Evidence map›Paper›PMID 42174645›Full record

ArticleJournal of translational medicine2026

A systematic scoping review and conceptual analysis of new-onset fibromyalgia manifestations after non-hospitalized COVID-19: empirics, definitions, methodologies, pathophysiology, mapping of literature, and knowledge gaps.

Shiloh Plaut

Abstract readScoping Review
In one paragraph

Article in Journal of translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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

1 author.

Shiloh PlautDepartment of Family Medicine, Meuhedet Health Services, Jerusalem, Israel. shilowhale@gmail.com.ORCID 0000-0001-5823-3390

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe global coronavirus pandemic has led to a quiet wave of a chronic illness referred to as 'Long/Post Covid-19 syndrome' (LC) which bears a notable resemblance to functional-somatic or 'fibromyalgia-type' syndromes, and whose pathophysiology is undetermined. The lack of effective therapies for LC is straining healthcare systems worldwide and causing widespread public health and socioeconomic concerns. "Fibromyalgia" is a controversial chronic pain condition of unknown etiology largely attributed to generalized sensory hypersensitivity due to dysregulated central pain processing pathways (i.e. neuroplasting central sensitization). Despite intense research and growing attention in the scientific community, the clinical overlap of fibromyalgia, somatic symptom disorder, and post-viral chronic fatigue, is a medical puzzle yet to be solved, especially when occurring in non-severe infections and previously healthy individuals.

methodsThis systematic scoping review covers the empirical findings on new-onset fibromyalgia manifestations after non-hospitalized covid-19. MEDLINE, Web of Science, and APA PsycINFO were searched in a systematic scoping approach for empirical studies on new-onset fibromyalgia after non-severe non-hospitalized covid-19, charting study characteristics and outcome data. A total of 228 records were included.

findingsVarious types of methods, tools, and study designs are being used for LC research, with inconsistency in key concepts and definitions. This leads to a fragmented understanding of the relationship between SARS-CoV-2 infection and LC. Prevalence studies of post-Covid fibromyalgia are ongoing and susceptible to bias. The empirical evidence supports an overlap between LC, chronic fatigue syndrome, and fibromyalgia but the molecular mechanisms still remain unclear. There are conflicting findings regarding presence of viral particles, central sensitization, autoantibodies, and more. DISCUSSION: This review highlights the need for standardized definitions and rigorous methodologies in research on LC. Future research should focus on epidemiological population-based studies with representative sampling and improving methodology, refining evolving definitions, harmonization of research, elucidating neurological mechanisms in hypothesis driven studies, and developing effective therapeutic strategies. The discussion synthesizes findings and offers an integrative mechanism for the pathophysiology of fibromyalgia and multisystem medically unexplained manifestations of LC as a non-autoimmune connective tissue disease. It helps explain neuropsychiatric and psychosomatic manifestations and is used to make testable theory-based predictions for future hypothesis-driven investigations.

Indexed as

COVID-19FibromyalgiaPost-Acute COVID-19 SyndromeFatigue Syndrome, ChronicHumansPandemicsSARS-CoV-2Fascial armoringFibromyalgiaLong COVID-19MyofibroblastPsychosomatic

Identifiers

PMID42174645
PMCPMC13386757

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Registered trials

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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.