ABSTRACT
Lyme disease, the most commonly reported vector-borne disease in the United States, results from infection with Borrelia burgdorferi. Early clinical diagnosis of this disease is largely based on the presence of an erythematous skin lesion for individuals in high-risk regions. This, however, can be confused with other illnesses including southern tick-associated rash illness (STARI), an illness that lacks a defined etiological agent or laboratory diagnostic test, and is coprevalent with Lyme disease in portions of the eastern United States. By applying an unbiased metabolomics approach with sera retrospectively obtained from well-characterized patients, we defined biochemical and diagnostic differences between early Lyme disease and STARI. Specifically, a metabolic biosignature consisting of 261 molecular features (MFs) revealed that altered N-acyl ethanolamine and primary fatty acid amide metabolism discriminated early Lyme disease from STARI. Development of classification models with the 261-MF biosignature and testing against validation samples differentiated early Lyme disease from STARI with an accuracy of 85 to 98%. These findings revealed metabolic dissimilarity between early Lyme disease and STARI, and provide a powerful and new approach to inform patient management by objectively distinguishing early Lyme disease from an illness with nearly identical symptoms.
Subject(s)
Exanthema/diagnosis , Exanthema/parasitology , Lyme Disease/diagnosis , Lyme Disease/metabolism , Tick Infestations/diagnosis , Tick Infestations/metabolism , Animals , Case-Control Studies , Computer Simulation , Diagnosis, Differential , Exanthema/blood , Female , Geography , Humans , Lyme Disease/blood , Lyme Disease/classification , Male , Metabolic Networks and Pathways , Metabolome , Metabolomics , Middle Aged , Tick Infestations/blood , Tick Infestations/classificationABSTRACT
The health-related quality of life of 100 subjects with culture-confirmed early Lyme disease enrolled in a prospective study with annual follow-up visits was evaluated using the 36-Item Short Form General Health Survey version 2 (SF-36v2) questionnaire at 11-20 years after diagnosis. The mean summary scores of physical and mental health were similar to those of the general population.
