# Comparison of Severe COVID-19 Outcomes in Vaccinated and Unvaccinated Patients, with and Without Diabetes Mellitus in a Romanian Tertiary Healthcare Pneumology Hospital—A Retrospective Study

**Authors:** Ioana-Mădălina Moşteanu, Adela Gabriela Ştefan, Beatrice Mahler, Adina Mitrea, Ionela Mihaela Vladu, Oana-Andreea Parliţeanu, Diana Clenciu, Eugen Moţa, Maria Magdalena Roşu, Delia-Viola Reurean Pintilei, Beatrice Elena Vladu, Alexandru Stoichiță, Diana Cristina Protasiewicz-Timofticiuc, Theodora Claudia Radu-Gheonea, Ion-Cristian Efrem, Anca Maria Amzolini, Maria Moţa

PMC · DOI: 10.3390/ijms27042082 · International Journal of Molecular Sciences · 2026-02-23

## TL;DR

This study compares severe outcomes of COVID-19 in vaccinated and unvaccinated patients with and without diabetes in a Romanian hospital.

## Contribution

It identifies how vaccination and diabetes influence severe outcomes and highlights the role of inflammatory biomarkers in risk assessment.

## Key findings

- Unvaccinated patients with diabetes had higher odds of severe illness, ICU admission, and mortality.
- CRP and SII were top biomarkers for predicting severe outcomes in unvaccinated and vaccinated groups, respectively.
- Vaccination appears to reduce the risk associated with comorbidities like diabetes.

## Abstract

The coronavirus disease 2019 (COVID-19) pandemic has had an unprecedented impact on public health. In the present study, we aimed to analyze the association of certain inflammatory biomarkers with severe COVID-19 and to explore the role of diabetes mellitus (DM) and vaccination status in relation to COVID-19 severity, intensive care need and mortality. Associated comorbidities (DM, obesity, cardiovascular, neurological, endocrine, hepatic, renal, pulmonary, rheumatological, psychiatric, hematological diseases, cancer and HIV), as well as inflammatory biomarkers, like ferritin, erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), fibrinogen, lactate dehydrogenase (LDH), neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and systemic immune-inflammation index (SII) were analyzed in 866 subjects, according to vaccination status. In unvaccinated subjects, the highest AUROC curve for severe COVID-19 was recorded for CRP (0.668), and in the vaccinated group, the highest was recorded for SII (0.694). In age- and comorbidity-adjusted analyses, diabetes mellitus was associated with higher odds of severe COVID-19, ICU admission, and mortality among unvaccinated patients. This analysis was not feasible in the vaccinated group because of the very low number of unfavorable outcomes. These findings emphasize the potential role of vaccination in attenuating the excess risk linked to comorbidities—particularly diabetes mellitus—and support the use of accessible inflammatory biomarkers for early risk stratification. The results should be interpreted within the specific epidemiological phases of the pandemic and in the context of the observational study design.

## Linked entities

- **Diseases:** coronavirus disease 2019 (MONDO:0100096), diabetes mellitus (MONDO:0005015), obesity (MONDO:0011122), pulmonary diseases (MONDO:0005275), cancer (MONDO:0004992)

## Full-text entities

- **Genes:** ADIPOQ (adiponectin, C1Q and collagen domain containing) [NCBI Gene 9370] {aka ACDC, ACRP30, ADIPQTL1, ADPN, APM-1, APM1}, LEP (leptin) [NCBI Gene 3952] {aka LEPD, OB, OBS}, IL7 (interleukin 7) [NCBI Gene 3574] {aka IL-7, IMD130}, IL2 (interleukin 2) [NCBI Gene 3558] {aka IL-2, TCGF, lymphokine}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, 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}, FGB (fibrinogen beta chain) [NCBI Gene 2244] {aka HEL-S-78p}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}
- **Diseases:** HIV (MESH:D015658), neurological, endocrine, hepatic, renal, pulmonary, rheumatological (MESH:D009461), septic shock (MESH:D012772), Severe (MESH:D045169), sepsis (MESH:D018805), hypoxia (MESH:D000860), MODS (MESH:D009102), and kidney ( (MESH:D007674), neurological diseases (MESH:D020271), Obesity (MESH:D009765), respiratory failure (MESH:D012131), OSA (MESH:D020181), , liver (MESH:D017093), , renal, pulmonary, (MESH:C538458), pneumonia (MESH:D011014), lung (MESH:D008171), COVID-19 disease (MESH:D000086382), immune dysfunction (MESH:D007154), DM (MESH:D003920), cancer (MESH:D009369), psychiatric (MESH:D001523), Cardiovascular diseases (MESH:D002318), infected (MESH:D007239), tachypnea (MESH:D059246), LDH (MESH:C538133), NLR (MESH:D015467), Hyperglycemia (MESH:D006943), diseases (MESH:D004194), injury to (MESH:D014947), Inflammation (MESH:D007249), liver or kidney diseases (MESH:D008107), chronic pulmonary, renal, hepatic, neurological, endocrine, rheumatological, psychiatric, (MESH:D006521), viral infections (MESH:D014777), hematological diseases (MESH:D006402), death (MESH:D003643)
- **Chemicals:** glucose (MESH:D005947), FPG (-), oxygen (MESH:D010100)
- **Species:** Human immunodeficiency virus 1 (no rank) [taxon 11676], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Homo sapiens (human, species) [taxon 9606], Human immunodeficiency virus (species) [taxon 12721]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12940379/full.md

## References

62 references — full list in the complete paper: https://tomesphere.com/paper/PMC12940379/full.md

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Source: https://tomesphere.com/paper/PMC12940379