39 results on '"Pak JE"'
Search Results
2. Genomic and serologic characterization of enterovirus A71 brainstem encephalitis
- Author
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Leon KE, Schubert RD, Casas-Alba D, Hawes IA, Ramachandran PS, Ramesh A, Pak JE, Wu W, Cheung CK, Crawford ED, Khan LM, Launes-Montana C, Sample HA, Zorn KC, Cabrerizo M, Valero-Rello A, Langelier C, Munoz-Almagro C, DeRisi JL, and Wilson MR
- Abstract
OBJECTIVE: In 2016, Catalonia experienced a pediatric brainstem encephalitis outbreak caused by enterovirus A71 (EV-A71). Conventional testing identified EV in the periphery but rarely in CSF. Metagenomic next-generation sequencing (mNGS) and CSF pan-viral serology (VirScan) were deployed to enhance viral detection and characterization. METHODS: RNA was extracted from the CSF (n = 20), plasma (n = 9), stool (n = 15), and nasopharyngeal samples (n = 16) from 10 children with brainstem encephalitis and 10 children with meningitis or encephalitis. Pathogens were identified using mNGS. Available CSF from cases (n = 12) and pediatric other neurologic disease controls (n = 54) were analyzed with VirScan with a subset (n = 9 and n = 50) validated by ELISA. RESULTS: mNGS detected EV in all samples positive by quantitative reverse transcription polymerase chain reaction (qRT-PCR) (n = 25). In qRT-PCR-negative samples (n = 35), mNGS found virus in 23% (n = 8, 3 CSF samples). Overall, mNGS enhanced EV detection from 42% (25/60) to 57% (33/60) (p-value = 0.013). VirScan and ELISA increased detection to 92% (11/12) compared with 46% (4/12) for CSF mNGS and qRT-PCR (p-value = 0.023). Phylogenetic analysis confirmed the EV-A71 strain clustered with a neurovirulent German EV-A71. A single amino acid substitution (S241P) in the EVA71 VP1 protein was exclusive to the CNS in one subject. CONCLUSION: mNGS with VirScan significantly increased the CNS detection of EVs relative to qRT-PCR, and the latter generated an antigenic profile of the acute EV-A71 immune response. Genomic analysis confirmed the close relation of the outbreak EV-A71 and neuroinvasive German EV-A71. A S241P substitution in VP1 was found exclusively in the CSF.
- Published
- 2020
3. High-yield production of recombinant human myelin oligodendrocyte glycoprotein in SHuffle bacteria without a refolding step.
- Author
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Wu W, Gupta S, Sagan SA, Moseley CE, Zamvil SS, and Pak JE
- Abstract
Experimental autoimmune encephalomyelitis (EAE) is a model for central nervous system (CNS) autoimmune demyelinating diseases such as multiple sclerosis (MS) and MOG antibody-associated disease (MOGAD). Immunization with the extracellular domain of recombinant human MOG (rhMOG), which contains pathogenic antibody and T cell epitopes, induces B cell-dependent EAE for studies in mice. However, these studies have been hampered by rhMOG availability due to its insolubility when overexpressed in bacterial cells, and the requirement for inefficient denaturation and refolding. Here, we describe a new protocol for the high-yield production of soluble rhMOG in SHuffle cells, a commercially available E. coli strain engineered to facilitate disulfide bond formation in the cytoplasm. SHuffle cells can produce a soluble fraction of rhMOG yielding >100 mg/L. Analytical size exclusion chromatography multi-angle light scattering (SEC-MALS) and differential scanning fluorimetry of purified rhMOG reveals a homogeneous monomer with a high melting temperature, indicative of a well-folded protein. An in vitro proliferation assay establishes that purified rhMOG can be processed and recognized by T cells expressing a T cell receptor (TCR) specific for the immunodominant MOG
35 - 55 peptide epitope. Lastly, immunization of wild-type, but not B cell deficient, mice with rhMOG resulted in robust induction of EAE, indicating a B cell-dependent induction. Our SHuffle cell method greatly simplifies rhMOG production by combining the high yield and speed of bacterial cell expression with enhanced disulfide bond formation and folding, which will enable further investigation of B cell-dependent EAE and expand human research of MOG in CNS demyelinating diseases., Competing Interests: Declaration of competing interest None., (Copyright © 2024. Published by Elsevier B.V.)- Published
- 2024
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4. Open-source milligram-scale, four channel, automated protein purification system.
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Puccinelli RR, Sama SS, Worthington CM, Puschnik AS, Pak JE, and Gómez-Sjöberg R
- Subjects
- Animals, SARS-CoV-2, Recombinant Proteins metabolism, Software, Programming Languages, Spike Glycoprotein, Coronavirus metabolism, Mammals, Coronavirus 229E, Human, Coronavirus OC43, Human
- Abstract
Liquid chromatography purification of multiple recombinant proteins, in parallel, could catalyze research and discovery if the processes are fast and approach the robustness of traditional, "one-protein-at-a-time" purification. Here, we report an automated, four channel chromatography platform that we have designed and validated for parallelized protein purification at milligram scales. The device can purify up to four proteins (each with its own single column), has inputs for up to eight buffers or solvents that can be directed to any of the four columns via a network of software-driven valves, and includes an automated fraction collector with ten positions for 1.5 or 5.0 mL collection tubes and four positions for 50 mL collection tubes for each column output. The control software can be accessed either via Python scripting, giving users full access to all steps of the purification process, or via a simple-to-navigate touch screen graphical user interface that does not require knowledge of the command line or any programming language. Using our instrument, we report milligram-scale, parallelized, single-column purification of a panel of mammalian cell expressed coronavirus (SARS-CoV-2, HCoV-229E, HCoV-OC43, HCoV-229E) trimeric Spike and monomeric Receptor Binding Domain (RBD) antigens, and monoclonal antibodies targeting SARS-CoV-2 Spike (S) and Influenza Hemagglutinin (HA). We include a detailed hardware build guide, and have made the controlling software open source, to allow others to build and customize their own protein purifier systems., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2024 Puccinelli et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
- Published
- 2024
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5. Efficient evolution of human antibodies from general protein language models.
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Hie BL, Shanker VR, Xu D, Bruun TUJ, Weidenbacher PA, Tang S, Wu W, Pak JE, and Kim PS
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- Humans, Neutralization Tests, SARS-CoV-2 genetics, Mutation, Antibodies, Viral genetics, Antibodies, Neutralizing chemistry
- Abstract
Natural evolution must explore a vast landscape of possible sequences for desirable yet rare mutations, suggesting that learning from natural evolutionary strategies could guide artificial evolution. Here we report that general protein language models can efficiently evolve human antibodies by suggesting mutations that are evolutionarily plausible, despite providing the model with no information about the target antigen, binding specificity or protein structure. We performed language-model-guided affinity maturation of seven antibodies, screening 20 or fewer variants of each antibody across only two rounds of laboratory evolution, and improved the binding affinities of four clinically relevant, highly mature antibodies up to sevenfold and three unmatured antibodies up to 160-fold, with many designs also demonstrating favorable thermostability and viral neutralization activity against Ebola and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pseudoviruses. The same models that improve antibody binding also guide efficient evolution across diverse protein families and selection pressures, including antibiotic resistance and enzyme activity, suggesting that these results generalize to many settings., (© 2023. The Author(s).)
- Published
- 2024
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6. MultiSero: An Open-Source Multiplex-ELISA Platform for Measuring Antibody Responses to Infection.
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Byrum JR, Waltari E, Janson O, Guo SM, Folkesson J, Chhun BB, Vinden J, Ivanov IE, Forst ML, Li H, Larson AG, Blackmon L, Liu Z, Wu W, Ahyong V, Tato CM, McCutcheon KM, Hoh R, Kelly JD, Martin JN, Peluso MJ, Henrich TJ, Deeks SG, Prakash M, Greenhouse B, Mehta SB, and Pak JE
- Abstract
A multiplexed enzyme-linked immunosorbent assay (ELISA) that simultaneously measures antibody binding to multiple antigens can extend the impact of serosurveillance studies, particularly if the assay approaches the simplicity, robustness, and accuracy of a conventional single-antigen ELISA. Here, we report on the development of multiSero, an open-source multiplex ELISA platform for measuring antibody responses to viral infection. Our assay consists of three parts: (1) an ELISA against an array of proteins in a 96-well format; (2) automated imaging of each well of the ELISA array using an open-source plate reader; and (3) automated measurement of optical densities for each protein within the array using an open-source analysis pipeline. We validated the platform by comparing antibody binding to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) antigens in 217 human sera samples, showing high sensitivity (0.978), specificity (0.977), positive predictive value (0.978), and negative predictive value (0.977) for classifying seropositivity, a high correlation of multiSero determined antibody titers with commercially available SARS-CoV-2 antibody tests, and antigen-specific changes in antibody titer dynamics upon vaccination. The open-source format and accessibility of our multiSero platform can contribute to the adoption of multiplexed ELISA arrays for serosurveillance studies, for SARS-CoV-2 and other pathogens of significance.
- Published
- 2023
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7. CAR-T Cell-Mediated B-Cell Depletion in Central Nervous System Autoimmunity.
- Author
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Gupta S, Simic M, Sagan SA, Shepherd C, Duecker J, Sobel RA, Dandekar R, Wu GF, Wu W, Pak JE, Hauser SL, Lim W, Wilson MR, and Zamvil SS
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- Animals, Humans, Mice, Antibodies, Monoclonal, Antigens, CD19, Autoimmunity, Central Nervous System, Mice, Inbred C57BL, Multiple Sclerosis drug therapy, Myelin-Oligodendrocyte Glycoprotein, T-Lymphocytes, B-Lymphocytes, Encephalomyelitis, Autoimmune, Experimental drug therapy, Immunotherapy, Adoptive
- Abstract
Background and Objectives: Anti-CD20 monoclonal antibody (mAb) B-cell depletion is a remarkably successful multiple sclerosis (MS) treatment. Chimeric antigen receptor (CAR)-T cells, which target antigens in a non-major histocompatibility complex (MHC)-restricted manner, can penetrate tissues more thoroughly than mAbs. However, a previous study indicated that anti-CD19 CAR-T cells can paradoxically exacerbate experimental autoimmune encephalomyelitis (EAE) disease. We tested anti-CD19 CAR-T cells in a B-cell-dependent EAE model that is responsive to anti-CD20 B-cell depletion similar to the clinical benefit of anti-CD20 mAb treatment in MS., Methods: Anti-CD19 CAR-T cells or control cells that overexpressed green fluorescent protein were transferred into C57BL/6 mice pretreated with cyclophosphamide (Cy). Mice were immunized with recombinant human (rh) myelin oligodendrocyte protein (MOG), which causes EAE in a B-cell-dependent manner. Mice were evaluated for B-cell depletion, clinical and histologic signs of EAE, and immune modulation., Results: Clinical scores and lymphocyte infiltration were reduced in mice treated with either anti-CD19 CAR-T cells with Cy or control cells with Cy, but not with Cy alone. B-cell depletion was observed in peripheral lymphoid tissue and in the CNS of mice treated with anti-CD19 CAR-T cells with Cy pretreatment. Th1 or Th17 populations did not differ in anti-CD19 CAR-T cell, control cell-treated animals, or Cy alone., Discussion: In contrast to previous data showing that anti-CD19 CAR-T cell treatment exacerbated EAE, we observed that anti-CD19 CAR-T cells ameliorated EAE. In addition, anti-CD19 CAR-T cells thoroughly depleted B cells in peripheral tissues and in the CNS. However, the clinical benefit occurred independently of antigen specificity or B-cell depletion., (Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology.)
- Published
- 2023
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8. SARS-CoV-2 Spike triggers barrier dysfunction and vascular leak via integrins and TGF-β signaling.
- Author
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Biering SB, Gomes de Sousa FT, Tjang LV, Pahmeier F, Zhu C, Ruan R, Blanc SF, Patel TS, Worthington CM, Glasner DR, Castillo-Rojas B, Servellita V, Lo NTN, Wong MP, Warnes CM, Sandoval DR, Clausen TM, Santos YA, Fox DM, Ortega V, Näär AM, Baric RS, Stanley SA, Aguilar HC, Esko JD, Chiu CY, Pak JE, Beatty PR, and Harris E
- Subjects
- Humans, Angiotensin-Converting Enzyme 2, Spike Glycoprotein, Coronavirus genetics, Endothelial Cells, Integrins, Peptidyl-Dipeptidase A genetics, Transforming Growth Factor beta, SARS-CoV-2, COVID-19
- Abstract
Severe COVID-19 is associated with epithelial and endothelial barrier dysfunction within the lung as well as in distal organs. While it is appreciated that an exaggerated inflammatory response is associated with barrier dysfunction, the triggers of vascular leak are unclear. Here, we report that cell-intrinsic interactions between the Spike (S) glycoprotein of SARS-CoV-2 and epithelial/endothelial cells are sufficient to induce barrier dysfunction in vitro and vascular leak in vivo, independently of viral replication and the ACE2 receptor. We identify an S-triggered transcriptional response associated with extracellular matrix reorganization and TGF-β signaling. Using genetic knockouts and specific inhibitors, we demonstrate that glycosaminoglycans, integrins, and the TGF-β signaling axis are required for S-mediated barrier dysfunction. Notably, we show that SARS-CoV-2 infection caused leak in vivo, which was reduced by inhibiting integrins. Our findings offer mechanistic insight into SARS-CoV-2-triggered vascular leak, providing a starting point for development of therapies targeting COVID-19., (© 2022. The Author(s).)
- Published
- 2022
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9. Converting non-neutralizing SARS-CoV-2 antibodies into broad-spectrum inhibitors.
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Weidenbacher PA, Waltari E, de Los Rios Kobara I, Bell BN, Morris MK, Cheng YC, Hanson C, Pak JE, and Kim PS
- Subjects
- Humans, Angiotensin-Converting Enzyme 2, SARS-CoV-2, Antibodies, Neutralizing, Spike Glycoprotein, Coronavirus metabolism, Antibodies, Viral metabolism, Peptidyl-Dipeptidase A metabolism, Epitopes, Antibodies, Monoclonal pharmacology, Antibodies, Monoclonal therapeutic use, Biological Products, COVID-19 Drug Treatment
- Abstract
Omicron and its subvariants have rendered most authorized monoclonal antibody-based treatments for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ineffective, highlighting the need for biologics capable of overcoming SARS-CoV-2 evolution. These mostly ineffective antibodies target variable epitopes. Here we describe broad-spectrum SARS-CoV-2 inhibitors developed by tethering the SARS-CoV-2 receptor, angiotensin-converting enzyme 2 (ACE2), to known non-neutralizing antibodies that target highly conserved epitopes in the viral spike protein. These inhibitors, called receptor-blocking conserved non-neutralizing antibodies (ReconnAbs), potently neutralize all SARS-CoV-2 variants of concern (VOCs), including Omicron. Neutralization potency is lost when the linker joining the binding and inhibitory ReconnAb components is severed. In addition, a bi-functional ReconnAb, made by linking ACE2 to a bi-specific antibody targeting two non-overlapping conserved epitopes, defined here, shows sub-nanomolar neutralizing activity against all VOCs, including Omicron and BA.2. Given their conserved targets and modular nature, ReconnAbs have the potential to act as broad-spectrum therapeutics against SARS-CoV-2 and other emerging pandemic diseases., (© 2022. The Author(s).)
- Published
- 2022
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10. AIRRscape: An interactive tool for exploring B-cell receptor repertoires and antibody responses.
- Author
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Waltari E, Nafees S, McCutcheon KM, Wong J, and Pak JE
- Subjects
- Antibodies, Monoclonal, High-Throughput Nucleotide Sequencing, Humans, Receptors, Antigen, B-Cell genetics, SARS-CoV-2 genetics, Antibody Formation, COVID-19
- Abstract
The sequencing of antibody repertoires of B-cells at increasing coverage and depth has led to the identification of vast numbers of immunoglobulin heavy and light chains. However, the size and complexity of these Adaptive Immune Receptor Repertoire sequencing (AIRR-seq) datasets makes it difficult to perform exploratory analyses. To aid in data exploration, we have developed AIRRscape, an R Shiny-based interactive web browser application that enables B-cell receptor (BCR) and antibody feature discovery through comparisons among multiple repertoires. Using AIRR-seq data as input, AIRRscape starts by aggregating and sorting repertoires into interactive and explorable bins of germline V-gene, germline J-gene, and CDR3 length, providing a high-level view of the entire repertoire. Interesting subsets of repertoires can be quickly identified and selected, and then network topologies of CDR3 motifs can be generated for further exploration. Here we demonstrate AIRRscape using patient BCR repertoires and sequences of published monoclonal antibodies to investigate patterns of humoral immunity to three viral pathogens: SARS-CoV-2, HIV-1, and DENV (dengue virus). AIRRscape reveals convergent antibody sequences among datasets for all three pathogens, although HIV-1 antibody datasets display limited convergence and idiosyncratic responses. We have made AIRRscape available as a web-based Shiny application, along with code on GitHub to encourage its open development and use by immuno-informaticians, virologists, immunologists, vaccine developers, and other scientists that are interested in exploring and comparing multiple immune receptor repertoires., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2022
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11. A Single-Component Luminescent Biosensor for the SARS-CoV-2 Spike Protein.
- Author
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Ravalin M, Roh H, Suryawanshi R, Kumar GR, Pak JE, Ott M, and Ting AY
- Subjects
- Humans, SARS-CoV-2, Spike Glycoprotein, Coronavirus metabolism, Biosensing Techniques, COVID-19
- Abstract
Many existing protein detection strategies depend on highly functionalized antibody reagents. A simpler and easier to produce class of detection reagent is highly desirable. We designed a single-component, recombinant, luminescent biosensor that can be expressed in laboratory strains of Escherichia coli and Saccharomyces cerevisiae . This biosensor is deployed in multiple homogeneous and immobilized assay formats to detect recombinant SARS-CoV-2 spike antigen and cultured virus. The chemiluminescent signal generated facilitates detection by an unaugmented cell phone camera. Binding-activated tandem split-enzyme (BAT) biosensors may serve as a useful template for diagnostics and reagents that detect SARS-CoV-2 antigens and other proteins of interest.
- Published
- 2022
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12. Inhibitory effect of membrane‑free stem cell components derived from adipose tissues on skin inflammation in keratinocytes.
- Author
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Ha SE, Vetrivel P, Kim SM, Bhosale PB, Kim HH, Pak JE, Heo JD, Kim YS, and Kim GS
- Subjects
- Cell Line, Cell Survival drug effects, Collagen metabolism, Elastin metabolism, Fibroblasts drug effects, Fibroblasts metabolism, Humans, Interferon-gamma pharmacology, Interleukin-6 metabolism, Janus Kinase 2 metabolism, Keratinocytes drug effects, Mitogen-Activated Protein Kinases metabolism, NF-kappa B metabolism, Phosphorylation drug effects, STAT3 Transcription Factor metabolism, Signal Transduction drug effects, Skin drug effects, Tumor Necrosis Factor-alpha pharmacology, Adipose Tissue chemistry, Inflammation metabolism, Keratinocytes metabolism, Stem Cells metabolism
- Abstract
Inflammatory disorders of the skin are major public health concerns due to constant exposure to external stimuli. Skin cells are associated with prominent immune mechanisms to defend against adverse reactions. In the present study, the anti‑inflammatory properties of membrane‑free stem cell components (MFSCC) from adipose tissue‑derived stem cells (ADSCs) and their basic preventive effects on skin wrinkle formation using human keratinocytes (HaCaT) and fibroblast (Detroit 551) cells, were investigated. Initially, a human inflammation antibody array was used on tumor necrosis factor‑α (TNF‑α)/interferon‑γ (IFN‑γ)‑induced and MFSCC‑treated HaCaT cells. Array spots revealed three differential proteins, interleukin (IL)‑1 F1 (IL‑1α), IL‑6, and TIMP2. Of these three proteins, IL‑6 was significantly downregulated by MFSCC treatment. Western blot analysis revealed that IL‑6 and its key downstream proteins JAK2 and STAT3 were suppressed in MFSCC‑treated HaCaT cells. Further analysis revealed that MFSCC decreased the expression of TNF‑α/IFN‑γ‑induced phosphorylated (p)‑IκB‑α, p‑p65, p‑JNK, p‑ERK, and p‑p38 by inhibiting the activation of MAPK and NF‑κB pathways. Treatment of Detroit 551 cells with MFSCC increased COL1A1 and elastin but suppressed matrix metalloproteinase (MMP)‑1 and MMP‑8 protein expression levels. Collectively, these data indicated that MFSCC exhibited a primary inhibitory effect on inflammation and wrinkle formation in skin. These results provide a basis for further extensive studies and application of MFSCC in treating skin inflammatory disorders.
- Published
- 2022
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13. The SARS-CoV-2 spike reversibly samples an open-trimer conformation exposing novel epitopes.
- Author
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Costello SM, Shoemaker SR, Hobbs HT, Nguyen AW, Hsieh CL, Maynard JA, McLellan JS, Pak JE, and Marqusee S
- Subjects
- Antibodies, Neutralizing, COVID-19 Vaccines, Cryoelectron Microscopy, Epitopes, Humans, Protein Conformation, SARS-CoV-2, COVID-19, Spike Glycoprotein, Coronavirus chemistry
- Abstract
Current COVID-19 vaccines and many clinical diagnostics are based on the structure and function of the SARS-CoV-2 spike ectodomain. Using hydrogen-deuterium exchange monitored by mass spectrometry, we have uncovered that, in addition to the prefusion structure determined by cryo-electron microscopy, this protein adopts an alternative conformation that interconverts slowly with the canonical prefusion structure. This new conformation-an open trimer-contains easily accessible receptor-binding domains. It exposes the conserved trimer interface buried in the prefusion conformation, thus exposing potential epitopes for pan-coronavirus antibody and ligand recognition. The population of this state and kinetics of interconversion are modulated by temperature, receptor binding, antibody binding, and sequence variants observed in the natural population. Knowledge of the structure and populations of this conformation will help improve existing diagnostics, therapeutics, and vaccines., (© 2022. The Author(s), under exclusive licence to Springer Nature America, Inc.)
- Published
- 2022
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14. SARS-CoV-2 Spike triggers barrier dysfunction and vascular leak via integrins and TGF-β signaling.
- Author
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Biering SB, de Sousa FTG, Tjang LV, Pahmeier F, Ruan R, Blanc SF, Patel TS, Worthington CM, Glasner DR, Castillo-Rojas B, Servellita V, Lo NTN, Wong MP, Warnes CM, Sandoval DR, Clausen TM, Santos YA, Ortega V, Aguilar HC, Esko JD, Chui CY, Pak JE, Beatty PR, and Harris E
- Abstract
Severe COVID-19 is associated with epithelial and endothelial barrier dysfunction within the lung as well as in distal organs. While it is appreciated that an exaggerated inflammatory response is associated with barrier dysfunction, the triggers of this pathology are unclear. Here, we report that cell-intrinsic interactions between the Spike (S) glycoprotein of SARS-CoV-2 and epithelial/endothelial cells are sufficient to trigger barrier dysfunction in vitro and vascular leak in vivo , independently of viral replication and the ACE2 receptor. We identify an S-triggered transcriptional response associated with extracellular matrix reorganization and TGF-β signaling. Using genetic knockouts and specific inhibitors, we demonstrate that glycosaminoglycans, integrins, and the TGF-β signaling axis are required for S-mediated barrier dysfunction. Our findings suggest that S interactions with barrier cells are a contributing factor to COVID-19 disease severity and offer mechanistic insight into SARS-CoV-2 triggered vascular leak, providing a starting point for development of therapies targeting COVID-19 pathogenesis.
- Published
- 2021
- Full Text
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15. Author Correction: Pan-viral serology implicates enteroviruses in acute flaccid myelitis.
- Author
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Schubert RD, Hawes IA, Ramachandran PS, Ramesh A, Crawford ED, Pak JE, Wu W, Cheung CK, O'Donovan BD, Tato CM, Lyden A, Tan M, Sit R, Sowa GM, Sample HA, Zorn KC, Banerji D, Khan LM, Bove R, Hauser SL, Gelfand AA, Johnson-Kerner BL, Nash K, Krishnamoorthy KS, Chitnis T, Ding JZ, McMillan HJ, Chiu CY, Briggs B, Glaser CA, Yen C, Chu V, Wadford DA, Dominguez SR, Ng TFF, Marine RL, Lopez AS, Nix WA, Soldatos A, Gorman MP, Benson L, Messacar K, Konopka-Anstadt JL, Oberste MS, DeRisi JL, and Wilson MR
- Published
- 2021
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16. SARS-CoV-2 antibody magnitude and detectability are driven by disease severity, timing, and assay.
- Author
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Peluso MJ, Takahashi S, Hakim J, Kelly JD, Torres L, Iyer NS, Turcios K, Janson O, Munter SE, Thanh C, Donatelli J, Nixon CC, Hoh R, Tai V, Fehrman EA, Hernandez Y, Spinelli MA, Gandhi M, Palafox MA, Vallari A, Rodgers MA, Prostko J, Hackett J Jr, Trinh L, Wrin T, Petropoulos CJ, Chiu CY, Norris PJ, DiGermanio C, Stone M, Busch MP, Elledge SK, Zhou XX, Wells JA, Shu A, Kurtz TW, Pak JE, Wu W, Burbelo PD, Cohen JI, Rutishauser RL, Martin JN, Deeks SG, Henrich TJ, Rodriguez-Barraquer I, and Greenhouse B
- Abstract
Interpretation of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) serosurveillance studies is limited by poorly defined performance of antibody assays over time in individuals with different clinical presentations. We measured antibody responses in plasma samples from 128 individuals over 160 days using 14 assays. We found a consistent and strong effect of disease severity on antibody magnitude, driven by fever, cough, hospitalization, and oxygen requirement. Responses to spike protein versus nucleocapsid had consistently higher correlation with neutralization. Assays varied substantially in sensitivity during early convalescence and time to seroreversion. Variability was dramatic for individuals with mild infection, who had consistently lower antibody titers, with sensitivities at 6 months ranging from 33 to 98% for commercial assays. Thus, the ability to detect previous infection by SARS-CoV-2 is highly dependent on infection severity, timing, and the assay used. These findings have important implications for the design and interpretation of SARS-CoV-2 serosurveillance studies., (Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY).)
- Published
- 2021
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17. Citywide serosurveillance of the initial SARS-CoV-2 outbreak in San Francisco using electronic health records.
- Author
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Routledge I, Epstein A, Takahashi S, Janson O, Hakim J, Duarte E, Turcios K, Vinden J, Sujishi K, Rangel J, Coh M, Besana L, Ho WK, Oon CY, Ong CM, Yun C, Lynch K, Wu AHB, Wu W, Karlon W, Thornborrow E, Peluso MJ, Henrich TJ, Pak JE, Briggs J, Greenhouse B, and Rodriguez-Barraquer I
- Subjects
- Adult, Aged, Aged, 80 and over, Child, Child, Preschool, Female, Humans, Infant, Infant, Newborn, Male, Middle Aged, Pandemics, SARS-CoV-2 isolation & purification, San Francisco epidemiology, Seroepidemiologic Studies, Young Adult, COVID-19 epidemiology, Electronic Health Records statistics & numerical data
- Abstract
Serosurveillance provides a unique opportunity to quantify the proportion of the population that has been exposed to pathogens. Here, we developed and piloted Serosurveillance for Continuous, ActionabLe Epidemiologic Intelligence of Transmission (SCALE-IT), a platform through which we systematically tested remnant samples from routine blood draws in two major hospital networks in San Francisco for SARS-CoV-2 antibodies during the early months of the pandemic. Importantly, SCALE-IT allows for algorithmic sample selection and rich data on covariates by leveraging electronic health record data. We estimated overall seroprevalence at 4.2%, corresponding to a case ascertainment rate of only 4.9%, and identified important heterogeneities by neighborhood, homelessness status, and race/ethnicity. Neighborhood seroprevalence estimates from SCALE-IT were comparable to local community-based surveys, while providing results encompassing the entire city that have been previously unavailable. Leveraging this hybrid serosurveillance approach has strong potential for application beyond this local context and for diseases other than SARS-CoV-2.
- Published
- 2021
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18. multiSero: open multiplex-ELISA platform for analyzing antibody responses to SARS-CoV-2 infection.
- Author
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Byrum JR, Waltari E, Janson O, Guo SM, Folkesson J, Chhun BB, Vinden J, Ivanov IE, Forst ML, Li H, Larson AG, Wu W, Tato CM, McCutcheon KM, Peluso MJ, Henrich TJ, Deeks SG, Prakash M, Greenhouse B, Pak JE, and Mehta SB
- Abstract
Serology has provided valuable diagnostic and epidemiological data on antibody responses to SARS-CoV-2 in diverse patient cohorts. Deployment of high content, multiplex serology platforms across the world, including in low and medium income countries, can accelerate longitudinal epidemiological surveys. Here we report multiSero, an open platform to enable multiplex serology with up to 48 antigens in a 96-well format. The platform consists of three components: ELISA-array of printed proteins, a commercial or home-built plate reader, and modular python software for automated analysis (pysero). We validate the platform by comparing antibody titers against the SARS-CoV-2 Spike, receptor binding domain (RBD), and nucleocapsid (N) in 114 sera from COVID-19 positive individuals and 87 pre-pandemic COVID-19 negative sera. We report data with both a commercial plate reader and an inexpensive, open plate reader (nautilus). Receiver operating characteristic (ROC) analysis of classification with single antigens shows that Spike and RBD classify positive and negative sera with the highest sensitivity at a given specificity. The platform distinguished positive sera from negative sera when the reactivity of the sera was equivalent to the binding of 1 ng mL
âˆ'1 RBD-specific monoclonal antibody. We developed normalization and classification methods to pool antibody responses from multiple antigens and multiple experiments. Our results demonstrate a performant and accessible pipeline for multiplexed ELISA ready for multiple applications, including serosurveillance, identification of viral proteins that elicit antibody responses, differential diagnosis of circulating pathogens, and immune responses to vaccines.- Published
- 2021
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19. Rapid SARS-CoV-2 Spike Protein Detection by Carbon Nanotube-Based Near-Infrared Nanosensors.
- Author
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Pinals RL, Ledesma F, Yang D, Navarro N, Jeong S, Pak JE, Kuo L, Chuang YC, Cheng YW, Sun HY, and Landry MP
- Subjects
- Angiotensin-Converting Enzyme 2 metabolism, Antigens, Viral analysis, Humans, Immobilized Proteins metabolism, Nanotechnology, Pandemics, Protein Binding, SARS-CoV-2 immunology, Spectrometry, Fluorescence, Spike Glycoprotein, Coronavirus immunology, Spike Glycoprotein, Coronavirus metabolism, Biosensing Techniques methods, COVID-19 diagnosis, COVID-19 virology, COVID-19 Testing methods, Nanotubes, Carbon, SARS-CoV-2 chemistry, Spike Glycoprotein, Coronavirus analysis
- Abstract
To effectively track and eliminate COVID-19, it is critical to develop tools for rapid and accessible diagnosis of actively infected individuals. Here, we introduce a single-walled carbon nanotube (SWCNT)-based optical sensing approach toward this end. We construct a nanosensor based on SWCNTs noncovalently functionalized with ACE2, a host protein with high binding affinity for the SARS-CoV-2 spike protein. The presence of the SARS-CoV-2 spike protein elicits a robust, 2-fold nanosensor fluorescence increase within 90 min of spike protein exposure. We characterize the nanosensor stability and sensing mechanism and passivate the nanosensor to preserve sensing response in saliva and viral transport medium. We further demonstrate that these ACE2-SWCNT nanosensors retain sensing capacity in a surface-immobilized format, exhibiting a 73% fluorescence turn-on response within 5 s of exposure to 35 mg/L SARS-CoV-2 virus-like particles. Our data demonstrate that ACE2-SWCNT nanosensors can be developed into an optical tool for rapid SARS-CoV-2 detection.
- Published
- 2021
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20. Citywide serosurveillance of the initial SARS-CoV-2 outbreak in San Francisco.
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Routledge I, Epstein A, Takahashi S, Janson O, Hakim J, Duarte E, Turcios K, Vinden J, Sujishi K, Rangel J, Coh M, Besana L, Ho WK, Oon CY, Ong CM, Yun C, Lynch K, Wu AHB, Wu W, Karlon W, Thornborrow E, Peluso MJ, Henrich TJ, Pak JE, Briggs J, Greenhouse B, and Rodriguez-Barraquer I
- Abstract
Serosurveillance provides a unique opportunity to quantify the proportion of the population that has been exposed to pathogens. Here, we developed and piloted Serosurveillance for Continuous, ActionabLe Epidemiologic Intelligence of Transmission (SCALE-IT), a platform through which we systematically tested remnant samples from routine blood draws in two major hospital networks in San Francisco for SARS-CoV-2 antibodies during the early months of the pandemic. Importantly, SCALE-IT allows for algorithmic sample selection and rich data on covariates by leveraging electronic medical record data. We estimated overall seroprevalence at 4.2%, corresponding to a case ascertainment rate of only 4.9%, and identified important heterogeneities by neighborhood, homelessness status, and race/ethnicity. Neighborhood seroprevalence estimates from SCALE-IT were comparable to local community-based surveys, while providing results encompassing the entire city that have been previously unavailable. Leveraging this hybrid serosurveillance approach has strong potential for application beyond this local context and for diseases other than SARS-CoV-2.
- Published
- 2021
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21. A Single Immunization with Spike-Functionalized Ferritin Vaccines Elicits Neutralizing Antibody Responses against SARS-CoV-2 in Mice.
- Author
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Powell AE, Zhang K, Sanyal M, Tang S, Weidenbacher PA, Li S, Pham TD, Pak JE, Chiu W, and Kim PS
- Abstract
The development of a safe and effective SARS-CoV-2 vaccine is a public health priority. We designed subunit vaccine candidates using self-assembling ferritin nanoparticles displaying one of two multimerized SARS-CoV-2 spikes: full-length ectodomain (S-Fer) or a C-terminal 70 amino-acid deletion (SΔC-Fer). Ferritin is an attractive nanoparticle platform for production of vaccines, and ferritin-based vaccines have been investigated in humans in two separate clinical trials. We confirmed proper folding and antigenicity of spike on the surface of ferritin by cryo-EM and binding to conformation-specific monoclonal antibodies. After a single immunization of mice with either of the two spike ferritin particles, a lentiviral SARS-CoV-2 pseudovirus assay revealed mean neutralizing antibody titers at least 2-fold greater than those in convalescent plasma from COVID-19 patients. Additionally, a single dose of SΔC-Fer elicited significantly higher neutralizing responses as compared to immunization with the spike receptor binding domain (RBD) monomer or spike ectodomain trimer alone. After a second dose, mice immunized with SΔC-Fer exhibited higher neutralizing titers than all other groups. Taken together, these results demonstrate that multivalent presentation of SARS-CoV-2 spike on ferritin can notably enhance elicitation of neutralizing antibodies, thus constituting a viable strategy for single-dose vaccination against COVID-19., Competing Interests: The authors declare the following competing financial interest(s): A.E.P., P.A.W., and P.S.K. are named as inventors on a provisional patent application applied for by Stanford University and the Chan Zuckerberg Biohub on immunogenic coronavirus fusion proteins and related methods., (© 2021 The Authors. Published by American Chemical Society.)
- Published
- 2021
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22. Association between chronic liver disease and clinical outcomes in out-of-hospital cardiac arrest.
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Pak JE, Kim KH, Shin SD, Song KJ, Hong KJ, Ro YS, and Park JH
- Subjects
- Adult, Humans, Registries, Retrospective Studies, Cardiopulmonary Resuscitation, Emergency Medical Services, Liver Diseases complications, Liver Diseases epidemiology, Out-of-Hospital Cardiac Arrest therapy
- Abstract
Objectives: Out-of-hospital cardiac arrest (OHCA) and chronic liver disease (CLD) are global health issues. The purpose of this study is to evaluate the association between chronic liver disease and clinical outcomes in OHCA., Methods: A retrospective observation study, using a nationwide population-based OHCA registry, was conducted. Adult patients with cardiac OHCAs who were treated by emergency medical service (EMS) providers between January 2013 and December 2015 were screened. The main exposure was the status of chronic liver disease that had been diagnosed before OHCA, categorized into three groups: no CLD, CLD without cirrhosis, and CLD with cirrhosis. Multivariable logistic regression analysis for survival and neurologic recovery were conducted to calculate the adjusted odds ratio (AOR) and confidence intervals (CIs). Interaction analysis for age, gender were performed and sensitivity analysis by imputation for main exposure missing was also., Result: A total of 8844 eligible OHCA patients were enrolled. There were 361 (4.1%) patients in the CLD without cirrhosis group and 1323 (15%) patients in the CLD with cirrhosis group. Compared to no CLD group, CLD with cirrhosis group was less likely to have favorable outcomes for good neurological recovery and survival to discharge. Patients with CLD but without cirrhosis showed similar associations in neurologic recovery and survival with those without CLD. In multivariable logistic regression analysis, the AOR and 95% CIs for good neurological outcome and survival to discharge were as below; good neurological outcome - 1.07 (0.70-1.64) for CLD without cirrhosis, 0.08 (0.04-0.16) for CLD with cirrhosis, survival to discharge - 1.01 (0.70-1.45) for CLD without cirrhosis, 0.13 (0.08-0.20) for CLD with cirrhosis. Same trends of association were demonstrated in interaction and imputation analysis., Conclusion: OHCA patients with liver cirrhosis showed poor clinical outcomes and CLD had no negative association unless they progressed to cirrhotic status., (Copyright © 2020 Elsevier B.V. All rights reserved.)
- Published
- 2021
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23. Rapid SARS-CoV-2 Detection by Carbon Nanotube-Based Near-Infrared Nanosensors.
- Author
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Pinals RL, Ledesma F, Yang D, Navarro N, Jeong S, Pak JE, Kuo L, Chuang YC, Cheng YW, Sun HY, and Landry MP
- Abstract
To effectively track and eliminate COVID-19, it is critical to develop tools for rapid and accessible diagnosis of actively infected individuals. Here, we introduce a single-walled carbon nanotube (SWCNT)-based optical sensing approach towards these ends. We construct a nanosensor based on SWCNTs noncovalently functionalized with ACE2, a host protein with high binding affinity for the SARS-CoV-2 spike protein. Presence of the SARS-CoV-2 spike protein elicits a robust, two-fold nanosensor fluorescence increase within 90 min of spike protein exposure. We characterize the nanosensor stability and sensing mechanism, and passivate the nanosensor to preserve sensing response in saliva and viral transport medium. We further demonstrate that these ACE2-SWCNT nanosensors retain sensing capacity in a surface-immobilized format, exhibiting a 73% fluorescence turn-on response within 5 s of exposure to 35 mg/L SARS-CoV-2 virus-like particles. Our data demonstrate that ACE2-SWCNT nanosensors can be developed into an optical tool for rapid SARS-CoV-2 detection.
- Published
- 2020
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24. A single immunization with spike-functionalized ferritin vaccines elicits neutralizing antibody responses against SARS-CoV-2 in mice.
- Author
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Powell AE, Zhang K, Sanyal M, Tang S, Weidenbacher PA, Li S, Pham TD, Pak JE, Chiu W, and Kim PS
- Abstract
Development of a safe and effective SARS-CoV-2 vaccine is a public health priority. We designed subunit vaccine candidates using self-assembling ferritin nanoparticles displaying one of two multimerized SARS-CoV-2 spikes: full-length ectodomain (S-Fer) or a C-terminal 70 amino-acid deletion (SΔC-Fer). Ferritin is an attractive nanoparticle platform for production of vaccines and ferritin-based vaccines have been investigated in humans in two separate clinical trials. We confirmed proper folding and antigenicity of spike on the surface of ferritin by cryo-EM and binding to conformation-specific monoclonal antibodies. After a single immunization of mice with either of the two spike ferritin particles, a lentiviral SARS-CoV-2 pseudovirus assay revealed mean neutralizing antibody titers at least 2-fold greater than those in convalescent plasma from COVID-19 patients. Additionally, a single dose of SΔC-Fer elicited significantly higher neutralizing responses as compared to immunization with the spike receptor binding domain (RBD) monomer or spike ectodomain trimer alone. After a second dose, mice immunized with SΔC-Fer exhibited higher neutralizing titers than all other groups. Taken together, these results demonstrate that multivalent presentation of SARS-CoV-2 spike on ferritin can notably enhance elicitation of neutralizing antibodies, thus constituting a viable strategy for single-dose vaccination against COVID-19.
- Published
- 2020
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25. Convergent antibody responses to SARS-CoV-2 in convalescent individuals.
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Robbiani DF, Gaebler C, Muecksch F, Lorenzi JCC, Wang Z, Cho A, Agudelo M, Barnes CO, Gazumyan A, Finkin S, Hägglöf T, Oliveira TY, Viant C, Hurley A, Hoffmann HH, Millard KG, Kost RG, Cipolla M, Gordon K, Bianchini F, Chen ST, Ramos V, Patel R, Dizon J, Shimeliovich I, Mendoza P, Hartweger H, Nogueira L, Pack M, Horowitz J, Schmidt F, Weisblum Y, Michailidis E, Ashbrook AW, Waltari E, Pak JE, Huey-Tubman KE, Koranda N, Hoffman PR, West AP Jr, Rice CM, Hatziioannou T, Bjorkman PJ, Bieniasz PD, Caskey M, and Nussenzweig MC
- Subjects
- Adolescent, Adult, Aged, Antibodies, Monoclonal analysis, Antibodies, Monoclonal immunology, Antibodies, Neutralizing analysis, Antibodies, Viral analysis, Antibody Specificity, COVID-19, COVID-19 Vaccines, Coronavirus Infections prevention & control, Enzyme-Linked Immunosorbent Assay, Female, Humans, Male, Middle Aged, Neutralization Tests, Pandemics, SARS-CoV-2, Spike Glycoprotein, Coronavirus chemistry, Spike Glycoprotein, Coronavirus immunology, Viral Vaccines immunology, Young Adult, Antibodies, Neutralizing immunology, Antibodies, Viral immunology, Betacoronavirus immunology, Coronavirus Infections immunology, Pneumonia, Viral immunology
- Abstract
During the coronavirus disease-2019 (COVID-19) pandemic, severe acute respiratory syndrome-related coronavirus-2 (SARS-CoV-2) has led to the infection of millions of people and has claimed hundreds of thousands of lives. The entry of the virus into cells depends on the receptor-binding domain (RBD) of the spike (S) protein of SARS-CoV-2. Although there is currently no vaccine, it is likely that antibodies will be essential for protection. However, little is known about the human antibody response to SARS-CoV-2
1-5 . Here we report on 149 COVID-19-convalescent individuals. Plasma samples collected an average of 39 days after the onset of symptoms had variable half-maximal pseudovirus neutralizing titres; titres were less than 50 in 33% of samples, below 1,000 in 79% of samples and only 1% of samples had titres above 5,000. Antibody sequencing revealed the expansion of clones of RBD-specific memory B cells that expressed closely related antibodies in different individuals. Despite low plasma titres, antibodies to three distinct epitopes on the RBD neutralized the virus with half-maximal inhibitory concentrations (IC50 values) as low as 2 ng ml-1 . In conclusion, most convalescent plasma samples obtained from individuals who recover from COVID-19 do not contain high levels of neutralizing activity. Nevertheless, rare but recurring RBD-specific antibodies with potent antiviral activity were found in all individuals tested, suggesting that a vaccine designed to elicit such antibodies could be broadly effective.- Published
- 2020
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26. Convergent Antibody Responses to SARS-CoV-2 Infection in Convalescent Individuals.
- Author
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Robbiani DF, Gaebler C, Muecksch F, Lorenzi JCC, Wang Z, Cho A, Agudelo M, Barnes CO, Gazumyan A, Finkin S, Hagglof T, Oliveira TY, Viant C, Hurley A, Hoffmann HH, Millard KG, Kost RG, Cipolla M, Gordon K, Bianchini F, Chen ST, Ramos V, Patel R, Dizon J, Shimeliovich I, Mendoza P, Hartweger H, Nogueira L, Pack M, Horowitz J, Schmidt F, Weisblum Y, Michailidis E, Ashbrook AW, Waltari E, Pak JE, Huey-Tubman KE, Koranda N, Hoffman PR, West AP Jr, Rice CM, Hatziioannou T, Bjorkman PJ, Bieniasz PD, Caskey M, and Nussenzweig MC
- Abstract
During the COVID-19 pandemic, SARS-CoV-2 infected millions of people and claimed hundreds of thousands of lives. Virus entry into cells depends on the receptor binding domain (RBD) of the SARS-CoV-2 spike protein (S). Although there is no vaccine, it is likely that antibodies will be essential for protection. However, little is known about the human antibody response to SARS-CoV-2
1-5 . Here we report on 149 COVID-19 convalescent individuals. Plasmas collected an average of 39 days after the onset of symptoms had variable half-maximal neutralizing titers ranging from undetectable in 33% to below 1:1000 in 79%, while only 1% showed titers >1:5000. Antibody cloning revealed expanded clones of RBD-specific memory B cells expressing closely related antibodies in different individuals. Despite low plasma titers, antibodies to three distinct epitopes on RBD neutralized at half-maximal inhibitory concentrations (IC50 s) as low as single digit ng/mL. Thus, most convalescent plasmas obtained from individuals who recover from COVID-19 do not contain high levels of neutralizing activity. Nevertheless, rare but recurring RBD-specific antibodies with potent antiviral activity were found in all individuals tested, suggesting that a vaccine designed to elicit such antibodies could be broadly effective., Competing Interests: Declaration of conflict: In connection with this work The Rockefeller University has filed a provisional patent application on which D.F.R. and M.C.N. are inventors.- Published
- 2020
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27. Broadly neutralizing human antibodies against dengue virus identified by single B cell transcriptomics.
- Author
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Durham ND, Agrawal A, Waltari E, Croote D, Zanini F, Fouch M, Davidson E, Smith O, Carabajal E, Pak JE, Doranz BJ, Robinson M, Sanz AM, Albornoz LL, Rosso F, Einav S, Quake SR, McCutcheon KM, and Goo L
- Subjects
- Antibodies, Neutralizing genetics, Antibodies, Viral genetics, DNA Mutational Analysis, Humans, Protein Binding, Viral Envelope Proteins metabolism, Antibodies, Neutralizing immunology, Antibodies, Viral immunology, B-Lymphocytes immunology, Dengue immunology, Dengue Virus immunology, Gene Expression Profiling
- Abstract
Eliciting broadly neutralizing antibodies (bNAbs) against the four dengue virus serotypes (DENV1-4) that are spreading into new territories is an important goal of vaccine design. To define bNAb targets, we characterized 28 antibodies belonging to expanded and hypermutated clonal families identified by transcriptomic analysis of single plasmablasts from DENV-infected individuals. Among these, we identified J9 and J8, two somatically related bNAbs that potently neutralized DENV1-4. Mutagenesis studies showed that the major recognition determinants of these bNAbs are in E protein domain I, distinct from the only known class of human bNAbs against DENV with a well-defined epitope. B cell repertoire analysis from acute-phase peripheral blood suggested that J9 and J8 followed divergent somatic hypermutation pathways, and that a limited number of mutations was sufficient for neutralizing activity. Our study suggests multiple B cell evolutionary pathways leading to DENV bNAbs targeting a new epitope that can be exploited for vaccine design., Competing Interests: ND, AA, OS, EC, JP, MR, AS, LA, FR No competing interests declared, EW, DC, FZ, SE, SQ, KM, LG Inventor of the following patent application, which is co-owned by the Chan Zuckerberg Biohub and Stanford University: PCT patent application entitled ANTIBODIES AGAINST DENGUE VIRUS AND RELATED METHODS, Serial no. PCT/US2019/045427, filed August 7, 2019, MF, ED Employee of Integral Molecular, BD Employee and shareholder of Integral Molecular, (© 2019, Durham et al.)
- Published
- 2019
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28. Proteome Profiling of Membrane-Free Stem Cell Components by Nano-LS/MS Analysis and Its Anti-Inflammatory Activity.
- Author
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Venkatarame Gowda Saralamma V, Vetrivel P, Kim SM, Ha SE, Lee HJ, Lee SJ, Kim YS, Pak JE, Lee HJ, Heo JD, and Kim GS
- Abstract
The use of adipose-derived stem cells (ADSCs) to enhance wound healing and tissue regeneration is progressively being accepted. Proteomic profiling of cultured ADSCs by mass spectrometry (MS) is a valuable tool to determine the identity of the proteins involved in multiple pathways, which make these ADSCs unique. In the current study, Nano-LC-MS/MS analysis was implemented on the membrane-free stem cell component (MFSCC), and the MS analysis revealed the presence of 252 proteins, that are involved in several biological functions, like metabolic process, biological regulation, developmental process, cell proliferation, and many more. Furthermore, bioinformatic analyses of the identified proteins in MFSCC found them to be involved in versatile pathways, like integrin pathway and wound healing response-related pathways. In addition, we also investigated the anti-inflammatory effects of MFSCC on lipopolysaccharide (LPS) stimulated mouse macrophage (RAW264.7) cells. The cell cytotoxicity of MFSCC was measured using MTT and LDH assays, the production of nitric oxide (NO) was measured by the Griess assay, and the protein expression levels of inducible nitric oxide (iNOS) and cyclooxygenase (COX-2) were examined by western blot analysis. The results showed that MFSCC concentrations ranging from 0.1 to 3 μ g/mL did not show any significant cytotoxicity in LPS-induced RAW264.7 cells. Treatment with MFSCC of LPS-stimulated RAW264.7 cells significantly suppressed the production of NO and the expression of iNOS and COX-2 proteins related to inflammation. The present findings lead to a better understanding of the therapeutic potential of MFSCC and strongly promote it for the future clinical development of novel non-cell-based stem cell therapeutics., Competing Interests: The authors declare that there are no conflicts of interest., (Copyright © 2019 Venu Venkatarame Gowda Saralamma et al.)
- Published
- 2019
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29. Pan-viral serology implicates enteroviruses in acute flaccid myelitis.
- Author
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Schubert RD, Hawes IA, Ramachandran PS, Ramesh A, Crawford ED, Pak JE, Wu W, Cheung CK, O'Donovan BD, Tato CM, Lyden A, Tan M, Sit R, Sowa GM, Sample HA, Zorn KC, Banerji D, Khan LM, Bove R, Hauser SL, Gelfand AA, Johnson-Kerner BL, Nash K, Krishnamoorthy KS, Chitnis T, Ding JZ, McMillan HJ, Chiu CY, Briggs B, Glaser CA, Yen C, Chu V, Wadford DA, Dominguez SR, Ng TFF, Marine RL, Lopez AS, Nix WA, Soldatos A, Gorman MP, Benson L, Messacar K, Konopka-Anstadt JL, Oberste MS, DeRisi JL, and Wilson MR
- Subjects
- Antibodies, Viral cerebrospinal fluid, Antibodies, Viral immunology, Antigens, Viral genetics, Antigens, Viral immunology, Central Nervous System Viral Diseases cerebrospinal fluid, Central Nervous System Viral Diseases epidemiology, Central Nervous System Viral Diseases virology, Child, Preschool, Enterovirus pathogenicity, Enterovirus Infections cerebrospinal fluid, Enterovirus Infections epidemiology, Enterovirus Infections virology, Female, Humans, Infant, Male, Myelitis cerebrospinal fluid, Myelitis epidemiology, Myelitis virology, Neuromuscular Diseases cerebrospinal fluid, Neuromuscular Diseases epidemiology, Neuromuscular Diseases virology, United States, Central Nervous System Viral Diseases genetics, Enterovirus genetics, Enterovirus Infections genetics, Myelitis genetics, Neuromuscular Diseases genetics, Seroepidemiologic Studies
- Abstract
Since 2012, the United States of America has experienced a biennial spike in pediatric acute flaccid myelitis (AFM)
1-6 . Epidemiologic evidence suggests non-polio enteroviruses (EVs) are a potential etiology, yet EV RNA is rarely detected in cerebrospinal fluid (CSF)2 . CSF from children with AFM (n = 42) and other pediatric neurologic disease controls (n = 58) were investigated for intrathecal antiviral antibodies, using a phage display library expressing 481,966 overlapping peptides derived from all known vertebrate and arboviruses (VirScan). Metagenomic next-generation sequencing (mNGS) of AFM CSF RNA (n = 20 cases) was also performed, both unbiased sequencing and with targeted enrichment for EVs. Using VirScan, the viral family significantly enriched by the CSF of AFM cases relative to controls was Picornaviridae, with the most enriched Picornaviridae peptides belonging to the genus Enterovirus (n = 29/42 cases versus 4/58 controls). EV VP1 ELISA confirmed this finding (n = 22/26 cases versus 7/50 controls). mNGS did not detect additional EV RNA. Despite rare detection of EV RNA, pan-viral serology frequently identified high levels of CSF EV-specific antibodies in AFM compared with controls, providing further evidence for a causal role of non-polio EVs in AFM.- Published
- 2019
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30. Membrane-Free Stem Cell Components Inhibit Interleukin-1α-Stimulated Inflammation and Cartilage Degradation in vitro and in vivo: A Rat Model of Osteoarthritis.
- Author
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Lee HJ, Lee SM, Moon YG, Jung YS, Lee JH, Venkatarame Gowda Saralamma V, Kim YS, Pak JE, Lee HJ, Kim GS, and Heo JD
- Subjects
- Animals, Biomarkers, Chondrocytes metabolism, Cyclooxygenase 2 genetics, Cyclooxygenase 2 metabolism, Cytokines metabolism, Dinoprostone metabolism, Disease Models, Animal, Gene Expression, Mitogen-Activated Protein Kinases metabolism, NF-kappa B metabolism, Nitric Oxide metabolism, Nitric Oxide Synthase Type II genetics, Nitric Oxide Synthase Type II metabolism, Osteoarthritis pathology, Rats, Hyaline Cartilage metabolism, Interleukin-1alpha metabolism, Osteoarthritis etiology, Osteoarthritis metabolism, Stem Cells metabolism
- Abstract
Membrane-free stem cell components (MFSCC) from basal adipose tissue-derived stem cells (ADSCs) are unknown for the treatment strategies in osteoarthritis (OA). OA has been considered to be associated with inflammatory damage and cartilage degradation. In this study, we intended to investigate the molecular mechanism of the anti-inflammation and cartilage protection effect of MFSCC in vitro (rat primary chondrocytes) and in vivo (rat OA model). The MFSCC treatment significantly inhibited interleukin-1α (IL-1α) stimulated inflammation and cartilage degradation. The MFSCC considerably reduced the levels of inflammatory factors such as iNOS, COX-2, NO, and PGE
2 and was suppressed NF-κB and MAPKs signaling pathways in IL-1α-stimulated rat chondrocytes. Additionally, biomarkers of OA such as MMP-9, COMP, and CTX-II decreased in the monosodium iodoacetate (MIA)-induced rat OA model by MFSCC treatment. In conclusion, the MFSCC was established to suppress IL-1α induced inflammation and cartilage degradation in vitro and in vivo. These findings provide new insight for understanding OA therapy using membrane-free stem cell approaches., Competing Interests: The authors declare no conflict of interest.- Published
- 2019
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31. Structures suggest a mechanism for energy coupling by a family of organic anion transporters.
- Author
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Leano JB, Batarni S, Eriksen J, Juge N, Pak JE, Kimura-Someya T, Robles-Colmenares Y, Moriyama Y, Stroud RM, and Edwards RH
- Subjects
- Biological Transport, Escherichia coli Proteins chemistry, Escherichia coli Proteins metabolism, Models, Molecular, Protein Conformation, Protons, Sugar Acids metabolism, Energy Metabolism, Escherichia coli metabolism, Organic Anion Transporters chemistry, Organic Anion Transporters metabolism
- Abstract
Members of the solute carrier 17 (SLC17) family use divergent mechanisms to concentrate organic anions. Membrane potential drives uptake of the principal excitatory neurotransmitter glutamate into synaptic vesicles, whereas closely related proteins use proton cotransport to drive efflux from the lysosome. To delineate the divergent features of ionic coupling by the SLC17 family, we determined the structure of Escherichia coli D-galactonate/H+ symporter D-galactonate transporter (DgoT) in 2 states: one open to the cytoplasmic side and the other open to the periplasmic side with substrate bound. The structures suggest a mechanism that couples H+ flux to substrate recognition. A transition in the role of H+ from flux coupling to allostery may confer regulation by trafficking to and from the plasma membrane., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2019
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32. Recognition of EGF-like domains by the Notch-modifying O-fucosyltransferase POFUT1.
- Author
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Li Z, Han K, Pak JE, Satkunarajah M, Zhou D, and Rini JM
- Subjects
- Animals, Crystallography, X-Ray, Humans, Mice, Models, Molecular, Epidermal Growth Factor chemistry, Fucosyltransferases metabolism, Protein Domains, Receptors, Notch metabolism
- Abstract
Protein O-fucosyltransferase 1 (POFUT1) fucosylates the epidermal growth factor (EGF)-like domains found in cell-surface and secreted glycoproteins including Notch and its ligands. Although Notch fucosylation is critical for development, and POFUT1 deficiency leads to human disease, how this enzyme binds and catalyzes the fucosylation of its diverse EGF-like domain substrates has not been determined. Reported here is the X-ray crystal structure of mouse POFUT1 in complex with several EGF-like domains, including EGF12 and EGF26 of Notch. Overall shape complementarity, interactions with invariant atoms of the fucosylation motif and flexible segments on POFUT1 all define its EGF-like-domain binding properties. Using large-scale structural and sequence analysis, we also show that POFUT1 binds EGF-like domains of the hEGF type and that the highly correlated presence of POFUT1 and fucosylatable hEGFs has accompanied animal evolution.
- Published
- 2017
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33. Structures of intermediate transport states of ZneA, a Zn(II)/proton antiporter.
- Author
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Pak JE, Ekendé EN, Kifle EG, O'Connell JD 3rd, De Angelis F, Tessema MB, Derfoufi KM, Robles-Colmenares Y, Robbins RA, Goormaghtigh E, Vandenbussche G, and Stroud RM
- Subjects
- Biological Transport genetics, Crystallization, X-Ray Diffraction, Antiporters chemistry, Bacterial Proteins chemistry, Cupriavidus chemistry, Models, Molecular, Protein Conformation, Protons, Zinc metabolism
- Abstract
Efflux pumps belonging to the ubiquitous resistance-nodulation-cell division (RND) superfamily transport substrates out of cells by coupling proton conduction across the membrane to a conformationally driven pumping cycle. The heavy metal-resistant bacteria Cupriavidus metallidurans CH34 relies notably on as many as 12 heavy metal efflux pumps of the RND superfamily. Here we show that C. metallidurans CH34 ZneA is a proton driven efflux pump specific for Zn(II), and that transport of substrates through the transmembrane domain may be electrogenic. We report two X-ray crystal structures of ZneA in intermediate transport conformations, at 3.0 and 3.7 Å resolution. The trimeric ZneA structures capture protomer conformations that differ in the spatial arrangement and Zn(II) occupancies at a proximal and a distal substrate binding site. Structural comparison shows that transport of substrates through a tunnel that links the two binding sites, toward an exit portal, is mediated by the conformation of a short 14-aa loop. Taken together, the ZneA structures presented here provide mechanistic insights into the conformational changes required for substrate efflux by RND superfamily transporters.
- Published
- 2013
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34. Overexpressing human membrane proteins in stably transfected and clonal human embryonic kidney 293S cells.
- Author
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Chaudhary S, Pak JE, Gruswitz F, Sharma V, and Stroud RM
- Subjects
- Cloning, Molecular methods, Humans, N-Acetylglucosaminyltransferases deficiency, Cation Transport Proteins chemistry, Cation Transport Proteins metabolism, Crystallography, X-Ray methods, HEK293 Cells metabolism, Membrane Glycoproteins chemistry, Membrane Glycoproteins metabolism, Transfection methods
- Abstract
X-ray crystal structures of human membrane proteins, although potentially of extremely great impact, are highly underrepresented relative to those of prokaryotic membrane proteins. One key reason for this is that human membrane proteins can be difficult to express at a level, and at a quality, suitable for structural studies. This protocol describes the methods that we use to overexpress human membrane proteins from clonal human embryonic kidney 293 (HEK293S) cells lacking N-acetylglucosaminyltransferase I (GnTI(-)), and was recently used in our 2.1-Å X-ray crystal structure determination of human RhCG. Upon identification of highly expressing cell lines, suspension cell cultures are scaled up in a facile manner either using spinner flasks or cellbag bioreactors, resulting in a final purified yield of ∼0.5 mg of membrane protein per liter of medium. The protocol described here is reliable and cost effective, can be used to express proteins that would otherwise be toxic to mammalian cells and can be completed in 8-10 weeks.
- Published
- 2012
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35. Structural and mechanistic characterization of leukocyte-type core 2 β1,6-N-acetylglucosaminyltransferase: a metal-ion-independent GT-A glycosyltransferase.
- Author
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Pak JE, Satkunarajah M, Seetharaman J, and Rini JM
- Subjects
- Amino Acid Motifs, HEK293 Cells, Humans, Models, Molecular, Mutation, N-Acetylglucosaminyltransferases genetics, Protein Conformation, Leukocytes enzymology, N-Acetylglucosaminyltransferases chemistry
- Abstract
Leukocyte-type core 2 β1,6-N-acetylglucosaminyltransferase (C2GnT-L) is an inverting, metal-ion-independent glycosyltransferase that catalyzes the formation of mucin-type core 2 O-glycans. C2GnT-L belongs to the GT-A fold, yet it lacks the metal ion binding DXD motif characteristic of other nucleoside disphosphate GT-A fold glycosyltransferases. To shed light on the basis for its metal ion independence, we have solved the X-ray crystal structure (2.3 Å resolution) of a mutant form of C2GnT-L (C217S) in complex with the nucleotide sugar product UDP and, using site-directed mutagenesis, examined the roles of R378 and K401 in both substrate binding and catalysis. The structure shows that C2GnT-L exists in an "open" conformation and a "closed" conformation and that, in the latter, R378 and K401 interact with the β-phosphate moiety of the bound UDP. The two conformations are likely to be important in catalysis, but the conformational changes that lead to their interconversion do not resemble the nucleotide-sugar-mediated loop ordering observed in other GT-A glycosyltransferases. R378 and K401 were found to be important in substrate binding and/or catalysis, an observation consistent with the suggestion that they serve the same role played by metal ion in all of the other GT-A glycosyltransferases studied to date. Notably, R378 and K401 appear to function in a manner similar to that of the arginine and lysine residues contained in the RX(4-5)K motif found in the retaining GT-B glycosyltransferases., (Copyright © 2011 Elsevier Ltd. All rights reserved.)
- Published
- 2011
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36. Efficient expression screening of human membrane proteins in transiently transfected Human Embryonic Kidney 293S cells.
- Author
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Chaudhary S, Pak JE, Pedersen BP, Bang LJ, Zhang LB, Ngaw SM, Green RG, Sharma V, and Stroud RM
- Subjects
- Blotting, Western, Chromatography, Gel, Cloning, Molecular, Gene Expression, Genetic Vectors, Green Fluorescent Proteins biosynthesis, Green Fluorescent Proteins genetics, Green Fluorescent Proteins isolation & purification, HEK293 Cells, Humans, Membrane Proteins genetics, Membrane Proteins isolation & purification, Polymerase Chain Reaction, Recombinant Fusion Proteins genetics, Recombinant Fusion Proteins isolation & purification, Solubility, Transfection, Membrane Proteins biosynthesis, Recombinant Fusion Proteins biosynthesis
- Abstract
It is often an immense challenge to overexpress human membrane proteins at levels sufficient for structural studies. The use of Human Embryonic Kidney 293 (HEK 293) cells to express full-length human membrane proteins is becoming increasingly common, since these cells provide a near-native protein folding and lipid environment. Nevertheless, the labor intensiveness and low yields of HEK 293 cells and other mammalian cell expression systems necessitate the screening for suitable expression as early as possible. Here we present our methodology used to generate constructs of human membrane proteins and to rapidly assess their suitability for overexpression using transiently transfected, glycosylation-deficient GnT I-HEK 293 cells (HEK 293S). Constructs, in the presence or absence of a C-terminal enhanced green fluorescence protein (EGFP) molecule, are made in a modular manner, allowing for the rapid generation of several combinations of fusion tags and gene paralogues/orthologues. Solubilization of HEK 293S cells, using a range of detergents, followed by Western blotting is performed to assess relative expression levels and to detect possible degradation products. Fluorescence-detection size exclusion chromatography (FSEC) is employed to assess expression levels and overall homogeneity of the membrane proteins, to rank different constructs for further downstream expression trials. Constructs identified as having high expression are instantly suitable for further downstream large scale transient expression trials and stable cell line generation. The method described is accessible to all laboratory scales and can be completed in approximately 3 weeks., (Copyright © 2011. Published by Elsevier Inc.)
- Published
- 2011
- Full Text
- View/download PDF
37. Structural insights into immune recognition of the severe acute respiratory syndrome coronavirus S protein receptor binding domain.
- Author
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Pak JE, Sharon C, Satkunarajah M, Auperin TC, Cameron CM, Kelvin DJ, Seetharaman J, Cochrane A, Plummer FA, Berry JD, and Rini JM
- Subjects
- Angiotensin-Converting Enzyme 2, Animals, Antibodies, Monoclonal chemistry, Antibodies, Monoclonal immunology, Antibody Formation immunology, Binding Sites, Cell Line, Crystallography, X-Ray, Humans, Immunoglobulin Fab Fragments chemistry, Immunoglobulin Fab Fragments immunology, Membrane Glycoproteins genetics, Mice, Models, Molecular, Molecular Sequence Data, Recombinant Fusion Proteins genetics, Recombinant Fusion Proteins metabolism, Spike Glycoprotein, Coronavirus, Viral Envelope Proteins genetics, Membrane Glycoproteins chemistry, Membrane Glycoproteins immunology, Peptidyl-Dipeptidase A chemistry, Peptidyl-Dipeptidase A immunology, Protein Structure, Tertiary, Severe acute respiratory syndrome-related coronavirus immunology, Viral Envelope Proteins chemistry, Viral Envelope Proteins immunology
- Abstract
The spike (S) protein of the severe acute respiratory syndrome coronavirus (SARS-CoV) is responsible for host cell attachment and fusion of the viral and host cell membranes. Within S the receptor binding domain (RBD) mediates the interaction with angiotensin-converting enzyme 2 (ACE2), the SARS-CoV host cell receptor. Both S and the RBD are highly immunogenic and both have been found to elicit neutralizing antibodies. Reported here is the X-ray crystal structure of the RBD in complex with the Fab of a neutralizing mouse monoclonal antibody, F26G19, elicited by immunization with chemically inactivated SARS-CoV. The RBD-F26G19 Fab complex represents the first example of the structural characterization of an antibody elicited by an immune response to SARS-CoV or any fragment of it. The structure reveals that the RBD surface recognized by F26G19 overlaps significantly with the surface recognized by ACE2 and, as such, suggests that F26G19 likely neutralizes SARS-CoV by blocking the virus-host cell interaction.
- Published
- 2009
- Full Text
- View/download PDF
38. X-ray crystal structure of leukocyte type core 2 beta1,6-N-acetylglucosaminyltransferase. Evidence for a convergence of metal ion-independent glycosyltransferase mechanism.
- Author
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Pak JE, Arnoux P, Zhou S, Sivarajah P, Satkunarajah M, Xing X, and Rini JM
- Subjects
- Amino Acid Sequence, Animals, Binding Sites, Crystallography, X-Ray, Mice, Models, Molecular, Molecular Sequence Data, N-Acetylglucosaminyltransferases genetics, N-Acetylglucosaminyltransferases metabolism, Oligosaccharides chemistry, Oligosaccharides metabolism, Polysaccharides metabolism, Recombinant Fusion Proteins chemistry, Recombinant Fusion Proteins genetics, Recombinant Fusion Proteins metabolism, Sequence Alignment, Substrate Specificity, Uridine Diphosphate Glucuronic Acid metabolism, Ions chemistry, Metals chemistry, N-Acetylglucosaminyltransferases chemistry, Protein Structure, Tertiary
- Abstract
Leukocyte type core 2 beta1,6-N-acetylglucosaminyltransferase (C2GnT-L) is a key enzyme in the biosynthesis of branched O-glycans. It is an inverting, metal ion-independent family 14 glycosyltransferase that catalyzes the formation of the core 2 O-glycan (Galbeta1-3[GlcNAcbeta1-6]GalNAc-O-Ser/Thr) from its donor and acceptor substrates, UDP-GlcNAc and the core 1 O-glycan (Galbeta1-3GalNAc-O-Ser/Thr), respectively. Reported here are the x-ray crystal structures of murine C2GnT-L in the absence and presence of the acceptor substrate Galbeta1-3GalNAc at 2.0 and 2.7A resolution, respectively. C2GnT-L was found to possess the GT-A fold; however, it lacks the characteristic metal ion binding DXD motif. The Galbeta1-3GalNAc complex defines the determinants of acceptor substrate binding and shows that Glu-320 corresponds to the structurally conserved catalytic base found in other inverting GT-A fold glycosyltransferases. Comparison of the C2GnT-L structure with that of other GT-A fold glycosyltransferases further suggests that Arg-378 and Lys-401 serve to electrostatically stabilize the nucleoside diphosphate leaving group, a role normally played by metal ion in GT-A structures. The use of basic amino acid side chains in this way is strikingly similar to that seen in a number of metal ion-independent GT-B fold glycosyltransferases and suggests a convergence of catalytic mechanism shared by both GT-A and GT-B fold glycosyltransferases.
- Published
- 2006
- Full Text
- View/download PDF
39. X-ray crystal structure determination of mammalian glycosyltransferases.
- Author
-
Pak JE and Rini JM
- Subjects
- Animals, Bioreactors, Catalytic Domain, Chromatography, Affinity, Cloning, Molecular methods, Crystallography, X-Ray, Glycosylation, Glycosyltransferases genetics, Glycosyltransferases isolation & purification, Humans, Immunoglobulin G chemistry, Molecular Sequence Data, N-Acetylglucosaminyltransferases chemistry, N-Acetylglucosaminyltransferases genetics, N-Acetylglucosaminyltransferases isolation & purification, Protein Folding, Selenomethionine chemistry, Sequence Alignment, Staphylococcal Protein A chemistry, Staphylococcal Protein A genetics, Glycosyltransferases chemistry
- Abstract
The vast majority of mammalian glycosyltransferases are endoplasmic reticulum (ER) and Golgi resident type II membrane proteins. As such, producing large quantities of properly folded and active enzymes for X-ray crystallographic analysis is a challenge. Described here are the methods that we have developed to facilitate the structural characterization of these enzymes. The approach involves the production of a soluble Protein A-tagged form of the catalytic domain in a mammalian cell expression system. Production is scaled up in a perfusion-fed bioreactor with media flow rates of 3-5 liters/day. Expression levels are typically in the 1- to 4-mg/liter range and a simple and efficient purification method based on immunoglobulin G (IgG)-Sepharose affinity chromatography has been developed. Our approach to delimiting the catalytic domain and deglycosylating it when necessary is also discussed. Finally, we describe the selenomethionine labeling protocol used in our X-ray crystal structure determination of leukocyte-type Core 2 beta1,6-N-acetylglucosaminyltransferase.
- Published
- 2006
- Full Text
- View/download PDF
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