Cargando…

Development and Validation of a Protein Array for Detection of Antibodies against the Tick-Borne Pathogen Borrelia miyamotoi

Current serological tests for the emerging tick-borne pathogen Borrelia miyamotoi lack diagnostic accuracy. To improve serodiagnosis, we investigated a protein array simultaneously screening for IgM and IgG reactivity against multiple recombinant B. miyamotoi antigens. The array included six B. miya...

Descripción completa

Detalles Bibliográficos
Autores principales: Hoornstra, Dieuwertje, Stukolova, Olga A., Karan, Ludmila S., Sarksyan, Denis S., Kolyasnikova, Nadezhda M., Markelov, Mikhail L., Cherkashina, Anna S., Dolgova, Anna S., Sudina, Anna E., Sokolova, Marina I., Platonov, Alexander E., Hovius, Joppe W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9769530/
https://www.ncbi.nlm.nih.gov/pubmed/36314925
http://dx.doi.org/10.1128/spectrum.02036-22
_version_ 1784854390572580864
author Hoornstra, Dieuwertje
Stukolova, Olga A.
Karan, Ludmila S.
Sarksyan, Denis S.
Kolyasnikova, Nadezhda M.
Markelov, Mikhail L.
Cherkashina, Anna S.
Dolgova, Anna S.
Sudina, Anna E.
Sokolova, Marina I.
Platonov, Alexander E.
Hovius, Joppe W.
author_facet Hoornstra, Dieuwertje
Stukolova, Olga A.
Karan, Ludmila S.
Sarksyan, Denis S.
Kolyasnikova, Nadezhda M.
Markelov, Mikhail L.
Cherkashina, Anna S.
Dolgova, Anna S.
Sudina, Anna E.
Sokolova, Marina I.
Platonov, Alexander E.
Hovius, Joppe W.
author_sort Hoornstra, Dieuwertje
collection PubMed
description Current serological tests for the emerging tick-borne pathogen Borrelia miyamotoi lack diagnostic accuracy. To improve serodiagnosis, we investigated a protein array simultaneously screening for IgM and IgG reactivity against multiple recombinant B. miyamotoi antigens. The array included six B. miyamotoi antigens: glycerophosphodiester phosphodiesterase (GlpQ), multiple variable major proteins (Vmps), and flagellin. Sera included samples from cases of PCR-proven Borrelia miyamotoi disease (BMD), multiple potentially cross-reactive control groups (including patients with culture-proven Lyme borreliosis, confirmed Epstein-Barr virus, cytomegalovirus, or other spirochetal infections), and several healthy control groups from regions where Ixodes is endemic and regions where it is nonendemic. Based on receiver operating characteristic (ROC) analyses, the cutoff for reactivity per antigen was set at 5 μg/mL for IgM and IgG. The individual antigens demonstrated high sensitivity but relatively low specificity for both IgM and IgG. The best-performing single antigen (GlpQ) showed a sensitivity of 88.0% (95% confidence interval [CI], 78.9 to 93.5) and a specificity of 94.2% (95% CI, 92.7 to 95.6) for IgM/IgG. Applying the previous published diagnostic algorithm—defining seroreactivity as reactivity against GlpQ and any Vmp—revealed a significantly higher specificity of 98.5% (95% CI, 97.6 to 99.2) but a significantly lower sensitivity of 79.5% (95% CI, 69.3 to 87.0) for IgM/IgG compared to GlpQ alone. Therefore, we propose to define seroreactivity as reactivity against GlpQ and any Vmp or flagellin which resulted in a comparable sensitivity of 84.3% (95% CI, 74.7 to 90.8) and a significantly higher specificity of 97.9% (95% CI, 96.9 to 98.7) for IgM/IgG compared to GlpQ alone. In conclusion, we have developed and validated a novel serological tool to diagnose BMD that could be implemented in clinical practice and epidemiological studies. IMPORTANCE This paper describes the protein array as a novel serological test for the diagnosis of Borrelia miyamotoi disease (BMD), by reporting the methodology, the development of a diagnostic algorithm, and its extensive validation. With rising numbers of ticks and tick bites, tick-borne diseases, such as BMD, urgently deserve further societal and medical attention. B. miyamotoi is prevalent in Ixodes ticks across the northern hemisphere. Humans are exposed to, and infected by, B. miyamotoi and develop BMD in Asia, in North America, and to a lesser extent in Europe. However, the burden of infection and disease remains largely unknown, due to the noncharacteristic clinical presentation, together with the lack of awareness and availability of diagnostic tools. With this paper, we offer a novel diagnostic tool which will assist in assessing the burden of disease and could be implemented in clinical care.
format Online
Article
Text
id pubmed-9769530
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher American Society for Microbiology
record_format MEDLINE/PubMed
spelling pubmed-97695302022-12-22 Development and Validation of a Protein Array for Detection of Antibodies against the Tick-Borne Pathogen Borrelia miyamotoi Hoornstra, Dieuwertje Stukolova, Olga A. Karan, Ludmila S. Sarksyan, Denis S. Kolyasnikova, Nadezhda M. Markelov, Mikhail L. Cherkashina, Anna S. Dolgova, Anna S. Sudina, Anna E. Sokolova, Marina I. Platonov, Alexander E. Hovius, Joppe W. Microbiol Spectr Research Article Current serological tests for the emerging tick-borne pathogen Borrelia miyamotoi lack diagnostic accuracy. To improve serodiagnosis, we investigated a protein array simultaneously screening for IgM and IgG reactivity against multiple recombinant B. miyamotoi antigens. The array included six B. miyamotoi antigens: glycerophosphodiester phosphodiesterase (GlpQ), multiple variable major proteins (Vmps), and flagellin. Sera included samples from cases of PCR-proven Borrelia miyamotoi disease (BMD), multiple potentially cross-reactive control groups (including patients with culture-proven Lyme borreliosis, confirmed Epstein-Barr virus, cytomegalovirus, or other spirochetal infections), and several healthy control groups from regions where Ixodes is endemic and regions where it is nonendemic. Based on receiver operating characteristic (ROC) analyses, the cutoff for reactivity per antigen was set at 5 μg/mL for IgM and IgG. The individual antigens demonstrated high sensitivity but relatively low specificity for both IgM and IgG. The best-performing single antigen (GlpQ) showed a sensitivity of 88.0% (95% confidence interval [CI], 78.9 to 93.5) and a specificity of 94.2% (95% CI, 92.7 to 95.6) for IgM/IgG. Applying the previous published diagnostic algorithm—defining seroreactivity as reactivity against GlpQ and any Vmp—revealed a significantly higher specificity of 98.5% (95% CI, 97.6 to 99.2) but a significantly lower sensitivity of 79.5% (95% CI, 69.3 to 87.0) for IgM/IgG compared to GlpQ alone. Therefore, we propose to define seroreactivity as reactivity against GlpQ and any Vmp or flagellin which resulted in a comparable sensitivity of 84.3% (95% CI, 74.7 to 90.8) and a significantly higher specificity of 97.9% (95% CI, 96.9 to 98.7) for IgM/IgG compared to GlpQ alone. In conclusion, we have developed and validated a novel serological tool to diagnose BMD that could be implemented in clinical practice and epidemiological studies. IMPORTANCE This paper describes the protein array as a novel serological test for the diagnosis of Borrelia miyamotoi disease (BMD), by reporting the methodology, the development of a diagnostic algorithm, and its extensive validation. With rising numbers of ticks and tick bites, tick-borne diseases, such as BMD, urgently deserve further societal and medical attention. B. miyamotoi is prevalent in Ixodes ticks across the northern hemisphere. Humans are exposed to, and infected by, B. miyamotoi and develop BMD in Asia, in North America, and to a lesser extent in Europe. However, the burden of infection and disease remains largely unknown, due to the noncharacteristic clinical presentation, together with the lack of awareness and availability of diagnostic tools. With this paper, we offer a novel diagnostic tool which will assist in assessing the burden of disease and could be implemented in clinical care. American Society for Microbiology 2022-10-31 /pmc/articles/PMC9769530/ /pubmed/36314925 http://dx.doi.org/10.1128/spectrum.02036-22 Text en Copyright © 2022 Hoornstra et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Hoornstra, Dieuwertje
Stukolova, Olga A.
Karan, Ludmila S.
Sarksyan, Denis S.
Kolyasnikova, Nadezhda M.
Markelov, Mikhail L.
Cherkashina, Anna S.
Dolgova, Anna S.
Sudina, Anna E.
Sokolova, Marina I.
Platonov, Alexander E.
Hovius, Joppe W.
Development and Validation of a Protein Array for Detection of Antibodies against the Tick-Borne Pathogen Borrelia miyamotoi
title Development and Validation of a Protein Array for Detection of Antibodies against the Tick-Borne Pathogen Borrelia miyamotoi
title_full Development and Validation of a Protein Array for Detection of Antibodies against the Tick-Borne Pathogen Borrelia miyamotoi
title_fullStr Development and Validation of a Protein Array for Detection of Antibodies against the Tick-Borne Pathogen Borrelia miyamotoi
title_full_unstemmed Development and Validation of a Protein Array for Detection of Antibodies against the Tick-Borne Pathogen Borrelia miyamotoi
title_short Development and Validation of a Protein Array for Detection of Antibodies against the Tick-Borne Pathogen Borrelia miyamotoi
title_sort development and validation of a protein array for detection of antibodies against the tick-borne pathogen borrelia miyamotoi
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9769530/
https://www.ncbi.nlm.nih.gov/pubmed/36314925
http://dx.doi.org/10.1128/spectrum.02036-22
work_keys_str_mv AT hoornstradieuwertje developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT stukolovaolgaa developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT karanludmilas developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT sarksyandeniss developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT kolyasnikovanadezhdam developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT markelovmikhaill developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT cherkashinaannas developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT dolgovaannas developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT sudinaannae developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT sokolovamarinai developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT platonovalexandere developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi
AT hoviusjoppew developmentandvalidationofaproteinarrayfordetectionofantibodiesagainstthetickbornepathogenborreliamiyamotoi