ArticleMetabolism: clinical and experimental2020
Visceral fat shows the strongest association with the need of intensive care in patients with COVID-19.
Article in Metabolism: clinical and experimental, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 139 papers, 12 of them syntheses that pooled it.
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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.
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.
COVID-19 Vaccination in Subjects With Obesity: Impact of Metabolic Health and the Role of a Ketogenic Diet
PRIN "SIDERALE": Susceptibility to Infectious Diseases in obEsity: an endocRine trAnslational socioLogic Evaluation
Who cites it
139 citing papers in PubMed, 12 syntheses or guidelines pooled it, 209 citations in OpenAlex.
- Waist circumference as a parameter in school-based interventions to prevent overweight and obesity - a systematic review and meta-analysis.BMC public health · 2024Pooled it
- Pooled it
- Prevalence and clinical implications of abnormal body composition phenotypes in patients with COVID-19: a systematic review.The American journal of clinical nutrition · 2023Pooled it
- Association of epicardial adipose tissue with the severity and adverse clinical outcomes of COVID-19: A meta-analysis.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2022Pooled it
- D-dimer, disease severity, and deaths (3D-study) in patients with COVID-19: a systematic review and meta-analysis of 100 studies.Scientific reports · 2021Pooled it
- Improvement in mood symptoms after post-bariatric surgery among people with obesity: A systematic review and meta-analysis.Diabetes/metabolism research and reviews · 2021Pooled it
- Diabetes and Overweight/Obesity Are Independent, Nonadditive Risk Factors for In-Hospital Severity of COVID-19: An International, Multicenter Retrospective Meta-analysis.Diabetes care · 2021Pooled it
- Visceral adiposity, subcutaneous adiposity, and severe coronavirus disease-2019 (COVID-19): Systematic review and meta-analysis.Clinical nutrition ESPEN · 2021Pooled it
- Association of body mass index (BMI) with critical COVID-19 and in-hospital mortality: A dose-response meta-analysis.Metabolism: clinical and experimental · 2021Pooled it
- Visceral Adiposity Elevates the Risk of Critical Condition in COVID-19: A Systematic Review and Meta-Analysis.Obesity (Silver Spring, Md.) · 2021Pooled it
- Obesity in patients with COVID-19: a systematic review and meta-analysis.Metabolism: clinical and experimental · 2020Pooled it
- COVID-19 infection and body weight: A deleterious liaison in a J-curve relationship.Obesity research & clinical practicePooled it
- Effects of Weight Loss on Adipose and Muscular Neuropilin 1 mRNA Expression in Obesity: Potential Implication in SARS-CoV-2 Infections?Obesity facts · 2022Trial
- Metabolic impact of weight loss induced reduction of adipose ACE-2 - Potential implication in COVID-19 infections?Metabolism: clinical and experimental · 2020Trial
- Deep learning-derived abdominal adiposity phenotypes and 28-day mortality in sepsis.International journal of obesity (2005) · 2026Article
- The Role of Epicardial and Visceral Fat in Severe Respiratory Infections: Associations With Adverse Outcomes.Clinical obesity · 2026Observational
- Testosterone therapy effects adipose distribution in older females post hip-fracture: The STEP-HI study.Obesity pillars · 2026Article
- Article
- A CT-based radiomics nomogram incorporating adipose tissue to differentiate invasive adenocarcinomas among part-solid pulmonary nodules.BMC cancer · 2025Article
- Predictive factors for spontaneous dislodgement of percutaneous nephrostomies for malignant ureteral obstruction.Abdominal radiology (New York) · 2025Article
79 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
15 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundObesity was recently identified as a major risk factor for worse COVID-19 severity, especially among the young. The reason why its impact seems to be less pronounced in the elderly may be due to the concomitant presence of other comorbidities. However, all reports only focus on BMI, an indirect marker of body fat.
aimTo explore the impact on COVID-19 severity of abdominal fat as a marker of body composition easily collected in patients undergoing a chest CT scan.
methodsPatients included in this retrospective study were consecutively enrolled among those admitted to an Emergency Department in Rome, Italy, who tested positive for SARS-Cov-2 and underwent a chest CT scan in March 2020. Data were extracted from electronic medical records.
results150 patients were included (64.7% male, mean age 64 ± 16 years). Visceral fat (VAT) was significantly higher in patients requiring intensive care (p = 0.032), together with age (p = 0.009), inflammation markers CRP and LDH (p < 0.0001, p = 0.003, respectively), and interstitial pneumonia severity as assessed by a Lung Severity Score (LSS) (p < 0.0001). Increasing age, lymphocytes, CRP, LDH, D-Dimer, LSS, total abdominal fat as well as VAT were found to have a significant univariate association with the need of intensive care. A multivariate analysis showed that LSS and VAT were independently associated with the need of intensive care (OR: 1.262; 95%CI: 1.0171-1.488; p = 0.005 and OR: 2.474; 95%CI: 1.017-6.019; p = 0.046, respectively).
conclusionsVAT is a marker of worse clinical outcomes in patients with COVID-19. Given the exploratory nature of our study, further investigation is needed to confirm our findings and elucidate the mechanisms underlying such association.
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Registered trials
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.