Evidence map›Paper›PMID 36795328›Full record

ArticleJournal of general internal medicine2023

Association Between Diabetes Severity and Risks of COVID-19 Infection and Outcomes.

James S Floyd, Rod L Walker, Jennifer L Kuntz, Susan M Shortreed, Stephen P Fortmann, Elizabeth A Bayliss, Laura B Harrington, Sharon Fuller, Ladia H Albertson-Junkans, John D Powers and 3 more

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Article
  2. Pre-pandemic diabetes and risk of long COVID: longitudinal evidence.Journal of diabetes and metabolic disorders · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. The Functions of SARS-CoV-2 Receptors in Diabetes-Related Severe COVID-19.International journal of molecular sciences · 2024
    Review
  7. Article
  8. Article
  9. Association of Premorbid GLP-1RA and SGLT-2i Prescription Alone and in Combination with COVID-19 Severity.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024
    Article
  10. Review
  11. Article
  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

13 authors.

James S FloydDepartment of Medicine, University of Washington, Seattle, WA, USA.
Rod L WalkerKaiser Permanente Washington Health Research Institute, Seattle, WA, USA.
Jennifer L KuntzKaiser Permanente Center for Health Research, Portland, OR, USA.
Susan M ShortreedKaiser Permanente Washington Health Research Institute, Seattle, WA, USA.
Stephen P FortmannKaiser Permanente Center for Health Research, Portland, OR, USA.
Elizabeth A BaylissInstitute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA.
Laura B HarringtonDepartment of Epidemiology, University of Washington, Seattle, WA, USA.
Sharon FullerKaiser Permanente Washington Health Research Institute, Seattle, WA, USA.
Ladia H Albertson-JunkansKaiser Permanente Washington Health Research Institute, Seattle, WA, USA.
John D PowersInstitute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA.
Mi H LeeKaiser Permanente Center for Health Research, Portland, OR, USA.
Lisa A TemposkyKaiser Permanente Washington Health Research Institute, Seattle, WA, USA.
Sascha DublinDepartment of Epidemiology, University of Washington, Seattle, WA, USA.

Funding

Subclinical Atrial Fibrillation and Supraventricular Ectopy in the Jackson Heart StudyR01HL142599 · NHLBI · UNIVERSITY OF WASHINGTON · PI FLOYD, JAMES S · 2018 to 2022
$4.9M
Proteomic discovery in an inception cohort of acute myocardial infarction survivorsR01HL149706 · NHLBI · UNIVERSITY OF WASHINGTON · PI FLOYD, JAMES S · 2020 to 2023
$3.0M
Physical Activity, Sedentary Behavior, and Venous Thromboembolism RiskK01HL139997 · NHLBI · KAISER FOUNDATION RESEARCH INSTITUTE · PI HARRINGTON, LAURA BRIENNE · 2018 to 2022
$942k
NHLBI NIH HHS K01 HL139997NHLBI NIH HHS R01 HL142599NHLBI NIH HHS R01 HL149706
6 · The paper itself

Abstract

backgroundLittle is known about whether diabetes increases the risk of COVID-19 infection and whether measures of diabetes severity are related to COVID-19 outcomes.

objectiveInvestigate diabetes severity measures as potential risk factors for COVID-19 infection and COVID-19 outcomes. DESIGN, PARTICIPANTS, MEASURES: In integrated healthcare systems in Colorado, Oregon, and Washington, we identified a cohort of adults on February 29, 2020 (n = 1,086,918) and conducted follow-up through February 28, 2021. Electronic health data and death certificates were used to identify markers of diabetes severity, covariates, and outcomes. Outcomes were COVID-19 infection (positive nucleic acid antigen test, COVID-19 hospitalization, or COVID-19 death) and severe COVID-19 (invasive mechanical ventilation or COVID-19 death). Individuals with diabetes (n = 142,340) and categories of diabetes severity measures were compared with a referent group with no diabetes (n = 944,578), adjusting for demographic variables, neighborhood deprivation index, body mass index, and comorbidities.

resultsOf 30,935 patients with COVID-19 infection, 996 met the criteria for severe COVID-19. Type 1 (odds ratio [OR] 1.41, 95% CI 1.27-1.57) and type 2 diabetes (OR 1.27, 95% CI 1.23-1.31) were associated with increased risk of COVID-19 infection. Insulin treatment was associated with greater COVID-19 infection risk (OR 1.43, 95% CI 1.34-1.52) than treatment with non-insulin drugs (OR 1.26, 95% 1.20-1.33) or no treatment (OR 1.24; 1.18-1.29). The relationship between glycemic control and COVID-19 infection risk was dose-dependent: from an OR of 1.21 (95% CI 1.15-1.26) for hemoglobin A1c (HbA1c) < 7% to an OR of 1.62 (95% CI 1.51-1.75) for HbA1c ≥ 9%. Risk factors for severe COVID-19 were type 1 diabetes (OR 2.87; 95% CI 1.99-4.15), type 2 diabetes (OR 1.80; 95% CI 1.55-2.09), insulin treatment (OR 2.65; 95% CI 2.13-3.28), and HbA1c ≥ 9% (OR 2.61; 95% CI 1.94-3.52).

conclusionsDiabetes and greater diabetes severity were associated with increased risks of COVID-19 infection and worse COVID-19 outcomes.

Indexed as

COVID-19Diabetes Mellitus, Type 1Diabetes Mellitus, Type 2AdultGlycated HemoglobinHumansRisk FactorsGlycated HemoglobinCOVID-19diabetesepidemiologyhemoglobin A1cinsulin

Identifiers

PMID36795328
PMCPMC9933797

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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.