Evidence map›Paper›PMID 36319016›Full record

ArticleThe Journal of rheumatology2023

The Positive Predictive Value of a Very High Serum IgG4 Concentration for the Diagnosis of IgG4-Related Disease.

Matthew C Baker, Claire Cook, Xiaoqing Fu, Cory A Perugino, John H Stone, Zachary S Wallace

Open access · greenAbstract read
In one paragraph

Article in The Journal of rheumatology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.0field-weighted citation impact, top 13% of its field
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

10 citing papers in PubMed, 13 citations in OpenAlex.

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  7. IgG4-Related Disease: A Review of Persistent Challenges in the Pathogenesis, Diagnosis, and Approaches to Treatment.Medical science monitor : international medical journal of experimental and clinical research · 2025
    Review
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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

6 authors at 3 institutions in 1 country.

Matthew C BakerM.C. Baker, MD, MS, Division of Immunology and Rheumatology, Department of Medicine, Stanford University, Stanford, California; mbake13@stanford.edu.ORCID 0000-0002-0002-1907
Claire CookC. Cook, MPH, X. Fu, MS, Clinical Epidemiology Program, Mongan Institute, and Division of Rheumatology, Allergy, and Immunology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts.
Xiaoqing FuC. Cook, MPH, X. Fu, MS, Clinical Epidemiology Program, Mongan Institute, and Division of Rheumatology, Allergy, and Immunology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts.
Cory A PeruginoC.A. Perugino, DO, J.H. Stone, MD, MPH, Division of Rheumatology, Allergy, and Immunology, Department of Medicine, Massachusetts General Hospital, and Harvard Medical School, Boston, Massachusetts.
John H StoneC.A. Perugino, DO, J.H. Stone, MD, MPH, Division of Rheumatology, Allergy, and Immunology, Department of Medicine, Massachusetts General Hospital, and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-6588-9435
Zachary S WallaceZ.S. Wallace, MD, MSc, Clinical Epidemiology Program, Mongan Institute, and Division of Rheumatology, Allergy, and Immunology, Department of Medicine, Massachusetts General Hospital, and Harvard Medical School, Boston, Massachusetts, USA.ORCID 0000-0003-4708-7038
Massachusetts General Hospital · USHarvard University · USStanford Medicine · US

Funding

Stanford TRANSFORM I2T ProgramR25AI147369 · NIAID · STANFORD UNIVERSITY · PI CHERTOW, GLENN MATTHEW, SINGH, UPINDER · 2019 to 2023
$1.8M
Targeting T cell Subsets in Autoimmune DiseaseUM1AI144295 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI John H Stone · 2019 to 2026
$1.4M
Impact of ANCA Type and Rituximab vs. Cyclophosphamide on Cardiovascular Risk, Mortality, and Quality-Adjusted Life Years inANCA-Associated VasculitisK23AR073334 · NIAMS · MASSACHUSETTS GENERAL HOSPITAL · PI WALLACE, ZACHARY SCOTT · 2018 to 2022
$948k
Defining the antigenic determinants of the adaptive immune response in IgG4-related diseaseK08AR079615 · NIAMS · MASSACHUSETTS GENERAL HOSPITAL · PI PERUGINO, CORY · 2021 to 2025
$875k
Personalizing AAV Management by Leveraging Big Data: Targeting Complication ClustersR03AR078938 · NIAMS · MASSACHUSETTS GENERAL HOSPITAL · PI WALLACE, ZACHARY SCOTT · 2021 to 2022
$189k
NIAID NIH HHS R25 AI147369NIAID NIH HHS UM1 AI144295NIAMS NIH HHS K08 AR079615NIAMS NIH HHS K23 AR073334NIAMS NIH HHS R03 AR078938
6 · The paper itself

Abstract

objectiveSerum IgG4 concentrations are used to evaluate a diagnosis of IgG4-related disease (IgG4-RD), but the positive predictive value (PPV) of a very high IgG4 level is uncertain. This study evaluated the PPV of a very high IgG4 concentration for diagnosing IgG4-RD.

methodsThe data warehouses of 2 large academic healthcare systems were queried for IgG4 concentration test results. Cases with serum IgG4 concentrations > 5× the upper limit of normal (ULN) were included. Cases of IgG4-RD were determined using the American College of Rheumatology/European Alliance of Associations for Rheumatology (ACR/EULAR) classification criteria. The PPV for IgG4-RD of an IgG4 concentration > 5× ULN was estimated. Other conditions associated with very high IgG4 concentrations and specific features of IgG4-RD cases were characterized.

resultsIgG4 concentrations were available in 32,206 cases. Of these, 3039 (9.4%) had elevated IgG4 concentrations, and a final cohort of 191 (0.6%) cases had IgG4 concentrations > 5× ULN (median age 66 yrs, 72% male). The PPV of an IgG4 concentration > 5× ULN for a diagnosis of IgG4-RD was 75.4% (95% CI 68.7-81.3). In the remaining cases, elevated IgG4 concentrations were observed among patients with malignancies, autoimmune diseases, and infections.

conclusionThe majority of cases with serum IgG4 concentrations > 5× ULN in this study had IgG4-RD. These data support the high weight placed on very high serum IgG4 concentrations in the ACR/EULAR classification criteria. However, 25% of cases with very high IgG4 concentrations had an alternative diagnosis, underscoring the importance of considering the broad differential of etiologies associated with an elevated IgG4 concentration when evaluating a patient.

Indexed as

Autoimmune DiseasesImmunoglobulin G4-Related DiseaseNeoplasmsAgedFemaleHumansImmunoglobulin GMalePredictive Value of TestsImmunoglobulin Gbiomarkerclassification criteriaIgG4IgG4-related disease

Identifiers

PMID36319016
PMCPMC9991942
OpenAlexW4307973252

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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.