Evidence map›Paper›PMID 41113645›Full record

ArticleFrontiers in microbiology2025

Fibromyalgia diagnosis from a multi-omics approach: a gut feeling.

Elena Durán-González, Jorge Antolín Ramírez-Tejero, Marta Pérez-Sánchez, Carmen Morales-Torres, Rosa Gómez-Morano, Claudia Díaz-López, Antonio Martínez-Lara, David Cotán

Registry-linked trialAbstract read
In one paragraph

Article in Frontiers in microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05921409 (Development of a New Tool for the Diagnosis and Monitoring of Fibromyalgia "FIBROKIT"), which is not on this map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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.

NCT05921409 naunknown statusnot on this map

Development of a New Tool for the Diagnosis and Monitoring of Fibromyalgia "FIBROKIT"

TypeinterventionalSponsorPronacera Therapeutics SLRan2021 to 2023Enrolled250ConditionsFibromyalgiaArmsExtra Virgin Olive oil-supplemented Mediterranean Diet Intervention, Olive oil-supplemented Mediterranean Diet Intervention
3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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

8 authors.

Elena Durán-GonzálezPronacera, Sevilla, Spain.
Jorge Antolín Ramírez-TejeroPronacera, Sevilla, Spain.
Marta Pérez-SánchezPronacera, Sevilla, Spain.
Carmen Morales-TorresPronacera, Sevilla, Spain.
Rosa Gómez-MoranoPronacera, Sevilla, Spain.
Claudia Díaz-LópezPronacera, Sevilla, Spain.
Antonio Martínez-LaraPronacera, Sevilla, Spain.
David CotánPronacera, Sevilla, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Fibromyalgia is a complex disorder whose main symptoms are chronic widespread pain and fatigue and affects between 0.2 and 6.6% of the world population. Nowadays, there are no molecular biomarkers that could facilitate diagnosis. The latest efforts by researchers have focused on studying problems at the level of central nervous system sensitivity, inflammation, and oxidative disorders. Methods: A total of 892 women were initially enrolled in the study. For individuals who met the inclusion criteria, a plasma proteome analysis was conducted using blood samples. Briefly, blood was collected, centrifuged, and analyzed by liquid nano-chromatography coupled to tandem mass spectrometry. After the raw data analysis, proteins with statistically significant differential abundance and a fold change over 1.2 (20% increase in fibromyalgia compared with control samples) or under 0.8 (20% decrease in fibromyalgia compared with control samples) in fibromyalgia were selected. For fecal metagenome analysis, fecal samples were collected and processed for DNA extraction. Amplicon sequencing of V3-V4 regions from the 16S ribosomal RNA gene was performed using the Illumina MiSeq platform. The statistical analysis was conducted using R v4.3.2 base packages. Results: After applying exclusion criteria, 242 women (199 patients and 43 age- and environmentally paired controls) provided plasma and feces samples, as well as properly filled health questionnaires. A total of 30 proteins and 19 taxa were differentially expressed in fibromyalgia patients, and their integration into an algorithm allows for discrimination between cases and controls. The multi-omic approach for biomarker discovery in this study proposes a multifactorial connection between gut microbiota and mitochondria-derived oxidative stress and inflammation. Conclusions: Plasma and fecal multi-omics analysis suggest an intricate and multifactorial connection between gut microbiota and mitochondria-derived oxidative stress and inflammation in FM patients, with glyceraldehyde-3-phosphate dehydrogenase and Trial registration: NCT05921409.

Indexed as

diagnosticfibromyalgiamicrobiomemitochondriaproteome

Identifiers

PMID41113645
PMCPMC12528038

What Socratic holds

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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 Socratic graph.