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Ge P, Yang M, Bouchard JL, Dzamko N, Lewis SJG, Halliday GM, Doran TM. Chemoselective Bioconjugation of Amyloidogenic Protein Antigens to PEGylated Microspheres Enables Detection of α-Synuclein Autoantibodies in Human Plasma. Bioconjug Chem 2022; 33:301-310. [PMID: 35020392 DOI: 10.1021/acs.bioconjchem.1c00530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The misfolding and subsequent aggregation of amyloidogenic proteins is a classic pathological hallmark of neurodegenerative diseases. Aggregates of the α-synuclein protein (αS) are implicated in Parkinson's disease (PD) pathogenesis, and naturally occurring autoantibodies to these aggregates are proposed to be potential early-stage biomarkers to facilitate the diagnosis of PD. However, upon misfolding, αS forms a multitude of quaternary structures of varying functions that are unstable ex vivo. Thus, when used as a capture agent in enzyme-linked immunosorbent assays (ELISAs), significant variance among laboratories has prevented the development of these valuable diagnostic tests. We reasoned that those conflicting results arise due to the high nonspecific binding and amyloid nucleation that are typical of ELISA platforms. In this work, we describe a multiplexed, easy-to-operate immunoassay that is generally applicable to quantify the levels of amyloid proteins and their binding partners, named Oxaziridine-Assisted Solid-phase Immunosorbent (OASIS) assay. The assay is built on a hydrophilic poly(ethylene glycol) scaffold that inhibits aggregate nucleation, which we show reduces assay variance when compared to similar ELISA measurements. To validate our OASIS assay in patient-derived samples, we measured the levels of naturally occurring antibodies against the αS monomer and oligomers in a cohort of donor plasma from patients diagnosed with PD. Using OASIS assays, we observed significantly higher titers of immunoglobulin G antibody recognizing αS oligomers in PD patients compared to those in healthy controls, while there was no significant difference in naturally occurring antibodies against the αS monomer. In addition to its development into a blood test to potentially predict or monitor PD, we anticipate that the OASIS assay will be of high utility for studies aimed at understanding protein misfolding, its pathology and symptomology in PD, and other neurodegenerative diseases.
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Affiliation(s)
- Peng Ge
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Mu Yang
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Jacob L Bouchard
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Nicolas Dzamko
- Brain and Mind Centre and Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Camperdown, NSW 2050, Australia
| | - Simon J G Lewis
- Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, NSW 2050, Australia
| | - Glenda M Halliday
- Brain and Mind Centre and Faculty of Medicine and Health, School of Medical Sciences, The University of Sydney, Camperdown, NSW 2050, Australia
| | - Todd M Doran
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States.,Institute for Translational Neuroscience, University of Minnesota, Minneapolis, Minnesota 55455, United States
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2
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Reese HR, Shanahan CC, Proulx C, Menegatti S. Peptide science: A "rule model" for new generations of peptidomimetics. Acta Biomater 2020; 102:35-74. [PMID: 31698048 DOI: 10.1016/j.actbio.2019.10.045] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2019] [Revised: 10/17/2019] [Accepted: 10/30/2019] [Indexed: 02/07/2023]
Abstract
Peptides have been heavily investigated for their biocompatible and bioactive properties. Though a wide array of functionalities can be introduced by varying the amino acid sequence or by structural constraints, properties such as proteolytic stability, catalytic activity, and phase behavior in solution are difficult or impossible to impart upon naturally occurring α-L-peptides. To this end, sequence-controlled peptidomimetics exhibit new folds, morphologies, and chemical modifications that create new structures and functions. The study of these new classes of polymers, especially α-peptoids, has been highly influenced by the analysis, computational, and design techniques developed for peptides. This review examines techniques to determine primary, secondary, and tertiary structure of peptides, and how they have been adapted to investigate peptoid structure. Computational models developed for peptides have been modified to predict the morphologies of peptoids and have increased in accuracy in recent years. The combination of in vitro and in silico techniques have led to secondary and tertiary structure design principles that mirror those for peptides. We then examine several important developments in peptoid applications inspired by peptides such as pharmaceuticals, catalysis, and protein-binding. A brief survey of alternative backbone structures and research investigating these peptidomimetics shows how the advancement of peptide and peptoid science has influenced the growth of numerous fields of study. As peptide, peptoid, and other peptidomimetic studies continue to advance, we will expect to see higher throughput structural analyses, greater computational accuracy and functionality, and wider application space that can improve human health, solve environmental challenges, and meet industrial needs. STATEMENT OF SIGNIFICANCE: Many historical, chemical, and functional relations draw a thread connecting peptides to their recent cognates, the "peptidomimetics". This review presents a comprehensive survey of this field by highlighting the width and relevance of these familial connections. In the first section, we examine the experimental and computational techniques originally developed for peptides and their morphing into a broader analytical and predictive toolbox. The second section presents an excursus of the structures and properties of prominent peptidomimetics, and how the expansion of the chemical and structural diversity has returned new exciting properties. The third section presents an overview of technological applications and new families of peptidomimetics. As the field grows, new compounds emerge with clear potential in medicine and advanced manufacturing.
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3
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Abstract
Immune complexes (ICs) formed by foreign or self-antigens and antibodies in biological fluids affect various tissues and are thought to cause several diseases. Biological and physical properties of IC, abnormal IC amounts, IC deposition and their relationships with disease pathogenesis had been studied. However, the relationship between ICs and each disease is not well understood and little is known of what determined ICs deposition in particular organ and why different organs are affected in different diseases. Recent technological advance enables identification of ICs in particular its antigens in tissues and body fluids, which may provide a key to discover an important trigger for immunological abnormality occurrence. Further identification of their epitopes, that are the exact origin of antigenicity, is developing and may be useful for diagnosis, elucidation of pathogenesis and treatment against IC-induced diseases. Here, we first make an overview of clearance of ICs, IC-induced pathogenesis and biological properties of ICs. Then, we introduce various methods developed to recover ICs from biological fluids or to identify antigens incorporated into ICs. Furthermore, several methods that can be used in epitope mapping for IC antigens are also documented.
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Affiliation(s)
- Nozomi Aibara
- Course of Pharmaceutical Sciences, Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
| | - Kaname Ohyama
- Course of Pharmaceutical Sciences, Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan.
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4
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Erharuyi O, Simanski S, McEnaney PJ, Kodadek T. Screening one bead one compound libraries against serum using a flow cytometer: Determination of the minimum antibody concentration required for ligand discovery. Bioorg Med Chem Lett 2018; 28:2773-2778. [PMID: 29395976 PMCID: PMC6064678 DOI: 10.1016/j.bmcl.2018.01.033] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 01/17/2018] [Accepted: 01/18/2018] [Indexed: 10/18/2022]
Abstract
One bead one compound (OBOC) libraries can be screened against serum samples to identify ligands to antibodies in this mixture. In this protocol, hit beads are identified by staining with a fluorescent labeled secondary antibody. When screens are conducted against two different sets of serum, antibodies, and ligands to them, can be discovered that distinguish the two populations. The application of DNA-encoding technology to OBOC libraries has allowed the use of 10 µm beads for library preparation and screening, which pass through a standard flow cytometer, allowing the fluorescent hit beads to be separated from beads displaying non-ligands easily. An important issue in using this approach for the discovery of antibody biomarkers is its analytical sensitivity. In other words, how abundant must an IgG be to allow it to be pulled out of serum in an unbiased screen using a flow cytometer? We report here a model study in which monoclonal antibodies with known ligands of varying affinities are doped into serum. We find that for antibody ligands typical of what one isolates from an unbiased combinatorial library, the target antibody must be present at 10-50 nM. True antigens, which bind with significantly higher affinity, can detect much less abundant serum antibodies.
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Affiliation(s)
- Osayemwenre Erharuyi
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Scott Simanski
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Patrick J McEnaney
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Thomas Kodadek
- Department of Chemistry, The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, USA.
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5
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Mendes KR, Malone ML, Ndungu JM, Suponitsky-Kroyter I, Cavett VJ, McEnaney PJ, MacConnell AB, Doran TM, Ronacher K, Stanley K, Utset O, Walzl G, Paegel BM, Kodadek T. High-throughput Identification of DNA-Encoded IgG Ligands that Distinguish Active and Latent Mycobacterium tuberculosis Infections. ACS Chem Biol 2017; 12:234-243. [PMID: 27957856 DOI: 10.1021/acschembio.6b00855] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The circulating antibody repertoire encodes a patient's health status and pathogen exposure history, but identifying antibodies with diagnostic potential usually requires knowledge of the antigen(s). We previously circumvented this problem by screening libraries of bead-displayed small molecules against case and control serum samples to discover "epitope surrogates" (ligands of IgGs enriched in the case sample). Here, we describe an improved version of this technology that employs DNA-encoded libraries and high-throughput FACS-based screening to discover epitope surrogates that differentiate noninfectious/latent (LTB) patients from infectious/active TB (ATB) patients, which is imperative for proper treatment selection and antibiotic stewardship. Normal control/LTB (10 patients each, NCL) and ATB (10 patients) serum pools were screened against a library (5 × 106 beads, 448 000 unique compounds) using fluorescent antihuman IgG to label hit compound beads for FACS. Deep sequencing decoded all hit structures and each hit's occurrence frequencies. ATB hits were pruned of NCL hits and prioritized for resynthesis based on occurrence and homology. Several structurally homologous families were identified and 16/21 resynthesized representative hits validated as selective ligands of ATB serum IgGs (p < 0.005). The native secreted TB protein Ag85B (though not the E. coli recombinant form) competed with one of the validated ligands for binding to antibodies, suggesting that it mimics a native Ag85B epitope. The use of DNA-encoded libraries and FACS-based screening in epitope surrogate discovery reveals thousands of potential hit structures. Distilling this list down to several consensus chemical structures yielded a diagnostic panel for ATB composed of thermally stable and economically produced small molecule ligands in place of protein antigens.
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Affiliation(s)
- Kimberly R. Mendes
- Opko Health, Inc., 5353 Parkside
Drive Jupiter, Florida 33458, United States
| | | | - John Maina Ndungu
- Opko Health, Inc., 5353 Parkside
Drive Jupiter, Florida 33458, United States
| | | | | | | | | | | | - Katharina Ronacher
- Department
of Science and Technology/National Research Foundation Centre of Excellence
for Biomedical TB Research/Medical Research Council Centre for Molecular
and Cellular Biology, Division of Molecular Biology and Human Genetics,
Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - Kim Stanley
- Department
of Science and Technology/National Research Foundation Centre of Excellence
for Biomedical TB Research/Medical Research Council Centre for Molecular
and Cellular Biology, Division of Molecular Biology and Human Genetics,
Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - Ofelia Utset
- Opko Health, Inc., 5353 Parkside
Drive Jupiter, Florida 33458, United States
| | - Gerhard Walzl
- Department
of Science and Technology/National Research Foundation Centre of Excellence
for Biomedical TB Research/Medical Research Council Centre for Molecular
and Cellular Biology, Division of Molecular Biology and Human Genetics,
Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
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Ohyama K. [Screening for Potential Drug Targets by Comprehensive Identification of Disease-specific Antigens Incorporated into Immune Complexes in Patients with Immunological Diseases]. YAKUGAKU ZASSHI 2016; 136:157-61. [PMID: 26831786 DOI: 10.1248/yakushi.15-00226-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Our immune system resembles an intelligent security system, which continually monitors for foreign invaders (infectious diseases); however, in some cases, this system recognizes healthy parts as something harmful or foreign and then attacks them (autoimmune diseases). The defining characteristics of an autoimmune disease are the existence of T- and B-cell autoreactivity against self proteins (autoantigens). In addition to autoimmune diseases, aberrant host proteins that occur during a certain state of diseases (e.g., cancer) can be recognized as an autoantigen. Immune complexes (ICs) are produced during an immune response and may reflect some aspects of an ongoing immune response. Therefore, the identity of antigens incorporated into ICs provides the information that in the future may aid in the development of diagnosis and treatment strategies for autoimmune diseases, infection, cancer, and transplantation therapy, and this information might be more relevant than information on free antigens. We developed a novel proteomic strategy (immune complexome analysis) in which ICs are separated from serum, followed by direct tryptic digestion and nano-liquid chromatography-tandem mass spectrometry for the identification and profiling of antigens in circulating ICs. We applied this strategy to the analysis of circulating ICs in autoimmune diseases (rheumatoid arthritis, anti-neutrophil cytoplasmic antibody-associated vasculitis, Takayasu's arteritis, mixed connective tissue disease, dermatomyositis, Sjögren's syndrome, systemic scleroderma, and systemic lupus erythematosus), infectious diseases and cancers. In this review, we mainly discuss the results for autoimmune diseases.
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Affiliation(s)
- Kaname Ohyama
- Graduate School of Biomedical Sciences, Nagasaki University
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7
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Singh J, Lopes D, Gomika Udugamasooriya D. Development of a large peptoid-DOTA combinatorial library. Biopolymers 2016; 106:673-84. [PMID: 27257968 PMCID: PMC5035194 DOI: 10.1002/bip.22883] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Revised: 04/15/2016] [Accepted: 05/31/2016] [Indexed: 01/03/2023]
Abstract
Conventional one-bead one-compound (OBOC) library synthesis is typically used to identify molecules with therapeutic value. The design and synthesis of OBOC libraries that contain molecules with imaging or even potentially therapeutic and diagnostic capacities (e.g. theranostic agents) has been overlooked. The development of a therapeutically active molecule with a built-in imaging component for a certain target is a daunting task, and structure-based rational design might not be the best approach. We hypothesize to develop a combinatorial library with potentially therapeutic and imaging components fused together in each molecule. Such molecules in the library can be used to screen, identify, and validate as direct theranostic candidates against targets of interest. As the first step in achieving that aim, we developed an on-bead library of 153,600 Peptoid-DOTA compounds in which the peptoids are the target-recognizing and potentially therapeutic components and the DOTA is the imaging component. We attached the DOTA scaffold to TentaGel beads using one of the four arms of DOTA, and we built a diversified 6-mer peptoid library on the remaining three arms. We evaluated both the synthesis and the mass spectrometric sequencing capacities of the test compounds and of the final library. The compounds displayed unique ionization patterns including direct breakages of the DOTA scaffold into two units, allowing clear decoding of the sequences. Our approach provides a facile synthesis method for the complete on-bead development of large peptidomimetic-DOTA libraries for screening against biological targets for the identification of potential theranostic agents in the future. © 2016 The Authors. Biopolymers Published by Wiley Periodicals, Inc. Biopolymers (Pept Sci) 106: 673-684, 2016.
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Affiliation(s)
- Jaspal Singh
- Department of Pharmacological and Pharmaceutical Sciences, University of Houston, Houston, TX, 77204
| | - Daniel Lopes
- Advanced Imaging Research Center, UT-Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX, 75390
| | - D Gomika Udugamasooriya
- Department of Pharmacological and Pharmaceutical Sciences, University of Houston, Houston, TX, 77204.
- Department of Cancer Systems Imaging, MD Anderson Cancer Center, 1881 East Road, Houston, TX, 77030-4009.
- Advanced Imaging Research Center, UT-Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX, 75390.
- Department of Biochemistry, UT-Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX, 75390.
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8
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Doran TM, Sarkar M, Kodadek T. Chemical Tools To Monitor and Manipulate Adaptive Immune Responses. J Am Chem Soc 2016; 138:6076-94. [PMID: 27115249 PMCID: PMC5332222 DOI: 10.1021/jacs.6b02954] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Methods to monitor and manipulate the immune system are of enormous clinical interest. For example, the development of vaccines represents one of the earliest and greatest accomplishments of the biomedical research enterprise. More recently, drugs capable of "reawakening" the immune system to cancer have generated enormous excitement. But, much remains to be done. All drugs available today that manipulate the immune system cannot distinguish between "good" and "bad" immune responses and thus drive general and systemic immune suppression or activation. Indeed, with the notable exception of vaccines, our ability to monitor and manipulate antigen-specific immune responses is in its infancy. Achieving this finer level of control would be highly desirable. For example, it might allow the pharmacological editing of pathogenic immune responses without restricting the ability of the immune system to defend against infection. On the diagnostic side, a method to comprehensively monitor the circulating, antigen-specific antibody population could provide a treasure trove of clinically useful biomarkers, since many diseases expose the immune system to characteristic molecules that are deemed foreign and elicit the production of antibodies against them. This Perspective will discuss the state-of-the-art of this area with a focus on what we consider seminal opportunities for the chemistry community to contribute to this important field.
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Affiliation(s)
- Todd M. Doran
- Departments of Chemistry & Cancer Biology, The Scripps Research
Institute, 130 Scripps Way, Jupiter, FL 33458
| | - Mohosin Sarkar
- Departments of Chemistry & Cancer Biology, The Scripps Research
Institute, 130 Scripps Way, Jupiter, FL 33458
| | - Thomas Kodadek
- Departments of Chemistry & Cancer Biology, The Scripps Research
Institute, 130 Scripps Way, Jupiter, FL 33458
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9
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Doran TM, Morimoto J, Simanski S, Koesema EJ, Clark LF, Pels K, Stoops SL, Pugliese A, Skyler JS, Kodadek T. Discovery of Phosphorylated Peripherin as a Major Humoral Autoantigen in Type 1 Diabetes Mellitus. Cell Chem Biol 2016; 23:618-628. [PMID: 27185639 DOI: 10.1016/j.chembiol.2016.04.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 04/03/2016] [Accepted: 04/07/2016] [Indexed: 12/21/2022]
Abstract
A major goal in understanding autoimmune diseases is to define the antigens that elicit a self-destructive immune response, but this is a difficult endeavor. In an effort to discover autoantigens associated with type 1 diabetes (T1D), we used epitope surrogate technology that screens combinatorial libraries of synthetic molecules for compounds that could recognize disease-linked autoantibodies and enrich them from serum. Autoantibodies from one patient revealed a highly phosphorylated form of peripherin, a neuroendocrine filament protein, as a candidate T1D antigen. Peripherin antibodies were detected in 72% of donor patient sera. Further analysis revealed that the T1D-associated antibodies only recognized a dimeric conformation of peripherin. These data explain why peripherin was dismissed as an important T1D antigen previously. The discovery of this novel autoantigen would not have been possible using standard methods, such as hybridizing serum antibodies to recombinant protein arrays, highlighting the power of epitope surrogate technology for probing the mechanism of autoimmune diseases.
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Affiliation(s)
- Todd M Doran
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, Scripps Florida, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Jumpei Morimoto
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, Scripps Florida, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Scott Simanski
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, Scripps Florida, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Eric J Koesema
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, Scripps Florida, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Lorraine F Clark
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, Scripps Florida, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Kevin Pels
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, Scripps Florida, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Sydney L Stoops
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, Scripps Florida, 130 Scripps Way, Jupiter, FL 33458, USA
| | - Alberto Pugliese
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Miller School of Medicine, University of Miami, Miami, FL 33101, USA; Department of Microbiology and Immunology, Miller School of Medicine, University of Miami, Miami, FL 33101, USA
| | - Jay S Skyler
- Diabetes Research Institute, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Miller School of Medicine, University of Miami, Miami, FL 33101, USA
| | - Thomas Kodadek
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, Scripps Florida, 130 Scripps Way, Jupiter, FL 33458, USA.
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10
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Gearhart TL, Montelaro RC, Schurdak ME, Pilcher CD, Rinaldo CR, Kodadek T, Park Y, Islam K, Yurko R, Marques ETA, Burke DS. Selection of a potential diagnostic biomarker for HIV infection from a random library of non-biological synthetic peptoid oligomers. J Immunol Methods 2016; 435:85-9. [PMID: 27182050 PMCID: PMC4947968 DOI: 10.1016/j.jim.2016.05.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Revised: 04/10/2016] [Accepted: 05/02/2016] [Indexed: 12/05/2022]
Abstract
Non-biological synthetic oligomers can serve as ligands for antibodies. We hypothesized that a random combinatorial library of synthetic poly-N-substituted glycine oligomers, or peptoids, could represent a random “shape library” in antigen space, and that some of these peptoids would be recognized by the antigen-binding pocket of disease-specific antibodies. We synthesized and screened a one bead one compound combinatorial library of peptoids, in which each bead displayed an 8-mer peptoid with ten possible different amines at each position (108 theoretical variants). By screening one million peptoid/beads we found 112 (approximately 1 in 10,000) that preferentially bound immunoglobulins from human sera known to be positive for anti-HIV antibodies. Reactive peptoids were then re-synthesized and rigorously evaluated in plate-based ELISAs. Four peptoids showed very good, and one showed excellent, properties for establishing a sero-diagnosis of HIV. These results demonstrate the feasibility of constructing sero-diagnostic assays for infectious diseases from libraries of random molecular shapes. In this study we sought a proof-of-principle that we could identify a potential diagnostic antibody ligand biomarker for an infectious disease in a random combinatorial library of 100 million peptoids. We believe that this is the first evidence that it is possible to develop sero-diagnostic assays – for any infectious disease – based on screening random libraries of non-biological molecular shapes.
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Affiliation(s)
- Tricia L Gearhart
- Center for Vaccine Research, University of Pittsburgh, 3501 Fifth Ave, Pittsburgh, PA, 15261, United States
| | - Ronald C Montelaro
- Center for Vaccine Research, University of Pittsburgh, 3501 Fifth Ave, Pittsburgh, PA, 15261, United States
| | - Mark E Schurdak
- Drug Discovery Institute, University of Pittsburgh, 3501 Fifth Ave, Pittsburgh, PA 15261, United States
| | - Chris D Pilcher
- Center for AIDS Research, University of California, 1001 Potrero Ave, SFGH 80, San Francisco, CA 94110, United States
| | - Charles R Rinaldo
- Graduate School of Public Health, University of Pittsburgh, 130 DeSoto Street, Pittsburgh, PA, United States
| | - Thomas Kodadek
- The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, United States
| | - Yongseok Park
- Graduate School of Public Health, University of Pittsburgh, 130 DeSoto Street, Pittsburgh, PA, United States
| | - Kazi Islam
- Peptide Synthesis Facility, University of Pittsburgh, 300 Technology Drive, Pittsburgh, PA 15219, United States
| | - Raymond Yurko
- Peptide Synthesis Facility, University of Pittsburgh, 300 Technology Drive, Pittsburgh, PA 15219, United States
| | - Ernesto T A Marques
- Center for Vaccine Research, University of Pittsburgh, 3501 Fifth Ave, Pittsburgh, PA, 15261, United States; Graduate School of Public Health, University of Pittsburgh, 130 DeSoto Street, Pittsburgh, PA, United States
| | - Donald S Burke
- Center for Vaccine Research, University of Pittsburgh, 3501 Fifth Ave, Pittsburgh, PA, 15261, United States; Graduate School of Public Health, University of Pittsburgh, 130 DeSoto Street, Pittsburgh, PA, United States.
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11
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Kodadek T, McEnaney PJ. Towards vast libraries of scaffold-diverse, conformationally constrained oligomers. Chem Commun (Camb) 2016; 52:6038-59. [PMID: 26996593 PMCID: PMC4846527 DOI: 10.1039/c6cc00617e] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
There is great interest in the development of probe molecules and drug leads that would bind tightly and selectively to protein surfaces that are difficult to target with traditional molecules, such as those involved in protein-protein interactions. The currently available evidence suggests that this will require molecules that are larger and have quite different chemical properties than typical Lipinski-compliant molecules that target enzyme active sites. We describe here efforts to develop vast libraries of conformationally constrained oligomers as a potentially rich source of these molecules.
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Affiliation(s)
- Thomas Kodadek
- Departments of Chemistry and Cancer Biology, The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, USA.
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12
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Doran TM, Gao Y, Simanski S, McEnaney P, Kodadek T. High affinity binding of conformationally constrained synthetic oligomers to an antigen-specific antibody: Discovery of a diagnostically useful synthetic ligand for murine Type 1 diabetes autoantibodies. Bioorg Med Chem Lett 2015; 25:4910-4917. [PMID: 26067174 PMCID: PMC4607566 DOI: 10.1016/j.bmcl.2015.05.046] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Accepted: 05/18/2015] [Indexed: 10/23/2022]
Abstract
'Antigen surrogates' are synthetic, non-natural molecules that recognize the antigen-binding sites of antibodies. These molecules are of interest as replacements for native antigens as antibody 'capture agents' in ELISA-like assays of potential diagnostic utility, for example when the antibody is indicative of a disease state. Antigen surrogates for disease-related antibodies can be mined from one-bead one-compound (OBOC) libraries by first denuding the library of ligands for antibodies present in the serum of control patients or animals, followed by screening the remainder of the library against serum from individuals with a particular disease of interest. Most of the work in this area has been done with peptoids (oligomers of N-alkylated glycine), which provide antibody ligands with only modest affinity and selectivity. Here, we explore the hypothesis that this is due to the 'floppiness' of the peptoid backbone by creating libraries of peptoid-like molecules that have conformation-restricting structural elements inserted into their backbones. Indeed, we show here that these libraries can provide high affinity and selectivity antigen surrogates and that this much-improved binding is completely dependent on conformational restriction of the oligomer chain.
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Affiliation(s)
- Todd M Doran
- The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, United States
| | - Yu Gao
- The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, United States
| | - Scott Simanski
- The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, United States
| | - Patrick McEnaney
- The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, United States
| | - Thomas Kodadek
- The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, United States.
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13
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Doran TM, Morimoto J, Simanski S, McEnaney PJ, Kodadek T. Reliable diagnosis of murine type 1 diabetes using a panel of autoantigens and "antigen surrogates" mounted onto a liquid array. MOLECULAR BIOSYSTEMS 2015; 11:3156-63. [PMID: 26390856 PMCID: PMC4605892 DOI: 10.1039/c5mb00521c] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Autoantibodies raised against β cell antigens are the most reliable preclinical biomarkers for predicting the imminent onset of type 1 diabetes mellitus (T1DM). The most current detection platforms are technically challenging or are run on clinically esoteric equipment. Here, we present a straightforward approach to detect autoantibody biomarkers that employs highly PEGylated microspheres onto which are mounted various capture agents that include affinity-tagged antigens or small molecule "antigen surrogates." After incubation with small quantities of serum, the bound autoantibodies can be measured using a standard flow cytometer. By multiplexing this assay, we show that a panel of antigen and antigen surrogates reliably predicts hyperglycemia in a mouse model of diabetes without false positives.
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Affiliation(s)
- Todd M Doran
- The Scripps Research Institute, 130 Scripps Way, Jupiter, FL 33458, USA.
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14
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Mendes K, Ndungu JM, Clark LF, Kodadek T. Optimization of the Magnetic Recovery of Hits from One-Bead-One-Compound Library Screens. ACS COMBINATORIAL SCIENCE 2015. [PMID: 26221913 DOI: 10.1021/acscombsci.5b00090] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
On-bead screening of one-bead-one-compound (OBOC) libraries is a useful procedure for the identification of protein ligands. An important aspect of this experiment is the method by which beads that bind the target protein are separated from those that do not. Ideally, such a method would be rapid and convenient and result in the isolation of 100% of the "hits" with no false positives (beads that display compounds that are not good ligands for the target). We introduced a technique in which beads that have bound a labeled target protein can be magnetized, thus allowing their convenient isolation ( Astle et al. Chem. Biol. 2010 , 17 , 38 - 45 ). However, recent work in our laboratory and others has shown that magnetic hit recovery can result in the isolation of large numbers of false positives and has also suggested that many true hit beads are missed. In this study, we employ a well-defined model system to examine the efficiency of various magnetic hit isolation protocols. We show that the choice of reagents and the particular operations employed are critical for optimal results.
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Affiliation(s)
- Kimberly Mendes
- Opko Health, Inc., RF Building, Jupiter, Florida 33458, United States
| | - J. M. Ndungu
- Opko Health, Inc., RF Building, Jupiter, Florida 33458, United States
| | - Lorraine F. Clark
- Departments
of Chemistry and Cancer Biology, The Scripps Research Institute, 130
Scripps Way, Jupiter, Florida 33458, United States
| | - Thomas Kodadek
- Departments
of Chemistry and Cancer Biology, The Scripps Research Institute, 130
Scripps Way, Jupiter, Florida 33458, United States
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15
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Wine Y, Horton AP, Ippolito GC, Georgiou G. Serology in the 21st century: the molecular-level analysis of the serum antibody repertoire. Curr Opin Immunol 2015; 35:89-97. [PMID: 26172290 DOI: 10.1016/j.coi.2015.06.009] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Revised: 06/22/2015] [Accepted: 06/22/2015] [Indexed: 12/11/2022]
Abstract
The ensemble of antibodies found in serum and secretions represents the key adaptive component of B-cell mediated humoral immunity. The antibody repertoire is shaped by the historical record of exposure to exogenous factors such as pathogens and vaccines, as well as by endogenous host-intrinsic factors such as genetics, self-antigens, and age. Thanks to very recent technology advancements it is now becoming possible to identify and quantify the individual antibodies comprising the serological repertoire. In parallel, the advent of high throughput methods for antigen and immunosignature discovery opens up unprecedented opportunities to transform our understanding of numerous key questions in adaptive humoral immunity, including the nature and dynamics of serological memory, the role of polyspecific antibodies in health and disease and how protective responses to infections or vaccine challenge arise. Additionally, these technologies also hold great promise for therapeutic antibody and biomarker discovery in a variety of settings.
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Affiliation(s)
- Yariv Wine
- Department of Molecular Microbiology and Biotechnology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Andrew P Horton
- Department of Biomedical Engineering, University of Texas at Austin, Austin, TX, USA; Center for Systems and Synthetic Biology, University of Texas at Austin, Austin, TX, USA
| | - Gregory C Ippolito
- Department of Molecular Biosciences, University of Texas at Austin, Austin, TX, USA
| | - George Georgiou
- Department of Chemical Engineering, University of Texas at Austin, Austin, TX, USA; Department of Biomedical Engineering, University of Texas at Austin, Austin, TX, USA; Department of Molecular Biosciences, University of Texas at Austin, Austin, TX, USA; Institute for Cell and Molecular Biology, University of Texas at Austin, Austin, TX, USA.
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