Predictive markers for clinical outcomes in a cohort of diabetic patients hospitalized for COVID-19.

COVID-19 Clinical outcomes Diabetes mellitus Hyperglycemia Inflammation

Journal

Diabetology & metabolic syndrome
ISSN: 1758-5996
Titre abrégé: Diabetol Metab Syndr
Pays: England
ID NLM: 101488958

Informations de publication

Date de publication:
12 Nov 2022
Historique:
received: 04 08 2022
accepted: 23 10 2022
entrez: 12 11 2022
pubmed: 13 11 2022
medline: 13 11 2022
Statut: epublish

Résumé

The role of glycemic control, both prior and during hospitalization, on mortality from COVID-19 in diabetic patients is debated. Furthermore, it is not clear whether hyperglycemia has a direct effect or requires inflammatory mechanisms. To identify predictors of clinical outcomes (in-hospital mortality, length of hospitalization, respiratory failure, need for intensive care), considering hyperglycemia, inflammation markers and clinical history. Retrospective observational study of 291 diabetic patients hospitalized with COVID-19 in the Spedali Civili di Brescia from February 1th 2020 to March 31th 2021, with also outpatient electronic records. Glucose, inflammatory parameters, creatinine were collected within 24 h after admission to the hospital. A causal mediation analysis allowed the estimation of the direct and indirect effects of hyperglycemia on mortality. Glucose at admission ≥ 165 mg/dL and reduced renal function were associated with an increased risk of in-hospital mortality and length of hospitalization (all p < 0.001), while an increase in inflammatory parameters was significantly associated with an increased risk of all outcomes. High basophil count was associated with reduced mortality (p < 0.001). Hyperglycemia had a direct effect on mortality (p < 0.001); the indirect, through inflammatory markers, was significant only for absolute neutrophil count, C-Reactive protein and procalcitonin (p = 0.007, p = 0.029, p = 0.042). Patients with microvascular complications and with chronic kidney disease showed higher mortality (p = 0.03, p = 0.01). Hyperglycemia at admission, renal function and inflammatory parameters were found to be predictors of in-hospital mortality, while an increased basophil count was protective. Hyperglycemia had a direct effect on mortality, the indirect effect was only through few markers and markedly lower than the direct one.

Identifiants

pubmed: 36371199
doi: 10.1186/s13098-022-00941-7
pii: 10.1186/s13098-022-00941-7
pmc: PMC9652602
doi:

Types de publication

Journal Article

Langues

eng

Pagination

168

Informations de copyright

© 2022. The Author(s).

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Auteurs

Sara Madaschi (S)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Eugenia Resmini (E)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy. resminieugenia@gmail.com.

Silvia Bonfadini (S)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Giulia Massari (G)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Paola Gamba (P)

Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.

Marco Sandri (M)

Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.

Stefano Calza (S)

Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.

Elena Cimino (E)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Emanuela Zarra (E)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Silvia Dotti (S)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Cristina Mascadri (C)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Barbara Agosti (B)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Emirena Garrafa (E)

Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy. emirena.garrafa@unibs.it.
ASST Spedali Civili di Brescia, Department of Laboratory,, Brescia, Italy. emirena.garrafa@unibs.it.

Angela Girelli (A)

UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.

Classifications MeSH