Evidence map›Paper›PMID 35701626›Full record

ArticleClinical rheumatology2022

Sex hormones, body mass index, and related comorbidities associated with developing Sjögren's disease: a nested case-control study.

Sara S McCoy, Scott Hetzel, Jeffrey J VanWormer, Christie M Bartels

Open access · greenAbstract read
In one paragraph

Article in Clinical rheumatology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
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

13 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Article
  6. Sjogren's Disease and Elevated Cardiovascular Risk: Mechanisms and Treatment.Journal of cardiovascular development and disease · 2025
    Review
  7. Review
  8. Article
  9. The Impact of Menopause on Autoimmune and Rheumatic Diseases.Clinical reviews in allergy & immunology · 2025
    Review
  10. Article
  11. Reproductive Health in Scleroderma, Vasculitis, and Sjögren Syndrome.Journal of clinical rheumatology : practical reports on rheumatic & musculoskeletal diseases · 2024
    Review
  12. Article
  13. 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

4 authors at 2 institutions in 1 country.

Sara S McCoyDepartment of Medicine, School of Medicine and Public Health, University of Wisconsin, 1685 Highland Avenue, Madison, WI, 53705-2281, USA. ssmccoy@medicine.wisc.edu.ORCID http://orcid.org/0000-0002-5293-4185
Scott HetzelDepartment of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA.
Jeffrey J VanWormer *Center for Clinical Epidemiology and Population Health, Marshfield Clinic Research Institute, Marshfield, WI, USA.
Christie M Bartels *Department of Medicine, School of Medicine and Public Health, University of Wisconsin, 1685 Highland Avenue, Madison, WI, 53705-2281, USA.ORCID http://orcid.org/0000-0001-6523-0374
University of Wisconsin–Madison · USMarshfield Clinic · US

Funding

University of Wisconsin Institute for Clinical and Translational ResearchUL1TR002373 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI ELIZABETH S BURNSIDE, Allan R. Brasier · 2017 to 2026
$75.9M
Institutional Career Development CoreKL2TR002374 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI Bo Liu, Marin Leigh Schweizer · 2017 to 2026
$9.7M
NCATS NIH HHS KL2 TR002374NCATS NIH HHS KL2TR002374NCATS NIH HHS UL1 TR002373NCATS NIH HHS UL1TR002373
6 · The paper itself

Abstract

objectiveSjögren's disease (SjD), a highly female predominant systemic autoimmune disease, peaks in perimenopause. Prior studies lack details on timing or type of sex hormone exposure. We examined SjD risk using endogenous and exogenous hormone exposure and related comorbidities.

methodsWe performed a retrospective case-control study of adult women, nested within a population cohort. Cases had SjD diagnosed by a rheumatology provider or two SjD diagnoses from a non-rheumatology provider with a positive anti-SSA antibody or salivary gland biopsy. Cases were age-matched to three SjD-free controls. We calculated modified composite estrogen scores (mCES) and collected demographics, comorbidities, and endogenous and exogenous hormone exposures. Risk ratios were adjusted for demographics.

resultsOf 546 SjD cases and 1637 age-matched controls, mCES was not significantly associated with SjD in adjusted models. The top individual hormone exposures associated with SjD included estrogen replacement therapy (ERT; RR 1.78 [95% CI 1.47-2.14]), polycystic ovarian syndrome (1.65 [1.28-2.12]), and hysterectomy without bilateral oophorectomy (1.51 [1.13-2.03]). We identified comorbidities preceding SjD including fibromyalgia, pulmonary disease, diabetes, lymphoma, osteoporosis, peripheral vascular disease, and renal disease. Taking comorbidities into account, we developed a predictive model for SjD that included fibromyalgia (2.50 [1.93-3.25]), osteoporosis (1.84 [1.27-2.66]), hormone replacement therapy (HRT) (1.61 [1.22-2.12]), diabetes (0.27 [0.13-0.50]), and body mass index (BMI) (0.97 [0.95-0.99]).

conclusionsWe report a novel algorithm to improve identifying patients at risk for SjD and describe sex hormone association with SjD. Finally, we report new comorbidities associated with SjD decrease, BMI and diabetes, and increase, lymphoma and osteoporosis.. Key Points •Given female predominance and typical perimenopausal onset, sex hormones should be considered when studying comorbidities in Sjögren's disease. •The top exposures associated with developing Sjögren's disease included fibromyalgia, osteoporosis, and use of hormone replacement therapy. Possible protective factors included prior diabetes and higher body mass index. •We used our newly identified exposures to generate a predictive algorithm, which has potential to improve diagnosis and pathogenic insights into Sjögren's disease.

Indexed as

FibromyalgiaOsteoporosisSjogren's SyndromeAdultBody Mass IndexCase-Control StudiesEstrogensFemaleGonadal Steroid HormonesHumansMaleRetrospective StudiesEstrogensGonadal Steroid HormonesBody mass indexComorbidityDiabetes mellitusEstrogenSex hormonesSjögren’s syndrome

Identifiers

PMID35701626
PMCPMC9610811
OpenAlexW4282915220

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.