Evidence mapPaperPMID 41516145Full record

ReviewInternational journal of molecular sciences2025

Insights into the Complex Biological Network Underlying Myalgic Encephalomyelitis/Chronic Fatigue Syndrome.

Dobrina Dudova, Martina Bozhkova, Steliyan Petrov, Ralitsa Nikolova, Teodora Kalfova, Mariya Ivanovska, Katya Vaseva, Maria Nikolova, Ivan N Ivanov

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Dobrina DudovaDepartment of Medical Microbiology and Immunology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.
Martina BozhkovaDepartment of Medical Microbiology and Immunology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0000-0003-4230-3299
Steliyan PetrovDepartment of Medical Microbiology and Immunology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0000-0003-0522-5682
Ralitsa NikolovaDepartment of Medical Microbiology and Immunology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0009-0003-9028-6937
Teodora KalfovaDepartment of Medical Microbiology and Immunology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0000-0001-6395-4109
Mariya IvanovskaDepartment of Medical Microbiology and Immunology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0000-0001-9028-2192
Katya VasevaDepartment of Medical Microbiology and Immunology, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.ORCID 0009-0004-8657-1548
Maria NikolovaNational Reference Laboratory of Immunology, National Centre of Infectious and Parasitic Diseases, 1504 Sofia, Bulgaria.
Ivan N IvanovDepartment of Microbiology, National Centre of Infectious and Parasitic Diseases, 1504 Sofia, Bulgaria.ORCID 0000-0002-2616-894X

Funding

"Strategic Research and Innovation Program for the Development of MU Plovdiv (SRIPD-MUP)", Creation of a Network of Research Higher Schools, National Plan for Recovery and Sustainability, financed by the European Union. BG-RRP-2.004-0007-C01
6 · The paper itself

Abstract

Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a debilitating multisystem disorder characterized by immune dysregulation, metabolic impairments, neuroendocrine disturbances, endothelial dysfunction, and gastrointestinal abnormalities. Immune alterations include reduced natural killer cell cytotoxicity, T-cell exhaustion, abnormal B-cell subsets, and the presence of diverse autoantibodies, suggesting an autoimmune component. Gut dysbiosis and increased intestinal permeability may promote systemic inflammation and contribute to neurocognitive symptoms via the gut-brain axis. Neuroendocrine findings such as hypothalamic-pituitary-adrenal (HPA) axis hypofunction and altered thyroid hormone metabolism further compound metabolic and immune abnormalities. Metabolomic and mitochondrial studies identify impaired ATP generation, redox imbalance, and compensatory shifts toward alternative energy pathways underlying hallmark symptoms like post-exertional malaise. Endothelial dysfunction driven by oxidative and nitrosative stress, along with autoantibody-mediated receptor interference, may explain orthostatic intolerance and impaired perfusion. Collectively, ME/CFS appears to arise from a self-sustaining cycle of chronic inflammation, metabolic insufficiency, and neuroimmune imbalance.

Indexed as

Fatigue Syndrome, ChronicAnimalsHumansHypothalamo-Hypophyseal SystemMitochondriachronic fatigue syndromeendothelial dysfunctiongastrointestinal tract dysbiosisimmune dysregulationmitochondrial dysfunctionmyalgic encephalomyelitisneuroendocrine alterations

Identifiers

PMID41516145
PMCPMC12785471

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.