# Risk factors associated with mortality among patients with COVID-19 in the intensive care unit: prospective cohort study from the early pandemic phase in Brazil

**Authors:** Brena Ramos Athaydes, Mariane Vedovatti Monfardini, Priscila Marinho Abreu, Frederico Firme Figueira, Juliana Couto-Vieira, Roberta Ferreira Ventura Mendes, Rahyza Inacio Freire de Assis, Luiz Felipe Camporez, Priscilla de Aquino Martins, Liliana Cruz Spano, Sandra Ventorin von Zeidler

PMC · DOI: 10.1016/j.clinsp.2026.100894 · 2026-02-28

## TL;DR

This study identifies risk factors for death in ICU patients with COVID-19 in Brazil during the early pandemic, highlighting elevated creatinine levels and age as key predictors.

## Contribution

The study provides a detailed analysis of clinical and virological factors linked to mortality in a Brazilian ICU during the pre-vaccination pandemic phase.

## Key findings

- Elevated serum creatinine at ICU admission independently predicted in-hospital mortality.
- Non-survivors were older and had higher D-dimer, leukocyte counts, and multiorgan dysfunction.
- Advanced age and chronic respiratory disease were associated with reduced survival.

## Abstract

•Elevated serum creatinine at ICU admission independently predicted in-hospital mortality.•Viral load correlated with disease severity but was not an independent predictor after adjustment.•Advanced age and chronic respiratory disease were associated with reduced survival.•Non-survivors showed higher D-dimer, leukocyte counts, and greater multiorgan dysfunction.•This study provides a historical record of early COVID-19 mortality in a Brazilian ICU.

Elevated serum creatinine at ICU admission independently predicted in-hospital mortality.

Viral load correlated with disease severity but was not an independent predictor after adjustment.

Advanced age and chronic respiratory disease were associated with reduced survival.

Non-survivors showed higher D-dimer, leukocyte counts, and greater multiorgan dysfunction.

This study provides a historical record of early COVID-19 mortality in a Brazilian ICU.

This prospective cohort study describes clinical, laboratory factors and virological factors associated with in-hospital mortality among 227 Intensive Care Unit (ICU) patients with SARS-CoV-2 infection admitted in Brazil during the pre-vaccination, pre-Omicron phase of the pandemic (September 2020 to March 2021).

Clinical and laboratory data were extracted from medical records, and viral load was quantified by RT-qPCR Cycle threshold (Ct) values. Independent predictors of mortality were evaluated using multivariable Cox proportional hazards regression, and survival was analyzed with Kaplan-Meier curves.

Non-survivors were significantly older (p < 0.001) and more likely to have hypertension (p = 0.014) and chronic respiratory disease (p = 0.042). At admission, they exhibited higher leukocyte counts (p = 0.001), D-dimer (p = 0.028), and creatinine levels (p = 0.001), as well as more frequent tracheal intubation (p < 0.001). During hospitalization, non-survivors showed persistently elevated leukocyte counts and developed more complications, including acute kidney injury, septic shock, and cardiac arrest (p < 0.001). Viral load was higher in non-survivors (p = 0.026) and among those requiring intubation (p = 0.042) or with cardiovascular disease (p = 0.016). In the multivariable Cox model, only creatinine at admission remained independently associated with mortality (HR = 1.18; 95% CI: 1.00–1.39; p = 0.049). Survival analysis showed reduced survival among patients aged ≥ 65-years (p = 0.004) and those with chronic respiratory disease (p = 0.029).

This study integrates clinical, laboratory, and viral load data to detail the early COVID-19 severity and mortality patterns in a Brazilian ICU.

## Linked entities

- **Diseases:** COVID-19 (MONDO:0100096), acute kidney injury (MONDO:0002492), cardiac arrest (MONDO:0000745)

## Full-text entities

- **Genes:** N (nucleocapsid phosphoprotein) [NCBI Gene 43740575], BSG (basigin (Ok blood group)) [NCBI Gene 682] {aka 5F7, CD147, EMMPRIN, EMPRIN, HAb18G, OK}, ACE2 (angiotensin converting enzyme 2) [NCBI Gene 59272] {aka ACEH}, CST3 (cystatin C) [NCBI Gene 1471] {aka ADLDWA, ARMD11, HEL-S-2}
- **Diseases:** systemic impairment (MESH:D009422), infectious diseases (MESH:D003141), chronic (MESH:D002908), Septic shock (MESH:D012772), renal dysfunction (MESH:D007674), cough (MESH:D003371), Metabolic acidosis (MESH:D000138), renal involvement (MESH:C565423), leukocytosis (MESH:D007964), infection (MESH:D007239), Cardiovascular disease (MESH:D002318), Thrombocytopenia (MESH:D013921), COVID-19 (MESH:D000086382), death (MESH:D003643), hypertension (MESH:D006973), collapsing glomerulopathy (MESH:D001261), thrombosis (MESH:D013927), metabolic impairment (MESH:D008659), hypotension (MESH:D007022), fever (MESH:D005334), COPD (MESH:D029424), Acute kidney injury (MESH:D058186), respiratory failure (MESH:D012131), obesity (MESH:D009765), multi-organ dysfunction (MESH:D009102), cardiac arrest (MESH:D006323), chronic kidney disease (MESH:D051436), acute tubular necrosis (MESH:D007683), dyspnea (MESH:D004417), systemic failure (MESH:D051437), diabetes (MESH:D003920), endothelial dysfunction (MESH:D014652), Chronic respiratory disease (MESH:D012140), mitochondrial impairment (MESH:D028361), inflammation (MESH:D007249), cytopathic injury (MESH:D014947), critically ill (MESH:D016638)
- **Chemicals:** creatinine (MESH:D003404), alcohol (MESH:D000438), D (MESH:D003903), norepinephrine (MESH:D009638), Oxygen (MESH:D010100)
- **Species:** Homo sapiens (human, species) [taxon 9606], Nicotiana tabacum (American tobacco, species) [taxon 4097], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049]

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12961218/full.md

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Source: https://tomesphere.com/paper/PMC12961218