Evidence map›Paper›PMID 40288784›Full record

ArticlePain2025

A multivariate statistical index, the fibromyalgia analog model, identifies Dahl S rats as a model of fibromyalgia with improved face validity.

Luiz F Ferrari, Ashley Wilkinson, Gary W Donaldson, Jincheng Shen, Anna Ramirez, Charles Rey, Christian Cahoon, Dashiell Miner, Akiko Okifuji, Norman E Taylor

Abstract read
In one paragraph

Article in Pain, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

10 authors.

Luiz F FerrariDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.ORCID 0000-0002-3831-6428
Ashley WilkinsonDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.
Gary W DonaldsonDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.ORCID 0000-0002-7542-5842
Jincheng ShenDepartment of Population Health Sciences, University of Utah, Salt Lake City, UT, United States.
Anna RamirezDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.
Charles ReyDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.
Christian CahoonDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.
Dashiell MinerDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.
Akiko OkifujiDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.ORCID 0000-0003-4195-9907
Norman E TaylorDepartment of Anesthesiology, School of Medicine, University of Utah, Salt Lake City, UT, United States.ORCID 0000-0001-5961-6641

Funding

CTSA UM1 Program at University of UtahUM1TR004409 · NCATS · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI RACHEL HESS, Jennifer Juhl Majersik · 2023 to 2026
$21.9M
Development and Validation of a Novel Rat Model of FibromyalgiaR33NS123758 · NINDS · UNIVERSITY OF UTAH · PI TAYLOR, NORMAN · 2023 to 2024
$699k
Development and Validation of a Novel Rat Model of FibromyalgiaR61NS123758 · NINDS · UNIVERSITY OF UTAH · PI TAYLOR, NORMAN · 2022 to 2022
$411k
NCATS NIH HHS UM1 TR004409NIH-NINDS R33NS123758NIH-NINDS R61NS123758NINDS NIH HHS R33 NS123758NINDS NIH HHS R61 NS123758
6 · The paper itself

Abstract

abstractFibromyalgia syndrome (FMS) is clinically diagnosed using a widespread pain index and symptom severity scores. Despite this, multivariate statistical models using clinical data consistently suggest the presence of single overarching factor that can capture much of the variation across a spectrum of biomarkers for FMS, potentially aiding diagnosis. We hypothesized that a comparable single index could be developed for preclinical FMS rat models to quantitatively compare and rigorously test new candidates for improved translational potential and therapeutic screening. We used male and female reserpine-treated Sprague Dawley (SD) rats to produce the fibromyalgia analog model (FAM) index, a tool to systematically determine the robustness of potential models of FMS. Features associated with FMS were assessed by behavior tests, including widespread nociceptive sensitivity evaluated on the hind paws ("paw") and gastrocnemius muscles ("mus") using a Randall-Selitto device, and face ("VF") using von Frey filaments; depression (by the forced swim test [FST]); anxiety (using the Elevated Zero Maze [EZM]); and fatigue (using a Home Cage Monitoring system [HCM]). A multivariate statistical analysis was used to determine the FAM index and document internal and external model validity. The index equation was calculated to be F = 0.410 × rzpaw + 0.618 × rzmus + 0.429 × rzVF + 0.455 × zFST + 0.183 × RZ EZM + 0.160 × rzHCM , where each z is a standardized score. Our data showed the ability of the FAM index to differentiate saline-treated SD rats as a control, "normal" group, vs either acidic saline-injected SD or Dahl S rats as models displaying fibromyalgia-like behaviors.

Indexed as

Disease Models, AnimalFibromyalgiaAnimalsFemaleMaleMultivariate AnalysisPain MeasurementRatsRats, Inbred DahlRats, Sprague-DawleyReproducibility of ResultsReserpineReserpineConstruct validityFace validityFibromyalgia analog modelFibromyalgia indexFibromyalgia syndromePainRat

Identifiers

PMID40288784
PMCPMC12353503

What OpenQuestion holds

Textmetadata
LicenceTDM
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 OpenQuestion graph.