Metabolic Response in Patients With Post-treatment Lyme Disease Symptoms/Syndrome. (25th September 2020)
- Record Type:
- Journal Article
- Title:
- Metabolic Response in Patients With Post-treatment Lyme Disease Symptoms/Syndrome. (25th September 2020)
- Main Title:
- Metabolic Response in Patients With Post-treatment Lyme Disease Symptoms/Syndrome
- Authors:
- Fitzgerald, Bryna L
Graham, Barbara
Delorey, Mark J
Pegalajar-Jurado, Adoracion
Islam, M Nurul
Wormser, Gary P
Aucott, John N
Rebman, Alison W
Soloski, Mark J
Belisle, John T
Molins, Claudia R - Abstract:
- Abstract: Background: Post-treatment Lyme disease symptoms/syndrome (PTLDS) occurs in approximately 10% of patients with Lyme disease following antibiotic treatment. Biomarkers or specific clinical symptoms to identify patients with PTLDS do not currently exist and the PTLDS classification is based on the report of persistent, subjective symptoms for ≥6 months following antibiotic treatment for Lyme disease. Methods: Untargeted liquid chromatography–mass spectrometry metabolomics was used to determine longitudinal metabolic responses and biosignatures in PTLDS and clinically cured non-PTLDS Lyme patients. Evaluation of biosignatures included (1) defining altered classes of metabolites, (2) elastic net regularization to define metabolites that most strongly defined PTLDS and non-PTLDS patients at different time points, (3) changes in the longitudinal abundance of metabolites, and (4) linear discriminant analysis to evaluate robustness in a second patient cohort. Results: This study determined that observable metabolic differences exist between PTLDS and non-PTLDS patients at multiple time points. The metabolites with differential abundance included those from glycerophospholipid, bile acid, and acylcarnitine metabolism. Distinct longitudinal patterns of metabolite abundance indicated a greater metabolic variability in PTLDS versus non-PTLDS patients. Small numbers of metabolites (6 to 40) could be used to define PTLDS versus non-PTLDS patients at defined time points, and theAbstract: Background: Post-treatment Lyme disease symptoms/syndrome (PTLDS) occurs in approximately 10% of patients with Lyme disease following antibiotic treatment. Biomarkers or specific clinical symptoms to identify patients with PTLDS do not currently exist and the PTLDS classification is based on the report of persistent, subjective symptoms for ≥6 months following antibiotic treatment for Lyme disease. Methods: Untargeted liquid chromatography–mass spectrometry metabolomics was used to determine longitudinal metabolic responses and biosignatures in PTLDS and clinically cured non-PTLDS Lyme patients. Evaluation of biosignatures included (1) defining altered classes of metabolites, (2) elastic net regularization to define metabolites that most strongly defined PTLDS and non-PTLDS patients at different time points, (3) changes in the longitudinal abundance of metabolites, and (4) linear discriminant analysis to evaluate robustness in a second patient cohort. Results: This study determined that observable metabolic differences exist between PTLDS and non-PTLDS patients at multiple time points. The metabolites with differential abundance included those from glycerophospholipid, bile acid, and acylcarnitine metabolism. Distinct longitudinal patterns of metabolite abundance indicated a greater metabolic variability in PTLDS versus non-PTLDS patients. Small numbers of metabolites (6 to 40) could be used to define PTLDS versus non-PTLDS patients at defined time points, and the findings were validated in a second cohort of PTLDS and non-PTLDS patients. Conclusions: These data provide evidence that an objective metabolite-based measurement can distinguish patients with PTLDS and help understand the underlying biochemistry of PTLDS. Abstract : Objective metabolite-based measurements differ between patients with Lyme disease who develop post-treatment Lyme disease symptoms/syndrome and clinically cured patients. These differences could be useful in classification and understanding of this syndrome. … (more)
- Is Part Of:
- Clinical infectious diseases. Volume 73:Number 7(2021)
- Journal:
- Clinical infectious diseases
- Issue:
- Volume 73:Number 7(2021)
- Issue Display:
- Volume 73, Issue 7 (2021)
- Year:
- 2021
- Volume:
- 73
- Issue:
- 7
- Issue Sort Value:
- 2021-0073-0007-0000
- Page Start:
- e2342
- Page End:
- e2349
- Publication Date:
- 2020-09-25
- Subjects:
- Borrelia burgdorferi -- metabolomics -- PTLDS -- Lyme disease
Communicable diseases -- Periodicals
616.905 - Journal URLs:
- http://cid.oxfordjournals.org ↗
http://ukcatalogue.oup.com/ ↗
http://www.journals.uchicago.edu/CID/journal ↗
http://www.jstor.org/journals/10584838.html ↗ - DOI:
- 10.1093/cid/ciaa1455 ↗
- Languages:
- English
- ISSNs:
- 1058-4838
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3286.293860
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 25053.xml