Unknown

Dataset Information

0

Rapid single-tier serodiagnosis of Lyme disease.


ABSTRACT: Point-of-care serological and direct antigen testing offers actionable insights for diagnosing challenging illnesses, empowering distributed health systems. Here, we report a POC-compatible serologic test for Lyme disease (LD), leveraging synthetic peptides specific to LD antibodies and a paper-based platform for rapid, and cost-effective diagnosis. Antigenic epitopes conserved across Borrelia burgdorferi genospecies, targeted by IgG and IgM antibodies, are selected to develop a multiplexed panel for detection of LD antibodies from patient sera. Multiple peptide epitopes, when combined synergistically with a machine learning-based diagnostic model achieve high sensitivity without sacrificing specificity. Blinded validation with 15 LD-positive and 15 negative samples shows 95.5% sensitivity and 100% specificity. Blind testing with the CDC's LD repository samples confirms the test accuracy, matching lab-based two-tier results, correctly differentiating between LD and look-alike diseases. This LD diagnostic test could potentially replace the cumbersome two-tier testing, improving diagnosis and enabling earlier treatment while facilitating immune monitoring and surveillance.

SUBMITTER: Ghosh R 

PROVIDER: S-EPMC11336255 | biostudies-literature | 2024 Aug

REPOSITORIES: biostudies-literature

altmetric image

Publications


Point-of-care serological and direct antigen testing offers actionable insights for diagnosing challenging illnesses, empowering distributed health systems. Here, we report a POC-compatible serologic test for Lyme disease (LD), leveraging synthetic peptides specific to LD antibodies and a paper-based platform for rapid, and cost-effective diagnosis. Antigenic epitopes conserved across Borrelia burgdorferi genospecies, targeted by IgG and IgM antibodies, are selected to develop a multiplexed pane  ...[more]

Similar Datasets

| S-EPMC7581523 | biostudies-literature
| S-EPMC5057150 | biostudies-literature
| S-EPMC5442525 | biostudies-literature
| S-EPMC7561539 | biostudies-literature
| S-EPMC11077974 | biostudies-literature
| S-EPMC4266351 | biostudies-literature
| S-EPMC140353 | biostudies-literature
| S-EPMC6060717 | biostudies-literature
| S-EPMC3623407 | biostudies-literature
| S-EPMC104650 | biostudies-literature