer difference NMR data indicating close contact between the piperazine moiety of the compound and C/finger loops. The compound increases in-cell arrestin-3 binding to phosphorylation-deficient and wild-type β2-adrenergic receptor, but not to muscarinic M2 receptor, as verified by FRET and NanoBiT. This study demonstrates that the back loop can be targeted to modulate interaction of arrestin with phosphorylation-deficient GPCRs in a receptor-specific manner.
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Affiliation(s)
- Han Kurt
- Istanbul Medipol University, Graduate School of Engineering and Natural Sciences, 34810, Istanbul, Turkey
- present address: University of Cagliari, Department of Physics, Cittadella Universitaria, I-09042 Monserrato (CA), Italy
| | - Ali Akyol
- The Middle East Technical University, Department of Biological Sciences, Ankara 06800, Turkey
| | - Cagdas Devrim Son
- The Middle East Technical University, Department of Biological Sciences, Ankara 06800, Turkey
| | - Chen Zheng
- Vanderbilt University, Department of Pharmacology, 37232, Nashville, TN, USA
| | - Irene Gado
- University of Milano, Department of Chemistry, via Golgi 19, 20131 Milano, Italy
| | - Massimiliano Meli
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “G. Natta” SCITEC, via Mario Bianco 9, 20131, Milano, Italy
| | - Erica Elisa Ferrandi
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “G. Natta” SCITEC, via Mario Bianco 9, 20131, Milano, Italy
| | - Ivan Bassanini
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “G. Natta” SCITEC, via Mario Bianco 9, 20131, Milano, Italy
| | - Francesca Vasile
- University of Milano, Department of Chemistry, via Golgi 19, 20131 Milano, Italy
| | | | - Aylin Nebol
- Istanbul Medipol University, Research Institute for Health Sciences and Technologies (SABITA), Regenerative and Restorative Medical Research Center (REMER), 34810, Istanbul, Turkey
- Istanbul Medipol University, Institute for Health Sciences, Medical Biology and Genetics Program, 34810, Istanbul, Turkey
- Istanbul Medipol University, School of Medicine, Department of Medical Biology, 34810, Istanbul, Turkey
| | - Esra Cagavi
- Istanbul Medipol University, Research Institute for Health Sciences and Technologies (SABITA), Regenerative and Restorative Medical Research Center (REMER), 34810, Istanbul, Turkey
- Istanbul Medipol University, Institute for Health Sciences, Medical Biology and Genetics Program, 34810, Istanbul, Turkey
- Istanbul Medipol University, School of Medicine, Department of Medical Biology, 34810, Istanbul, Turkey
| | - Giulia Morra
- Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie Chimiche “G. Natta” SCITEC, via Mario Bianco 9, 20131, Milano, Italy
| | - Ozge Sensoy
- Istanbul Medipol University, School of Engineering and Natural Sciences, Department of Biomedical Engineering, 34810, Istanbul, Turkey
- Istanbul Medipol University, Research Institute for Health Sciences and Technologies (SABITA), Regenerative and Restorative Medical Research Center (REMER), 34810, Istanbul, Turkey
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Rodrigues MJ, Tejero O, Mühle J, Pamula F, Das I, Tsai CJ, Terakita A, Sheves M, Schertler GFX. Activating an invertebrate bistable opsin with the all-trans 6.11 retinal analog. Proc Natl Acad Sci U S A 2024; 121:e2406814121. [PMID: 39042699 PMCID: PMC11295067 DOI: 10.1073/pnas.2406814121] [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: 04/20/2024] [Accepted: 06/18/2024] [Indexed: 07/25/2024] Open
Abstract
Animal vision depends on opsins, a category of G protein-coupled receptor (GPCR) that achieves light sensitivity by covalent attachment to retinal. Typically binding as an inverse agonist, 11-cis retinal photoisomerizes to the all-trans isomer and activates the receptor, initiating downstream signaling cascades. Retinal bound to bistable opsins isomerizes back to the 11-cis state after absorption of a second photon, inactivating the receptor. Bistable opsins are essential for invertebrate vision and nonvisual light perception across the animal kingdom. While crystal structures are available for bistable opsins in the inactive state, it has proven difficult to form homogeneous populations of activated bistable opsins either via illumination or reconstitution with all-trans retinal. Here, we show that a nonnatural retinal analog, all-trans retinal 6.11 (ATR6.11), can be reconstituted with the invertebrate bistable opsin, Jumping Spider Rhodopsin-1 (JSR1). Biochemical activity assays demonstrate that ATR6.11 functions as a JSR1 agonist. ATR6.11 binding also enables complex formation between JSR1 and signaling partners. Our findings demonstrate the utility of retinal analogs for biophysical characterization of bistable opsins, which will deepen our understanding of light perception in animals.
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Affiliation(s)
- Matthew J. Rodrigues
- Laboratory of Biomolecular Research, Department of Biology and Chemistry, Paul Scherrer Institute, Villigen5232, Switzerland
| | - Oliver Tejero
- Laboratory of Biomolecular Research, Department of Biology and Chemistry, Paul Scherrer Institute, Villigen5232, Switzerland
- Department of Biology, ETH-Zurich, Zurich, Switzerland
| | - Jonas Mühle
- Laboratory of Biomolecular Research, Department of Biology and Chemistry, Paul Scherrer Institute, Villigen5232, Switzerland
| | - Filip Pamula
- Laboratory of Biomolecular Research, Department of Biology and Chemistry, Paul Scherrer Institute, Villigen5232, Switzerland
| | - Ishita Das
- Department of Molecular Chemistry and Materials Science, Weizmann Institute of Science, 76100Rehovot, Israel
| | - Ching-Ju Tsai
- Laboratory of Biomolecular Research, Department of Biology and Chemistry, Paul Scherrer Institute, Villigen5232, Switzerland
| | - Akihisa Terakita
- Department of Biology, Graduate School of Science, Osaka Metropolitan University, Osaka558-8585, Japan
- The Osaka Metropolitan University Advanced Research Institute for Natural Science and Technology, Osaka Metropolitan University, Osaka558-8585, Japan
| | - Mordechai Sheves
- Department of Molecular Chemistry and Materials Science, Weizmann Institute of Science, 76100Rehovot, Israel
| | - Gebhard F. X. Schertler
- Laboratory of Biomolecular Research, Department of Biology and Chemistry, Paul Scherrer Institute, Villigen5232, Switzerland
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Ridha F, Gromiha MM. MPA-Pred: A machine learning approach for predicting the binding affinity of membrane protein-protein complexes. Proteins 2024; 92:499-508. [PMID: 37949651 DOI: 10.1002/prot.26633] [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: 05/05/2023] [Revised: 10/05/2023] [Accepted: 10/25/2023] [Indexed: 11/12/2023]
Abstract
Membrane protein-protein interactions are essential for several functions including cell signaling, ion transport, and enzymatic activity. These interactions are mainly dictated by their binding affinities. Although several methods are available for predicting the binding affinity of protein-protein complexes, there exists no specific method for membrane protein-protein complexes. In this work, we collected the experimental binding affinity data for a set of 114 membrane protein-protein complexes and derived several structure and sequence-based features. Our analysis on the relationship between binding affinity and the features revealed that the important factors mainly depend on the type of membrane protein and the functional class of the protein. Specifically, aromatic and charged residues at the interface, and aromatic-aromatic and electrostatic interactions are found to be important to understand the binding affinity. Further, we developed a method, MPA-Pred, for predicting the binding affinity of membrane protein-protein complexes using a machine learning approach. It showed an average correlation and mean absolute error of 0.83 and 0.91 kcal/mol, respectively, using the jack-knife test on a set of 114 complexes. We have also developed a web server and it is available at https://web.iitm.ac.in/bioinfo2/MPA-Pred/. This method can be used for predicting the affinity of membrane protein-protein complexes at a large scale and aid to improve drug design strategies.
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Affiliation(s)
- Fathima Ridha
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
| | - M Michael Gromiha
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
- Department of Computer Science, National University of Singapore, Singapore, Singapore
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Santos-López J, Gómez S, Fernández FJ, Vega MC. Protein-Protein Binding Kinetics by Biolayer Interferometry. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 3234:73-88. [PMID: 38507201 DOI: 10.1007/978-3-031-52193-5_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/22/2024]
Abstract
The specific kinetics and thermodynamics of protein-protein interactions underlie the molecular mechanisms of cellular functions; hence the characterization of these interaction parameters is central to the quantitative understanding of physiological and pathological processes. Many methods have been developed to study protein-protein interactions, which differ in various features including the interaction detection principle, the sensitivity, whether the method operates in vivo, in vitro, or in silico, the temperature control, the use of labels, immobilization, the amount of sample required, the number of measurements that can be accomplished simultaneously, or the cost. Bio-Layer Interferometry (BLI) is a label-free biophysical method to measure the kinetics of protein-protein interactions. Label-free interaction assays are a broad family of methods that do not require protein modifications (other than immobilization) or labels such as fusions with fluorescent proteins or transactivating domains or chemical modifications like biotinylation or reaction with radionuclides. Besides BLI, other label-free techniques that are widely used for determining protein-protein interactions include surface plasmon resonance (SPR), thermophoresis, and isothermal titration calorimetry (ITC), among others.
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Affiliation(s)
- Jorge Santos-López
- Centro de Investigaciones Biológicas Margarita Salas (CIB-CSIC), Madrid, Spain
| | - Sara Gómez
- Centro de Investigaciones Biológicas Margarita Salas (CIB-CSIC), Madrid, Spain
- Universidad Europea de Madrid, Madrid, Spain
| | | | - M Cristina Vega
- Centro de Investigaciones Biológicas Margarita Salas (CIB-CSIC), Madrid, Spain.
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Tong H, Shao G, Wang L, Li J, Wang T, Zhang L, Lv Y, Ye F, Fu C, Jin Y. Association of a single amino acid replacement with dorsal pigmentation in a lizard from the Qinghai-Tibetan Plateau. Int J Biol Macromol 2023; 242:124907. [PMID: 37230451 DOI: 10.1016/j.ijbiomac.2023.124907] [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: 02/15/2023] [Revised: 05/08/2023] [Accepted: 05/13/2023] [Indexed: 05/27/2023]
Abstract
Reptiles can evolve adaptive colors in different environments, but relatively little is known about the genetic mechanisms. Here, we identified the MC1R gene and its association with intraspecific color variation in the lizard Phrynocephalus erythrurus. Analysis of the MC1R sequence in 143 individuals from dark South Qiangtang Plateau (SQP) and light North Qiangtang plateau (NQP) populations, revealed two amino acid sites that showed significant differences in frequency between two areas. One SNP, corresponding to Glu183Lys residue, was found to be a highly significant outlier and differentially fixed for SQP and NQP populations. This residue is located in an extracellular area in the second small extracellular loop within the secondary structure of MC1R, which represents an "attachment pocket" part of the 3D structure. Cytological expression of MC1R alleles with the Glu183Lys replacement showed a 39 % increase in intracellular agonist-induced cyclic AMP levels and a 23.18 % greater cell surface expression of MC1R protein in the SQP relative to the NQP allele. Further in silico 3D modeling and in vitro binding experiments indicated a higher MC1R-α-MSH binding for the SQP allele, and elevated melanin synthesis. We provide an overview of how a single amino acid replacement leads to fundamental changes in MC1R function, and hence shapes variation in dorsal pigmentation in lizards from different environments.
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Affiliation(s)
- Haojie Tong
- College of Life Sciences, China Jiliang University, Hangzhou 310018, PR China
| | - Gang Shao
- College of Life Sciences, China Jiliang University, Hangzhou 310018, PR China
| | - Leijie Wang
- College of Life Sciences, China Jiliang University, Hangzhou 310018, PR China
| | - Jiasheng Li
- College of Life Sciences, China Jiliang University, Hangzhou 310018, PR China
| | - Tao Wang
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Lun Zhang
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Yudie Lv
- College of Life Sciences, China Jiliang University, Hangzhou 310018, PR China
| | - Fei Ye
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Caiyun Fu
- Zhejiang Provincial Key Laboratory of Silkworm Bioreactor and Biomedicine, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Yuanting Jin
- College of Life Sciences, China Jiliang University, Hangzhou 310018, PR China.
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Li Q, Yin G, Wang J, Li L, Liang Q, Zhao X, Chen Y, Zheng X, Zhao X. An emerging paradigm to develop analytical methods based on immobilized transmembrane proteins and its applications in drug discovery. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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López-Laguna H, Voltà-Durán E, Parladé E, Villaverde A, Vázquez E, Unzueta U. Insights on the emerging biotechnology of histidine-rich peptides. Biotechnol Adv 2021; 54:107817. [PMID: 34418503 DOI: 10.1016/j.biotechadv.2021.107817] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 07/16/2021] [Accepted: 08/16/2021] [Indexed: 02/07/2023]
Abstract
In the late 70's, the discovery of the restriction enzymes made possible the biological production of functional proteins by recombinant DNA technologies, a fact that largely empowered both biotechnological and pharmaceutical industries. Short peptides or small protein domains, with specific molecular affinities, were developed as purification tags in downstream processes to separate the target protein from the culture media or cell debris, upon breaking the producing cells. Among these tags, and by exploiting the interactivity of the imidazole ring of histidine residues, the hexahistidine peptide (H6) became a gold standard. Although initially used almost exclusively in protein production, H6 and related His-rich peptides are progressively proving a broad applicability in novel utilities including enzymatic processes, advanced drug delivery systems and diagnosis, through a so far unsuspected adaptation of their binding capabilities. In this context, the coordination of histidine residues and metals confers intriguing functionalities to His-rich sequences useable in the forward-thinking design of protein-based nano- and micro-materials and devices, through strategies that are comprehensively presented here.
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Affiliation(s)
- Hèctor López-Laguna
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; Departament de Genètica i de Microbiologia, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Spain
| | - Eric Voltà-Durán
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; Departament de Genètica i de Microbiologia, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Spain
| | - Eloi Parladé
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; Departament de Genètica i de Microbiologia, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Spain
| | - Antonio Villaverde
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; Departament de Genètica i de Microbiologia, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Spain.
| | - Esther Vázquez
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; Departament de Genètica i de Microbiologia, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Spain.
| | - Ugutz Unzueta
- Departament de Genètica i de Microbiologia, Universitat Autònoma de Barcelona, Bellaterra, 08193 Barcelona, Spain; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Spain; Biomedical Research Institute Sant Pau (IIB Sant Pau), Sant Antoni Mª Claret 167, 08025 Barcelona, Spain.
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