Evidence map›Paper›PMID 40828810›Full record

ArticlePloS one2025

Body mass index and critical care outcomes in hospitalized COVID-19 patients-A national cohort study.

Yolanda Bonilla, Daniel High, Jose Acosta Rullan, Jude Tabba, Richard Shalmiyev, Tanner Noris, Andrea Folds, Ana Martinez, Daniel Heller, Raiko Diaz and 3 more

Abstract read
In one paragraph

Article in PloS one, 2025. 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
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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

13 authors.

Yolanda BonillaDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.ORCID https://orcid.org/0009-0003-0361-9589
Daniel HighDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.ORCID https://orcid.org/0000-0003-1701-1999
Jose Acosta RullanDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Jude TabbaDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Richard ShalmiyevDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Tanner NorisDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Andrea FoldsDepartment of Internal Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Ana MartinezDepartment of Internal Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Daniel HellerDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Raiko DiazDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Siddarth KathuriaDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Prerna SharmaDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.
Mauricio DanckersDivision of Pulmonary and Critical Care Medicine, HCA Florida Aventura Hospital, Aventura, Florida, United States of America.ORCID https://orcid.org/0000-0002-6387-1060

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic caused significant global mortality. Obesity is associated with worse COVID-19 outcomes. This study examined the relationship between BMI, clinical interventions, and outcomes in hospitalized COVID-19 patients using pre-vaccine national data.

methodsWe conducted a retrospective cohort study using de-identified electronic health records from the HCA Healthcare database, comprising 149 hospitals across 18 U.S. states. Adults (≥18 years) hospitalized with confirmed SARS-CoV-2 infection between March 1 and December 31, 2022, were included. The primary outcome was a composite of in-hospital mortality or discharge to hospice, analyzed by BMI category. Secondary outcomes included inpatient mortality, need for mechanical ventilation or tracheostomy, duration of mechanical ventilation, and ICU (Intensive Care Unit) length of stay.

resultsOut of 38,321 hospital encounters, 21,996 met the inclusion criteria. Unadjusted analyses showed no significant differences in rates of all-cause mortality or hospice discharge across BMI categories. However, obese patients had higher rates of mechanical ventilation (7.8% vs. 4.6%, p < 0.001), tracheostomy placement (1.2% vs. 0.6%, p < 0.001), longer duration of mechanical ventilation (mean 11.5 ± 15.1 vs. 6.8 ± 8.7 days, p < 0.001), and longer ICU stays (8.3 ± 10.4 vs. 5.1 ± 6.4 days, p < 0.001) than normal BMI patients. In adjusted analyses controlling for age, sex, race, ethnicity, and comorbidities, obesity was independently associated with increased odds of all-cause mortality or hospice discharge (OR 1.29, 95% CI: 1.08-1.55, p < 0.05), inpatient mortality (OR 1.67, 95% CI: 1.34-2.08, p < 0.001), need for invasive mechanical ventilation (OR 1.55, 95% CI: 1.31-1.82, p < 0.001), and tracheostomy placement (OR 1.57, 95% CI: 1.03-2.41, p < 0.05). Obesity was a significant predictor of longer duration of mechanical ventilation (β = 3.67 days, 95% CI: 1.28-6.06, p < 0.001) and ICU stay (β = 2.90 days, 95% CI: 2.08-3.72, p < 0.001).

conclusionObesity was independently associated with increased risk of adverse clinical outcomes among hospitalized COVID-19 patients. These findings highlight the importance of BMI as a prognostic factor in acute COVID-19 management.

Indexed as

Body Mass IndexCOVID-19Critical CareCritical Care OutcomesObesityAdultAgedFemaleHospitalizationHospital MortalityHumansIntensive Care UnitsLength of StayMaleMiddle AgedRespiration, Artificial

Identifiers

PMID40828810
PMCPMC12364376

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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.