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1.
Nat Chem Biol ; 2024 May 14.
Article in English | MEDLINE | ID: mdl-38744986

ABSTRACT

G-protein-coupled receptors (GPCRs) are key regulators of human physiology and are the targets of many small-molecule research compounds and therapeutic drugs. While most of these ligands bind to their target GPCR with high affinity, selectivity is often limited at the receptor, tissue and cellular levels. Antibodies have the potential to address these limitations but their properties as GPCR ligands remain poorly characterized. Here, using protein engineering, pharmacological assays and structural studies, we develop maternally selective heavy-chain-only antibody ('nanobody') antagonists against the angiotensin II type I receptor and uncover the unusual molecular basis of their receptor antagonism. We further show that our nanobodies can simultaneously bind to angiotensin II type I receptor with specific small-molecule antagonists and demonstrate that ligand selectivity can be readily tuned. Our work illustrates that antibody fragments can exhibit rich and evolvable pharmacology, attesting to their potential as next-generation GPCR modulators.

2.
Nature ; 584(7819): 125-129, 2020 08.
Article in English | MEDLINE | ID: mdl-32528175

ABSTRACT

The D2 dopamine receptor (DRD2) is a therapeutic target for Parkinson's disease1 and antipsychotic drugs2. DRD2 is activated by the endogenous neurotransmitter dopamine and synthetic agonist drugs such as bromocriptine3, leading to stimulation of Gi and inhibition of adenylyl cyclase. Here we used cryo-electron microscopy to elucidate the structure of an agonist-bound activated DRD2-Gi complex reconstituted into a phospholipid membrane. The extracellular ligand-binding site of DRD2 is remodelled in response to agonist binding, with conformational changes in extracellular loop 2, transmembrane domain 5 (TM5), TM6 and TM7, propagating to opening of the intracellular Gi-binding site. The DRD2-Gi structure represents, to our knowledge, the first experimental model of a G-protein-coupled receptor-G-protein complex embedded in a phospholipid bilayer, which serves as a benchmark to validate the interactions seen in previous detergent-bound structures. The structure also reveals interactions that are unique to the membrane-embedded complex, including helix 8 burial in the inner leaflet, ordered lysine and arginine side chains in the membrane interfacial regions, and lipid anchoring of the G protein in the membrane. Our model of the activated DRD2 will help to inform the design of subtype-selective DRD2 ligands for multiple human central nervous system disorders.


Subject(s)
Cryoelectron Microscopy , GTP-Binding Protein alpha Subunits, Gi-Go/chemistry , GTP-Binding Protein alpha Subunits, Gi-Go/ultrastructure , Membrane Lipids/metabolism , Membranes, Artificial , Receptors, Dopamine D2/chemistry , Receptors, Dopamine D2/ultrastructure , Bromocriptine/chemistry , Bromocriptine/metabolism , Dopamine/chemistry , Dopamine/metabolism , GTP-Binding Protein alpha Subunits, Gi-Go/metabolism , Humans , Membrane Lipids/chemistry , Models, Molecular , Protein Conformation , Receptors, Dopamine D2/agonists , Receptors, Dopamine D2/metabolism , Signal Transduction
3.
Nat Methods ; 17(7): 665-680, 2020 07.
Article in English | MEDLINE | ID: mdl-32483333

ABSTRACT

The Rosetta software for macromolecular modeling, docking and design is extensively used in laboratories worldwide. During two decades of development by a community of laboratories at more than 60 institutions, Rosetta has been continuously refactored and extended. Its advantages are its performance and interoperability between broad modeling capabilities. Here we review tools developed in the last 5 years, including over 80 methods. We discuss improvements to the score function, user interfaces and usability. Rosetta is available at http://www.rosettacommons.org.


Subject(s)
Macromolecular Substances/chemistry , Models, Molecular , Proteins/chemistry , Software , Molecular Docking Simulation , Peptidomimetics/chemistry , Protein Conformation
4.
Anesth Analg ; 137(5): 1075-1083, 2023 11 01.
Article in English | MEDLINE | ID: mdl-37862598

ABSTRACT

BACKGROUND: Recently, tracheal narrowing has been recognized as a significant comorbid condition in patients with Morquio A, also known as mucopolysaccharidosis IVA. We studied a large cohort of patients with Morquio A to describe the extent of their tracheal narrowing and its relationship to airway management during anesthesia care. METHODS: This is an observational study, collecting data retrospectively, of a cohort of patients with Morquio A. Ninety-two patients with Morquio A syndrome were enrolled, among whom 44 patients had their airway evaluated by computed tomography angiography and had undergone an anesthetic within a year of the evaluation. Our hypothesis was that the tracheal narrowing as evaluated by computed tomography angiography increases with age in patients with Morquio A. The primary aim of the study was to examine the degree of tracheal narrowing in patients with Morquio A and describe the difficulties encountered during airway management, thus increasing awareness of both the tracheal narrowing and airway management difficulties in this patient population. In addition, the degree of tracheal narrowing was evaluated for its association with age or spirometry parameters using Spearman's rank correlation. Analysis of variance followed by the Bonferroni test was used to further examine the age-based differences in tracheal narrowing for the 3 age groups: 1 to 10 years, 11 to 20 years, and >21 years. RESULTS: Patient age showed a positive correlation with tracheal narrowing ( rs= 0.415; 95% confidence interval [95% CI], 0.138-0.691; P = .005) with older patients having greater narrowing of the trachea. Among spirometry parameters, FEF25%-75% showed an inverse correlation with tracheal narrowing as follows: FEF25%-75% versus tracheal narrowing: ( rs = -0.467; 95% CI, -0.877 to -0.057; P = .007). During anesthetic care, significant airway management difficulties were encountered, including cancelation of surgical procedures, awake intubation using flexible bronchoscope, and failed video laryngoscopy attempts. CONCLUSIONS: Clinically significant tracheal narrowing was present in patients with Morquio A, and the degree of such narrowing likely contributed to the difficulty with airway management during their anesthetic care. Tracheal narrowing worsens with age, but the progression appears to slow down after 20 years of age. In addition to tracheal narrowing, spirometry values of FEF25%-75% may be helpful in the overall evaluation of the airway in patients with Morquio A.


Subject(s)
Anesthesia , Anesthetics , Mucopolysaccharidosis IV , Humans , Infant , Child, Preschool , Child , Young Adult , Adult , Adolescent , Mucopolysaccharidosis IV/surgery , Retrospective Studies , Anesthesia/methods , Intubation, Intratracheal/adverse effects , Intubation, Intratracheal/methods , Laryngoscopy/methods
5.
Nat Chem Biol ; 16(1): 77-86, 2020 01.
Article in English | MEDLINE | ID: mdl-31792443

ABSTRACT

Membrane receptors sense and transduce extracellular stimuli into intracellular signaling responses but the molecular underpinnings remain poorly understood. We report a computational approach for designing protein allosteric signaling functions. By combining molecular dynamics simulations and design calculations, the method engineers amino-acid 'microswitches' at allosteric sites that modulate receptor stability or long-range coupling, to reprogram specific signaling properties. We designed 36 dopamine D2 receptor variants, whose constitutive and ligand-induced signaling agreed well with our predictions, repurposed the D2 receptor into a serotonin biosensor and predicted the signaling effects of more than 100 known G-protein-coupled receptor (GPCR) mutations. Our results reveal the existence of distinct classes of allosteric microswitches and pathways that define an unforeseen molecular mechanism of regulation and evolution of GPCR signaling. Our approach enables the rational design of allosteric receptors with enhanced stability and function to facilitate structural characterization, and reprogram cellular signaling in synthetic biology and cell engineering applications.


Subject(s)
Protein Engineering , Receptors, Dopamine D2/chemistry , Receptors, Dopamine D2/genetics , Signal Transduction , Allosteric Regulation/drug effects , Allosteric Site , Amino Acid Motifs , Biosensing Techniques , Computer Simulation , DNA Mutational Analysis , HEK293 Cells , Humans , Inhibitory Concentration 50 , Kinetics , Ligands , Molecular Dynamics Simulation , Mutagenesis , Serotonin/chemistry , Software
6.
Mol Psychiatry ; 25(10): 2534-2555, 2020 10.
Article in English | MEDLINE | ID: mdl-30610205

ABSTRACT

Genome sequencing has revealed an increasing number of genetic variations that are associated with neuropsychiatric disorders. Frequently, studies limit their focus to likely gene-disrupting mutations because they are relatively easy to interpret. Missense variants, instead, have often been undervalued. However, some missense variants can be informative for developing a more profound understanding of disease pathogenesis and ultimately targeted therapies. Here we present an example of this by studying a missense variant in a well-known autism spectrum disorder (ASD) causing gene SHANK3. We analyzed Shank3's in vivo phosphorylation profile and identified S685 as one phosphorylation site where one ASD-linked variant has been reported. Detailed analysis of this variant revealed a novel function of Shank3 in recruiting Abelson interactor 1 (ABI1) and the WAVE complex to the post-synaptic density (PSD), which is critical for synapse and dendritic spine development. This function was found to be independent of Shank3's other functions such as binding to GKAP and Homer. Introduction of this human ASD mutation into mice resulted in a small subset of phenotypes seen previously in constitutive Shank3 knockout mice, including increased allogrooming, increased social dominance, and reduced pup USV. Together, these findings demonstrate the modularity of Shank3 function in vivo. This modularity further indicates that there is more than one independent pathogenic pathway downstream of Shank3 and correcting a single downstream pathway is unlikely to be sufficient for clear clinical improvement. In addition, this study illustrates the value of deep biological analysis of select missense mutations in elucidating the pathogenesis of neuropsychiatric phenotypes.


Subject(s)
Autism Spectrum Disorder/genetics , Microfilament Proteins/genetics , Microfilament Proteins/metabolism , Mutation, Missense/genetics , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Animals , Autistic Disorder/genetics , Cytoskeletal Proteins/metabolism , Female , Humans , Male , Mice , Post-Synaptic Density/metabolism , Rats
7.
Int J Mol Sci ; 22(13)2021 Jul 05.
Article in English | MEDLINE | ID: mdl-34281265

ABSTRACT

The demonstration that spray-induced gene silencing (SIGS) can confer strong disease resistance, bypassing the laborious and time-consuming transgenic expression of double-stranded (ds)RNA to induce the gene silencing of pathogenic targets, was ground-breaking. However, future field applications will require fundamental mechanistic knowledge of dsRNA uptake, processing, and transfer. There is increasing evidence that extracellular vesicles (EVs) mediate the transfer of transgene-derived small interfering (si)RNAs in host-induced gene silencing (HIGS) applications. In this study, we establish a protocol for barley EV isolation and assess the possibilities for EVs regarding the translocation of sprayed dsRNA from barley (Hordeum vulgare) to its interacting fungal pathogens. We found barley EVs that were 156 nm in size, containing predominantly 21 and 19 nucleotide (nts) siRNAs, starting with a 5'-terminal Adenine. Although a direct comparison of the RNA cargo between HIGS and SIGS EV isolates is improper given their underlying mechanistic differences, we identified sequence-identical siRNAs in both systems. Overall, the number of siRNAs isolated from the EVs of dsRNA-sprayed barley plants with sequence complementarity to the sprayed dsRNA precursor was low. However, whether these few siRNAs are sufficient to induce the SIGS of pathogenic target genes requires further research. Taken together, our results raise the possibility that EVs may not be mandatory for the spray-delivered siRNA uptake and induction of SIGS.


Subject(s)
Crop Protection/methods , Hordeum/genetics , Hordeum/microbiology , RNA, Small Interfering/administration & dosage , Cytochrome P450 Family 3/genetics , Disease Resistance/genetics , Extracellular Vesicles/genetics , Extracellular Vesicles/microbiology , Gene Silencing , Host Microbial Interactions/genetics , Plant Diseases/genetics , Plant Diseases/microbiology , Plant Diseases/prevention & control , RNA Interference , RNA, Plant/genetics , RNA, Plant/isolation & purification , RNA, Small Interfering/isolation & purification
8.
Am J Otolaryngol ; 41(6): 102716, 2020.
Article in English | MEDLINE | ID: mdl-32979664

ABSTRACT

CONTEXT: To describe this new clinical entity, diagnosis, and potential management of pediatric intratonsillar/peritonsillar abscesses in children affected by infectious mononucleosis. METHODS: After institutional review board approval, a retrospective chart review of patients who underwent testing for infectious mononucleosis and also had a computed tomography scan of the head and neck was completed. Those who did not have imaging showing the palatine tonsils and those with insufficient testing to diagnose infectious mononucleosis were excluded. MAIN FINDINGS: One hundred patients were included in the study; 15 had a peritonsillar abscess and 29 had an intratonsillar abscess. Four of the patients with a peritonsillar abscess (26.7%) had a positive Monospot or Epstein-Barr virus IgM result, and two of 15 (13.3%) had positive rapid strep or culture results. Of the 29 patients with an intratonsillar abscess, eight (27.6%) had a positive Monospot or Epstein-Barr virus IgM result while two (6.9%) had a positive rapid strep or culture result. Of those with bilateral intratonsillar abscess, five of 12 (41.7%) patients showed laboratory markers for infectious mononucleosis compared with three of 17 (17.6%) with unilateral intratonsillar abscess. This difference was not statistically significant (Fischer's, p = 0.218). CONCLUSION: In our cohort of patients undergoing computed tomography scan and acute infectious mononucleosis testing, patients with intratonsillar and peritonsillar abscess tested positive for mononucleosis markers more commonly than for streptococcus markers. Recognizing uncomplicated intratonsillar and peritonsillar abscess in the setting of infectious mononucleosis in these pediatric patients may help tailor management in this population.


Subject(s)
Infectious Mononucleosis/virology , Palatine Tonsil/virology , Peritonsillar Abscess/virology , Biomarkers , Child , Female , Herpesvirus 4, Human/immunology , Humans , Immunoglobulin M/analysis , Infectious Mononucleosis/complications , Infectious Mononucleosis/diagnosis , Male , Palatine Tonsil/diagnostic imaging , Peritonsillar Abscess/diagnosis , Peritonsillar Abscess/etiology , Pilot Projects , Retrospective Studies , Tomography, X-Ray Computed
9.
Nat Chem Biol ; 13(7): 715-723, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28459439

ABSTRACT

Accurate modeling and design of protein-ligand interactions have broad applications in cell biology, synthetic biology and drug discovery but remain challenging without experimental protein structures. Here we developed an integrated protein-homology-modeling, ligand-docking protein-design approach that reconstructs protein-ligand binding sites from homolog protein structures in the presence of protein-bound ligand poses to capture conformational selection and induced-fit modes of ligand binding. In structure modeling tests, we blindly predicted, with near-atomic accuracy, ligand conformations bound to G-protein-coupled receptors (GPCRs) that have rarely been identified using traditional approaches. We also quantitatively predicted the binding selectivity of diverse ligands to structurally uncharacterized GPCRs. We then applied this technique to design functional human dopamine receptors with novel ligand-binding selectivity. Most blindly predicted ligand-binding specificities closely agreed with experimental validations. Our method should prove useful in ligand discovery approaches and in reprogramming the ligand-binding profile of membrane receptors that remain difficult to crystallize.


Subject(s)
Computer-Aided Design , Ligands , Receptors, Dopamine/chemistry , Receptors, Dopamine/metabolism , Binding Sites , Crystallography, X-Ray , Humans , Models, Molecular , Molecular Structure , Structure-Activity Relationship , Substrate Specificity
10.
Nat Chem Biol ; 12(3): 167-73, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26780406

ABSTRACT

Multipass membrane proteins perform critical signal transduction and transport across membranes. How transmembrane helix (TMH) sequences encode the topology and conformational flexibility regulating these functions remains poorly understood. Here we describe a comprehensive analysis of the sequence-structure relationships at multiple interacting TMHs from all membrane proteins with structures in the Protein Data Bank (PDB). We found that membrane proteins can be deconstructed in interacting TMH trimer units, which mostly fold into six distinct structural classes of topologies and conformations. Each class is enriched in recurrent sequence motifs from functionally unrelated proteins, revealing unforeseen consensus and evolutionary conserved networks of stabilizing interhelical contacts. Interacting TMHs' topology and local protein conformational flexibility were remarkably well predicted in a blinded fashion from the identified binding-hotspot motifs. Our results reveal universal sequence-structure principles governing the complex anatomy and plasticity of multipass membrane proteins that may guide de novo structure prediction, design, and studies of folding and dynamics.


Subject(s)
Membrane Proteins/chemistry , Animals , Computer Simulation , Conserved Sequence , Databases, Protein , Gene Regulatory Networks , Humans , Membrane Proteins/genetics , Models, Molecular , Protein Conformation , Protein Folding , Protein Structure, Tertiary
11.
Mol Cell ; 34(2): 234-49, 2009 Apr 24.
Article in English | MEDLINE | ID: mdl-19394300

ABSTRACT

Structures of intact receptors with single-pass transmembrane domains are essential to understand how extracellular and cytoplasmic domains regulate association and signaling through transmembrane domains. A chemical and computational method to determine structures of the membrane regions of such receptors on the cell surface is developed here and validated with glycophorin A. An integrin heterodimer structure reveals association over most of the lengths of the alpha and beta transmembrane domains and shows that the principles governing association of hetero and homo transmembrane dimers differ. A turn at the Gly of the juxtamembrane GFFKR motif caps the alpha TM helix and brings the two Phe of GFFKR into the alpha/beta interface. A juxtamembrane Lys residue in beta also has an important role in the interface. The structure shows how transmembrane association/dissociation regulates integrin signaling. A joint ectodomain and membrane structure shows that substantial flexibility between the extracellular and TM domains is compatible with TM signaling.


Subject(s)
Cell Membrane/chemistry , Platelet Glycoprotein GPIIb-IIIa Complex/chemistry , Amino Acid Sequence , Cell Membrane/metabolism , Humans , Models, Molecular , Molecular Sequence Data , Mutation , Nuclear Magnetic Resonance, Biomolecular , Platelet Glycoprotein GPIIb-IIIa Complex/metabolism , Protein Structure, Tertiary , Signal Transduction
12.
Ann Otol Rhinol Laryngol ; 125(2): 165-8, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26307070

ABSTRACT

OBJECTIVE: Foreign body aspiration into the tracheobronchial tree continues to be a challenging problem for otolaryngologists. This is especially true in patients with poor pulmonary reserve. METHODS: We describe a novel technique in which an endotracheal sheathed bronchoscope is used as a means to provide positive pressure ventilation simultaneously during foreign body extraction. RESULTS: This new technique afforded the bronchoscopist more time during retrieval of the foreign body where previous attempts were limited by rapid desaturations and the overall nature of the foreign body. CONCLUSION: The endotracheal sheathed bronchoscope is a safe and efficacious technique for challenging airway foreign bodies complicated by a patient's limited pulmonary reserve.


Subject(s)
Bronchi , Bronchoscopy , Foreign Bodies , Respiratory Aspiration , Trachea , Airway Management/instrumentation , Airway Management/methods , Bronchoscopes , Bronchoscopy/instrumentation , Bronchoscopy/methods , Child , Foreign Bodies/diagnosis , Foreign Bodies/therapy , Humans , Male , Respiratory Aspiration/diagnosis , Respiratory Aspiration/etiology , Respiratory Aspiration/physiopathology , Respiratory Aspiration/therapy , Respiratory Therapy/instrumentation , Respiratory Therapy/methods , Treatment Outcome
13.
PLoS Comput Biol ; 10(5): e1003636, 2014 May.
Article in English | MEDLINE | ID: mdl-24854015

ABSTRACT

Eukaryotic transmembrane helical (TMH) proteins perform a wide diversity of critical cellular functions, but remain structurally largely uncharacterized and their high-resolution structure prediction is currently hindered by the lack of close structural homologues. To address this problem, we present a novel and generic method for accurately modeling large TMH protein structures from distant homologues exhibiting distinct loop and TMH conformations. Models of the adenosine A2AR and chemokine CXCR4 receptors were first ranked in GPCR-DOCK blind prediction contests in the receptor structure accuracy category. In a benchmark of 50 TMH protein homolog pairs of diverse topology (from 5 to 12 TMHs), size (from 183 to 420 residues) and sequence identity (from 15% to 70%), the method improves most starting templates, and achieves near-atomic accuracy prediction of membrane-embedded regions. Unlike starting templates, the models are of suitable quality for computer-based protein engineering: redesigned models and redesigned X-ray structures exhibit very similar native interactions. The method should prove useful for the atom-level modeling and design of a large fraction of structurally uncharacterized TMH proteins from a wide range of structural homologues.


Subject(s)
Models, Chemical , Molecular Docking Simulation/methods , Receptor, Adenosine A2A/chemistry , Receptor, Adenosine A2A/ultrastructure , Receptors, CXCR4/chemistry , Receptors, CXCR4/ultrastructure , Amino Acid Sequence , Computer Simulation , Membrane Proteins/chemistry , Membrane Proteins/ultrastructure , Molecular Sequence Data , Protein Conformation , Sequence Homology, Amino Acid
14.
Proc Natl Acad Sci U S A ; 109(33): 13284-9, 2012 Aug 14.
Article in English | MEDLINE | ID: mdl-22847407

ABSTRACT

A wide range of membrane receptors signal through conformational changes, and the resulting protein conformational flexibility often hinders their structural studies. Because the determinants of membrane receptor conformational stability are still poorly understood, identifying a minimal set of perturbations stabilizing a membrane protein in a given conformation remains a major challenge in membrane protein structure determination. We present a novel approach integrating bioinformatics, computational design and experimental techniques that identifies and stabilizes metastable receptor regions. When applied to the beta1-adrenergic receptor, the method generated 13 novel receptor variants stabilized in the intended inactive state among which two exhibit an apparent thermostability higher than WT and M23 (a receptor variant previously stabilized by extensive scanning mutagenesis) by more than 30 °C and 11 °C, respectively. Targeted regions involve nonconserved unsatisfied polar residues or exhibit significant packing defects, features found in all class A G protein-coupled receptor structures. These findings suggest that natural G protein-coupled receptor sequences have evolved to be conformationally metastable through the design of suboptimal polar and van der Waals tertiary interactions. Given sufficiently accurate structural models, our approach should prove useful for designing stabilized variants of many uncharacterized membrane receptors.


Subject(s)
Evolution, Molecular , Receptors, G-Protein-Coupled/chemistry , Receptors, G-Protein-Coupled/genetics , Amino Acid Motifs , Amino Acid Substitution/genetics , Amino Acids/chemistry , Conserved Sequence , Models, Molecular , Mutant Proteins/chemistry , Mutation/genetics , Protein Conformation , Protein Stability , Receptors, Adrenergic, beta-1/chemistry , Signal Transduction , Surface Properties , Thermodynamics
15.
Nat Commun ; 14(1): 2875, 2023 05 19.
Article in English | MEDLINE | ID: mdl-37208363

ABSTRACT

Engineering protein biosensors that sensitively respond to specific biomolecules by triggering precise cellular responses is a major goal of diagnostics and synthetic cell biology. Previous biosensor designs have largely relied on binding structurally well-defined molecules. In contrast, approaches that couple the sensing of flexible compounds to intended cellular responses would greatly expand potential biosensor applications. Here, to address these challenges, we develop a computational strategy for designing signaling complexes between conformationally dynamic proteins and peptides. To demonstrate the power of the approach, we create ultrasensitive chemotactic receptor-peptide pairs capable of eliciting potent signaling responses and strong chemotaxis in primary human T cells. Unlike traditional approaches that engineer static binding complexes, our dynamic structure design strategy optimizes contacts with multiple binding and allosteric sites accessible through dynamic conformational ensembles to achieve strongly enhanced signaling efficacy and potency. Our study suggests that a conformationally adaptable binding interface coupled to a robust allosteric transmission region is a key evolutionary determinant of peptidergic GPCR signaling systems. The approach lays a foundation for designing peptide-sensing receptors and signaling peptide ligands for basic and therapeutic applications.


Subject(s)
Chemotaxis , Peptides , Humans , Chemotaxis/physiology , Signal Transduction , Proteins , Allosteric Site , Ligands
16.
Front Mol Biosci ; 9: 928534, 2022.
Article in English | MEDLINE | ID: mdl-36032687

ABSTRACT

Following the hugely successful application of deep learning methods to protein structure prediction, an increasing number of design methods seek to leverage generative models to design proteins with improved functionality over native proteins or novel structure and function. The inherent flexibility of proteins, from side-chain motion to larger conformational reshuffling, poses a challenge to design methods, where the ideal approach must consider both the spatial and temporal evolution of proteins in the context of their functional capacity. In this review, we highlight existing methods for protein design before discussing how methods at the forefront of deep learning-based design accommodate flexibility and where the field could evolve in the future.

17.
Mol Ther Nucleic Acids ; 28: 623-635, 2022 Jun 14.
Article in English | MEDLINE | ID: mdl-35497503

ABSTRACT

Natural circular RNAs have been found to sequester microRNAs and suppress their function. We have used this principle as a molecular tool and produced artificial circular RNA sponges in a cell-free system by in vitro transcription and ligation. Formerly, we were able to inhibit hepatitis C virus propagation by applying a circular RNA decoy strategy against microRNA-122, which is essential for the viral life cycle. In another proof-of-principle study, we used circular RNAs to sequester microRNA-21, an oncogenic and pro-proliferative microRNA. This strategy slowed tumor growth in a 3D cell culture model system, as well as in xenograft mice upon systemic delivery. In the wake of the global use of an in vitro transcribed RNA in coronavirus disease 2019 (COVID-19) vaccines, the question arose whether therapeutic circular RNAs trigger cellular antiviral defense mechanisms when delivered systemically. In this study, we present data on the cellular innate immune response as a consequence of liposome-based transfection of the circular RNA sponges we previously used to inhibit microRNA function. We find that circular RNAs produced by the presented methodology do not trigger the antiviral response and do not activate innate immune-signaling pathways.

18.
Nat Commun ; 13(1): 6826, 2022 11 11.
Article in English | MEDLINE | ID: mdl-36369272

ABSTRACT

Communication across membranes controls critical cellular processes and is achieved by receptors translating extracellular signals into selective cytoplasmic responses. While receptor tertiary structures can be readily characterized, receptor associations into quaternary structures are challenging to study and their implications in signal transduction remain poorly understood. Here, we report a computational approach for predicting receptor self-associations, and designing receptor oligomers with various quaternary structures and signaling properties. Using this approach, we designed chemokine receptor CXCR4 dimers with reprogrammed binding interactions, conformations, and abilities to activate distinct intracellular signaling proteins. In agreement with our predictions, the designed CXCR4s dimerized through distinct conformations and displayed different quaternary structural changes upon activation. Consistent with the active state models, all engineered CXCR4 oligomers activated the G protein Gi, but only specific dimer structures also recruited ß-arrestins. Overall, we demonstrate that quaternary structures represent an important unforeseen mechanism of receptor biased signaling and reveal the existence of a bias switch at the dimer interface of several G protein-coupled receptors including CXCR4, mu-Opioid and type-2 Vasopressin receptors that selectively control the activation of G proteins vs ß-arrestin-mediated pathways. The approach should prove useful for predicting and designing receptor associations to uncover and reprogram selective cellular signaling functions.


Subject(s)
Arrestins , Signal Transduction , Arrestins/metabolism , beta-Arrestins/metabolism , Signal Transduction/physiology , Receptors, G-Protein-Coupled/metabolism , GTP-Binding Proteins/metabolism
19.
Neuron ; 56(1): 124-40, 2007 Oct 04.
Article in English | MEDLINE | ID: mdl-17920020

ABSTRACT

Membrane depolarization causes voltage-gated ion channels to transition from a resting/closed conformation to an activated/open conformation. We used voltage-clamp fluorometry to measure protein motion at specific regions of the Shaker Kv channel. This enabled us to construct new structural models of the resting/closed and activated/open states based on the Kv1.2 crystal structure using the Rosetta-Membrane method and molecular dynamics simulations. Our models account for the measured gating charge displacement and suggest a molecular mechanism of activation in which the primary voltage sensors, S4s, rotate by approximately 180 degrees as they move "outward" by 6-8 A. A subsequent tilting motion of the S4s and the pore domain helices, S5s, of all four subunits induces a concerted movement of the channel's S4-S5 linkers and S6 helices, allowing ion conduction. Our models are compatible with a wide body of data and resolve apparent contradictions that previously led to several distinct models of voltage sensing.


Subject(s)
Ion Channel Gating/physiology , Membrane Potentials/physiology , Shaker Superfamily of Potassium Channels/physiology , Animals , Dose-Response Relationship, Radiation , Electric Stimulation , Membrane Potentials/radiation effects , Models, Biological , Models, Molecular , Mutation/physiology , Oocytes , Patch-Clamp Techniques/methods , Protein Conformation , Protein Structure, Tertiary , Structure-Activity Relationship
20.
Int J Pediatr Otorhinolaryngol ; 145: 110712, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33887549

ABSTRACT

OBJECTIVE: The objective of this study was to evaluate the feasibility of telehealth visits and compare office-based visits for pediatric patients undergoing evaluation of recurrent acute otitis media or sleep-disordered breathing. METHODS: A retrospective cohort study compared telehealth patients with matched controls seen in the office. The feasibility of a thorough patient evaluation in a single telehealth visit without a follow-up office visit was assessed. Both groups were also compared for completeness of physical exam, management, follow-up recommendations, and correlation of physical exam findings with intraoperative findings. RESULTS: 100 children [mean age (SD) = 20.7 (15.6) months] with a chief complaint of recurrent acute otitis media and 128 children [5.4 (3.2) years] with a chief complaint of sleep-disordered breathing were evaluated. Recommendations for surgery, additional studies, or routine follow-up were similar between telehealth and office-based groups. Physical exam feasibility was significantly different for the nasal cavity, oropharynx, and middle ear (P < .001). Patients who underwent office-based consultation were much more likely to have findings of middle ear fluid at the time of tympanostomy tube placement (79.3% vs 39.3%, P = .002). There was no significant difference between preoperative and intraoperative tonsil size discrepancies (P = .749). CONCLUSION: Telehealth can be used successfully for the evaluation of pediatric patients with sleep-disordered breathing; however, reliance on history alone may result in unnecessary tympanostomy tube placement in patients with recurrent acute otitis media. Physical examination of the oropharynx, nasal cavity, and middle ear via telehealth presents a unique challenge in pediatric otolaryngology.


Subject(s)
Ambulatory Care/statistics & numerical data , Office Visits/statistics & numerical data , Otolaryngology , Telemedicine/statistics & numerical data , Child, Preschool , Humans , Infant , Middle Ear Ventilation , Retrospective Studies
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