Evidence map›Paper›PMID 42813454›Full record

ArticleLiver international : official journal of the International Association for the Study of the Liver2026

PSC-DM: A Validated Clinical Diagnostic Model for Distinguishing Primary From Secondary Sclerosing Cholangitis.

Miki Scaravaglio, Rodrigo V Motta, Laura Cristoferi, Cesare Maino, Alberto Marini, Eugenia Nofit, Eugenia Pesatori, Camilla Gallo, Francesca Bolis, Daphne D'Amato and 11 more

Abstract readMulticenter StudyValidation Study
In one paragraph

Article in Liver international : official journal of the International Association for the Study of the Liver, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

1 citing paper in PubMed.

  1. PSC-DM: A Validated Clinical Diagnostic Model for Distinguishing Primary From Secondary Sclerosing Cholangitis.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Article
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

21 authors.

Miki ScaravaglioDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.ORCID https://orcid.org/0000-0003-2914-4908
Rodrigo V MottaTranslational Gastroenterology and Liver Unit, John Radcliffe Hospital, and Nuffield Department of Medicine, University of Oxford, Oxford, UK.ORCID https://orcid.org/0000-0002-6633-9133
Laura CristoferiDivision of Gastroenterology, Center for Autoimmune Liver Diseases, IRCCS Fondazione San Gerardo Dei Tintori, ERN-RARE LIVER - Monza, Monza, Italy.ORCID https://orcid.org/0000-0001-9846-7474
Cesare MainoDepartment of Diagnostic Radiology, Fondazione IRCCS San Gerardo Dei Tintori, Monza, Italy.ORCID https://orcid.org/0000-0002-5742-802X
Alberto MariniDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.
Eugenia NofitDivision of Gastroenterology, Center for Autoimmune Liver Diseases, IRCCS Fondazione San Gerardo Dei Tintori, ERN-RARE LIVER - Monza, Monza, Italy.
Eugenia PesatoriHepatology Unit, ASST Papa Giovanni XXIII, Bergamo, Italy.
Camilla GalloDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.ORCID https://orcid.org/0000-0002-7598-7220
Francesca BolisDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.ORCID https://orcid.org/0000-0001-6102-1524
Daphne D'AmatoDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.ORCID https://orcid.org/0000-0001-9028-4040
Armando CurtoDipartimento di Medicina Sperimentale e Clinica, University of Florence, Firenze, Italy.ORCID https://orcid.org/0009-0004-3745-5997
Federica MalinvernoDivision of Gastroenterology, Center for Autoimmune Liver Diseases, IRCCS Fondazione San Gerardo Dei Tintori, ERN-RARE LIVER - Monza, Monza, Italy.
Alessio GerussiDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.ORCID https://orcid.org/0000-0002-5086-0514
Raffaella ViganòHepatology and Gastroenterology Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy.
Mauro ViganòHepatology Unit, ASST Papa Giovanni XXIII, Bergamo, Italy.
Stephen J RossiPSC Partners Seeking a Cure, Greenwood Village, Colorado, USA.ORCID https://orcid.org/0009-0001-7037-7079
Kris V KowdleyLiver Institute Northwest and Elson S. Floyd College of Medicine, Washington State University, Seattle, Washington, USA.ORCID https://orcid.org/0000-0002-8553-3652
Pietro InvernizziDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.ORCID https://orcid.org/0000-0003-3262-1998
Alessandra NardiDepartment of Mathematics, University of Rome Tor Vergata, Rome, Italy.
Marco CarboneDepartment of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.ORCID https://orcid.org/0000-0003-1445-0443
Emma L CulverTranslational Gastroenterology and Liver Unit, John Radcliffe Hospital, and Nuffield Department of Medicine, University of Oxford, Oxford, UK.ORCID https://orcid.org/0000-0001-9644-8392

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

aimsPrimary sclerosing cholangitis (PSC) is a rare, progressive cholangiopathy for which diagnosis remains challenging because of the absence of disease-specific markers and the presence of secondary causes of sclerosing cholangitis (SSC) that closely mimic its clinical presentation. Diagnostic uncertainty can delay appropriate management and add to the psychological burden experienced by patients. This study aimed to identify clinical parameters that support the early and accurate differentiation of PSC from SSC.

methodsWe conducted a multicentre retrospective study of adults with an established diagnosis of PSC or SSC. Independent predictors of PSC were identified using multivariable logistic regression and externally validated in an independent cohort.

resultsIn the derivation cohort (n = 234, 155 PSC, 79 SSC), six variables were independently associated with PSC diagnosis, including younger age at presentation (p < 0.0001), presence of IBD (p < 0.0001), absence of prior hepato-pancreato-biliary surgery (p < 0.0001), autoimmune comorbidities (p = 0.0038), family history of autoimmune diseases (p = 0.0086), and absence of pancreatic abnormalities (p = 0.0338). These variables were used to develop the PSC diagnostic model (PSC-DM). In the external validation cohort (n = 142, 98 PSC, 44 SSC), the AUROC of PSC-DM was 0.95 (95% CI 0.91-0.98). In an exploratory analysis, PSC-DM significantly improved non-expert diagnostic accuracy (94.3% versus 78.6%, p = 0.0023).

conclusionsPSC-DM is a simple, externally validated clinical prediction model that accurately distinguishes PSC from SSC using routinely available clinical variables. It may support initial diagnostic assessment in non-specialist settings, facilitate timely referral to expert centres and improve patient selection for clinical trials.

Indexed as

Cholangitis, SclerosingAdultDiagnosis, DifferentialFemaleHumansInflammatory Bowel DiseasesLogistic ModelsMaleMiddle AgedMultivariate AnalysisRetrospective Studiesautoimmunedifferential diagnosisinflammatory bowel diseaseprimary sclerosing cholangitissecondary sclerosing cholangitis

Identifiers

PMID42813454
PMCPMC13625024

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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.