1
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Muthukumaran R, Sankararamakrishnan R. Differences in the Membrane-Binding Properties of Flaviviral Nonstructural 1 (NS1) Protein: Comparative Simulations of Zika and Dengue Virus NS1 Proteins in Explicit Bilayers. ACS BIO & MED CHEM AU 2024; 4:137-153. [PMID: 38911907 PMCID: PMC11191575 DOI: 10.1021/acsbiomedchemau.3c00073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 03/01/2024] [Accepted: 03/01/2024] [Indexed: 06/25/2024]
Abstract
NS1 in flaviviruses is the only nonstructural protein that is secretory and interacts with different cellular components of the host cell membrane. NS1 is localized in the ER as a dimer to facilitate viral replication. Crystal structures of NS1 homologues from zika (ZIKV) and dengue (DENV) viruses have revealed the organization of different domains in NS1 dimers. The β-roll and the connector and intertwined loop regions of wing domains of NS1 have been shown to interact with the membranes. In this study, we have performed multiple molecular dynamics (MD) simulations of ZIKV and DENV NS1 systems in apo and in POPE bilayers with different cholesterol concentrations (0, 20 and 40%). The NS1 protein was placed just above the membrane surface, and for each NS1-membrane system two to three independent simulations with 600 ns production run were performed. At the end of the production runs, ZIKV NS1 inserts deeper inside the membrane compared to the DENV counterpart. Unlike ZIKV NS1, the orientation of DENV NS1 is asymmetric in which one of the chains in the dimer interacts with the membrane while the other is more exposed to the solvent. The β-roll region in ZIKV NS1 penetrates beyond the headgroup region and interacts with the lipid acyl chains while the C-terminal region barely interacts with the headgroup. Specific residues in the intertwined region deeply penetrate inside the membrane. The role of charged and aromatic residues of ZIKV NS1 in strongly interacting with the membrane components is revealed. The presence of cholesterol affects the extent of insertion in the membrane and interaction of individual residues. Overall, membrane-binding properties of ZIKV NS1 significantly differ from its counterpart in DENV. The differences found in the binding and insertion of NS1 can be used to design drugs and novel antibodies that can be flavivirus specific.
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Affiliation(s)
- Rajagopalan Muthukumaran
- Department
of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016, India
| | - Ramasubbu Sankararamakrishnan
- Department
of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016, India
- Mehta
Family Center for Engineering in Medicine, Indian Institute of Technology Kanpur, Kanpur 208016, India
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2
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Muslihati A, Septiani NLW, Gumilar G, Nugraha N, Wasisto HS, Yuliarto B. Peptide-Based Flavivirus Biosensors: From Cell Structure to Virological and Serological Detection Methods. ACS Biomater Sci Eng 2024; 10:2041-2061. [PMID: 38526408 DOI: 10.1021/acsbiomaterials.3c01965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
In tropical and developing countries, mosquito-borne diseases by flaviviruses pose a serious threat to public health. Early detection is critical for preventing their spread, but conventional methods are time-consuming and require skilled technicians. Biosensors have been developed to address this issue, but cross-reactivity with other flaviviruses remains a challenge. Peptides are essentially biomaterials used in diagnostics that allow virological and serological techniques to identify flavivirus selectively. This biomaterial originated as a small protein consisting of two to 50 amino acid chains. They offer flexibility in chemical modification and can be easily synthesized and applied to living cells in the engineering process. Peptides could potentially be developed as robust, low-cost, sensitive, and selective receptors for detecting flaviviruses. However, modification and selection of the receptor agents are crucial to determine the effectiveness of binding between the targets and the receptors. This paper addresses two potential peptide nucleic acids (PNAs) and affinity peptides that can detect flavivirus from another target-based biosensor as well as the potential peptide behaviors of flaviviruses. The PNAs detect flaviviruses based on the nucleotide base sequence of the target's virological profile via Watson-Crick base pairing, while the affinity peptides sense the epitope or immunological profile of the targets. Recent developments in the functionalization of peptides for flavivirus biosensors are explored in this Review by division into electrochemical, optical, and other detection methods.
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Affiliation(s)
- Atqiya Muslihati
- Doctoral Program of Engineering Physics, Faculty of Industrial Technology, Institut Teknologi Bandung, Ganesha 10, Bandung 40132, Indonesia
- Advanced Functional Material Laboratory, Faculty of Industrial Technology, Institut Teknologi Bandung, Jl. Ganesha No. 10, Bandung 41032, Indonesia
- PT Biostark Analitika Inovasi, Bandung 40375, Indonesia
| | - Ni Luh Wulan Septiani
- Advanced Functional Material Laboratory, Faculty of Industrial Technology, Institut Teknologi Bandung, Jl. Ganesha No. 10, Bandung 41032, Indonesia
- Research Center for Nanotechnology Systems, National Research and Innovation Agency (BRIN), Kawasan Puspiptek, South Tangerang 15134, Indonesia
| | - Gilang Gumilar
- Research Center for Electronics, National Research and Innovation Agency (BRIN), Bandung 40135, Indonesia
| | - Nugraha Nugraha
- Advanced Functional Material Laboratory, Faculty of Industrial Technology, Institut Teknologi Bandung, Jl. Ganesha No. 10, Bandung 41032, Indonesia
- Research Center for Nanosciences and Nanotechnology (RCNN), Institut Teknologi Bandung, Jl. Ganesha No. 10, Bandung 41032, Indonesia
| | | | - Brian Yuliarto
- Advanced Functional Material Laboratory, Faculty of Industrial Technology, Institut Teknologi Bandung, Jl. Ganesha No. 10, Bandung 41032, Indonesia
- Research Center for Nanosciences and Nanotechnology (RCNN), Institut Teknologi Bandung, Jl. Ganesha No. 10, Bandung 41032, Indonesia
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3
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Oliveira LS, Reyes A, Dutilh BE, Gruber A. Rational Design of Profile HMMs for Sensitive and Specific Sequence Detection with Case Studies Applied to Viruses, Bacteriophages, and Casposons. Viruses 2023; 15:519. [PMID: 36851733 PMCID: PMC9966878 DOI: 10.3390/v15020519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/01/2023] [Accepted: 02/09/2023] [Indexed: 02/15/2023] Open
Abstract
Profile hidden Markov models (HMMs) are a powerful way of modeling biological sequence diversity and constitute a very sensitive approach to detecting divergent sequences. Here, we report the development of protocols for the rational design of profile HMMs. These methods were implemented on TABAJARA, a program that can be used to either detect all biological sequences of a group or discriminate specific groups of sequences. By calculating position-specific information scores along a multiple sequence alignment, TABAJARA automatically identifies the most informative sequence motifs and uses them to construct profile HMMs. As a proof-of-principle, we applied TABAJARA to generate profile HMMs for the detection and classification of two viral groups presenting different evolutionary rates: bacteriophages of the Microviridae family and viruses of the Flavivirus genus. We obtained conserved models for the generic detection of any Microviridae or Flavivirus sequence, and profile HMMs that can specifically discriminate Microviridae subfamilies or Flavivirus species. In another application, we constructed Cas1 endonuclease-derived profile HMMs that can discriminate CRISPRs and casposons, two evolutionarily related transposable elements. We believe that the protocols described here, and implemented on TABAJARA, constitute a generic toolbox for generating profile HMMs for the highly sensitive and specific detection of sequence classes.
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Affiliation(s)
- Liliane S. Oliveira
- Department of Parasitology, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo 05508-000, SP, Brazil
| | - Alejandro Reyes
- Max Planck Tandem Group in Computational Biology, Department of Biological Sciences, Universidad de los Andes, Bogotá 111711, Colombia
- The Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, Saint Louis, MO 63108, USA
| | - Bas E. Dutilh
- Institute of Biodiversity, Faculty of Biological Sciences, Cluster of Excellence Balance of the Microverse, Friedrich-Schiller-University Jena, 07743 Jena, Germany
- Theoretical Biology and Bioinformatics, Science for Life, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
- European Virus Bioinformatics Center, Leutragraben 1, 07743 Jena, Germany
| | - Arthur Gruber
- Department of Parasitology, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo 05508-000, SP, Brazil
- European Virus Bioinformatics Center, Leutragraben 1, 07743 Jena, Germany
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4
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Martinez Viedma MDP, Panossian S, Gifford K, García K, Figueroa I, Parham L, de Moraes L, Nunes Gomes L, García-Salum T, Perret C, Weiskopf D, Tan GS, Augusto Silva A, Boaventura V, Ruiz-Palacios GM, Sette A, De Silva AD, Medina RA, Lorenzana I, Akrami KM, Khouri R, Olson D, Pickett BE. Evaluation of ELISA-Based Multiplex Peptides for the Detection of Human Serum Antibodies Induced by Zika Virus Infection across Various Countries. Viruses 2021; 13:1319. [PMID: 34372525 PMCID: PMC8310037 DOI: 10.3390/v13071319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 06/18/2021] [Accepted: 07/06/2021] [Indexed: 01/02/2023] Open
Abstract
Zika virus (ZIKV) is a mosquito-borne Flavivirus with a positive-sense RNA genome, which are generally transmitted through the bite of an infected Aedes mosquito. ZIKV infections could be associated with neurological sequelae that, and otherwise produces similar clinical symptoms as other co-circulating pathogens. Past infection with one member of the Flavivirus genus often induces cross-reactive antibodies against other flaviruses. These attributes complicate the ability to differentially diagnose ZIKV infection from other endemic mosquito-borne viruses, making it both a public health issue as well as a diagnostic challenge. We report the results from serological analyses using arbovirus-specific peptides on 339 samples that were previously collected from 6 countries. Overall, we found that our multiplexed peptide-based ELISA was highly efficient for identifying ZIKV antibodies as early as 2 weeks post infection, and that it correlates with microneutralization, plaque reduction neutralization tests (PRNTs) and commercial tests for ZIKV in previously characterized samples. We observed that seropositivity varied by patient cohort, reflecting the sampling period in relation to the 2015-2016 ZIKV outbreak. This work evaluates the accuracy, specificity, and sensitivity of our peptide-based ELISA method for detecting ZIKV antibodies from geographically diverse regions. These findings can contribute to ongoing serological methods development and can be adapted for use in future studies.
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Affiliation(s)
| | | | - Kennedy Gifford
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA;
| | - Kimberly García
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras; (K.G.); (I.F.); (L.P.); (I.L.)
| | - Isis Figueroa
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras; (K.G.); (I.F.); (L.P.); (I.L.)
| | - Leda Parham
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras; (K.G.); (I.F.); (L.P.); (I.L.)
| | - Laise de Moraes
- Institute Goncalo Moniz, Fiocruz Bahia, Salvador 40296-710, Brazil; (L.d.M.); (L.N.G.); (V.B.)
| | - Lillian Nunes Gomes
- Institute Goncalo Moniz, Fiocruz Bahia, Salvador 40296-710, Brazil; (L.d.M.); (L.N.G.); (V.B.)
| | - Tamara García-Salum
- Departmento de Enfermedades Infecciosas e Inmunología Pediátrica, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago H955+8Q, Chile; (T.G.-S.); (C.P.); (R.A.M.)
| | - Cecilia Perret
- Departmento de Enfermedades Infecciosas e Inmunología Pediátrica, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago H955+8Q, Chile; (T.G.-S.); (C.P.); (R.A.M.)
| | - Daniela Weiskopf
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; (D.W.); (A.S.); (A.D.D.S.)
| | - Gene S. Tan
- J. Craig Venter Institute, La Jolla, CA 92137, USA; (M.d.P.M.V.); (G.S.T.)
- Department of Medicine, Infectious Diseases Division, University of California San Diego, La Jolla, CA 92037, USA
| | - Antônio Augusto Silva
- Hospital Universitário-Universidade Federal do Maranhão, São Luís 65000-000, Brazil;
| | - Viviane Boaventura
- Institute Goncalo Moniz, Fiocruz Bahia, Salvador 40296-710, Brazil; (L.d.M.); (L.N.G.); (V.B.)
- Faculdade de Medicina da Bahia-Universidade Federal da Bahia, Salvador 40000-000, Brazil; (K.M.A.); (R.K.)
| | | | - Alessandro Sette
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; (D.W.); (A.S.); (A.D.D.S.)
- Department of Medicine, University of California San Diego, La Jolla, CA 92037, USA
| | - Aruna Dharshan De Silva
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; (D.W.); (A.S.); (A.D.D.S.)
- Genetech Research Institute, Colombo 00800, Sri Lanka
- Department of Paraclinical Sciences, Faculty of Medicine, General Sir John Kotelawala Defence University, Ratmalana 10390, Sri Lanka
| | - Rafael A. Medina
- Departmento de Enfermedades Infecciosas e Inmunología Pediátrica, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago H955+8Q, Chile; (T.G.-S.); (C.P.); (R.A.M.)
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ivette Lorenzana
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras; (K.G.); (I.F.); (L.P.); (I.L.)
| | - Kevan M. Akrami
- Faculdade de Medicina da Bahia-Universidade Federal da Bahia, Salvador 40000-000, Brazil; (K.M.A.); (R.K.)
- Department of Medicine, University of California San Diego, La Jolla, CA 92037, USA
| | - Ricardo Khouri
- Faculdade de Medicina da Bahia-Universidade Federal da Bahia, Salvador 40000-000, Brazil; (K.M.A.); (R.K.)
| | - Daniel Olson
- Department of Pediatrics, Section of Infectious Diseases, University of Colorado School of Medicine, Aurora, CO 80045, USA;
| | - Brett E. Pickett
- J. Craig Venter Institute, La Jolla, CA 92137, USA; (M.d.P.M.V.); (G.S.T.)
- J. Craig Venter Institute, Rockville, MD 20850, USA;
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA;
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5
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Phadke S, Macherla S, Scheuermann RH. Database and Analytical Resources for Viral Research Community. ENCYCLOPEDIA OF VIROLOGY 2021. [PMCID: PMC7173540 DOI: 10.1016/b978-0-12-809633-8.20995-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Many public databases and analytical resources are available to facilitate virology research. The Virus Pathogen Database and Analysis Resource (ViPR, see “Relevant Websites section”) and Influenza Research Database (IRD, see “Relevant Websites section”) are comprehensive and highly curated repositories of genome and protein sequence records and annotations, protein structures, immune epitopes, and epidemiological and surveillance data about human and related viral pathogens. These data are acquired from public repositories, direct submissions and in-house bioinformatics analyses. The resources offer seamless integration of data, analytics and visualization, and are freely available without cost or restriction to facilitate diagnostics and therapeutics development for priority pathogens.
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6
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Wang J, Dong R, Zou P, Chen Y, Li N, Wang Y, Zhang T, Pan X. Identification of a Novel Linear B Cell Epitope on the Sao Protein of Streptococcus suis Serotype 2. Front Immunol 2020; 11:1492. [PMID: 32765516 PMCID: PMC7381117 DOI: 10.3389/fimmu.2020.01492] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 06/08/2020] [Indexed: 12/02/2022] Open
Abstract
Surface antigen one (Sao) protein is a bacterial surface protein identified in the important zoonotic pathogen Streptococcus suis serotype 2 (S. suis 2) during an extensive search for functional proteins. The Sao protein is anchored to the bacterial cell wall by the LPVTG motif and is widely distributed in many S. suis serotypes. In this paper, we present the immunodominant epitope peptide of the Sao protein that is recognized by BALB/c antibodies against the Sao protein: 355SEKQMPSVVNENAVTPEKQMTNKENDNIET384 (location Sao355−384). To determine the core epitope recognized by antibodies, we prepared truncation peptide libraries. Analyses of the immunoreactivity of truncation peptides with anti-Sao355−384 serum revealed that the most immunoreactive sequence was 355SEKQMPSVVNENAVTPEK372 (location Sao355−372). Moreover, we observed that this core epitope also showed good specificity based on the ratio of reactivity with serum from S. suis–positive patients compared to serum from S. suis–negative patients. Our results point to the potential of using the Sao355−372 peptide in diagnostic assays to determine S. suis infection in humans.
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Affiliation(s)
- Jing Wang
- The Affiliated Wuxi Maternity and Child Health Care Hospital of Nanjing Medical University, Wuxi, China
| | - Ruirui Dong
- The Affiliated Wuxi Maternity and Child Health Care Hospital of Nanjing Medical University, Wuxi, China
| | - Ping Zou
- The Affiliated Wuxi Maternity and Child Health Care Hospital of Nanjing Medical University, Wuxi, China
| | - Yuejuan Chen
- The Affiliated Wuxi Maternity and Child Health Care Hospital of Nanjing Medical University, Wuxi, China
| | - Na Li
- The Affiliated Wuxi Maternity and Child Health Care Hospital of Nanjing Medical University, Wuxi, China
| | - Yao Wang
- The Affiliated Wuxi Maternity and Child Health Care Hospital of Nanjing Medical University, Wuxi, China
| | - Ting Zhang
- The Affiliated Wuxi Maternity and Child Health Care Hospital of Nanjing Medical University, Wuxi, China
| | - Xiuzhen Pan
- Department of Microbiology, Hua Dong Research Institute for Medicine and Biotechnics, Nanjing, China
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7
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Kam YW, Leite JA, Amrun SN, Lum FM, Yee WX, Bakar FA, Eng KE, Lye DC, Leo YS, Chong CY, Freitas ARR, Milanez GP, Proença-Modena JL, Rénia L, Costa FTM, Ng LFP. ZIKV-Specific NS1 Epitopes as Serological Markers of Acute Zika Virus Infection. J Infect Dis 2020; 220:203-212. [PMID: 30901054 DOI: 10.1093/infdis/jiz092] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 03/04/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Zika virus (ZIKV) infections have reemerged as a global health issue due to serious clinical complications. Development of specific serological assays to detect and differentiate ZIKV from other cocirculating flaviviruses for accurate diagnosis remains a challenge. METHODS We investigated antibody responses in 51 acute ZIKV-infected adult patients from Campinas, Brazil, including 7 pregnant women who later delivered during the study. Using enzyme-linked immunosorbent assays, levels of antibody response were measured and specific epitopes identified. RESULTS Several antibody-binding hot spots were identified in ZIKV immunogenic antigens, including membrane, envelope (E) and nonstructural protein 1 (NS1). Interestingly, specific epitopes (2 from E and 2 from NS1) strongly recognized by ZIKV-infected patients' antibodies were identified and were not cross-recognized by dengue virus (DENV)-infected patients' antibodies. Corresponding DENV peptides were not strongly recognized by ZIKV-infected patients' antibodies. Notably, ZIKV-infected pregnant women had specific epitope recognition for ZIKV NS1 (amino acid residues 17-34), which could be a potential serological marker for early ZIKV detection. CONCLUSIONS This study identified 6 linear ZIKV-specific epitopes for early detection of ZIKV infections. We observed differential epitope recognition between ZIKV-infected and DENV-infected patients. This information will be useful for developing diagnostic methods that differentiate between closely related flaviviruses.
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Affiliation(s)
- Yiu-Wing Kam
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Juliana Almeida Leite
- Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas (Unicamp), Campinas, São Paulo, Brazil
| | - Siti Naqiah Amrun
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Fok-Moon Lum
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Wearn-Xin Yee
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Farhana Abu Bakar
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore.,School of Biological Sciences, Nanyang Technological University
| | - Kai Er Eng
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore
| | - David C Lye
- National Centre for Infectious Diseases.,Tan Tock Seng Hospital.,Lee Kong Chian School of Medicine, Nanyang Technological University.,Yong Loo Lin School of Medicine
| | - Yee-Sin Leo
- National Centre for Infectious Diseases.,Tan Tock Seng Hospital.,Lee Kong Chian School of Medicine, Nanyang Technological University.,Yong Loo Lin School of Medicine.,Saw Swee Hock School of Public Health, National University of Singapore
| | - Chia-Yin Chong
- Lee Kong Chian School of Medicine, Nanyang Technological University.,Yong Loo Lin School of Medicine.,KK Women's and Children's Hospital, Singapore
| | - Andre Ricardo Ribas Freitas
- Campinas Department of Public Health Surveillance. Campinas.,Sao Leopoldo Mandic Medical School. Campinas, São Paulo, Brazil
| | - Guilherme Paier Milanez
- Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas (Unicamp), Campinas, São Paulo, Brazil
| | - Jose Luiz Proença-Modena
- Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas (Unicamp), Campinas, São Paulo, Brazil
| | - Laurent Rénia
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Fabio T M Costa
- Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas (Unicamp), Campinas, São Paulo, Brazil
| | - Lisa F P Ng
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), Singapore.,Institute of Infection and Global Health, University of Liverpool, United Kingdom
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8
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Guevarra LA, Boado KJO, Ceñidoza FBB, Imbao MRLM, Sia MJG, Dalmacio LMM. A synthetic peptide analog of in silico-predicted immunogenic epitope unique to dengue virus serotype 2 NS1 antigen specifically binds immunoglobulin G antibodies raised in rabbits. Microbiol Immunol 2020; 64:153-161. [PMID: 31710119 DOI: 10.1111/1348-0421.12757] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 11/01/2019] [Accepted: 11/06/2019] [Indexed: 12/20/2022]
Abstract
Development of a serotyping-capable dengue detection test is hampered by the absence of an identified unique marker that can detect specific dengue virus (DENV) serotype. In the current commercially available antibody-capture diagnostic methods, immobilized nonstructural 1 (NS1) antigen indiscriminately binds and detects immunoglobulin M or immunoglobulin G against any serotype, thus limiting its capability to distinguish existing serotypes of dengue. Identification of dengue serotype is important because certain serotypes are associated with severe forms of dengue as well as dengue hemorrhagic fever. In this study, we aimed to identify an immunogenic epitope unique to DENV2 NS1 antigen and determine the binding specificity of its synthetic peptide mimotope to antibodies raised in animal models. Selection of a putative B-cell epitope from the reported DENV2 NS1 antigen was done using Kolaskar and Tongaonkar Antigenicity prediction, Emini surface accessibility prediction, and Parker hydrophilicity prediction available at the immune epitope database and analysis resource. Uniqueness of the B-cell epitope to DENV2 was analyzed by BLASTp. Immunogenicity of the synthetic peptide analog of the predicted immunogenic epitope was tested in rabbits. The binding specificity of the antibodies raised in animals and the synthetic peptide mimotope was tested by indirect ELISA. A synthetic peptide analog comprising the unique epitope of DENV2 located at the 170th-183rd position of DENV2 NS1 was found to be immunogenic in animal models. The antipeptide antibody produced in rabbits showed specific binding to the synthetic peptide mimotope of the predicted unique DENV2 NS1 immunogenic epitope.
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Affiliation(s)
- Leonardo A Guevarra
- Department of Biochemistry, Faculty of Pharmacy, University of Santo Tomas, España Blvd, Sampaloc, Manila, Philippines.,Department of Biochemistry and Molecular Biology, College of Medicine, University of the Philippines Manila, 1/F Salcedo Hall Pedro Gil St., Ermita, Manila, Philippines.,Research Center for Natural and Applied Sciences, University of Santo Tomas, España Blvd, Sampaloc, Manila, Philippines
| | - Kathleen Joyce O Boado
- Department of Biochemistry, Faculty of Pharmacy, University of Santo Tomas, España Blvd, Sampaloc, Manila, Philippines
| | - Fidel Bryan B Ceñidoza
- Department of Biochemistry, Faculty of Pharmacy, University of Santo Tomas, España Blvd, Sampaloc, Manila, Philippines
| | - Ma Rio Lauren M Imbao
- Department of Biochemistry, Faculty of Pharmacy, University of Santo Tomas, España Blvd, Sampaloc, Manila, Philippines
| | - Michelle Joy G Sia
- Department of Biochemistry, Faculty of Pharmacy, University of Santo Tomas, España Blvd, Sampaloc, Manila, Philippines
| | - Leslie Michelle M Dalmacio
- Department of Biochemistry and Molecular Biology, College of Medicine, University of the Philippines Manila, 1/F Salcedo Hall Pedro Gil St., Ermita, Manila, Philippines
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9
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Flavivirus Cross-Reactivity to Dengue Nonstructural Protein 1 Antigen Detection Assays. Diagnostics (Basel) 2019; 10:diagnostics10010011. [PMID: 31878299 PMCID: PMC7167843 DOI: 10.3390/diagnostics10010011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/13/2019] [Accepted: 12/23/2019] [Indexed: 11/23/2022] Open
Abstract
Dengue virus (DENV) and Zika virus (ZIKV) are flaviviruses of public health relevance. Both viruses circulate in the same endemic settings and acute infections generally manifest similar symptoms. This highlights the importance of accurate diagnosis for clinical management and outbreak control. One of the commonly used acute diagnostic markers for flaviviruses is nonstructural protein 1 (NS1). However, false positives due to antigenic cross-reactivity have been reported between DENV and ZIKV infections when using DENV NS1 antigen (NS1 Ag) detection assays in acute cases. Therefore, we investigated the lowest detectable virus titres and cross-reactivity of three commercial dengue NS1 Ag rapid assays and two ELISAs for different flaviviruses. Our results showed that substantially high viral titres of ZIKV, Kunjin virus (KUNV) and yellow fever virus (YFV) are required to give false-positive results when using DENV NS1 rapid detection assays. Commercial DENV NS1 ELISAs did not react with ZIKV and YFV. In comparison, tested assays detected DENV at a significantly low virus titre. Given the relatively low viral loads reported in clinical samples, our findings suggest that commercially available dengue NS1 Ag detection assays are less likely to generate false-positive results among clinical samples in areas where multiple flaviviruses cocirculate.
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10
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Martinez Viedma MDP, Kose N, Parham L, Balmaseda A, Kuan G, Lorenzana I, Harris E, Crowe JE, Pickett BE. Peptide arrays of three collections of human sera from patients infected with mosquito-borne viruses. F1000Res 2019; 8:1875. [PMID: 32201571 PMCID: PMC7065662.2 DOI: 10.12688/f1000research.20981.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/13/2020] [Indexed: 03/29/2024] Open
Abstract
Background: Global outbreaks caused by emerging or re-emerging arthropod-borne viruses (arboviruses) are becoming increasingly more common. These pathogens include the mosquito-borne viruses belonging to the Flavivirus and Alphavirus genera. These viruses often cause non-specific or asymptomatic infection, which can confound viral prevalence studies. In addition, many acute phase diagnostic tests rely on the detection of viral components such as RNA or antigen. Standard serological tests are often not reliable for diagnosis after seroconversion and convalescence due to cross-reactivity among flaviviruses. Methods: In order to contribute to development efforts for mosquito-borne serodiagnostics, we incubated 137 human sera on individual custom peptide arrays that consisted of over 866 unique peptides in quadruplicate. Our bioinformatics workflow to analyze these data incorporated machine learning, statistics, and B-cell epitope prediction. Results: Here we report the results of our peptide array data analysis, which revealed sets of peptides that have diagnostic potential for detecting past exposure to a subset of the tested human pathogens including Zika virus. These peptides were then confirmed using the well-established ELISA method. Conclusions: These array data, and the resulting peptides can be useful in diverse efforts including the development of new pan-flavivirus antibodies, more accurate epitope mapping, and vaccine development against these viral pathogens.
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Affiliation(s)
| | - Nurgun Kose
- Vanderbilt Vaccine Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Leda Parham
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Angel Balmaseda
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
| | - Guillermina Kuan
- Centro de Salud Sócrates Flores Vivas, Ministry of Health, Managua, Nicaragua
| | - Ivette Lorenzana
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, 94720-3370, USA
| | - James E Crowe
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Brett E Pickett
- J. Craig Venter Institute, La Jolla, CA, 92137, USA
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, 84602, USA
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11
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Martinez Viedma MDP, Kose N, Parham L, Balmaseda A, Kuan G, Lorenzana I, Harris E, Crowe JE, Pickett BE. Peptide arrays of three collections of human sera from patients infected with mosquito-borne viruses. F1000Res 2019; 8:1875. [PMID: 32201571 PMCID: PMC7065662 DOI: 10.12688/f1000research.20981.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/25/2019] [Indexed: 03/29/2024] Open
Abstract
Background: Global outbreaks caused by emerging or re-emerging arthropod-borne viruses (arboviruses) are becoming increasingly more common. These pathogens include the mosquito-borne viruses belonging to the Flavivirus and Alphavirus genera. These viruses often cause non-specific or asymptomatic infection, which can confound viral prevalence studies. In addition, many acute phase diagnostic tests rely on the detection of viral components such as RNA or antigen. Standard serological tests are often not reliable for diagnosis after seroconversion and convalescence due to cross-reactivity among flaviviruses. Methods: In order to contribute to development efforts for mosquito-borne serodiagnostics, we incubated 137 human sera on individual custom peptide arrays that consisted of over 866 unique peptides in quadruplicate. Our bioinformatics workflow to analyze these data incorporated machine learning, statistics, and B-cell epitope prediction. Results: Here we report the results of our peptide array data analysis, which revealed sets of peptides that have diagnostic potential for detecting past exposure to a subset of the tested human pathogens including Zika virus. These peptides were then confirmed using the well-established ELISA method. Conclusions: These array data, and the resulting peptides can be useful in diverse efforts including the development of new pan-flavivirus antibodies, more accurate epitope mapping, and vaccine development against these viral pathogens.
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Affiliation(s)
| | - Nurgun Kose
- Vanderbilt Vaccine Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Leda Parham
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Angel Balmaseda
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
| | - Guillermina Kuan
- Centro de Salud Sócrates Flores Vivas, Ministry of Health, Managua, Nicaragua
| | - Ivette Lorenzana
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, 94720-3370, USA
| | - James E. Crowe
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Brett E. Pickett
- J. Craig Venter Institute, La Jolla, CA, 92137, USA
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, 84602, USA
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12
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Martinez Viedma MDP, Kose N, Parham L, Balmaseda A, Kuan G, Lorenzana I, Harris E, Crowe JE, Pickett BE. Peptide arrays incubated with three collections of human sera from patients infected with mosquito-borne viruses. F1000Res 2019; 8:1875. [PMID: 32201571 PMCID: PMC7065662 DOI: 10.12688/f1000research.20981.3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/26/2020] [Indexed: 11/24/2022] Open
Abstract
Background: Global outbreaks caused by emerging or re-emerging arthropod-borne viruses (arboviruses) are becoming increasingly more common. These pathogens include the mosquito-borne viruses belonging to the Flavivirus and Alphavirus genera. These viruses often cause non-specific or asymptomatic infection, which can confound viral prevalence studies. In addition, many acute phase diagnostic tests rely on the detection of viral components such as RNA or antigen. Standard serological tests are often not reliable for diagnosis after seroconversion and convalescence due to cross-reactivity among flaviviruses. Methods: In order to contribute to development efforts for mosquito-borne serodiagnostics, we incubated 137 human sera on individual custom peptide arrays that consisted of over 866 unique peptides in quadruplicate. Our bioinformatics workflow to analyze these data incorporated machine learning, statistics, and B-cell epitope prediction. Results: Here we report the results of our peptide array data analysis, which revealed sets of peptides that have diagnostic potential for detecting past exposure to a subset of the tested human pathogens including Zika virus. These peptides were then confirmed using the well-established ELISA method. Conclusions: These array data, and the resulting peptides can be useful in diverse efforts including the development of new pan-flavivirus antibodies, more accurate epitope mapping, and vaccine development against these viral pathogens.
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Affiliation(s)
| | - Nurgun Kose
- Vanderbilt Vaccine Center, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Leda Parham
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Angel Balmaseda
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
| | - Guillermina Kuan
- Centro de Salud Sócrates Flores Vivas, Ministry of Health, Managua, Nicaragua
| | - Ivette Lorenzana
- Instituto de Investigacion en Microbiologia, Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, 94720-3370, USA
| | - James E Crowe
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Brett E Pickett
- J. Craig Venter Institute, La Jolla, CA, 92137, USA
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT, 84602, USA
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13
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Abstract
Zika virus (ZIKV) is an arthropod-borne virus that belongs to the Flaviviridae family. Although most cases are mild or go undetected, rare severe neurologic effects, including congenital ZIKV syndrome (CZS) and Guillain-Barré syndrome, have been identified. The serious neurologic complications associated with ZIKV prompted the declaration of the public health emergency of international concern by the World Health Organization. Overall, transmission occurred throughout South and Central America as well as the Caribbean, affecting 48 countries and territories from March 2015 to March 2017. Long-term management of CZS requires a comprehensive combination of supportive services throughout early development.
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Affiliation(s)
- Savina Reid
- Department of Neurology, Columbia University Medical Center, Milstein Hospital, 177 Fort Washington Avenue, 8GS-300, New York, NY 10032, USA
| | - Kathryn Rimmer
- Department of Neurology, Columbia University Medical Center, Milstein Hospital, 177 Fort Washington Avenue, 8GS-300, New York, NY 10032, USA
| | - Kiran Thakur
- Division of Critical Care and Hospitalist Neurology, Department of Neurology, Columbia University Medical Center, Milstein Hospital, 177 Fort Washington Avenue, 8GS-300, New York, NY 10032, USA.
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14
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Amrun SN, Yee W, Abu Bakar F, Lee B, Kam Y, Lum F, Tan JJL, Lim VWX, Watthanaworawit W, Ling C, Nosten F, Renia L, Leo Y, Ng LFP. Novel differential linear B-cell epitopes to identify Zika and dengue virus infections in patients. Clin Transl Immunology 2019; 8:e1066. [PMID: 31372218 PMCID: PMC6659153 DOI: 10.1002/cti2.1066] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 06/09/2019] [Accepted: 06/09/2019] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES Recent Zika virus (ZIKV) outbreaks challenged existing laboratory diagnostic standards, especially for serology-based methods. Because of the genetic and structural similarity of ZIKV with other flaviviruses, this results in cross-reactive antibodies, which confounds serological interpretations. METHODS Plasma from Singapore ZIKV patients was screened longitudinally for antibody responses and neutralising capacities against ZIKV. Samples from healthy controls, ZIKV patients and DENV patients were further assessed using ZIKV and DENV peptides of precursor membrane (prM), envelope (E) or non-structural 1 (NS1) viral proteins in a peptide-based ELISA for epitope identification. Identified epitopes were re-validated and diagnostically evaluated using sera of patients with DENV, bacteria or unknown infections from Thailand. RESULTS Long-lasting ZIKV-neutralising antibodies were elicited during ZIKV infection. Thirteen potential linear B-cell epitopes were identified, and of these, four common flavivirus, three ZIKV-specific and one DENV-specific differential epitopes had more than 50% sensitivity and specificity. Notably, ZIKV-specific peptide 26 on domain I/II of E protein (amino acid residues 271-288) presented 80% sensitivity and 85.7% specificity. Importantly, the differential epitopes also showed significance in differentiating non-flavivirus patient samples. CONCLUSION Linear B-cell epitope candidates to differentiate between ZIKV and DENV infections were identified, providing the first step towards the design of a much-needed serology-based assay.
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Affiliation(s)
- Siti Naqiah Amrun
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Wearn‐Xin Yee
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Farhana Abu Bakar
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Bernett Lee
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Yiu‐Wing Kam
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Fok‐Moon Lum
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Jeslin JL Tan
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Vanessa WX Lim
- Communicable Diseases CentreInstitute of Infectious Diseases and EpidemiologyTan Tock Seng HospitalSingapore CitySingapore
| | - Wanitda Watthanaworawit
- Shoklo Malaria Research UnitMahidol‐Oxford Tropical Medicine Research UnitFaculty of Tropical MedicineMahidol UniversityMae SotThailand
| | - Clare Ling
- Shoklo Malaria Research UnitMahidol‐Oxford Tropical Medicine Research UnitFaculty of Tropical MedicineMahidol UniversityMae SotThailand
| | - Francois Nosten
- Shoklo Malaria Research UnitMahidol‐Oxford Tropical Medicine Research UnitFaculty of Tropical MedicineMahidol UniversityMae SotThailand
- Centre for Tropical Medicine and Global HealthNuffield Department of MedicineUniversity of OxfordOxfordUK
| | - Laurent Renia
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
| | - Yee‐Sin Leo
- Communicable Diseases CentreInstitute of Infectious Diseases and EpidemiologyTan Tock Seng HospitalSingapore CitySingapore
- Lee Kong Chian School of MedicineNanyang Technological UniversitySingapore CitySingapore
- Saw Swee Hock School of Public HealthNational University of SingaporeSingapore CitySingapore
| | - Lisa FP Ng
- Singapore Immunology NetworkAgency for Science, Technology and Research (A*STAR)Singapore CitySingapore
- National Institute of Health ResearchHealth Protection Research Unit in Emerging and Zoonotic InfectionsLiverpoolUK
- Institute of Infection and Global HealthUniversity of LiverpoolLiverpoolUK
- Department of BiochemistryYong Loo Lin School of MedicineNational University of SingaporeSingapore CitySingapore
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15
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Optimization of qRT-PCR assay for zika virus detection in human serum and urine. Virus Res 2019; 263:173-178. [PMID: 30742853 DOI: 10.1016/j.virusres.2019.01.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 01/11/2019] [Accepted: 01/21/2019] [Indexed: 12/31/2022]
Abstract
Zika Virus (ZIKV) is a mosquito-borne flavivirus that the World Health Organization (WHO) declared a global concern due to the severity of infection. This study focuses on determining the level of detection of ZIKV RNA in human serum and urine. Known amounts of Zika virus were added to uninfected human serum and urine samples. Different reverse transcriptases were compared to select the optimal enzyme for this application. Zika RNA in these samples was then quantified with qRT-PCR to determine the lower limit of detection in these fluids and to construct a standard curve. Student's t-test of paired samples was used in order to identify statistical differences. The SuperScript III enzyme was able to produce more ZIKV cDNA when compared to PrimeScript. Zika virus RNA was found to be detectable at lower levels (2.5 PFU/mL) in urine than in serum (250 PFU/mL) when using SuperScript III. This study demonstrates how the selection of both the human clinical specimen, and the reverse transcriptase enzyme involved in the molecular detection of ZIKV by quantitative real-time polymerase chain reaction (qRT-PCR), play an important role in enabling improved detection of the virus.
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16
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Multimodal assessments of Zika virus immune pathophysiological responses in marmosets. Sci Rep 2018; 8:17125. [PMID: 30459473 PMCID: PMC6244230 DOI: 10.1038/s41598-018-35481-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 11/06/2018] [Indexed: 11/09/2022] Open
Abstract
Animal models that recapitulate the human pathophysiology have been developed as useful research tools. Although laboratory mice are widely used, they are phylogenetically “distant” to humans. New world monkeys, such as the common marmoset (Callithrix jacchus) have steadily gained prominence. In this report, marmosets are explored as an alternate in vivo model to investigate infection and immunity of Zika virus (ZIKV). Multimodal platforms, including ultrasound and magnetic resonance imaging (MRI), flow cytometry, and multiplex microbead immunoassays were established to comprehensively decipher immune responses and pathophysiological outcomes. While ZIKV-infected marmosets had detectable ZIKV RNA load in various body fluids, animals did not develop any observable lesions in their testes and brains as shown by ultrasound and MRI. Immune-phenotyping detected differences in the numbers of B cells, CD8+ T cells and HLADR+ NK cells during the first two weeks of infection. Neutralizing ZIKV-specific antibodies were elicited to high levels and targeted epitopes in the E protein. This study presents a one-stop-shop platform to study infection and pathophysiology in marmosets. While marmoset-specific research tools are being refined, the research values of these animals present them as a good model for immune-based therapies.
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17
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Heffron AS, Mohr EL, Baker D, Haj AK, Buechler CR, Bailey A, Dudley DM, Newman CM, Mohns MS, Koenig M, Breitbach ME, Rasheed M, Stewart LM, Eickhoff J, Pinapati RS, Beckman E, Li H, Patel J, Tan JC, O’Connor DH. Antibody responses to Zika virus proteins in pregnant and non-pregnant macaques. PLoS Negl Trop Dis 2018; 12:e0006903. [PMID: 30481182 PMCID: PMC6286021 DOI: 10.1371/journal.pntd.0006903] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Revised: 12/07/2018] [Accepted: 10/04/2018] [Indexed: 12/11/2022] Open
Abstract
The specificity of the antibody response against Zika virus (ZIKV) is not well-characterized. This is due, in part, to the antigenic similarity between ZIKV and closely related dengue virus (DENV) serotypes. Since these and other similar viruses co-circulate, are spread by the same mosquito species, and can cause similar acute clinical syndromes, it is difficult to disentangle ZIKV-specific antibody responses from responses to closely-related arboviruses in humans. Here we use high-density peptide microarrays to profile anti-ZIKV antibody reactivity in pregnant and non-pregnant macaque monkeys with known exposure histories and compare these results to reactivity following DENV infection. We also compare cross-reactive binding of ZIKV-immune sera to the full proteomes of 28 arboviruses. We independently confirm a purported ZIKV-specific IgG antibody response targeting ZIKV nonstructural protein 2B (NS2B) that was recently reported in ZIKV-infected people and we show that antibody reactivity in pregnant animals can be detected as late as 127 days post-infection (dpi). However, we also show that these responses wane over time, sometimes rapidly, and in one case the response was elicited following DENV infection in a previously ZIKV-exposed animal. These results suggest epidemiologic studies assessing seroprevalence of ZIKV immunity using linear epitope-based strategies will remain challenging to interpret due to susceptibility to false positive results. However, the method used here demonstrates the potential for rapid profiling of proteome-wide antibody responses to a myriad of neglected diseases simultaneously and may be especially useful for distinguishing antibody reactivity among closely related pathogens.
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Affiliation(s)
- Anna S. Heffron
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Emma L. Mohr
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States of America
| | - David Baker
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Amelia K. Haj
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Connor R. Buechler
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Adam Bailey
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Dawn M. Dudley
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Christina M. Newman
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Mariel S. Mohns
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Michelle Koenig
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Meghan E. Breitbach
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Mustafa Rasheed
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Laurel M. Stewart
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Jens Eickhoff
- Department of Biostatistics & Medical Informatics, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Richard S. Pinapati
- Technology Innovation, Roche Sequencing Solutions, Madison, WI, United States of America
| | - Erica Beckman
- Technology Innovation, Roche Sequencing Solutions, Madison, WI, United States of America
| | - Hanying Li
- Technology Innovation, Roche Sequencing Solutions, Madison, WI, United States of America
| | - Jigar Patel
- Technology Innovation, Roche Sequencing Solutions, Madison, WI, United States of America
| | - John C. Tan
- Technology Innovation, Roche Sequencing Solutions, Madison, WI, United States of America
| | - David H. O’Connor
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, United States of America
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18
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Sola L, Gagni P, D’Annessa I, Capelli R, Bertino C, Romanato A, Damin F, Bergamaschi G, Marchisio E, Cuzzocrea A, Bombaci M, Grifantini R, Chiari M, Colombo G, Gori A, Cretich M. Enhancing Antibody Serodiagnosis Using a Controlled Peptide Coimmobilization Strategy. ACS Infect Dis 2018; 4:998-1006. [PMID: 29570266 DOI: 10.1021/acsinfecdis.8b00014] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Antigen immunoreactivity is often determined by surface regions defined by the 3D juxtapositions of amino acids stretches that are not continuous in the linear sequence. As such, mimicking an antigen immunoreactivity by means of putative linear peptide epitopes for diagnostic purposes is not trivial. Here we present a straightforward and robust method to extend the reach of immune-diagnostic probes design by copresenting peptides belonging to the same antigenic surface. In this case study focused on a computationally predicted Zika virus NS1 protein putative antigenic region, we reached a diagnostic confidence by the oriented and spatially controlled coimmobilization of peptide sequences found adjacent within the protein fold, that cooperatively interacted to provide enhanced immunoreactivity with respect to single linear epitopes. Through our method, we were able to differentiate Zika infected individuals from healthy controls. Remarkably, our strategy fits well with the requirements to build high-throughput screening platforms of linear and mixed peptide libraries, and it could possibly facilitate the rapid identification of conformational immunoreactive regions.
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Affiliation(s)
- Laura Sola
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Paola Gagni
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Ilda D’Annessa
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Riccardo Capelli
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Camilla Bertino
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Alessandro Romanato
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Francesco Damin
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Greta Bergamaschi
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Edoardo Marchisio
- Diagnostic Bioprobes s.r.l. (DiaPro), via G. Carducci 27, 20090 Sesto San Giovanni, Italy
| | - Angela Cuzzocrea
- Diagnostic Bioprobes s.r.l. (DiaPro), via G. Carducci 27, 20090 Sesto San Giovanni, Italy
| | - Mauro Bombaci
- Istituto Nazionale di Genetica Molecolare “Romeo ed Enrica Invernizzi” (INGM), Via Francesco Sforza. 35, 20122 Milano, Italy
| | - Renata Grifantini
- Istituto Nazionale di Genetica Molecolare “Romeo ed Enrica Invernizzi” (INGM), Via Francesco Sforza. 35, 20122 Milano, Italy
| | - Marcella Chiari
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Giorgio Colombo
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
- Dipartimento di Chimica, Università di Pavia, V.le Taramelli 12, 27100 Pavia, Italy
| | - Alessandro Gori
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
| | - Marina Cretich
- Consiglio Nazionale delle Ricerche, Istituto di Chimica del Riconoscimento Molecolare (ICRM), Via Mario Bianco, 9, 20131 Milano, Italy
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19
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A novel synthetic peptide microarray assay detects Chlamydia species-specific antibodies in animal and human sera. Sci Rep 2018; 8:4701. [PMID: 29549361 PMCID: PMC5856796 DOI: 10.1038/s41598-018-23118-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 03/05/2018] [Indexed: 12/22/2022] Open
Abstract
Serological analysis of Chlamydia (C.) spp. infections is still mainly based on micro-immunofluorescence and ELISA. To overcome the limitations of conventional serology, we have designed a novel microarray carrying 52 synthetic peptides representing B-cell epitopes from immunodominant proteins of all 11 chlamydial species. The new assay has been validated using monospecific mouse hyperimmune sera. Subsequently, serum samples from cattle, sheep and humans with a known history of chlamydial infection were examined. For instance, the specific humoral response of sheep to treatment with a C. abortus vaccine has been visualized against a background of C. pecorum carriership. In samples from humans, dual infection with C. trachomatis and C. pneumoniae could be demonstrated. The experiments revealed that the peptide microarray assay was capable of simultaneously identifying specific antibodies to each Chlamydia spp. The actual assay represents an open platform test that can be complemented through future advances in Chlamydia proteome research. The concept of the highly parallel multi-antigen microarray proven in this study has the potential to enhance our understanding of antibody responses by defining not only a single quantitative response, but also the pattern of this response. The added value of using peptide antigens will consist in unprecedented serodiagnostic specificity.
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Rothan HA, Bidokhti MRM, Byrareddy SN. Current concerns and perspectives on Zika virus co-infection with arboviruses and HIV. J Autoimmun 2018; 89:11-20. [PMID: 29352633 DOI: 10.1016/j.jaut.2018.01.002] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 12/30/2017] [Accepted: 01/08/2018] [Indexed: 12/21/2022]
Abstract
Dissemination of vector-borne viruses, such as Zika virus (ZIKV), in tropical and sub-tropical regions has a complicated impact on the immunopathogenesis of other endemic viruses such as dengue virus (DENV), chikungunya virus (CHIKV) and human immunodeficiency virus (HIV). The consequences of the possible co-infections with these viruses have specifically shown significant impact on the treatment and vaccination strategies. ZIKV is a mosquito-borne flavivirus from African and Asian lineages that causes neurological complications in infected humans. Many of DENV and CHIKV endemic regions have been experiencing outbreaks of ZIKV infection. Intriguingly, the mosquitoes, Aedes Aegypti and Aedes Albopictus, can simultaneously transmit all the combinations of ZIKV, DENV, and CHIKV to the humans. The co-circulation of these viruses leads to a complicated immune response due to the pre-existence or co-existence of ZIKV infection with DENV and CHIKV infections. The non-vector transmission of ZIKV, especially, via sexual intercourse and placenta represents an additional burden that may hander the treatment strategies of other sexually transmitted diseases such as HIV. Collectively, ZIKV co-circulation and co-infection with other viruses have inevitable impact on the host immune response, diagnosis techniques, and vaccine development strategies for the control of these co-infections.
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Affiliation(s)
- Hussin A Rothan
- Department of Human Biology, International Medical University, Bukit Jalil, 57000 Kuala Lumpur, Malaysia.
| | - Mehdi R M Bidokhti
- Department of Pharmacology and Experimental Neuroscience, College of Medicine, University of Nebraska Medical Centre (UNMC), Omaha, NE 68198-5800, USA.
| | - Siddappa N Byrareddy
- Department of Pharmacology and Experimental Neuroscience, College of Medicine, University of Nebraska Medical Centre (UNMC), Omaha, NE 68198-5800, USA.
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Paixão ES, Teixeira MG, Rodrigues LC. Zika, chikungunya and dengue: the causes and threats of new and re-emerging arboviral diseases. BMJ Glob Health 2018; 3:e000530. [PMID: 29435366 PMCID: PMC5759716 DOI: 10.1136/bmjgh-2017-000530] [Citation(s) in RCA: 223] [Impact Index Per Article: 37.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Revised: 10/30/2017] [Accepted: 11/08/2017] [Indexed: 12/26/2022] Open
Abstract
The recent emergence and re-emergence of viral infections transmitted by vectors—Zika, chikungunya, dengue, Japanese encephalitis, West Nile, yellow fever and others—is a cause for international concern. Using as examples Zika, chikungunya and dengue, we summarise current knowledge on characteristics of the viruses and their transmission, clinical features, laboratory diagnosis, burden, history, possible causes of the spread and the expectation for future epidemics. Arboviruses are transmitted by mosquitoes, are of difficult diagnosis, can have surprising clinical complications and cause severe burden. The current situation is complex, because there is no vaccine for Zika and chikungunya and no specific treatment for the three arboviruses. Vector control is the only comprehensive solution available now and this remains a challenge because up to now this has not been very effective. Until we develop new technologies of control mosquito populations, the globalised and urbanised world we live in will remain vulnerable to the threat of successive arbovirus epidemics.
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Affiliation(s)
- Enny S Paixão
- Epidemiology and Population Health, London Schoolof Hygiene and Tropical Medicine, London, Uk
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | | | - Laura C Rodrigues
- Epidemiology and Population Health, London School of Hygiene and tropical Medicine, London, uk
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Structures and Functions of the Envelope Glycoprotein in Flavivirus Infections. Viruses 2017; 9:v9110338. [PMID: 29137162 PMCID: PMC5707545 DOI: 10.3390/v9110338] [Citation(s) in RCA: 99] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Revised: 10/28/2017] [Accepted: 11/10/2017] [Indexed: 12/26/2022] Open
Abstract
Flaviviruses are enveloped, single-stranded RNA viruses that widely infect many animal species. The envelope protein, a structural protein of flavivirus, plays an important role in host cell viral infections. It is composed of three separate structural envelope domains I, II, and III (EDI, EDII, and EDIII). EDI is a structurally central domain of the envelope protein which stabilizes the overall orientation of the protein, and the glycosylation sites in EDI are related to virus production, pH sensitivity, and neuroinvasiveness. EDII plays an important role in membrane fusion because of the immunodominance of the fusion loop epitope and the envelope dimer epitope. Additionally, EDIII is the major target of neutralization antibodies. The envelope protein is an important target for research to develop vaccine candidates and antiviral therapeutics. This review summarizes the structures and functions of ED I/II/III, and provides practical applications for the three domains, with the ultimate goal of implementing strategies to utilize the envelope protein against flavivirus infections, thus achieving better diagnostics and developing potential flavivirus therapeutics and vaccines.
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