ArticleJournal of translational medicine2013
Daily cytokine fluctuations, driven by leptin, are associated with fatigue severity in chronic fatigue syndrome: evidence of inflammatory pathology.
Article in Journal of translational medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03692611 (Evaluation of the Efficacy and Mechanisms of a Novel Intervention for Chronic Pain Tailored to People Living With HIV), which is not on this map. Cited by 48 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Evaluation of the Efficacy and Mechanisms of a Novel Intervention for Chronic Pain Tailored to People Living With HIV
Who cites it
48 citing papers in PubMed, 4 syntheses or guidelines pooled it, 84 citations in OpenAlex.
- Pathophysiological mechanisms of post-exertional malaise: an integrative analysis based on the metabolism-immune-neuro interaction model.Frontiers in immunology · 2026Pooled it
- Sleep Disturbances, Fatigue and Immune Markers in the Irritable Bowel Syndrome and Inflammatory Bowel Disease, a Systematic Review.Neurogastroenterology and motility · 2025Pooled it
- Biomarkers for myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS): a systematic review.BMC medicine · 2023Pooled it
- Relationship between perceived fatigue and performance fatigability in people with multiple sclerosis: A systematic review and meta-analysis.Journal of psychosomatic research · 2017Pooled it
- An assessment of the anti-fatigue effects of ketamine from a double-blind, placebo-controlled, crossover study in bipolar disorder.Journal of affective disorders · 2016Trial
- Fatigue, muscle fatigability, and the Hallmarks of Aging: a narrative review.The journal of nutrition, health & aging · 2026Review
- Article
- A Case of Psoriasis Concurrently Complicated by Sacroiliitis and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome.Cureus · 2025Article
- Association Between Chronic Pain and Fatigue Severity with Weather and Air Pollution Among Females with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS).International journal of environmental research and public health · 2024Article
- Leptin Increase During Dexamethasone and Its Association With Hunger and Fat in Pediatric Acute Lymphoblastic Leukemia.The Journal of clinical endocrinology and metabolism · 2024Article
- Altered response to Toll-like receptor 4 activation in fibromyalgia: A low-dose, human experimental endotoxemia pilot study.Brain, behavior, & immunity - health · 2023Article
- The plasma metabolome of long COVID patients two years after infection.Scientific reports · 2023Article
- Proteomics and cytokine analyses distinguish myalgic encephalomyelitis/chronic fatigue syndrome cases from controls.Journal of translational medicine · 2023Article
- ME/CFS and Long COVID share similar symptoms and biological abnormalities: road map to the literature.Frontiers in medicine · 2023Review
- Article
- Glial PAMPering and DAMPening of Adult Hippocampal Neurogenesis.Brain sciences · 2021Review
- Cytokine profiling of extracellular vesicles isolated from plasma in myalgic encephalomyelitis/chronic fatigue syndrome: a pilot study.Journal of translational medicine · 2020Article
- Nutritional Status as a Mediator of Fatigue and Its Underlying Mechanisms in Older People.Nutrients · 2020Review
- Gulf War Illness-associated increases in blood levels of interleukin 6 and C-reactive protein: biomarker evidence of inflammation.BMC research notes · 2019Article
- Association of plasma leptin, pro-inflammatory adipokines and cancer-related fatigue in early-stage breast cancer patients: A prospective cohort study.Journal of cellular and molecular medicine · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundChronic fatigue syndrome (CFS) is a debilitating disorder characterized by persistent fatigue that is not alleviated by rest. The lack of a clearly identified underlying mechanism has hindered the development of effective treatments. Studies have demonstrated elevated levels of inflammatory factors in patients with CFS, but findings are contradictory across studies and no biomarkers have been consistently supported. Single time-point approaches potentially overlook important features of CFS, such as fluctuations in fatigue severity. We have observed that individuals with CFS demonstrate significant day-to-day variability in their fatigue severity.
methodsTherefore, to complement previous studies, we implemented a novel longitudinal study design to investigate the role of cytokines in CFS pathophysiology. Ten women meeting the Fukuda diagnostic criteria for CFS and ten healthy age- and body mass index (BMI)-matched women underwent 25 consecutive days of blood draws and self-reporting of symptom severity. A 51-plex cytokine panel via Luminex was performed for each of the 500 serum samples collected. Our primary hypothesis was that daily fatigue severity would be significantly correlated with the inflammatory adipokine leptin, in the women with CFS and not in the healthy control women. As a post-hoc analysis, a machine learning algorithm using all 51 cytokines was implemented to determine whether immune factors could distinguish high from low fatigue days.
resultsSelf-reported fatigue severity was significantly correlated with leptin levels in six of the participants with CFS and one healthy control, supporting our primary hypothesis. The machine learning algorithm distinguished high from low fatigue days in the CFS group with 78.3% accuracy.
conclusionsOur results support the role of cytokines in the pathophysiology of CFS.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.