Evidence map›Paper›PMID 42399077›Full record

ArticleRMD open2026

Ultra-high frequency ultrasound of labial salivary glands in Sjögren's disease: diagnostic accuracy and patient stratification.

Giovanni Fulvio, Rossana Izzetti, Francesco Ferro, Gaetano La Rocca, Beatrice Dei, Silvia Fonzetti, Giuseppe Leto, Francesco Gulia, Valentina Donati, Marta Mosca and 1 more

Abstract read
In one paragraph

Article in RMD open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

11 authors.

Giovanni FulvioDepartment of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy giovanni.fulvio92@gmail.com.ORCID http://orcid.org/0000-0003-0130-4412
Rossana IzzettiDepartment of Surgical, Medical and Molecular Pathology and Critical Care Medicine, Unit of Dentistry and Oral Surgery, University of Pisa, Pisa, Italy.
Francesco FerroDepartment of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy.
Gaetano La RoccaDepartment of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy.
Beatrice DeiDepartment of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy.
Silvia FonzettiDepartment of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy.
Giuseppe LetoDepartment of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy.
Francesco GuliaDepartment of Surgical, Medical and Molecular Pathology and Critical Care Medicine, Unit of Dentistry and Oral Surgery, University of Pisa, Pisa, Italy.
Valentina DonatiUnit of Pathological Anatomy 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
Marta MoscaDepartment of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy.ORCID http://orcid.org/0000-0001-5937-4574
Chiara BaldiniDepartment of Clinical and Experimental Medicine, Rheumatology Unit, University of Pisa, Pisa, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTo evaluate the classification accuracy of ultra-high frequency ultrasound (UHFUS) of labial salivary glands (LSGs) using both Grey Scale (GS) and colour Doppler (CD). We also investigated its role as an alternative to the highest-weighted classification criteria, its classification performance in combination with SSA status, its contribution to patient stratification and age-related classification variability.

methodsA total of 270 patients with suspected Sjögren's disease (SjD) (136 SjD, 134 Sicca) underwent UHFUS. In addition to OMERACT GS (modified to LSG), CD and composite GS+CD Scores, distinct GS morphological lesions were assessed. Diagnostic accuracy parameters were calculated, and additional analyses included correlation, logistic regression and cluster analysis.

resultsThe optimal classification cut-off was GS ≥2, yielding 66.2% sensitivity and 84.3% specificity. GS Score 3 was highly specific (98.5%), while very hypoechoic areas were exclusively observed in SjD. CD ≥2 showed accuracy comparable to GS, and GS+CD ≥3 enhanced accuracy. Incorporating GS into the American College of Rheumatology/European League Against Rheumatism criteria in place of biopsy achieved excellent accuracy (area under the curve 0.945). Using GS, GS+CD and SSA status, more than 75% of patients could be classified with an accuracy of 94%. Cluster analysis suggests different phenotypes: in Sicca, GS positivity indicated non-immune inflammatory alterations or sialoadenosis; in SjD, GS negativity defined low-grade inflammation. Classification accuracy of GS varied with age, whereas CD remained stable.

conclusionsUHFUS of LSGs is a promising diagnostic tool in SjD when biopsy is not feasible. This study provides novel insights into GS lesions, Doppler assessment, phenotypes and age-related changes of ultrasound.

Indexed as

Salivary GlandsSalivary Glands, MinorSjogren's SyndromeAdultAgedFemaleHumansMaleMiddle AgedROC CurveSensitivity and SpecificityUltrasonographyUltrasonography, Doppler, ColorAutoimmune DiseasesBiomarkersClassificationSjogren's SyndromeUltrasonography

Identifiers

PMID42399077
PMCPMC13343060

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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.