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Record W3009725539 · doi:10.1101/2020.02.21.20025072

BEYOND BONES - THE RELEVANCE OF VARIANTS OF CONNECTIVE TISSUE (HYPERMOBILITY) TO FIBROMYALGIA, ME/CFS AND CONTROVERSIES SURROUNDING DIAGNOSTIC CLASSIFICATION: AN OBSERVATIONAL STUDY

2020· preprint· en· W3009725539 on OpenAlexaboutno aff
Jessica Eccles, Beth Thompson, Kristy Themelis, M. Amato, Robyn Stocks, Amy Pound, Anna‐Marie Jones, Zdenka Cipinova, Lorraine Shah‐Goodwin, Jean Timeyin, Charlotte R Thompson, Thomas Batty, Neil A. Harrison, Hugo Critchley, Kevin L. Davies

Bibliographic record

VenuemedRxiv · 2020
Typepreprint
Languageen
FieldMedicine
TopicFibromyalgia and Chronic Fatigue Syndrome Research
Canadian institutionsnot available
FundersMedical Research CouncilUniversity of Sussex
KeywordsFibromyalgiaMedicineHypermobility (travel)Chronic fatigue syndromeJoint hypermobilityPhysical therapyClinical significanceMedical diagnosismyalgiaObservational studyPhysical medicine and rehabilitationInternal medicinePathology

Abstract

fetched live from OpenAlex

ABSTRACT Objectives To understand the relevance of symptomatic hypermobility and related connective tissue variants to the expression of symptoms in Fibromyalgia and Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). The study further tested if specific subfactors within the diagnostic classification of hypermobility predict clinical presentations. Design We report part of a larger case-control study exploring mechanisms of chronic pain and fatigue in Fibromyalgia and ME/CFS ( https://doi.org/10.1186/ISRCTN78820481 ) Setting an NHS Clinical Research Facility. Participants A subsample of 87 participants were assessed for symptomatic hypermobility by a trained clinician: 63 presented with a clinical diagnosis of either Fibromyalgia and or ME/CFS confirmed at screening; 24 participants were confirmed as healthy controls. Main outcome measures 1) Brighton Criteria for joint hypermobility syndrome and 2017 hEDS diagnostic criteria. 2) ACR 2010 Diagnostic Criteria for Fibromylagia and Canadian and Fukada diagnostic criteria for ME/CFS. 3) Self report measures of subjective pain, fatigue and interoceptive sensibility. Results Twenty of the 63 patients (32%) presented with a clinical diagnosis of Fibromyalgia; 24 (38%) with a clinical diagnosis of ME/CFS and 19 (30%) with dual diagnoses of fibromyalgia and ME/CFS. After evaluation using clinical research tools, 56 patients (89%) met ACR diagnostic criteria for fibromyalgia; 59 (94%) Canadian Criteria for ME/CFS; and 61 (97%) Fukada Criteria for ME/CFS. After research evaluation 52 patients (85%) in fact met diagnostic criteria for Fibromyalgia and ME/CFS on all three sets of tools (ACR, Canadian, Fukada). In addition, 51 patients (81%) and 9 (37.5%) healthy controls met Brighton Criteria for joint hypermobility syndrome and 11 (18%) and 2 (8%) of patients and controls respectively, on the 2017 hEDS criteria. Of these patient participants with symptomatic hypermobility only 12 (23.5%) had received a prior diagnosis of hypermobility. Across all participants meeting Brighton Criteria, 13 (22%) also endorsed a hEDS diagnosis. Membership of the patient group was predicted by meeting the Brighton Criteria for joint hypermobility syndrome (p=<0.001, OR 7.08, 95%CI 2.50 – 20.00), but not by meeting the hEDS criteria. The historical, rather than current Beighton score correlated with; 1) total pain reported on the McGill Pain Questionnaire (short form), (r= 0.25, n= 73, p=0.03); 2) Widespread Pain Index (derived from ACR diagnostic criteria) (r=0.26, n= 86, p=0.01); 3) ACR symptom severity (r=0.27, n=85, p=0.01); 4) Fatigue Impact (r=0.29, n=56, p=0.28); and 5) interoceptive sensibility (r=0.30, n=56, p=0.02). Conclusions Symptomatic joint hypermobility is relevant to symptoms and diagnosis in Fibromyalgia and ME/CFS. These conditions are poorly understood yet have a considerable impact on quality of life. Further work is needed to determine the prevalence of hEDS within the general population and define the critical clinical dimensions within symptomatic hypermobility. It is important to note the high rates of mis/underdiagnosis of symptomatic hypermobility in this group. Moreover, we need to clarify the role of variant connective tissue in dysautonomic and inflammatory mechanisms implicated in the expression of pain and fatigue in fibromyalgia and ME/CFS. Our observations have implications for diagnosis and treatment targets. Study registration ISCRTN78820481

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.128
GPT teacher head0.369
Teacher spread0.241 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations4
Published2020
Admission routes1
Has abstractyes

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