Evidence mapPaperPMID 41359762Full record

ArticleAdipocyte2025

Investigating the contribution of circulating inflammatory cytokines on the link between obesity and COVID-19.

Zahra J Khamis, Emmanouil Karteris, Amani Alhajeri, Steven G Smith, Alexandra Blakemore, Fotios Drenos

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In one paragraph

Article in Adipocyte, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Zahra J KhamisDepartment of Life Sciences, College of Health, Medicine and Life Sciences, Brunel University of London, London, UK.
Emmanouil KarterisDepartment of Life Sciences, College of Health, Medicine and Life Sciences, Brunel University of London, London, UK.
Amani AlhajeriGovernment Hospitals, The Genetics Center, Manama, Kingdom of Bahrain.
Steven G SmithDepartment of Life Sciences, College of Health, Medicine and Life Sciences, Brunel University of London, London, UK.
Alexandra BlakemoreDepartment of Life Sciences, College of Health, Medicine and Life Sciences, Brunel University of London, London, UK.
Fotios DrenosDepartment of Life Sciences, College of Health, Medicine and Life Sciences, Brunel University of London, London, UK.ORCID 0000-0003-2469-5516

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Coronavirus disease 2019 (COVID-19) is more severe in obesity. A cytokine storm was observed in critically ill patients. Since adipose tissue secretes cytokines, we investigated whether cytokines mediate the effect of obesity on COVID-19 severity. Using replicated two-sample Mendelian randomization analyses, we assessed the causal effect of body mass index (BMI) on COVID-19 severity. We evaluated the BMI effect on 41 inflammatory cytokines, JAK-2, lymphocyte percentage and leptin. We tested the relationship between these immunological factors and COVID-19 severity and conducted mediation analysis.Higher BMI increased the risk of COVID-19 severity. BMI was causally associated with five inflammatory cytokines - HGF, TRAIL, IL-13, IL-6, and IL-7 - with replication confirming these associations. TNF-α and IL-8 were identified as associated with COVID-19 severity, but with no replication support. Leptin-related genetic variation was associated with COVID-19 severity and supported by replication, but JAK-2 and lymphocyte percentage provided no evidence of association. None of the immunological factors tested showed consistent statistical evidence of mediation between BMI and COVID-19 severity. Our findings support the reported causal association between BMI and COVID-19 severity. Although several cytokines elevated due to higher BMI, we observed inconsistent evidence for baseline cytokines levels increasing COVID-19 severity. Baseline levels of circulating cytokines, JAK-2, lymphocyte percentage, and leptin showed no evidence of mediating the BMI and severe COVID-19 link. Limited participants in cytokine GWASs reduce statistical power, and missing population data on cytokine responses to infection are major limitations requiring resolution to explain cytokines' mediating role between BMI and severe COVID-19.

Indexed as

COVID-19CytokinesObesityBody Mass IndexFemaleHumansInflammationJanus Kinase 2LeptinMaleMendelian Randomization AnalysisMiddle AgedSARS-CoV-2Severity of Illness IndexCytokinesJanus Kinase 2LeptinadipokinesAdipose inflammationcytokinesgene arrays and pathway analysis and chemokines

Identifiers

PMID41359762
PMCPMC12688227

What Socratic holds

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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 Socratic graph.