Evidence map›Paper›PMID 38635301›Full record

Observational studyThe Journal of clinical endocrinology and metabolism2024

Obesity, Inflammation, and Clinical Outcomes in COVID-19: A Multicenter Prospective Cohort Study.

Christina G Hutten, Kishan Padalia, Alexi Vasbinder, Yiyuan Huang, Anis Ismail, Ian Pizzo, Kristen Machado Diaz, Tonimarie Catalan, Feriel Presswalla, Elizabeth Anderson and 12 more

Registry-linked trialOpen access · hybridAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in The Journal of clinical endocrinology and metabolism, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07466524 (suPAR ≥6 ng/mL for Predicting Severe Respiratory Failure in U.S. Adults Hospitalized With COVID 19), which is not on this map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
4.3field-weighted citation impact, top 5% 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.

NCT07466524 completednot on this map

suPAR ≥6 ng/mL for Predicting Severe Respiratory Failure in U.S. Adults Hospitalized With COVID 19 (suPAR US The Michigan Cohort Heterogeneity Study)

TypeobservationalSponsorViroGates A/SRan2020 to 2022Enrolled367ConditionsCOVID-19, Severe Respiratory Distress Syndrome, Acute Respiratory Distress SyndromeArmssuPARnostic® TurbiLatex Assay on Roche cobas c501
3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 11 citations in OpenAlex.

  1. Trial
  2. Article
  3. DoesFood science & nutrition · 2026
    Review
  4. Article
  5. Observational
  6. Article
  7. Article
  8. Article
  9. Observational
  10. 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

22 authors at 7 institutions in 4 countries.

Christina G HuttenDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.ORCID 0000-0001-9957-5952
Kishan PadaliaDepartment of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Alexi VasbinderDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Yiyuan HuangDepartment of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA.
Anis IsmailDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Ian PizzoDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Kristen Machado DiazDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Tonimarie CatalanDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Feriel PresswallaDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Elizabeth AndersonDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Grace ErneDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Brayden BittermanDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Pennelope BlakelyDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.
Evangelos J Giamarellos-Bourboulis4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, 124 62 Athens, Greece.
Sven H LoosenClinic for Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty, University Hospital Düsseldorf, 40225 Düsseldorf, Germany.
Frank TackeDepartment of Hepatology and Gastroenterology, Charité-Universitätsmedizin Berlin, 13353 Berlin, Germany.ORCID 0000-0001-6206-0226
Athanasios ChalkiasInstitute for Translational Medicine and Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA.
Jochen ReiserDepartment of Medicine, Rush University Medical Center, Chicago, IL 60612, USA.
Jesper Eugen-OlsenDepartment of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, 2650 Hvidovre, Denmark.
Mousumi BanerjeeDepartment of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA.
Rodica Pop-BusuiDivision of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA.ORCID 0000-0002-2042-1350
Salim S HayekDivision of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor MI 48109, USA.ORCID 0000-0003-0180-349X
University of Michigan · USCharité - Universitätsmedizin Berlin · DEDüsseldorf University Hospital · DEHvidovre Hospital · DKNational and Kapodistrian University of Athens · GROutcomes Research Consortium · USRush University Medical Center · US

Funding

Regional Pilot And Feasibility Study Grants ProgramP30DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DAVID P OLSON · 2013 to 2026
$24.3M
TRAINING IN MOLECULAR AND CELLULAR CARDIOLOGYT32HL007853 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI David J. Pinsky · 1996 to 2026
$11.6M
Michigan Mouse Metabolic Phenotyping CenterU2CDK110768 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ELIAS, CAROL FUZETI · 2016 to 2021
$6.2M
NIDDK Diabetic Foot Consortium Clinical Research UnitU01DK119083 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI RODICA BUSUI (POP-BUSUI), Crystal Murray Holmes · 2018 to 2026
$5.5M
Targeting Inflammation with Salsalate as a Novel Therapy for Diabetic NeuropathyR01DK107956 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BUSUI (POP-BUSUI), RODICA, FELDMAN, EVA LUCILLE · 2016 to 2020
$3.0M
Berlin Institute of Health NIDDK-1-R01-DK-107956Charité Universitätsmedizin BerlinFrankel Cardiovascular Center COVID-19: Impact Research Ignitor U-M G024231Hellenic Institute for the Study of SepsisJuvenile Diabetes Research Foundation 5-COE-2019-861-S-BMichigan Diabetes Research Center P30-DK020572Multidisciplinary Cardiovascular Training Grant NIH T32-HL007853NHLBI NIH HHS T32 HL007853NIDDK NIH HHS P30 DK020572NIDDK NIH HHS R01 DK107956NIDDK NIH HHS U01 DK119083NIDDK NIH HHS U2C DK110768Ortho Clinical DiagnosticsUniversity of Michigan Medicine
6 · The paper itself

Abstract

contextObesity is a risk factor for coronavirus disease 2019 (COVID-19)-related outcomes; however, the mechanism remains unclear.

objectiveThe objective of this analysis was to determine whether inflammation mediates the association between obesity and COVID-19 outcomes.

methodsThe International Study of Inflammation in COVID-19 (ISIC): A Prospective Multi-Center Observational Study Examining the Role of Biomarkers of Inflammation in Predicting Covid-19 Related Outcomes in Hospitalized Patients, was conducted at 10 hospitals in the United States and Europe. Participants were adults hospitalized specifically for COVID-19 between February 1, 2020, through October 19, 2022. Inflammatory biomarkers, including soluble urokinase plasminogen activator receptor (suPAR), were measured at admission. Associations were examined between body mass index (BMI, kg/m2) and a composite of death, need for mechanical ventilation, and renal replacement therapy, stratified by pre- and post-Omicron variants. The contribution of inflammation to the relationship between obesity and outcomes was assessed.

resultsAmong 4644 participants (mean age 59.3, 45.6% male, 21.8% BMI ≥ 35), those with BMI > 40 (n = 485) had 55% higher odds of the composite outcome (95% CI, 1.21-1.98) compared with nonobese individuals (BMI < 30, n = 2358) in multivariable analysis. In multiple mediation analysis, only suPAR remained a significant mediator between BMI and composite outcome. Associations were amplified for participants younger than 65 years and with pre-Omicron variants.

conclusionObesity is associated with worse outcomes in COVID-19, notably in younger participants and in the pre-Omicron era. Inflammation, as measured by suPAR, is a significant mediator of the association between obesity and COVID-19 outcomes.

Indexed as

BiomarkersBody Mass IndexCOVID-19InflammationObesityAdultAgedEuropeFemaleHospitalizationHumansMaleMiddle AgedProspective StudiesReceptors, Urokinase Plasminogen ActivatorRisk FactorsBiomarkersReceptors, Urokinase Plasminogen ActivatorbiomarkersBMIcoronavirusCOVID-19inflammationobesitySARS-CoV-2

Identifiers

PMID38635301
PMCPMC11479687
OpenAlexW4394917759

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.