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1.
Commun Biol ; 5(1): 788, 2022 08 05.
Article En | MEDLINE | ID: mdl-35931765

Receptor-ligand interactions on the plasma membrane regulate cellular communication and play a key role in viral infection. Despite representing main targets for drug development, the characterization of these interactions remains challenging in part due to the dearth of optimal technologies. Here, we build a comprehensive library of human proteins engineered for controlled cell surface expression. Coupled to tetramer-based screening for increased binding avidity, we develop a high throughput cell-based platform that enables systematic interrogation of receptor-ligand interactomes. Using this technology, we characterize the cell surface proteins targeted by the receptor binding domain (RBD) of the SARS-CoV spike protein. Host factors that specifically bind to SARS CoV-2 but not SARS CoV RBD are identified, including proteins that are expressed in the nervous system or olfactory epithelium. Remarkably, our results show that Contactin-1, a previously unknown SARS CoV-2 spike-specific receptor that is upregulated in COVID-19 patients, significantly enhances ACE2-dependent pseudotyped virus infection. Starting from a versatile platform to characterize cell surface interactomes, this study uncovers host factors specifically targeted by SARS CoV-2, information that may help design improved therapeutic strategies against COVID-19.


COVID-19 , SARS-CoV-2 , Angiotensin-Converting Enzyme 2 , Humans , Ligands , Protein Binding
2.
Mol Cancer Ther ; 21(6): 974-985, 2022 06 01.
Article En | MEDLINE | ID: mdl-35364611

New therapeutics and combination regimens have led to marked clinical improvements for the treatment of a subset of colorectal cancer. Immune checkpoint inhibitors have shown clinical efficacy in patients with mismatch-repair-deficient or microsatellite instability-high (MSI-H) metastatic colorectal cancer (mCRC). However, patients with microsatellite-stable (MSS) or low levels of microsatellite instable (MSI-L) colorectal cancer have not benefited from these immune modulators, and the survival outcome remains poor for the majority of patients diagnosed with mCRC. In this article, we describe the discovery of a novel T-cell-dependent bispecific antibody (TDB) targeting tumor-associated antigen LY6G6D, LY6G6D-TDB, for the treatment of colorectal cancer. RNAseq analysis showed that LY6G6D was differentially expressed in colorectal cancer with high prevalence in MSS and MSI-L subsets, whereas LY6G6D expression in normal tissues was limited. IHC confirmed the elevated expression of LY6G6D in primary and metastatic colorectal tumors, whereas minimal or no expression was observed in most normal tissue samples. The optimized LY6G6D-TDB, which targets a membrane-proximal epitope of LY6G6D and binds to CD3 with high affinity, exhibits potent antitumor activity both in vitro and in vivo. In vitro functional assays show that LY6G6D-TDB-mediated T-cell activation and cytotoxicity are conditional and target dependent. In mouse xenograft tumor models, LY6G6D-TDB demonstrates antitumor efficacy as a single agent against established colorectal tumors, and enhanced efficacy can be achieved when LY6G6D-TDB is combined with PD-1 blockade. Our studies provide evidence for the therapeutic potential of LY6G6D-TDB as an effective treatment option for patients with colorectal cancer.


Antibodies, Bispecific , Colorectal Neoplasms , Immunoglobulins , Animals , Antibodies, Bispecific/immunology , Antibodies, Bispecific/pharmacology , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Humans , Immune Checkpoint Inhibitors/pharmacology , Immunoglobulins/immunology , Mice , Microsatellite Instability , T-Lymphocytes/immunology
3.
PLoS One ; 16(12): e0260800, 2021.
Article En | MEDLINE | ID: mdl-34879110

The cancer-associated fibroblast (CAF) marker podoplanin (PDPN) is generally correlated with poor clinical outcomes in cancer patients and thus represents a promising therapeutic target. Despite its biomedical relevance, basic aspects of PDPN biology such as its cellular functions and cell surface ligands remain poorly uncharacterized, thus challenging drug development. Here, we utilize a high throughput platform to elucidate the PDPN cell surface interactome, and uncover the neutrophil protein CD177 as a new binding partner. Quantitative proteomics analysis of the CAF phosphoproteome reveals a role for PDPN in cell signaling, growth and actomyosin contractility, among other processes. Moreover, cellular assays demonstrate that CD177 is a functional antagonist, recapitulating the phenotype observed in PDPN-deficient CAFs. In sum, starting from the unbiased elucidation of the PDPN co-receptome, our work provides insights into PDPN functions and reveals the PDPN/CD177 axis as a possible modulator of fibroblast physiology in the tumor microenvironment.


Biomarkers, Tumor/metabolism , Cancer-Associated Fibroblasts/pathology , Colorectal Neoplasms/pathology , Gene Expression Regulation, Neoplastic , Isoantigens/metabolism , Membrane Glycoproteins/metabolism , Receptors, Cell Surface/metabolism , Tumor Microenvironment , Apoptosis , Biomarkers, Tumor/genetics , Cancer-Associated Fibroblasts/immunology , Cancer-Associated Fibroblasts/metabolism , Cell Proliferation , Colorectal Neoplasms/genetics , Colorectal Neoplasms/immunology , Colorectal Neoplasms/metabolism , GPI-Linked Proteins/genetics , GPI-Linked Proteins/metabolism , Humans , Isoantigens/genetics , Membrane Glycoproteins/genetics , Neutrophils/immunology , Neutrophils/metabolism , Prognosis , Receptors, Cell Surface/genetics , Survival Rate , Tumor Cells, Cultured
4.
Immunity ; 54(7): 1511-1526.e8, 2021 07 13.
Article En | MEDLINE | ID: mdl-34260887

Myeloid cells encounter stromal cells and their matrix determinants on a continual basis during their residence in any given organ. Here, we examined the impact of the collagen receptor LAIR1 on myeloid cell homeostasis and function. LAIR1 was highly expressed in the myeloid lineage and enriched in non-classical monocytes. Proteomic definition of the LAIR1 interactome identified stromal factor Colec12 as a high-affinity LAIR1 ligand. Proteomic profiling of LAIR1 signaling triggered by Collagen1 and Colec12 highlighted pathways associated with survival, proliferation, and differentiation. Lair1-/- mice had reduced frequencies of Ly6C- monocytes, which were associated with altered proliferation and apoptosis of non-classical monocytes from bone marrow and altered heterogeneity of interstitial macrophages in lung. Myeloid-specific LAIR1 deficiency promoted metastatic growth in a melanoma model and LAIR1 expression associated with improved clinical outcomes in human metastatic melanoma. Thus, monocytes and macrophages rely on LAIR1 sensing of stromal determinants for fitness and function, with relevance in homeostasis and disease.


Homeostasis/physiology , Lung/metabolism , Macrophages, Alveolar/metabolism , Monocytes/metabolism , Receptors, Immunologic/metabolism , Animals , Apoptosis/physiology , Bone Marrow/metabolism , Bone Marrow/pathology , COS Cells , Cell Differentiation/physiology , Cell Line , Cell Line, Tumor , Cell Lineage/physiology , Cell Proliferation/physiology , Chlorocebus aethiops , Female , Humans , Lung/pathology , Macrophages, Alveolar/pathology , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Monocytes/pathology , Myeloid Cells/metabolism , Myeloid Cells/pathology , Neoplasm Metastasis/pathology , Proteomics/methods , Signal Transduction/physiology
5.
ACS Omega ; 6(17): 11367-11374, 2021 May 04.
Article En | MEDLINE | ID: mdl-34056292

Protein kinase R (PKR) is a key pattern recognition receptor of the innate immune pathway. PKR is activated by double-stranded RNA (dsRNA) that is often produced during viral genome replication and transcription. PKR contains two tandem double-stranded RNA binding domains at the N-terminus, dsRBD1 and dsRBD2, and a C-terminal kinase domain. In the canonical model for activation, RNAs that bind multiple PKRs induce dimerization of the kinase domain that promotes an active conformation. However, there is evidence that dimerization of the kinase domain is not sufficient to mediate activation and PKR activation is modulated by the RNA-binding mode. dsRBD2 lacks most of the consensus RNA-binding residues, and it has been suggested to function as a modulator of PKR activation. Here, we demonstrate that dsRBD2 regulates PKR activation and identify the N-terminal helix as a critical region for modulating kinase activity. Mutations in dsRBD2 that have minor effects on overall dsRNA-binding affinity strongly inhibit the activation of PKR by dsRNA. These mutations also inhibit RNA-independent PKR activation. These data support a model where dsRBD2 has evolved to function as a regulator of the kinase.

6.
Cell ; 182(2): 329-344.e19, 2020 07 23.
Article En | MEDLINE | ID: mdl-32589946

Cell surface receptors and their interactions play a central role in physiological and pathological signaling. Despite its clinical relevance, the immunoglobulin superfamily (IgSF) remains uncharacterized and underrepresented in databases. Here, we present a systematic extracellular protein map, the IgSF interactome. Using a high-throughput technology to interrogate most single transmembrane receptors for binding to 445 IgSF proteins, we identify over 500 interactions, 82% previously undocumented, and confirm more than 60 receptor-ligand pairs using orthogonal assays. Our study reveals a map of cell-type-specific interactions and the landscape of dysregulated receptor-ligand crosstalk in cancer, including selective loss of function for tumor-associated mutations. Furthermore, investigation of the IgSF interactome in a large cohort of cancer patients identifies interacting protein signatures associated with clinical outcome. The IgSF interactome represents an important resource to fuel biological discoveries and a framework for understanding the functional organization of the surfaceome during homeostasis and disease, ultimately informing therapeutic development.


Immunoglobulins/metabolism , Neoplasms/pathology , Protein Interaction Maps , B7-H1 Antigen/metabolism , Carcinoembryonic Antigen/metabolism , Cell Communication , Cluster Analysis , Culture Media, Conditioned/chemistry , HEK293 Cells , Humans , Immunoglobulins/chemistry , Immunoglobulins/genetics , Ligands , Mutation , Neoplasms/genetics , Neoplasms/metabolism , Protein Binding , Receptors, Cell Surface/chemistry , Receptors, Cell Surface/genetics , Receptors, Cell Surface/metabolism , T-Lymphocytes/cytology , T-Lymphocytes/immunology , T-Lymphocytes/metabolism
7.
Mol Cell Proteomics ; 18(11): 2310-2323, 2019 11.
Article En | MEDLINE | ID: mdl-31308249

Receptors expressed on the plasma membrane and their interacting partners critically regulate cellular communication during homeostasis and disease, and as such represent main therapeutic targets. Despite its importance for drug development, receptor-ligand proteomics has remained a daunting field, in part because of the challenges associated to the study of membrane-expressed proteins. Here, to enable sensitive detection of receptor-ligand interactions in high throughput, we implement a new platform, the Conditioned Media AlphaScreen, for interrogation of a library consisting of most single transmembrane human proteins. Using this method to study key immune receptors, we identify and further validate the interleukin receptor IL20RA as the first binding partner for the checkpoint inhibitor B7-H3. Further, KIR2DL5, a natural killer cell protein that had remained orphan, is uncovered as a functional binding partner for the poliovirus receptor (PVR). This interaction is characterized using orthogonal assays, which demonstrate that PVR specifically engages KIR2DL5 on natural killer cells leading to inhibition of cytotoxicity. Altogether, these results reveal unappreciated links between protein families that may importantly influence receptor-driven functions during disease. Applicable to any target of interest, this technology represents a versatile and powerful approach for elucidation of receptor-ligand interactomes, which is essential to understand basic aspects of the biology of the plasma membrane proteins and ultimately inform the development of novel therapeutic strategies.


B7 Antigens/metabolism , Extracellular Matrix/metabolism , Killer Cells, Natural/metabolism , Receptors, Interleukin/metabolism , Receptors, KIR2DL5/metabolism , Receptors, Virus/metabolism , Cell Communication , HEK293 Cells , Humans , Killer Cells, Natural/cytology , Killer Cells, Natural/immunology , Ligands , Protein Binding , Protein Interaction Maps
8.
J Vis Exp ; (143)2019 01 07.
Article En | MEDLINE | ID: mdl-30663669

Secreted factors, membrane-tethered receptors, and their interacting partners are main regulators of cellular communication and initiation of signaling cascades during homeostasis and disease, and as such represent prime therapeutic targets. Despite their relevance, these interaction networks remain significantly underrepresented in current databases; therefore, most extracellular proteins have no documented binding partner. This discrepancy is primarily due to the challenges associated with the study of the extracellular proteins, including expression of functional proteins, and the weak, low affinity, protein interactions often established between cell surface receptors. The purpose of this method is to describe the printing of a library of extracellular proteins in a microarray format for screening of protein-protein interactions. To enable detection of weak interactions, a method based on multimerization of the query protein under study is described. Coupled to this microbead-based multimerization approach for increased multivalency, the protein microarray allows robust detection of transient protein-protein interactions in high throughput. This method offers a rapid and low sample consuming-approach for identification of new interactions applicable to any extracellular protein. Protein microarray printing and screening protocol are described. This technology will be useful for investigators seeking a robust method for discovery of protein interactions in the extracellular space.


Protein Array Analysis , Extracellular Space/metabolism , Humans , Ligands , Protein Binding , Receptors, Cell Surface/metabolism
9.
BioDrugs ; 32(5): 441-464, 2018 Oct.
Article En | MEDLINE | ID: mdl-30132211

Bispecific antibodies have moved from being an academic curiosity with therapeutic promise to reality, with two molecules being currently commercialized (Hemlibra® and Blincyto®) and many more in clinical trials. The success of bispecific antibodies is mainly due to the continuously growing number of mechanisms of actions (MOA) they enable that are not accessible to monoclonal antibodies. One of the earliest MOA of bispecific antibodies and currently the one with the largest number of clinical trials is the redirecting of the cytotoxic activity of T-cells for oncology applications, now extending its use in infective diseases. The use of bispecific antibodies for crossing the blood-brain barrier is another important application because of its potential to advance the therapeutic options for neurological diseases. Another noteworthy application due to its growing trend is enabling a more tissue-specific delivery or activity of antibodies. The different molecular solutions to the initial hurdles that limited the development of bispecific antibodies have led to the current diverse set of bispecific or multispecific antibody formats that can be grouped into three main categories: IgG-like formats, antibody fragment-based formats, or appended IgG formats. The expanded applications of bispecific antibodies come at the price of additional challenges for clinical development. The rising complexity in their structure may increase the risk of immunogenicity and the multiple antigen specificity complicates the selection of relevant species for safety assessment.


Antibodies, Bispecific/chemistry , Antibodies, Bispecific/pharmacology , Biological Products/pharmacology , Protein Engineering/methods , Animals , Antibodies, Bispecific/pharmacokinetics , Biological Products/immunology , Cell Membrane/metabolism , Drug Evaluation, Preclinical/methods , Humans , Immunoglobulin G/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/isolation & purification , Single-Chain Antibodies/chemistry , Single-Domain Antibodies/chemistry
10.
Biochemistry ; 55(2): 253-61, 2016 Jan 19.
Article En | MEDLINE | ID: mdl-26678943

RNA-activated protein kinase (PKR) is a key component of the interferon-induced antiviral pathway in higher eukaryotes. Upon recognition of viral dsRNA, PKR is activated via dimerization and autophosphorylation. PKR contains two N-terminal dsRNA binding domains (dsRBD) and a C-terminal kinase domain. The dsRBDs and the kinase are separated by a long, unstructured ∼80-amino acid linker in the human enzyme. The length of the N-terminal portion of the linker varies among PKR sequences, and it is completely absent in one ortholog. Here, we characterize the effects of deleting the variable region from the human enzyme to produce PKRΔV. The linker deletion results in quantitative but not qualitative changes in catalytic activity, RNA binding, and conformation. PKRΔV is somewhat more active and exhibits more cooperative RNA binding. As we previously observed for the full-length enzyme, PKRΔV is flexible in solution and adopts a range of compact and extended conformations. The conformational ensemble is biased toward compact states that might be related to weak interactions between the dsRBD and kinase domains. PKR retains RNA-induced autophosphorylation upon complete removal of the linker, indicating that the C-terminal, basic region is also not required for activity.


eIF-2 Kinase/chemistry , eIF-2 Kinase/metabolism , Binding Sites , Enzyme Activation , Humans , Protein Binding , Protein Structure, Tertiary , RNA, Double-Stranded
11.
Biochemistry ; 54(44): 6663-72, 2015 Nov 10.
Article En | MEDLINE | ID: mdl-26488609

PKR is a member of the eIF2α family of protein kinases that inhibit translational initiation in response to stress stimuli and functions as a key mediator of the interferon-induced antiviral response. PKR contains a dsRNA binding domain that binds to duplex regions present in viral RNAs, resulting in kinase activation and autophosphorylation. An emerging theme in the regulation of protein kinases is the allosteric linkage of dimerization and activation. The PKR kinase domain forms a back-to-back parallel dimer that is implicated in activation. We have developed a sensitive homo-Förster resonance energy transfer assay for kinase domain dimerization to directly probe the relationship among RNA binding, activation, and dimerization. In the case of perfect duplex RNAs, dimerization is correlated with activation and dsRNAs containing 30 bp or more efficiently induce kinase domain dimerization and activation. However, more complex duplex RNAs containing a 10-15 bp 2'-O-methyl RNA barrier produce kinase dimers but do not activate. Similarly, inactivating mutations within the PKR dimer interface that disrupt key electrostatic and hydrogen binding interactions fail to abolish dimerization. Our data support a model in which activating RNAs induce formation of a back-to-back parallel PKR kinase dimer whereas nonactivating RNAs either fail to induce dimerization or produce an alternative, inactive dimer configuration, providing an additional mechanism for distinguishing between host and pathogen RNA.


Enzyme Activation , Protein Multimerization , RNA, Double-Stranded/metabolism , eIF-2 Kinase/metabolism , Fluorescence Resonance Energy Transfer , Humans , Methylation , Models, Molecular , Protein Binding , Protein Structure, Tertiary , RNA/chemistry , RNA/metabolism , RNA, Double-Stranded/chemistry , Saccharomyces cerevisiae/chemistry , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae/metabolism , eIF-2 Kinase/chemistry
12.
Anal Biochem ; 437(2): 133-7, 2013 Jun 15.
Article En | MEDLINE | ID: mdl-23499970

Sedimentation velocity analytical ultracentrifugation is a classical biophysical technique that is commonly used to analyze the size, shape, and interactions of biological macromolecules in solution. Fluorescence detection provides enhanced sensitivity and selectivity relative to the standard absorption and refractrometric detectors, but data acquisition is more complex and can be subject to interference from several photophysical effects. Here, we describe methods to configure sedimentation velocity measurements using fluorescence detection and evaluate the performance of the fluorescence optical system. The fluorescence detector output is linear over a concentration range of at least 1 to 500nM fluorescein and Alexa Fluor 488. At high concentrations, deviations from linearity can be attributed to the inner filter effect. A duplex DNA labeled with Alexa Fluor 488 was used as a standard to compare sedimentation coefficients obtained using fluorescence and absorbance detectors. Within error, the sedimentation coefficients agree. Thus, the fluorescence detector is capable of providing precise and accurate sedimentation velocity results that are consistent with measurements performed using conventional absorption optics, provided the data are collected at appropriate sample concentrations and the optics are configured correctly.


Fluorometry/methods , Ultracentrifugation , Reproducibility of Results , Time Factors
13.
Biochemistry ; 51(44): 8764-70, 2012 Nov 06.
Article En | MEDLINE | ID: mdl-23062027

Protein kinase R (PKR) is an interferon-induced kinase that plays a pivotal role in the innate immunity response to viral infection. PKR is activated upon binding to double-stranded RNA (dsRNA). Our previous analysis of binding of PKR to dsRNAs ranging from 20 to 40 bp supports a dimerization model for activation in which 30 bp represents the minimal length required to bind two PKR monomers and activate PKR via autophosphorylation. These studies were complicated by the formation of protein-RNA aggregates, particularly at low salt concentrations using longer dsRNAs. Here, we have taken advantage of the enhanced sensitivity afforded using fluorescence-detected analytical ultracentrifugation to reduce the RNA concentrations from micromolar to nanomolar. Under these conditions, we are able to characterize high-affinity binding of PKR to longer dsRNAs in 75 mM NaCl. The PKR binding stoichiometries are increased at lower salt concentrations but remain lower than those previously obtained for the dsRNA binding domain. The dependence of the limiting PKR binding stoichiometries on dsRNA length does not conform to standard models for nonspecific binding and suggests that binding to longer sequences occurs via a different binding mode with a larger site size. Although dimerization plays a key role in the PKR activation mechanism, the ability of shorter dsRNAs to bind two PKR monomers is not sufficient to induce autophosphorylation. We propose that activation of PKR by longer RNAs is correlated with an alternative binding mode in which both of the dsRNA binding motifs contact the RNA, inducing PKR to dimerize via a direct interaction of the kinase domains.


RNA, Double-Stranded/metabolism , eIF-2 Kinase/metabolism , Enzyme Activation , Phosphorylation , Protein Binding , Protein Multimerization , Ultracentrifugation , eIF-2 Kinase/chemistry
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