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Predictors of chronic fatigue in adolescents six months after acute Epstein-Barr virus infection: A prospective cohort study.
Pedersen, M, Asprusten, TT, Godang, K, Leegaard, TM, Osnes, LT, Skovlund, E, Tjade, T, Øie, MG, Wyller, VBB
Brain, behavior, and immunity. 2019;75:94-100
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Chronic fatigue is defined as substantial fatigue lasting for more than six months. The main aim of this study is to investigate predictors of chronic fatigue six months after an acute Epstein-Barr virus (EBV) infection. This study includes the prospective results from the first six months of the CEBA project (chronic fatigue following acute Epstein-Barr virus infection in adolescents), which encompasses a prospective, a cross-sectional and a randomized controlled design with a total follow-up time of 21 months. A total of 200 adolescents with EBV and 70 healthy controls were included. Results indicate that fatigue six months after acute EBV infection is significantly and independently predicted by baseline clinical symptoms, functional impairments, negative emotions, verbal memory, plasma c-reactive protein (CRP) and plasma vitamin B12. On average, baseline CRP levels were significantly lower in the acute EBV infection group as compared to healthy controls. Authors conclude that development of fatigue is to a larger extent predicted by baseline variables related to symptoms and functions than to baseline variables reflecting infectious and immune processes.
Abstract
INTRODUCTION Acute Epstein-Barr virus (EBV) infection is a trigger of chronic fatigue and Chronic Fatigue Syndrome (CFS). This study investigated baseline predictors of chronic fatigue six months after an acute EBV infection. MATERIALS AND METHODS A total of 200 adolescents (12-20 years old) with acute EBV infection were assessed for 149 possible baseline predictors and followed prospectively. We performed linear regression to assess possible associations between baseline predictors and fatigue (Chalder Fatigue Questionnaire total score) six months after the acute EBV infection. A total of 70 healthy controls were included for cross-sectional reference. This study is part of the CEBA-project (Chronic fatigue following acute Epstein-Barr virus infection in adolescents). RESULTS In the final multiple linear regression model, fatigue six months after acute EBV infection was significantly and independently predicted by the following baseline variables (regression coefficient B[95% CI]): Sensory sensitivity (0.8[0.09-1.6]), pain severity (0.2[0.02-0.3]), functional impairment (1000 steps/day) (-0.3[-0.5 to -0.08]), negative emotions (anxiety) (0.4[0.2-0.6]), verbal memory (correct word recognition) (1.7[0.1-3.3]), plasma C-reactive protein (2.8[1.1-4.4] for CRP values >0.86) and plasma Vitamin B12 (-0.005[-0.01 to -0.001]). CONCLUSIONS Development of fatigue after acute EBV infection is to a larger extent predicted by baseline variables related to symptoms and functions than to baseline variables reflecting infectious and immune processes. TRIAL REGISTRATION ClinicalTrials, ID: NCT02335437, https://clinicaltrials.gov/ct2/show/NCT02335437.
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Fecal metagenomic profiles in subgroups of patients with myalgic encephalomyelitis/chronic fatigue syndrome.
Nagy-Szakal, D, Williams, BL, Mishra, N, Che, X, Lee, B, Bateman, L, Klimas, NG, Komaroff, AL, Levine, S, Montoya, JG, et al
Microbiome. 2017;5(1):44
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Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is characterized by unexplained persistent fatigue, cognitive dysfunction, sleep disturbances, orthostatic intolerance, fever, swollen lymph glands and irritable bowel syndrome (IBS). It is associated with gut bacterial dysbiosis, systemic inflammation and both gastro intestinal (GI) and neurological disturbances. The extent to which the gastrointestinal microbiome and peripheral inflammation are associated with ME/CFS remains unclear. This experiment looked at fecal bacterial samples and metabolic pathway markers in 50 ME/CFS patients and 50 healthy controls. In ME/CFS subgroups, measures of symptom severity including pain, fatigue, and reduced motivation were correlated with the amounts and types of gut bacteria and certain metabolic pathways. Future prospective studies should consider more detailed exploration of IBS subtypes, associated GI symptoms, and their relationship to ME/CFS dysbiosis. This may enable more accurate diagnosis and the development of specific therapeutic strategies.
Abstract
BACKGROUND Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is characterized by unexplained persistent fatigue, commonly accompanied by cognitive dysfunction, sleeping disturbances, orthostatic intolerance, fever, lymphadenopathy, and irritable bowel syndrome (IBS). The extent to which the gastrointestinal microbiome and peripheral inflammation are associated with ME/CFS remains unclear. We pursued rigorous clinical characterization, fecal bacterial metagenomics, and plasma immune molecule analyses in 50 ME/CFS patients and 50 healthy controls frequency-matched for age, sex, race/ethnicity, geographic site, and season of sampling. RESULTS Topological analysis revealed associations between IBS co-morbidity, body mass index, fecal bacterial composition, and bacterial metabolic pathways but not plasma immune molecules. IBS co-morbidity was the strongest driving factor in the separation of topological networks based on bacterial profiles and metabolic pathways. Predictive selection models based on bacterial profiles supported findings from topological analyses indicating that ME/CFS subgroups, defined by IBS status, could be distinguished from control subjects with high predictive accuracy. Bacterial taxa predictive of ME/CFS patients with IBS were distinct from taxa associated with ME/CFS patients without IBS. Increased abundance of unclassified Alistipes and decreased Faecalibacterium emerged as the top biomarkers of ME/CFS with IBS; while increased unclassified Bacteroides abundance and decreased Bacteroides vulgatus were the top biomarkers of ME/CFS without IBS. Despite findings of differences in bacterial taxa and metabolic pathways defining ME/CFS subgroups, decreased metabolic pathways associated with unsaturated fatty acid biosynthesis and increased atrazine degradation pathways were independent of IBS co-morbidity. Increased vitamin B6 biosynthesis/salvage and pyrimidine ribonucleoside degradation were the top metabolic pathways in ME/CFS without IBS as well as in the total ME/CFS cohort. In ME/CFS subgroups, symptom severity measures including pain, fatigue, and reduced motivation were correlated with the abundance of distinct bacterial taxa and metabolic pathways. CONCLUSIONS Independent of IBS, ME/CFS is associated with dysbiosis and distinct bacterial metabolic disturbances that may influence disease severity. However, our findings indicate that dysbiotic features that are uniquely ME/CFS-associated may be masked by disturbances arising from the high prevalence of IBS co-morbidity in ME/CFS. These insights may enable more accurate diagnosis and lead to insights that inform the development of specific therapeutic strategies in ME/CFS subgroups.