Evidence map›Paper›PMID 41433078›Full record

ArticleJournal of Crohn's & colitis2026

Learning curve in intestinal ultrasound: advancing from basic skills to advanced competencies-insights from the IUS IG-IBD Master program.

Cristina Bezzio, Luisa Bertin, Simone Saibeni, Davide Giuseppe Ribaldone, Federica Furfaro, Giovanni Maconi, Fulvia Terracciano, Elena Mazzotta, Emma Calabrese, Fabiana Castiglione and 16 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of Crohn's & colitis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Review
  4. Review
  5. 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

26 authors.

Cristina BezzioIBD Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
Luisa BertinDepartment of Gastroenterology, University of Padova, Padova, Italy.ORCID 0009-0001-9816-4171
Simone SaibeniGastroenterology Unit, Rho Hospital, ASST Rhodense, Rho, Milan, Italy.ORCID 0000-0001-5677-2534
Davide Giuseppe RibaldoneDepartment of Medical Sciences, University of Turin, Turin, Italy.
Federica FurfaroGastroenterology and Endoscopy Unit, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy.
Giovanni MaconiDepartment of Biomedical and Clinical Sciences, Gastroenterology Unit, ASST Fatebenefratelli-Sacco, University of Milan, Milan, Italy.ORCID 0000-0003-0810-4026
Fulvia TerraccianoDivision of Gastroenterology, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy.
Elena MazzottaIBD Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
Emma CalabreseDepartment of Systems Medicine, Gastrointestinal Unit, University of Rome Tor Vergata, Rome, Italy.ORCID 0000-0002-2177-0421
Fabiana CastiglioneDepartment of Clinical Medicine and Surgery, Gastroenterology Unit, University Federico II of Naples, Naples, Italy.
Ambrogio OrlandoDepartment of Medicine, Inflammatory Bowel Disease Unit, A.O.O.R. "Villa Sofia-Cervello" Hospital, Palermo, Italy.
Giuseppe PriviteraIBD Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
Sara MassironiGastroenterology and Endoscopy Unit, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy.
Francesca ZorziDepartment of Systems Medicine, Gastrointestinal Unit, University of Rome Tor Vergata, Rome, Italy.
Lorena PirolaGastroenterology, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy.
Silvio DaneseGastroenterology and Endoscopy Unit, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy.ORCID 0000-0001-7341-1351
Antonio RispoDepartment of Clinical Medicine and Surgery, Gastroenterology Unit, University Federico II of Naples, Naples, Italy.
Flavio CaprioliDepartment of Pathophysiology and Transplantation, University of Milan, Milan, Italy.ORCID 0000-0002-8077-8175
Mirella FraquelliDepartment of Pathophysiology and Transplantation, University of Milan, Milan, Italy.
Demis PitoniDepartment of Medical Sciences, University of Turin, Turin, Italy.
Arianna Dal BuonoIBD Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.ORCID 0000-0002-8543-4355
Anna TestaGastroenterology and Endoscopy Unit, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy.
Massimo Claudio FantiniDepartment of Medical Science and Public Health, University of Cagliari, Azienda Ospedaliero-Universitaria di Cagliari, Cagliari, Italy.
Alessandro ArmuzziIBD Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
Mariangela AlloccaGastroenterology and Endoscopy Unit, IRCCS Ospedale San Raffaele and Vita-Salute San Raffaele University, Milan, Italy.
Collaborators

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIntestinal ultrasound (IUS) is increasingly valuable in inflammatory bowel disease (IBD) management.

objectiveThis study aimed to determine the learning curve for basic and advanced IUS parameters and establish the minimum number of examinations required for diagnostic proficiency.

designWe conducted a prospective, multicenter study across eight Italian tertiary IBD centers. Eight gastroenterology trainees with extensive abdominal ultrasound experience but limited IUS exposure completed standardized training comprising theoretical education, 30 supervised examinations, and 99 independent assessments. Expert sonographers independently and blindly reassessed all independent examinations using identical protocols. Interobserver agreement was quantified using Cohen's kappa coefficients across 12 predefined categories, stratified into basic (bowel wall thickness, vascularity, stratification) and advanced (fistulas, collections, strictures) findings.

resultsFollowing initial training, trainees demonstrated substantial baseline competency. Basic parameters achieved consistently high performance throughout the study period (from κ = 0.792 to κ = 0.842), while advanced findings showed more pronounced learning curves, improving from κ = 0.728 to κ = 0.854. Small bowel dilation exhibited the steepest learning trajectory (κ = 0.674 to κ = 0.921, 36.6% improvement, P = .204). Sustained primary competence (κ ≥ 0.8) was achieved by 37.5-62.5% of trainees for basic parameters within 99 examinations, with bowel wall stratification proving most challenging (37.5% success rate).

conclusionThis study establishes the first comprehensive, parameter-specific learning thresholds for IUS competency in IBD. Our findings demonstrate that structured training enables basic IUS proficiency within 69-112 examinations for experienced ultrasonographers, while advanced skills require extended practice. These data represent an important step toward defining evidence-based benchmarks for IUS training, supporting the development of standardized international curricula and safe clinical implementation.

Indexed as

Clinical CompetenceGastroenterologyInflammatory Bowel DiseasesIntestinesLearning CurveFemaleHumansItalyMaleProspective StudiesUltrasonographyinflammatory bowel diseaseintestinal ultrasoundlearning curve

Identifiers

PMID41433078
PMCPMC13193583

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Registered trials

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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.