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1.
Sci Rep ; 14(1): 13059, 2024 06 06.
Article in English | MEDLINE | ID: mdl-38844490

ABSTRACT

The COVID-19 pandemic caused by SARS-CoV-2 has highlighted the urgent need for innovative antiviral strategies to fight viral infections. Although a substantial part of the overall effort has been directed at the Spike protein to create an effective global vaccination strategy, other proteins have also been examined and identified as possible therapeutic targets. Among them, although initially underestimated, there is the SARS-CoV-2 E-protein, which turned out to be a key factor in viral pathogenesis due to its role in virus budding, assembly and spreading. The C-terminus of E-protein contains a PDZ-binding motif (PBM) that plays a key role in SARS-CoV-2 virulence as it is recognized and bound by the PDZ2 domain of the human tight junction protein ZO-1. The binding between the PDZ2 domain of ZO-1 and the C-terminal portion of SARS-CoV-2 E-protein has been extensively characterized. Our results prompted us to develop a possible adjuvant therapeutic strategy aimed at slowing down or inhibiting virus-mediated pathogenesis. Such innovation consists in the design and synthesis of externally PDZ2-ZO1 functionalized PLGA-based nanoparticles to be used as intracellular decoy. Contrary to conventional strategies, this innovative approach aims to capitalize on the E protein-PDZ2 interaction to prevent virus assembly and replication. In fact, the conjugation of the PDZ2 domain to polymeric nanoparticles increases the affinity toward the E protein effectively creating a "molecular sponge" able to sequester E proteins within the intracellular environment of infected cells. Our in vitro studies on selected cellular models, show that these nanodevices significantly reduce SARS-CoV-2-mediated virulence, emphasizing the importance of exploiting viral-host interactions for therapeutic benefit.


Subject(s)
Nanoparticles , PDZ Domains , SARS-CoV-2 , Humans , SARS-CoV-2/drug effects , SARS-CoV-2/metabolism , Nanoparticles/chemistry , COVID-19/virology , COVID-19/metabolism , Zonula Occludens-1 Protein/metabolism , Coronavirus Envelope Proteins/metabolism , Coronavirus Envelope Proteins/chemistry , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , COVID-19 Drug Treatment , Animals , Protein Binding
2.
Protein Eng Des Sel ; 372024 Jan 29.
Article in English | MEDLINE | ID: mdl-38757573

ABSTRACT

With over 270 unique occurrences in the human genome, peptide-recognizing PDZ domains play a central role in modulating polarization, signaling, and trafficking pathways. Mutations in PDZ domains lead to diseases such as cancer and cystic fibrosis, making PDZ domains attractive targets for therapeutic intervention. D-peptide inhibitors offer unique advantages as therapeutics, including increased metabolic stability and low immunogenicity. Here, we introduce DexDesign, a novel OSPREY-based algorithm for computationally designing de novo D-peptide inhibitors. DexDesign leverages three novel techniques that are broadly applicable to computational protein design: the Minimum Flexible Set, K*-based Mutational Scan, and Inverse Alanine Scan. We apply these techniques and DexDesign to generate novel D-peptide inhibitors of two biomedically important PDZ domain targets: CAL and MAST2. We introduce a framework for analyzing de novo peptides-evaluation along a replication/restitution axis-and apply it to the DexDesign-generated D-peptides. Notably, the peptides we generated are predicted to bind their targets tighter than their targets' endogenous ligands, validating the peptides' potential as lead inhibitors. We also provide an implementation of DexDesign in the free and open source computational protein design software OSPREY.


Subject(s)
Algorithms , Peptides , Peptides/chemistry , Peptides/pharmacology , Humans , Drug Design , PDZ Domains
3.
Nat Commun ; 15(1): 4592, 2024 May 30.
Article in English | MEDLINE | ID: mdl-38816423

ABSTRACT

The mitochondrial serine protease HtrA2 is a human homolog of the Escherichia coli Deg-proteins exhibiting chaperone and proteolytic roles. HtrA2 is involved in both apoptotic regulation via its ability to degrade inhibitor-of-apoptosis proteins (IAPs), as well as in cellular maintenance as part of the cellular protein quality control machinery, by preventing the possible toxic accumulation of aggregated proteins. In this study, we use advanced solution NMR spectroscopy methods combined with biophysical characterization and biochemical assays to elucidate the crucial role of the substrate recognizing PDZ domain. This domain regulates the protease activity of HtrA2 by triggering an intricate allosteric network involving the regulatory loops of the protease domain. We further show that divalent metal ions can both positively and negatively modulate the activity of HtrA2, leading to a refined model of HtrA2 regulation within the apoptotic pathway.


Subject(s)
Apoptosis , High-Temperature Requirement A Serine Peptidase 2 , PDZ Domains , High-Temperature Requirement A Serine Peptidase 2/metabolism , High-Temperature Requirement A Serine Peptidase 2/genetics , Humans , Allosteric Regulation , Substrate Specificity , Mitochondria/metabolism , Models, Molecular , Magnetic Resonance Spectroscopy
4.
ACS Chem Neurosci ; 15(10): 2070-2079, 2024 05 15.
Article in English | MEDLINE | ID: mdl-38691676

ABSTRACT

PDZ domains are modular domains that conventionally bind to C terminal or internal motifs of target proteins to control cellular functions through the regulation of protein complex assemblies. Almost all reported structures of PDZ-target protein complexes rely on fragments or peptides as target proteins. No intact target protein complexed with PDZ was structurally characterized. In this study, we used NMR spectroscopy and other biochemistry and biophysics tools to uncover insights into structural coupling between the PDZ domain of protein interacting with C-kinase 1 (PICK1) and α7 nicotinic acetylcholine receptors (α7 nAChR). Notably, the intracellular domains of both α7 nAChR and PICK1 PDZ exhibit a high degree of plasticity in their coupling. Specifically, the MA helix of α7 nAChR interacts with residues lining the canonical binding site of the PICK1 PDZ, while flexible loops also engage in protein-protein interactions. Both hydrophobic and electrostatic interactions mediate the coupling. Overall, the resulting structure of the α7 nAChR-PICK1 complex reveals an unconventional PDZ binding mode, significantly expanding the repertoire of functionally important PDZ interactions.


Subject(s)
Carrier Proteins , PDZ Domains , Protein Binding , alpha7 Nicotinic Acetylcholine Receptor , alpha7 Nicotinic Acetylcholine Receptor/metabolism , Carrier Proteins/metabolism , Protein Binding/physiology , Humans , Nuclear Proteins/metabolism , Nuclear Proteins/chemistry , Binding Sites/physiology
5.
Commun Biol ; 7(1): 543, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38714795

ABSTRACT

The Wnt-planar cell polarity (Wnt-PCP) pathway is crucial in establishing cell polarity during development and tissue homoeostasis. This pathway is found to be dysregulated in many pathological conditions, including cancer and autoimmune disorders. The central event in Wnt-PCP pathway is the activation of Weak-similarity guanine nucleotide exchange factor (WGEF) by the adapter protein Dishevelled (Dvl). The PDZ domain of Dishevelled2 (Dvl2PDZ) binds and activates WGEF by releasing it from its autoinhibitory state. However, the actual Dvl2PDZ binding site of WGEF and the consequent activation mechanism of the GEF have remained elusive. Using biochemical and molecular dynamics studies, we show that a unique "internal-PDZ binding motif" (IPM) of WGEF mediates the WGEF-Dvl2PDZ interaction to activate the GEF. The residues at P2, P0, P-2 and P-3 positions of IPM play an important role in stabilizing the WGEFpep-Dvl2PDZ interaction. Furthermore, MD simulations of modelled Dvl2PDZ-WGEFIPM peptide complexes suggest that WGEF-Dvl2PDZ interaction may differ from the reported Dvl2PDZ-IPM interactions. Additionally, the apo structure of human Dvl2PDZ shows conformational dynamics different from its IPM peptide bound state, suggesting an induced fit mechanism for the Dvl2PDZ-peptide interaction. The current study provides a model for Dvl2 induced activation of WGEF.


Subject(s)
Dishevelled Proteins , Guanine Nucleotide Exchange Factors , Molecular Dynamics Simulation , Protein Binding , Dishevelled Proteins/metabolism , Dishevelled Proteins/chemistry , Dishevelled Proteins/genetics , Humans , Guanine Nucleotide Exchange Factors/metabolism , Guanine Nucleotide Exchange Factors/chemistry , Guanine Nucleotide Exchange Factors/genetics , PDZ Domains , Amino Acid Motifs , Wnt Signaling Pathway , Peptides/metabolism , Peptides/chemistry , Binding Sites , Microfilament Proteins , Intracellular Signaling Peptides and Proteins
6.
Mol Biol Cell ; 35(6): ar87, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38656797

ABSTRACT

Recent findings indicate that Solo, a RhoGEF, is involved in cellular mechanical stress responses. However, the mechanism of actin cytoskeletal remodeling via Solo remains unclear. Therefore, this study aimed to identify Solo-interacting proteins using the BioID, a proximal-dependent labeling method, and elucidate the molecular mechanisms of function of Solo. We identified PDZ-RhoGEF (PRG) as a Solo-interacting protein. PRG colocalized with Solo in the basal area of cells, depending on Solo localization, and enhanced actin polymerization at the Solo accumulation sites. Additionally, Solo and PRG interaction was necessary for actin cytoskeletal remodeling. Furthermore, the purified Solo itself had little or negligible GEF activity, even its GEF-inactive mutant directly activated the GEF activity of PRG through interaction. Moreover, overexpression of the Solo and PRG binding domains, respectively, had a dominant-negative effect on actin polymerization and actin stress fiber formation in response to substrate stiffness. Therefore, Solo restricts the localization of PRG and regulates actin cytoskeletal remodeling in synergy with PRG in response to the surrounding mechanical environment.


Subject(s)
Actin Cytoskeleton , Actins , Rho Guanine Nucleotide Exchange Factors , Humans , Actin Cytoskeleton/metabolism , Rho Guanine Nucleotide Exchange Factors/metabolism , Actins/metabolism , PDZ Domains , Protein Binding , Cytoskeleton/metabolism , Animals , HEK293 Cells
7.
Antonie Van Leeuwenhoek ; 117(1): 41, 2024 Feb 24.
Article in English | MEDLINE | ID: mdl-38400879

ABSTRACT

In the search of new enzymatic activities with a possible industrial application, we focused on those microorganisms and their molecular mechanisms that allow them to succeed in the environment, particularly in the proteolytic activity and its central role in the microorganisms' successful permanence. The use of highly active serine proteases for industrial applications is a modern need, especially for the formulation of detergents, protein processing, and hair removal from animal skins. This report provides the isolation and identification of a highly proteolytic fragment derived from DegQ produced by a Pseudomonas fluorescens environmental strain isolated from a frog carcass. Zymograms demonstrate that a 10 kDa protein mainly generates the total proteolytic activity of this strain, which is enhanced by the detergent SDS. Mass spectroscopy analysis revealed that the protein derived a couple of peptides, the ones showing the highest coverage belonging to DegQ. Interestingly, this small protein fragment contains a PDZ domain but no obvious residues indicating that it is a protease. Protein model analysis shows that this fragment corresponds to the main PDZ domain from DegQ, and its unique sequence and structure render a proteolytic peptide. The results presented here indicate that a novel DegQ fragment is sufficient for obtaining high protease activity highlighting that the analysis of environmental microorganisms can render new strains or enzymes with helpful biotechnological characteristics.


Subject(s)
PDZ Domains , Pseudomonas , Animals , Pseudomonas/genetics , Pseudomonas/metabolism , Serine Endopeptidases/chemistry , Serine Endopeptidases/metabolism , Peptides , Serine Proteases
8.
FEBS Lett ; 598(2): 233-241, 2024 01.
Article in English | MEDLINE | ID: mdl-37904289

ABSTRACT

Aberrant brain-derived neurotrophic factor (BDNF) signaling has been proposed to contribute to the pathophysiology of depression and other neurological disorders such as Angelman syndrome. We have previously shown that targeting the tropomyosin receptor kinase B/postsynaptic density protein-95 (PSD-95) nexus in the BDNF signaling pathway by peptidomimetic inhibitors is a promising approach for therapeutic intervention. Here, we used structure-based knowledge to develop a new Syn3 peptidomimetic compound series that fuses peptides derived from the PSD-95-binding protein SynGAP to our prototype compound CN2097. The new compounds target the PSD-95 PDZ3 domain and adjoining αC helix to achieve bivalent binding that results in up to 7-fold stronger affinity compared to CN2097. These compounds were designed to improve CN2097 specificity for the PSD-95 PDZ3 domain, and structure-activity relationship studies were performed to improve their resistance to proteolysis.


Subject(s)
Brain-Derived Neurotrophic Factor , Peptidomimetics , Peptidomimetics/pharmacology , Disks Large Homolog 4 Protein/metabolism , Signal Transduction , PDZ Domains
9.
J Biol Chem ; 300(1): 105575, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38110034

ABSTRACT

The carboxy-terminal tail of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) envelope protein (E) contains a PDZ-binding motif (PBM) which is crucial for coronavirus pathogenicity. During SARS-CoV-2 infection, the viral E protein is expressed within the Golgi apparatus membrane of host cells with its PBM facing the cytoplasm. In this work, we study the molecular mechanisms controlling the presentation of the PBM to host PDZ (PSD-95/Dlg/ZO-1) domain-containing proteins. We show that at the level of the Golgi apparatus, the PDZ-binding motif of the E protein is not detected by E C-terminal specific antibodies nor by the PDZ domain-containing protein-binding partner. Four alanine substitutions upstream of the PBM in the central region of the E protein tail is sufficient to generate immunodetection by anti-E antibodies and trigger robust recruitment of the PDZ domain-containing protein into the Golgi organelle. Overall, this work suggests that the presentation of the PBM to the cytoplasm is under conformational regulation mediated by the central region of the E protein tail and that PBM presentation probably does not occur at the surface of Golgi cisternae but likely at post-Golgi stages of the viral cycle.


Subject(s)
Coronavirus Envelope Proteins , Cytoplasm , SARS-CoV-2 , Humans , Amino Acid Motifs , Coronavirus Envelope Proteins/chemistry , Coronavirus Envelope Proteins/metabolism , COVID-19/pathology , COVID-19/virology , Cytoplasm/metabolism , Cytoplasm/virology , Golgi Apparatus/chemistry , Golgi Apparatus/metabolism , Guanylate Kinases/metabolism , PDZ Domains , Protein Binding , Protein Conformation , Protein Transport , SARS-CoV-2/chemistry , SARS-CoV-2/metabolism
10.
Biochem Soc Trans ; 51(6): 2005-2016, 2023 12 20.
Article in English | MEDLINE | ID: mdl-38095060

ABSTRACT

The PDZ and LIM domain (PDLIM) proteins are associated with the actin cytoskeleton and have conserved in roles in metazoan actin organisation and function. They primarily function as scaffolds linking various proteins to actin and its binding partner α-actinin via two conserved domains; an N-terminal postsynaptic density 95, discs large and zonula occludens-1 (PDZ) domain, and either single or multiple C-terminal LIN-11, Isl-1 and MEC-3 (LIM) domains in the actinin-associated LIM protein (ALP)- and Enigma-related proteins, respectively. While their role in actin organisation, such as in stress fibres or in the Z-disc of muscle fibres is well known, emerging evidence also suggests a role in actin-dependent membrane trafficking in the endosomal system. This is mediated by a recently identified interaction with the sorting nexin 17 (SNX17) protein, an adaptor for the trafficking complex Commander which is itself intimately linked to actin-directed formation of endosomal recycling domains. In this review we focus on the currently understood structural basis for PDLIM function. The PDZ domains mediate direct binding to distinct classes of PDZ-binding motifs (PDZbms), including α-actinin and other actin-associated proteins, and a highly specific interaction with the type III PDZbm such as the one found in the C-terminus of SNX17. The structures of the LIM domains are less well characterised and how they engage with their ligands is completely unknown. Despite the lack of experimental structural data, we find that recently developed machine learning-based structure prediction methods provide insights into their potential interactions and provide a template for further studies of their molecular functions.


Subject(s)
Actinin , Actins , Animals , Actins/metabolism , Actinin/chemistry , Actinin/metabolism , PDZ Domains , Actin Cytoskeleton/metabolism , LIM Domain Proteins/metabolism , Protein Binding
11.
Nat Commun ; 14(1): 8441, 2023 Dec 19.
Article in English | MEDLINE | ID: mdl-38114480

ABSTRACT

LIM domain kinases (LIMK) are important regulators of actin cytoskeletal remodeling. These protein kinases phosphorylate the actin depolymerizing factor cofilin to suppress filament severing, and are key nodes between Rho GTPase cascades and actin. The two mammalian LIMKs, LIMK1 and LIMK2, contain consecutive LIM domains and a PDZ domain upstream of the C-terminal kinase domain. The roles of the N-terminal regions are not fully understood, and the function of the PDZ domain remains elusive. Here, we determine the 2.0 Å crystal structure of the PDZ domain of LIMK2 and reveal features not previously observed in PDZ domains including a core-facing arginine residue located at the second position of the 'x-Φ-G-Φ' motif, and that the expected peptide binding cleft is shallow and poorly conserved. We find a distal extended surface to be highly conserved, and when LIMK1 was ectopically expressed in yeast we find targeted mutagenesis of this surface decreases growth, implying increased LIMK activity. PDZ domain LIMK1 mutants expressed in yeast are hyperphosphorylated and show elevated activity in vitro. This surface in both LIMK1 and LIMK2 is critical for autoregulation independent of activation loop phosphorylation. Overall, our study demonstrates the functional importance of the PDZ domain to autoregulation of LIMKs.


Subject(s)
Lim Kinases , PDZ Domains , Animals , Lim Kinases/genetics , Lim Kinases/metabolism , Actins/metabolism , Saccharomyces cerevisiae/metabolism , Phosphorylation , Actin Depolymerizing Factors/metabolism , Homeostasis , Mammals/metabolism
12.
J Virol ; 97(10): e0124123, 2023 10 31.
Article in English | MEDLINE | ID: mdl-37772824

ABSTRACT

IMPORTANCE: CD34+ hematopoietic progenitor cells (HPCs) are an important cellular reservoir for latent human cytomegalovirus (HCMV). Several HCMV genes are expressed during latency that are involved with the maintenance of the viral genome in CD34+ HPC. However, little is known about the process of viral reactivation in these cells. Here, we describe a viral protein, pUL8, and its interaction and stabilization with members of the Wnt/ß-catenin pathway as an important component of viral reactivation. We further define that pUL8 and ß-catenin interact with DVL2 via a PDZ-binding domain, and loss of UL8 interaction with ß-catenin-DVL2 restricts viral reactivation. Our findings will be instrumental in understanding the molecular processes involved in HCMV reactivation in order to design new antiviral therapeutics.


Subject(s)
Antigens, CD34 , Cytomegalovirus , Dishevelled Proteins , Hematopoietic Stem Cells , Viral Proteins , Virus Activation , beta Catenin , Humans , Antigens, CD34/metabolism , beta Catenin/chemistry , beta Catenin/metabolism , Cytomegalovirus/genetics , Cytomegalovirus/physiology , Dishevelled Proteins/chemistry , Dishevelled Proteins/metabolism , Hematopoietic Stem Cells/metabolism , Hematopoietic Stem Cells/virology , PDZ Domains , Viral Proteins/chemistry , Viral Proteins/metabolism , Virus Latency/genetics
13.
Antiviral Res ; 217: 105675, 2023 09.
Article in English | MEDLINE | ID: mdl-37481039

ABSTRACT

Human T-cell leukemia virus type-1 (HTLV-1) is the first pathogenic retrovirus discovered in human. Although HTLV-1-induced diseases are well-characterized and linked to the encoded Tax-1 oncoprotein, there is currently no strategy to target Tax-1 functions with small molecules. Here, we analyzed the binding of Tax-1 to the human homolog of the drosophila discs large tumor suppressor (hDLG1/SAP97), a multi-domain scaffolding protein involved in Tax-1-transformation ability. We have solved the structures of the PDZ binding motif (PBM) of Tax-1 in complex with the PDZ1 and PDZ2 domains of hDLG1 and assessed the binding of 10 million molecules by virtual screening. Among the 19 experimentally confirmed compounds, one systematically inhibited the Tax-1-hDLG1 interaction in different biophysical and cellular assays, as well as HTLV-1 cell-to-cell transmission in a T-cell model. Thus, our work demonstrates that interactions involving Tax-1 PDZ-domains are amenable to small-molecule inhibition, which provides a framework for the design of targeted therapies for HTLV-1-induced diseases.


Subject(s)
Human T-lymphotropic virus 1 , Humans , Antiviral Agents/pharmacology , Antiviral Agents/metabolism , Human T-lymphotropic virus 1/metabolism , PDZ Domains , Proteins , T-Lymphocytes/metabolism
14.
J Med Entomol ; 60(4): 690-697, 2023 07 12.
Article in English | MEDLINE | ID: mdl-37235642

ABSTRACT

In diapausing mosquitoes, cold tolerance and prolonged lifespan are important features that are crucial for overwintering success. In the mosquito Culex pipiens, we suggest that PDZ domain-containing protein (PDZ) (post synaptic density protein [PSD95], drosophila disc large tumor suppressor [Dlg1], and zonula occludens-1 protein [zo-1]) domain-containing protein is involved with these diapause features for overwintering survival in Culex mosquitoes. The expression level of pdz was significantly higher in diapausing adult females in the early stage in comparison to their nondiapausing counterparts. Suppression of the gene that encodes PDZ by RNA interference significantly decreased actin accumulation in the midgut of early-stage adult diapausing females. Inhibition of pdz also significantly reduced the survivability of diapausing females which indicates that this protein could play a key role in preserving the midgut tissues during early diapause.


Subject(s)
Culex , Culicidae , Female , Animals , Culex/physiology , PDZ Domains
15.
J Cell Sci ; 136(10)2023 05 15.
Article in English | MEDLINE | ID: mdl-37096733

ABSTRACT

GIPC3 has been implicated in auditory function. Here, we establish that GIPC3 is initially localized to the cytoplasm of inner and outer hair cells of the cochlea and then is increasingly concentrated in cuticular plates and at cell junctions during postnatal development. Early postnatal Gipc3KO/KO mice had mostly normal mechanotransduction currents, but had no auditory brainstem response at 1 month of age. Cuticular plates of Gipc3KO/KO hair cells did not flatten during development as did those of controls; moreover, hair bundles were squeezed along the cochlear axis in mutant hair cells. Junctions between inner hair cells and adjacent inner phalangeal cells were also severely disrupted in Gipc3KO/KO cochleas. GIPC3 bound directly to MYO6, and the loss of MYO6 led to altered distribution of GIPC3. Immunoaffinity purification of GIPC3 from chicken inner ear extracts identified co-precipitating proteins associated with adherens junctions, intermediate filament networks and the cuticular plate. Several of immunoprecipitated proteins contained GIPC family consensus PDZ-binding motifs (PBMs), including MYO18A, which bound directly to the PDZ domain of GIPC3. We propose that GIPC3 and MYO6 couple to PBMs of cytoskeletal and cell junction proteins to shape the cuticular plate.


Subject(s)
Mechanotransduction, Cellular , PDZ Domains , Mice , Animals , Hair Cells, Auditory, Inner/metabolism , Cytoskeleton/metabolism , Hair Cells, Auditory, Outer/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Myosins/genetics , Myosins/metabolism
16.
J Med Chem ; 66(7): 4633-4658, 2023 04 13.
Article in English | MEDLINE | ID: mdl-36939673

ABSTRACT

The rapid identification of early hits by fragment-based approaches and subsequent hit-to-lead optimization represents a challenge for drug discovery. To address this challenge, we created a strategy called "DOTS" that combines molecular dynamic simulations, computer-based library design (chemoDOTS) with encoded medicinal chemistry reactions, constrained docking, and automated compound evaluation. To validate its utility, we applied our DOTS strategy to the challenging target syntenin, a PDZ domain containing protein and oncology target. Herein, we describe the creation of a "best-in-class" sub-micromolar small molecule inhibitor for the second PDZ domain of syntenin validated in cancer cell assays. Key to the success of our DOTS approach was the integration of protein conformational sampling during hit identification stage and the synthetic feasibility ranking of the designed compounds throughout the optimization process. This approach can be broadly applied to other protein targets with known 3D structures to rapidly identify and optimize compounds as chemical probes and therapeutic candidates.


Subject(s)
PDZ Domains , Syntenins , Drug Discovery , Syndecans/metabolism
17.
Protein Sci ; 32(4): e4611, 2023 04.
Article in English | MEDLINE | ID: mdl-36851847

ABSTRACT

Protein-protein interactions that involve recognition of short peptides are critical in cellular processes. Protein-peptide interaction surface areas are relatively small and shallow, and there are often overlapping specificities in families of peptide-binding domains. Therefore, dissecting selectivity determinants can be challenging. PDZ domains are a family of peptide-binding domains located in several intracellular signaling and trafficking pathways. These domains are also directly targeted by pathogens, and a hallmark of many oncogenic viral proteins is a PDZ-binding motif. However, amidst sequences that target PDZ domains, there is a wide spectrum in relative promiscuity. For example, the viral HPV16 E6 oncoprotein recognizes over double the number of PDZ domain-containing proteins as the cystic fibrosis transmembrane conductance regulator (CFTR) in the cell, despite similar PDZ targeting-sequences and identical motif residues. Here, we determine binding affinities for PDZ domains known to bind either HPV16 E6 alone or both CFTR and HPV16 E6, using peptides matching WT and hybrid sequences. We also use energy minimization to model PDZ-peptide complexes and use sequence analyses to investigate this difference. We find that while the majority of single mutations had marginal effects on overall affinity, the additive effect on the free energy of binding accurately describes the selectivity observed. Taken together, our results describe how complex and differing PDZ interactomes can be programmed in the cell.


Subject(s)
Cystic Fibrosis Transmembrane Conductance Regulator , PDZ Domains , Humans , Cystic Fibrosis Transmembrane Conductance Regulator/chemistry , Protein Binding , Peptides/chemistry , Entropy
18.
Int J Mol Sci ; 24(4)2023 Feb 08.
Article in English | MEDLINE | ID: mdl-36834839

ABSTRACT

Melanoma differentiation-associated gene 9 (MDA-9) is a small adaptor protein with tandem PDZ domains that promotes tumor progression and metastasis in various human cancers. However, it is difficult to develop drug-like small molecules with high affinity due to the narrow groove of the PDZ domains of MDA-9. Herein, we identified four novel hits targeting the PDZ1 and PDZ2 domains of MDA-9, namely PI1A, PI1B, PI2A, and PI2B, using a protein-observed nuclear magnetic resonance (NMR) fragment screening method. We also solved the crystal structure of the MDA-9 PDZ1 domain in complex with PI1B and characterized the binding poses of PDZ1-PI1A and PDZ2-PI2A, guided by transferred paramagnetic relaxation enhancement. The protein-ligand interaction modes were then cross-validated by the mutagenesis of the MDA-9 PDZ domains. Competitive fluorescence polarization experiments demonstrated that PI1A and PI2A blocked the binding of natural substrates to the PDZ1 and PDZ2 domains, respectively. Furthermore, these inhibitors exhibited low cellular toxicity, but suppressed the migration of MDA-MB-231 breast carcinoma cells, which recapitulated the phenotype of MDA-9 knockdown. Our work has paved the way for the development of potent inhibitors using structure-guided fragment ligation in the future.


Subject(s)
Breast Neoplasms , Melanoma , Female , Humans , Adaptor Proteins, Signal Transducing , Cell Differentiation , PDZ Domains , Protein Binding
19.
Proc Natl Acad Sci U S A ; 120(9): e2216697120, 2023 02 28.
Article in English | MEDLINE | ID: mdl-36802421

ABSTRACT

Peptide-binding proteins play key roles in biology, and predicting their binding specificity is a long-standing challenge. While considerable protein structural information is available, the most successful current methods use sequence information alone, in part because it has been a challenge to model the subtle structural changes accompanying sequence substitutions. Protein structure prediction networks such as AlphaFold model sequence-structure relationships very accurately, and we reasoned that if it were possible to specifically train such networks on binding data, more generalizable models could be created. We show that placing a classifier on top of the AlphaFold network and fine-tuning the combined network parameters for both classification and structure prediction accuracy leads to a model with strong generalizable performance on a wide range of Class I and Class II peptide-MHC interactions that approaches the overall performance of the state-of-the-art NetMHCpan sequence-based method. The peptide-MHC optimized model shows excellent performance in distinguishing binding and non-binding peptides to SH3 and PDZ domains. This ability to generalize well beyond the training set far exceeds that of sequence-only models and should be particularly powerful for systems where less experimental data are available.


Subject(s)
Histocompatibility Antigens Class II , Peptides , Protein Binding , Peptides/chemistry , Histocompatibility Antigens Class II/metabolism , Genes, MHC Class II , PDZ Domains
20.
J Phys Chem B ; 127(3): 623-633, 2023 01 26.
Article in English | MEDLINE | ID: mdl-36626697

ABSTRACT

Allosteric signaling in proteins has been known for some half a century, yet how the signal traverses the protein remains an active area of research. Recently, the importance of electrostatics to achieve long-range signaling has become increasingly appreciated. Our laboratory has been working on developing network approaches to capture such interactions. In this study, we turn our attention to the well-studied allosteric model protein, PDZ. We study the allosteric dynamics on a per-residue basis in key constructs involving the PDZ domain, its allosteric effector, and its peptide ligand. We utilize molecular dynamics trajectories to create the networks for the constructs to explore the allosteric effect by plotting the heat kernel results onto axes defined by principal components. We introduce a new metric to quantitate the volume sampled by a residue in the latent space. We relate our findings to PDZ and the greater field of allostery.


Subject(s)
PDZ Domains , Proteins , Signal Transduction , Allosteric Regulation , Molecular Dynamics Simulation , PDZ Domains/physiology , Protein Binding , Proteins/chemistry , Signal Transduction/physiology , Static Electricity
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