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Record W4221042697 · doi:10.3899/jrheum.211156

Fibroblast Growth Factor 23 Levels in Pulmonary Involvement Associated With Systemic Sclerosis: A Proof-of-concept Study

2022· letter· en· W4221042697 on OpenAlexvenueno aff
Luís M. Amezcua‐Guerra, Mauricio Mora-Ramírez, Gonzalo Vancini, Valentín Jiménez-Rojas, Ricardo Márquez-Velasco

Bibliographic record

VenueThe Journal of Rheumatology · 2022
Typeletter
Languageen
FieldMedicine
TopicSystemic Sclerosis and Related Diseases
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineInterstitial lung diseasePulmonary hypertensionScleroderma (fungus)LungSystemic diseaseRight heart catheterizationFibroblast growth factorLung diseaseProof of conceptCardiologyPathologyDiseaseRespiratory diseaseInternal medicine

Abstract

fetched live from OpenAlex

To the Editor:Systemic sclerosis (SSc) is a devastating disease associated with lung involvement, primarily interstitial lung disease (ILD) and pulmonary hypertension (PH). 1 Although computed tomography (CT) and right heart catheterization accurately identify cardiopulmonary injury, 2 their high cost and technical complexity make them inaccessible to most nonspecialized health centers.Thus, the timely detection of lung involvement remains a challenge in real-world settings.A pathogenic link between autoimmunity, inflammation, and vitamin D imbalance is axiomatic in SSc.Closely associated with vitamin D metabolism is fibroblast growth factor 23 (FGF23), a protein secreted by osteocytes and osteoblasts that plays a role in the bone-kidney axis and calcium-phosphorus balance.3 A recent study demonstrated that the endothelin-1 (ET-1) receptor, a critical regulator of vascular tone and endothelial proliferation in the lungs, controls the cellular production of FGF23, positioning this molecule as a potential biomarker of clinical relevance.4 To assess the feasibility of FGF23 as a marker of lung involvement, we conducted a proof-of-concept study in 29 patients with SSc. 1 Evaluation included skin involvement (modified Rodnan skin score [mRSS]), accumulated organ damage (Medsger Disease Severity Scale [MDSS]), and disease activity (Valentini Disease Activity Index [VDAI]).5 Exclusion criteria were pregnancy, cancer, infection, parathyroid disease, chronic kidney disease, autoimmune overlap, and use of bisphosphonates or parathyroid hormone analogs.ILD was diagnosed according to the Canadian Scleroderma Research Group decision rule based on clinical evaluation, chest radiography, and pulmonary function tests, and suspected cases were subsequently confirmed by chest CT. 6 For PH, the European Society of Cardiology/ European Respiratory Society Guidelines echocardiographic-based definition was used: tricuspid regurgitation velocity > 3.4 m/s plus pulmonary artery systolic pressure > 50 mmHg.2 Serum levels of FGF23 (Millipore; range 9.9-2400 pg/mL) and 25-hydroxyvitamin D (IBL International) were measured by ELISA.Sera from 23 healthy individuals (22 women) with a median age of 49 (IQR 44-56) years were studied as controls.This study was approved by the local ethics committee (no.14-888) and conducted in accordance with the Declaration of Helsinki.All individuals gave their consent to participate.Of the 29 patients included, 13 had pulmonary involvement: 4 had isolated ILD (100% with diffuse cutaneous SSc [dcSSc]), 5 isolated PH (100% with limited cutaneous SSc), and 4 concurrent ILD and PH (75% with dcSSc).Table 1 summarizes the

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)0.003
metaresearch head score (Gemma)0.003
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.043
GPT teacher head0.248
Teacher spread0.204 · 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".

Quick stats

Citations1
Published2022
Admission routes1
Has abstractyes

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