Evidence map›Paper›PMID 36371199›Full record

ArticleDiabetology & metabolic syndrome2022

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

Sara Madaschi, Eugenia Resmini, Silvia Bonfadini, Giulia Massari, Paola Gamba, Marco Sandri, Stefano Calza, Elena Cimino, Emanuela Zarra, Silvia Dotti and 4 more

Open access · goldAbstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
0.7field-weighted citation impact, top 29% 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

3 citing papers in PubMed, 1 synthesis or guideline pooled it, 7 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. 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

14 authors at 2 institutions in 1 country.

Sara Madaschi *UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Eugenia Resmini *UOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy. resminieugenia@gmail.com.
Silvia BonfadiniUOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Giulia MassariUOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Paola GambaDepartment of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.
Marco SandriDepartment of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.
Stefano CalzaDepartment of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.
Elena CiminoUOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Emanuela ZarraUOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Silvia DottiUOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Cristina MascadriUOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Barbara AgostiUOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Emirena GarrafaDepartment of Molecular and Translational Medicine, University of Brescia, Brescia, Italy. emirena.garrafa@unibs.it.
Angela GirelliUOC Medicina Generale ad indirizzo Metabolico e Diabetologico, ASST degli Spedali Civili di Brescia, Brescia, Italy.
Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia · ITUniversity of Brescia · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe 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.

objectiveTo identify predictors of clinical outcomes (in-hospital mortality, length of hospitalization, respiratory failure, need for intensive care), considering hyperglycemia, inflammation markers and clinical history.

methodsRetrospective 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.

resultsGlucose 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).

conclusionsHyperglycemia 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.

Indexed as

Clinical outcomesCOVID-19Diabetes mellitusHyperglycemiaInflammation

Identifiers

PMID36371199
PMCPMC9652602
OpenAlexW4309072735

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.