Evidence map›Paper›PMID 41629381›Full record

ArticleScientific reports2026

Diagnostic and immunological roles of leptin gene rs7799039 polymorphism and cytokines in COVID-19, HCV, and dual infection.

Amany A Sakr, Amr E Ahmed, Nabil A Hasona, Rasha M Abdel-Hamid, Asmaa Salman Faisal, Elsaeed E Shaaban, Sahar Mohamed, Abbas Mohamed Abbas, Amal A Mohamed

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Article in Scientific reports, 2026. 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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5 · Who and what money

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9 authors.

Amany A SakrDepartment of Biotechnology and Life Sciences, Faculty of Postgraduate Studies for Advanced Sciences, Beni-Suef University, Beni-Suef, Egypt. amanyawad29_sd@psas.bsu.edu.eg.ORCID http://orcid.org/0000-0002-7086-6040
Amr E AhmedDepartment of Biotechnology and Life Sciences, Faculty of Postgraduate Studies for Advanced Sciences, Beni-Suef University, Beni-Suef, Egypt.
Nabil A HasonaBiochemistry Department, Faculty of Science, Beni-Suef University, Beni- Suef, Egypt.
Rasha M Abdel-HamidClinical Pathology Department, National Cancer Institute, Cairo University, Cairo, Egypt.
Asmaa Salman FaisalInternal Medicine Department, Faculty of Medicine, Arish University, Arish, Egypt.
Elsaeed E ShaabanInternal Medicine Department, Matarya Teaching Hospital, The General Organization for Teaching Hospitals and Institute (GOTHI), Cairo, Egypt.
Sahar MohamedTropical Department, National Hepatology and Tropical Medicine Research Institute (NHTMRI), The General Organization for Teaching Hospitals and Institute (GOTHI), Cairo, Egypt.
Abbas Mohamed AbbasBiochemistry Department, Faculty of Medicine, Cairo University, Cairo, Egypt.
Amal A MohamedBiochemistry and Molecular Biology Department, National Hepatology and Tropical Medicine Research Institute (NHTMRI), The General Organization for Teaching Hospitals and Institute (GOTHI), Cairo, Egypt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The identification of reliable diagnostic biomarkers is essential for improving the early detection, prognosis, and management of viral infections. Interleukin-6 (IL-6), tumor necrosis factor-alpha (TNF-α), and Interferon-gamma (IFN-γ) are key cytokines involved in immune regulation and inflammatory responses, playing a pivotal role in the pathogenesis of hepatitis C virus (HCV), coronavirus disease 2019 (COVID-19), and co-infection with both viruses. This study aims to investigate the role of circulating leptin gene polymorphism (rs7799039, G > A), together with IL-6, TNF-α, and IFN-γ biomarkers, in the context of HCV, COVID-19, and dual HCV–COVID-19 infection. While previous research has examined rs7799039 in COVID-19, its contribution in co-infection remains unclear. By integrating cytokine profiling with genotypic analysis, this work provides additional insights into disease diagnosis, risk stratification, and the underlying immunopathological mechanisms of these infections. Biomarker levels were measured in plasma using enzyme-linked immunosorbent assay (ELISA). Nasopharyngeal swabs were collected for real-time polymerase chain reaction (RT-PCR) detection of COVID-19 ribonucleic acid (RNA), and blood samples were used for quantitative RT-PCR detection of HCV-RNA. Single nucleotide polymorphisms (SNP) genotyping assay for Leptin gene (rs7799039) was examined from genomic deoxyribonucleic acid (DNA) using RT-PCR. No cytokine correlations were found in HCV alone, but TNF-α and IFN-γ correlated in dual infections. IL-6, TNF-α, and IFN-γ levels were significantly elevated in all patient groups compared to controls, with mean ± SD values of IL-6: 199.2 ± 28 pg/mL (co-infected), 171 ± 31.9 pg/mL (COVID-19), and 46.8 ± 9 pg/mL (HCV); TNF-α: 64.6 ± 15.4 pg/mL, 33.5 ± 7.1 pg/mL, and 32.9 ± 6.2 pg/mL; IFN-γ: 166.2 ± 41.9 pg/mL, 116.8 ± 18.6 pg/mL, and 101 ± 14.4 pg/mL, respectively. TNF-α and IFN-γ were significant predictors of disease status across groups (OR = 1.107–1.482, P < 0.001). IL-6 was predictive only in HCV patients (OR = 1.508, P < 0.001). TNF-α performed well (> 85%) in all groups. IFN-γ performed well in co-infection and COVID-19 (> 83%), but was moderately accurate in HCV (about 60%). IL-6 showed perfect accuracy in co-infection and COVID-19. Genotype analysis of the leptin gene polymorphism (rs7799039, G > A) indicated that the GA genotype was the most common across all study groups. The AA genotype of the leptin gene (rs7799039, G > A) was more frequent in individuals with COVID-19, suggesting a potential association with increased disease susceptibility. Conversely, the GG genotype was more commonly observed in the control group, which may indicate a protective role against infection. Statistical analysis revealed a significant relationship between genotype and disease status (χ² = 13.52, P = 0.035 < 0.05). This study highlights the distinct roles of IL-6, TNF-α, and IFN-γ in HCV, COVID-19, and co-infections, with more pronounced cytokine interactions in dual infections. Furthermore, the AA genotype may be associated with increased susceptibility to COVID-19, while the GG genotype was more frequent among controls, suggesting a possible protective trend that warrants further investigation. This study suggests differential roles of IL-6, TNF-α, and IFN-γ across HCV, COVID-19, and co-infections, with indications of more pronounced cytokine interactions in dual infections. Furthermore, the GA genotype appeared more common among patients, while the GG genotype was more frequent in controls, suggesting a possible protective trend. The AA genotype showed a slight increase in COVID-19 cases, but this association was not statistically significant and should be interpreted with caution.

Indexed as

CoinfectionCOVID-19CytokinesHepatitis CLeptinPolymorphism, Single NucleotideBiomarkersFemaleHepacivirusHumansInterferon-gammaInterleukin-6MaleMiddle AgedSARS-CoV-2Tumor Necrosis Factor-alphaBiomarkersCytokinesInterferon-gammaInterleukin-6LEP protein, humanLeptinTumor Necrosis Factor-alphaCOVID-19CytokinesGene polymorphismHCVImmunityLeptin

Identifiers

PMID41629381
PMCPMC12864950

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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.