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Inflammation, Hyperglycemia, and Adverse Outcomes in Individuals With Diabetes Mellitus Hospitalized for COVID-19.
Vasbinder, Alexi; Anderson, Elizabeth; Shadid, Husam; Berlin, Hanna; Pan, Michael; Azam, Tariq U; Khaleel, Ibrahim; Padalia, Kishan; Meloche, Chelsea; O'Hayer, Patrick; Michaud, Erinleigh; Catalan, Tonimarie; Feroze, Rafey; Blakely, Pennelope; Launius, Christopher; Huang, Yiyuan; Zhao, Lili; Ang, Lynn; Mikhael, Monica; Mizokami-Stout, Kara; Pennathur, Subramaniam; Kretzler, Matthias; Loosen, Sven H; Chalkias, Athanasios; Tacke, Frank; Giamarellos-Bourboulis, Evangelos J; Reiser, Jochen; Eugen-Olsen, Jesper; Feldman, Eva L; Pop-Busui, Rodica; Hayek, Salim S; Hayek, Salim S; Blakely, Pennelope; Berlin, Hanna; Azam, Tariq U; Shadid, Husam; Pan, Michael; O'Hayer, Patrick; Meloche, Chelsea; Feroze, Rafey; Padalia, Kishan J; Anderson, Elizabeth; Perry, Danny; Bitar, Abbas; Kaakati, Rayan; Huang, Yiyuan; Zhao, Lili; Reiser, Jochen; Samelko, Beata; Hlepas, Alex.
  • Vasbinder A; Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Anderson E; Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Shadid H; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Berlin H; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Pan M; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Azam TU; Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Khaleel I; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Padalia K; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Meloche C; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • O'Hayer P; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Michaud E; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Catalan T; Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Feroze R; Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Blakely P; Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Launius C; Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Huang Y; Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI.
  • Zhao L; Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI.
  • Ang L; Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Mikhael M; Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Mizokami-Stout K; Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Pennathur S; Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Kretzler M; Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
  • Loosen SH; Medical Faculty, Clinic for Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Düsseldorf, Germany.
  • Chalkias A; Faculty of Medicine, Department of Anesthesiology, University of Thessaly, Larisa, Greece.
  • Tacke F; Outcomes Research Consortium, Cleveland, OH.
  • Giamarellos-Bourboulis EJ; Department of Hepatology and Gastroenterology, Campus Charité Mitte and Campus Virchow-Klinikum, Charité Universitätsmedizin Berlin, Berlin, Germany.
  • Reiser J; Fourth Department of Internal Medicine, National and Kapodistrian University of Athens, Athens, Greece.
  • Eugen-Olsen J; Department of Medicine, Rush University Medical Center, Chicago, IL.
  • Feldman EL; Department of Clinical Research, Copenhagen University Hospital Amager and Hvidovre, Hvidovre, Denmark.
  • Pop-Busui R; Department of Neurology, University of Michigan, Ann Arbor, MI.
  • Hayek SS; Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI.
Diabetes Care ; 45(3): 692-700, 2022 03 01.
Article in English | MEDLINE | ID: covidwho-1638713
ABSTRACT

OBJECTIVE:

Diabetes mellitus (DM) is a major risk factor for severe coronavirus disease 2019 (COVID-19) for reasons that are unclear. RESEARCH DESIGN AND

METHODS:

We leveraged the International Study of Inflammation in COVID-19 (ISIC), a multicenter observational study of 2,044 patients hospitalized with COVID-19, to characterize the impact of DM on in-hospital outcomes and assess the contribution of inflammation and hyperglycemia to the risk attributed to DM. We measured biomarkers of inflammation collected at hospital admission and collected glucose levels and insulin data throughout hospitalization. The primary outcome was the composite of in-hospital death, need for mechanical ventilation, and need for renal replacement therapy.

RESULTS:

Among participants (mean age 60 years, 58.2% males), those with DM (n = 686, 33.5%) had a significantly higher cumulative incidence of the primary outcome (37.8% vs. 28.6%) and higher levels of inflammatory biomarkers than those without DM. Among biomarkers, DM was only associated with higher soluble urokinase plasminogen activator receptor (suPAR) levels in multivariable analysis. Adjusting for suPAR levels abrogated the association between DM and the primary outcome (adjusted odds ratio 1.23 [95% CI 0.78, 1.37]). In mediation analysis, we estimated the proportion of the effect of DM on the primary outcome mediated by suPAR at 84.2%. Hyperglycemia and higher insulin doses were independent predictors of the primary outcome, with effect sizes unaffected by adjusting for suPAR levels.

CONCLUSIONS:

Our findings suggest that the association between DM and outcomes in COVID-19 is largely mediated by hyperinflammation as assessed by suPAR levels, while the impact of hyperglycemia is independent of inflammation.
Subject(s)

Full text: Available Collection: International databases Database: MEDLINE Main subject: Diabetes Mellitus / COVID-19 / Hyperglycemia Type of study: Observational study / Prognostic study Limits: Female / Humans / Male / Middle aged Language: English Journal: Diabetes Care Year: 2022 Document Type: Article

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Full text: Available Collection: International databases Database: MEDLINE Main subject: Diabetes Mellitus / COVID-19 / Hyperglycemia Type of study: Observational study / Prognostic study Limits: Female / Humans / Male / Middle aged Language: English Journal: Diabetes Care Year: 2022 Document Type: Article