Evidence map›Paper›PMID 40931854›Full record

ArticleArthritis care & research2026

The Effect of Pulmonary Function Test Reference Equations on Classification of Restrictive Lung Disease Severity in Systemic Sclerosis.

Kamini E Kuchinad, Rachel S Wallwork, Matthew R Lammi, Christopher A Mecoli, Julie J Paik, Fredrick M Wigley, Robert A Wise, Laura K Hummers, Ami A Shah, Ji Soo Kim

Abstract read
In one paragraph

Article in Arthritis care & research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

10 authors.

Kamini E KuchinadJohns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0001-8384-7634
Rachel S WallworkJohns Hopkins University School of Medicine, Baltimore, Maryland.
Matthew R LammiJohns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0001-5125-1801
Christopher A MecoliJohns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-1429-8392
Julie J PaikJohns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0001-8436-1601
Fredrick M WigleyJohns Hopkins University School of Medicine, Baltimore, Maryland.
Robert A WiseJohns Hopkins University School of Medicine, Baltimore, Maryland.
Laura K HummersJohns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-4864-4011
Ami A ShahJohns Hopkins University School of Medicine, Baltimore, Maryland.
Ji Soo KimJohns Hopkins University School of Medicine, Baltimore, Maryland.ORCID 0000-0002-4849-4930

Funding

Sample Processing and Immunoassay Research CoreP30AR070254 · NIAMS · JOHNS HOPKINS UNIVERSITY · PI Antony Rosen · 2016 to 2026
$8.9M
Multidisciplinary Rheumatology Training ProgramT32AR048522 · NIAMS · JOHNS HOPKINS UNIVERSITY · PI CLIFTON O BINGHAM, LIVIA A CASCIOLA-ROSEN · 2003 to 2026
$6.4M
Autoantibodies Define Scleroderma Subgroups with Distinct Relationships to CancerR01AR073208 · NIAMS · JOHNS HOPKINS UNIVERSITY · PI LIVIA A CASCIOLA-ROSEN, Ami Aalok Shah · 2018 to 2026
$5.2M
Harnessing multivariate patient- and population-level disease trajectories to predict major clinical events in sclerodermaK24AR080217 · NIAMS · JOHNS HOPKINS UNIVERSITY · PI Ami Aalok Shah · 2022 to 2026
$847k
Jerome L. Greene FoundationJohns Hopkins inHealth InitiativeNIAMS NIH HHS K24 AR080217NIAMS NIH HHS K24AR080217NIAMS NIH HHS P30 AR070254NIAMS NIH HHS P30AR070254NIAMS NIH HHS R01 AR073208NIAMS NIH HHS T32 AR048522NIAMS NIH HHS T32 AR048522-19The Chresanthe Staurulakis Memorial FundThe Donald B. and Dorothy L. Stabler FoundationThe Manugian Family ScholarThe Nancy and Joachim Bechtle Precision Medicine Fund for SclerodermaThe Sara and Alex Othon Research Fund
6 · The paper itself

Abstract

objectiveInterstitial lung disease (ILD) is a significant cause of morbidity and mortality in systemic sclerosis (SSc), particularly among Black patients. Pulmonary function tests (PFTs) are critical to screen for and monitor SSc-ILD. We examined whether race-specific and race-neutral PFT reference equations impact classification of restrictive lung disease (RLD) severity in Black and White patients with SSc.

methodsBaseline percent predicted forced vital capacity (ppFVC) was calculated for self-identified Black (n = 641) and White (n = 2,909) patients in the Johns Hopkins Scleroderma Center Research Registry using race-specific (Global Lung Function Initiative 2012 [GLI 2012] and National Health and Nutrition Examination Survey III) and race-neutral (GLI Global) equations. The percentage of Black and White individuals who switched RLD severity categories (normal [ppFVC ≥ 80%], mild [70% ≤ ppFVC < 80%], moderate [60% ≤ ppFVC < 70%], severe [50% ≤ ppFVC < 60%], or very severe [ppFVC < 50%]) with the use of race-neutral versus race-specific equations was calculated. The percentages of patients who would meet typical ppFVC thresholds for immunosuppression, clinical trial eligibility, and lung transplant referral were compared.

resultsBlack individuals had lower absolute FVC values than White individuals. Forty-seven percent (n = 303) of Black individuals were reclassified as having more severe RLD, and 17% (n = 487) of White individuals were reclassified as having less severe RLD when using the GLI Global versus GLI 2012 equations. Statistically greater proportions of Black individuals met ppFVC thresholds for immunosuppression, clinical trial eligibility, and lung transplant referral with race-neutral versus race-specific equations.

conclusionThe use of race-specific PFT reference equations may result in systematic misclassification of ILD severity with potential impact on health care delivery and clinical trial eligibility.

Indexed as

LungLung Diseases, InterstitialRespiratory Function TestsScleroderma, SystemicAdultAgedBlack or African AmericanFemaleHumansMaleMiddle AgedReference ValuesRegistriesSeverity of Illness IndexVital CapacityWhite

Identifiers

PMID40931854
PMCPMC13367290

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.