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Sci Rep ; 10(1): 18085, 2020 10 22.
Article in English | MEDLINE | ID: mdl-33093502

ABSTRACT

Current serological immunoassays have inherent limitations for certain infectious diseases such as Lyme disease, a bacterial infection caused by Borrelia burgdorferi in North America. Here we report a novel method of manufacturing high-density multiplexed protein microarrays with the capacity to detect low levels of antibodies accurately from small blood volumes in a fully automated system. A panel of multiple serological markers for Lyme disease are measured using a protein microarray system, Lyme Immunochip, in a single step but interpreted adhering to the standard two-tiered testing algorithm (enzyme immunoassay followed by Western blot). Furthermore, an enhanced IgM assay was supplemented to improve the test's detection sensitivity for early Lyme disease. With a training cohort (n = 40) and a blinded validation cohort (n = 90) acquired from CDC, the Lyme Immunochip identified a higher proportion of Lyme disease patients than the two-tiered testing (82.4% vs 70.6% in the training set, 66.7% vs 60.0% in the validation set, respectively). Additionally, the Immunochip improved sensitivity to 100% while having a lower specificity of 95.2% using a set of investigational antigens which are being further evaluated with a large cohort of blinded samples from the CDC and Columbia University. This universal microarray platform provides an unprecedented opportunity to resolve a broad range of issues with diagnostic tests, including multiplexing, workflow simplicity, and reduced turnaround time and cost.


Subject(s)
Bacterial Proteins/immunology , Biomarkers/blood , Borrelia burgdorferi/immunology , Borrelia burgdorferi/isolation & purification , High-Throughput Screening Assays/methods , Lyme Disease/diagnosis , Protein Array Analysis/methods , Algorithms , Case-Control Studies , Cohort Studies , Humans , Lyme Disease/blood , Lyme Disease/immunology , Lyme Disease/microbiology , Serologic Tests
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