1. Symptom heterogeneity and patient subgroup classification among US patients with post-treatment Lyme disease: an observational study
- Author
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Alison W. Rebman, John N. Aucott, and Ting Yang
- Subjects
medicine.medical_specialty ,Referral ,Pain ,infectious diseases ,primary care ,03 medical and health sciences ,0302 clinical medicine ,Lyme disease ,Surveys and Questionnaires ,Internal medicine ,medicine ,Humans ,030212 general & internal medicine ,Fatigue ,Depression (differential diagnoses) ,Post-Lyme Disease Syndrome ,business.industry ,Cognition ,General Medicine ,medicine.disease ,Exploratory factor analysis ,internal medicine ,Medicine ,Observational study ,Self Report ,Post treatment ,General practice / Family practice ,business ,Psychosocial ,030217 neurology & neurosurgery - Abstract
ObjectivesTo identify underlying subgroups with distinct symptom profiles, and to characterise and compare these subgroups across a range of demographic, clinical and psychosocial factors, within a heterogeneous group of patients with well-defined post-treatment Lyme disease (PTLD).DesignA clinical case series of patents.SettingParticipants were recruited from a single-site, Lyme disease referral clinic patient population and were evaluated by physical exam, clinical laboratory testing and standardised questionnaires.ParticipantsTwo hundred and twelve participants met study criteria for PTLD, with medical record-confirmed prior Lyme disease as well as current symptoms and functional impact.ResultsExploratory factor analysis classified 30 self-reported symptoms into 6 factors: ‘Fatigue Cognitive’, ‘Ocular Disequilibrium’, ‘Infection-Type’, ‘Mood-Related’, ‘Musculoskeletal Pain’ and ‘Neurologic’. A final latent profile analysis was conducted using ‘Fatigue Cognitive’, ‘Musculoskeletal Pain’ and ‘Mood-Related’ factor-based scores, which produced three emergent symptom profiles, and participants were classified into corresponding subgroups with 59.0%, 18.9% and 22.2% of the sample, respectively. Compared with the other two groups, subgroup 1 had similarly low levels across all factors relative to the sample as a whole, and reported lower rates of disability (1.6% vs 10.0%, 12.8%; q=0.126, 0.035) and higher self-efficacy (median: 7.5 vs 6.0, 5.3; q=0.068,ConclusionsThis analysis identified six symptom factors and three potentially clinically relevant subgroups among patients with well-characterised PTLD. We found that these subgroups were differentiated not only by symptom phenotype, but also by a range of other factors. This may serve as an initial step towards engaging with the symptom heterogeneity that has long been observed among patients with this condition.
- Published
- 2021