# Poor clinical outcomes among hospitalized obese patients with COVID-19 are related to inflammation and not respiratory mechanics

**Authors:** Jordan N Edwards, Tomas Ganz, Elizabeta Nemeth, Emily J Martin, Nicholas J Jackson, Airie Kim

PMC · DOI: 10.2478/jccm-2025-0012 · The Journal of Critical Care Medicine · 2025-04-30

## TL;DR

Obese patients with COVID-19 had worse outcomes due to increased inflammation, not respiratory issues, especially in males.

## Contribution

This study identifies systemic inflammation, not respiratory mechanics, as the key driver of poor outcomes in obese hospitalized COVID-19 patients.

## Key findings

- Higher BMI was linked to ICU admission, ventilation, and worse outcomes in male patients.
- Inflammation markers like CRP, LDH, ferritin, and D-Dimer were elevated in patients with severe outcomes.
- No correlation was found between BMI and respiratory mechanics measures like static compliance.

## Abstract

The coronavirus disease 2019 (COVID-19) has infected millions of people worldwide resulting in high morbidity and mortality. Obesity is known to cause metabolic derangements and precipitate worse outcomes from viral pneumonia, potentially secondary to increased inflammation and/or altered respiratory mechanics.

Our study’s aim was to examine the relationships among BMI, systemic inflammation, and respiratory mechanics in determining clinical outcomes.

This retrospective, observational cohort study included 199 adult patients with confirmed COVID-19 who were hospitalized at a quaternary-referral academic health system. Data were manually extracted from electronic medical records, including baseline demographics and clinical profiles, inflammatory markers, measures of respiratory mechanics, and clinical outcomes. We used the rank-sum test to compare the distributions of BMI and inflammatory markers between those with and without specific clinical outcomes, and the Pearson correlation to measure the correlations between BMI and inflammatory markers or respiratory mechanics.

Higher BMI was associated with worse clinical outcomes, including the need for Intensive Care Unit (ICU) admission, invasive mechanical ventilation (IMV), neuromuscular blockade, and prone positioning, particularly in male patients. Inflammation, as measured by C-reactive protein, lactate dehydrogenase (LDH), ferritin, and D-Dimer, was also increased in both male and female patients who required ICU admission, IMV, neuromuscular blockade, and prone positioning. However, only male patients had a positive correlation of LDH and D-Dimer levels with BMI. There was no correlation between BMI and respiratory mechanics, as measured by static compliance and the response to prone positioning.

Our findings suggest that the metabolic dysfunction and systemic inflammation seen in obesity, and not dysfunctional respiratory physiology, drive the negative clinical outcomes seen in this cohort of hospitalized COVID-19 patients.

## Linked entities

- **Proteins:** ferritin (soma ferritin-like)
- **Diseases:** coronavirus disease 2019 (MONDO:0100096), obesity (MONDO:0011122), viral pneumonia (MONDO:0006012)

## Full-text entities

- **Genes:** TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CD69 (CD69 molecule) [NCBI Gene 969] {aka AIM, BL-AC/P26, CLEC2C, EA1, GP32/28, MLR-3}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, CD28 (CD28 molecule) [NCBI Gene 940] {aka IMD123, Tp44}, CD40LG (CD40 ligand) [NCBI Gene 959] {aka CD154, CD40L, HIGM1, IGM, IMD3, T-BAM}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, LEP (leptin) [NCBI Gene 3952] {aka LEPD, OB, OBS}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}
- **Diseases:** NMB (MESH:D020879), insulin resistance (MESH:D007333), chronic kidney disease (MESH:D051436), type 2 diabetes (MESH:D003924), obstructive sleep apnea (MESH:D020181), Obesity (MESH:D009765), COPD (MESH:D029424), critically ill (MESH:D016638), paralysis (MESH:D010243), adiposity (MESH:D018205), hyperlipidemia (MESH:D006949), dyslipidemia (MESH:D050171), hyperglycemia (MESH:D006943), viral infection (MESH:D014777), overweight (MESH:D050177), underweight (MESH:D013851), CKD (MESH:D012080), hypoxemia (MESH:D000860), COVID-19 (MESH:D000086382), bacterial pneumonia (MESH:D018410), visceral adiposity (MESH:D007418), severe acute respiratory distress syndrome (MESH:D045169), influenza A (MESH:D007251), retinopathy (MESH:D058437), diabetes (MESH:D003920), neuropathy (MESH:D009422), LDH (MESH:C538133), lung injury (MESH:D055370), immune (MESH:D007154), infectious disease (MESH:D003141), infected (MESH:D007239), infectious pneumonias (MESH:D011014), nephropathy (MESH:D007674), Inflammation (MESH:D007249), coronary artery disease (MESH:D003324), death (MESH:D003643), hypertension (MESH:D006973), metabolic dysfunction (MESH:D008659), ARDS (MESH:D012128), Central obesity (MESH:D056128), metabolic and cardiovascular disorders (MESH:D024821)
- **Chemicals:** IMV (-), oxygen (MESH:D010100), iron (MESH:D007501), reactive oxygen species (MESH:D017382)
- **Species:** Homo sapiens (human, species) [taxon 9606], Influenza A virus (no rank) [taxon 11320], Mus musculus (house mouse, species) [taxon 10090], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], H1N1 subtype (serotype) [taxon 114727], Gammacoronavirus (genus) [taxon 694013]

## Full text

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## Figures

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## References

36 references — full list in the complete paper: https://tomesphere.com/paper/PMC12080559/full.md

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Source: https://tomesphere.com/paper/PMC12080559