Evidence map›Paper›PMID 42682497›Full record

ArticleFrontiers in epidemiology2026

Adverse drug events in hospitalized COVID-19 patients: a pharmacovigilance perspective on ICU management and fentanyl exposure.

Michele Ferreira Murgel, Marcel de Souza Borges Quintana, Roberta Olmo Pinheiro, Vítor Santos da Silva, Cláudia Luciana Dos Santos Moura, Vanessa da Gama Oliveira, Cláudia Maria Valete Rosalino, Gilberto Marcelo Sperandio da Silva

Abstract read
In one paragraph

Article in Frontiers in epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Michele Ferreira MurgelEvandro Chagas National Institute of Infectious Diseases (INI), FIOCRUZ, Rio de Janeiro, Brazil.
Marcel de Souza Borges QuintanaEvandro Chagas National Institute of Infectious Diseases (INI), FIOCRUZ, Rio de Janeiro, Brazil.
Roberta Olmo PinheiroLeprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil.
Vítor Santos da SilvaEvandro Chagas National Institute of Infectious Diseases (INI), FIOCRUZ, Rio de Janeiro, Brazil.
Cláudia Luciana Dos Santos MouraLeprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil.
Vanessa da Gama OliveiraEvandro Chagas National Institute of Infectious Diseases (INI), FIOCRUZ, Rio de Janeiro, Brazil.
Cláudia Maria Valete RosalinoEvandro Chagas National Institute of Infectious Diseases (INI), FIOCRUZ, Rio de Janeiro, Brazil.
Gilberto Marcelo Sperandio da SilvaEvandro Chagas National Institute of Infectious Diseases (INI), FIOCRUZ, Rio de Janeiro, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Pharmacovigilance is the science and practice aimed at detecting, assessing, understanding, and preventing adverse drug events (ADEs). During the COVID-19 pandemic, a wide range of medications - suchasantivirals, corticosteroids, anticoagulants, immunomodulators, and sedatives - were used during respiratorysupport. Reports of hepatotoxicity, cardiotoxicity, renal impairment, and neurological effects underscored the need for systematic safety monitoring. Since 2012, our research group has been monitoring the clinical use of various prescriptions at the National Institute of Infectious Diseases in Brazil. In this study, we aimed to evaluate factors associated with adverse drug events in hospitalized COVID-19 patients,with emphasis on ICU management practices, polypharmacy and fentanyl exposure. Methods: This observational study was conducted between March and September 2021 and included patients with a positive molecular test for SARS-CoV-2. Sociodemographic characteristics, including age, sex, educational level, and family income, as well as medical history such as hypertension, diabetes, obesity, dyslipidemia, fever, cough, dyspnea, and anosmia, were collected. Clinical data on hospitalizations, commonly prescribed medications, length of stay in intensive care units, vaccination status, oxygen supplementation, type of respiratory support, deaths, and oxygen saturation were also recorded. All adverse reactions were classified using a validated algorithm and standard terminology, and patients were followed until discharge or death. Data were initially collected on paper forms and subsequently entered into an electronic data capture platform. Associations between patient characteristics, treatments, and adverse reactions were analyzed using Poisson regression, with statistical significance set at Results: Among 113 patients, 110 experienced at least one adverse event, totaling 411 events. The mean age was 56.5 years; 54.9% were male, 53.1% had hypertension, 28.3% had diabetes, 22.2% had received at least one vaccine dose, and 17.7% died. Higher rates of adverse events were observed among intubated patients and those who received fentanyl, which is commonly used during the intubation process. Conclusions: In this study, intubation and fentanyl use were associated with higher rates of ADEs. These findings should be interpreted cautiously given the severity of illness, ICU sedation practices, and the possibility of confounding by indication. Therefore, active pharmacovigilance strategies may contribute to improved medication safety in critically ill populations.

Indexed as

COVID-19fentanylmechanical ventilationnaranjo algorithmopioid sedationpharmacovigilancepolypharmacy

Identifiers

PMID42682497
PMCPMC13529705

What OpenQuestion holds

Textmetadata
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.