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Testing Raman spectroscopy as a diagnostic approach for Lyme disease patients

Lyme disease (LD), the leading tick-borne disease in the Northern hemisphere, is caused by spirochetes of several genospecies of the Borreliella burgdorferi sensu lato complex. LD is a multi-systemic and highly debilitating illness that is notoriously challenging to diagnose. The main drawbacks of t...

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Autores principales: Goff, Nicolas K., Dou, Tianyi, Higgins, Samantha, Horn, Elizabeth J., Morey, Rohini, McClellan, Kyle, Kurouski, Dmitry, Rogovskyy, Artem S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9647194/
https://www.ncbi.nlm.nih.gov/pubmed/36389168
http://dx.doi.org/10.3389/fcimb.2022.1006134
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author Goff, Nicolas K.
Dou, Tianyi
Higgins, Samantha
Horn, Elizabeth J.
Morey, Rohini
McClellan, Kyle
Kurouski, Dmitry
Rogovskyy, Artem S.
author_facet Goff, Nicolas K.
Dou, Tianyi
Higgins, Samantha
Horn, Elizabeth J.
Morey, Rohini
McClellan, Kyle
Kurouski, Dmitry
Rogovskyy, Artem S.
author_sort Goff, Nicolas K.
collection PubMed
description Lyme disease (LD), the leading tick-borne disease in the Northern hemisphere, is caused by spirochetes of several genospecies of the Borreliella burgdorferi sensu lato complex. LD is a multi-systemic and highly debilitating illness that is notoriously challenging to diagnose. The main drawbacks of the two-tiered serology, the only approved diagnostic test in the United States, include poor sensitivity, background seropositivity, and cross-reactivity. Recently, Raman spectroscopy (RS) was examined for its LD diagnostic utility by our earlier proof-of-concept study. The previous investigation analyzed the blood from mice that were infected with 297 and B31 strains of Borreliella burgdorferi sensu stricto (s.s.). The selected strains represented two out of the three major clades of B. burgdorferi s.s. isolates found in the United States. The obtained results were encouraging and prompted us to further investigate the RS diagnostic capacity for LD in this study. The present investigation has analyzed blood of mice infected with European genospecies, Borreliella afzelii or Borreliella garinii, or B. burgdorferi N40, a strain of the third major class of B. burgdorferi s.s. in the United States. Moreover, 90 human serum samples that originated from LD-confirmed, LD-negative, and LD-probable human patients were also analyzed by RS. The overall results demonstrated that blood samples from Borreliella-infected mice were identified with 96% accuracy, 94% sensitivity, and 100% specificity. Furthermore, human blood samples were analyzed with 88% accuracy, 85% sensitivity, and 90% specificity. Together, the current data indicate that RS should be further explored as a potential diagnostic test for LD patients.
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spelling pubmed-96471942022-11-15 Testing Raman spectroscopy as a diagnostic approach for Lyme disease patients Goff, Nicolas K. Dou, Tianyi Higgins, Samantha Horn, Elizabeth J. Morey, Rohini McClellan, Kyle Kurouski, Dmitry Rogovskyy, Artem S. Front Cell Infect Microbiol Cellular and Infection Microbiology Lyme disease (LD), the leading tick-borne disease in the Northern hemisphere, is caused by spirochetes of several genospecies of the Borreliella burgdorferi sensu lato complex. LD is a multi-systemic and highly debilitating illness that is notoriously challenging to diagnose. The main drawbacks of the two-tiered serology, the only approved diagnostic test in the United States, include poor sensitivity, background seropositivity, and cross-reactivity. Recently, Raman spectroscopy (RS) was examined for its LD diagnostic utility by our earlier proof-of-concept study. The previous investigation analyzed the blood from mice that were infected with 297 and B31 strains of Borreliella burgdorferi sensu stricto (s.s.). The selected strains represented two out of the three major clades of B. burgdorferi s.s. isolates found in the United States. The obtained results were encouraging and prompted us to further investigate the RS diagnostic capacity for LD in this study. The present investigation has analyzed blood of mice infected with European genospecies, Borreliella afzelii or Borreliella garinii, or B. burgdorferi N40, a strain of the third major class of B. burgdorferi s.s. in the United States. Moreover, 90 human serum samples that originated from LD-confirmed, LD-negative, and LD-probable human patients were also analyzed by RS. The overall results demonstrated that blood samples from Borreliella-infected mice were identified with 96% accuracy, 94% sensitivity, and 100% specificity. Furthermore, human blood samples were analyzed with 88% accuracy, 85% sensitivity, and 90% specificity. Together, the current data indicate that RS should be further explored as a potential diagnostic test for LD patients. Frontiers Media S.A. 2022-10-27 /pmc/articles/PMC9647194/ /pubmed/36389168 http://dx.doi.org/10.3389/fcimb.2022.1006134 Text en Copyright © 2022 Goff, Dou, Higgins, Horn, Morey, McClellan, Kurouski and Rogovskyy https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cellular and Infection Microbiology
Goff, Nicolas K.
Dou, Tianyi
Higgins, Samantha
Horn, Elizabeth J.
Morey, Rohini
McClellan, Kyle
Kurouski, Dmitry
Rogovskyy, Artem S.
Testing Raman spectroscopy as a diagnostic approach for Lyme disease patients
title Testing Raman spectroscopy as a diagnostic approach for Lyme disease patients
title_full Testing Raman spectroscopy as a diagnostic approach for Lyme disease patients
title_fullStr Testing Raman spectroscopy as a diagnostic approach for Lyme disease patients
title_full_unstemmed Testing Raman spectroscopy as a diagnostic approach for Lyme disease patients
title_short Testing Raman spectroscopy as a diagnostic approach for Lyme disease patients
title_sort testing raman spectroscopy as a diagnostic approach for lyme disease patients
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9647194/
https://www.ncbi.nlm.nih.gov/pubmed/36389168
http://dx.doi.org/10.3389/fcimb.2022.1006134
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