Antiviral Intervention of COVID-19: Linkage of Disease Severity with Genetic Markers FGB (rs1800790), NOS3 (rs2070744) and TMPRSS2 (rs12329760)
Maksym Sokolenko, Larysa Sydorchuk, Alina Sokolenko, Ruslan Sydorchuk, Iryna Kamyshna, Andriy Sydorchuk, Ludmila Sokolenko, Oleksandr Sokolenko, Valentyn Oksenych, Oleksandr Kamyshnyi
Viruses, doi:10.3390/v17060792
The purpose of this study was to investigate polymorphic variants of the genes FGB (rs1800790), NOS3 (rs2070744) and TMPRSS2 (rs12329760) in patients with SARS-CoV-2 and to determine their role in the COVID-19 severity course against the background of antiviral therapy. Real-time polymerase chain reaction (RT-PCR) was used to genotype the polymorphism of the selected genes. GS-5734 (remdesivir) was prescribed as the basic antiviral drug. Binary logistic regression confirmed a low probability of COVID-19 developing in carriers of the A-allele of the FGB gene. The highest probability of moderate and severe COVID-19 clinical forms developing was found in G-allele carriers (especially the GG genotype) of the FGB gene (rs1800790) and the T-allele of the TMPRSS2 gene (rs12329760). Antiviral drug GS-5734 (remdesivir) administration with anti-inflammatory therapy reduces the TMPRSS2 blood level in moderate COVID-19, IL-6 in severe COVID-19 course, and fibrinogen A-and D-dimers in both groups. The proposed treatment does not significantly affect the concentration of endothelin-1, but a decrease in procalcitonin associated with additional antibacterial use was observed, especially in severe COVID-19.
Conflicts of Interest: The authors declare no conflicts of interest.
References
Alamdari, Moghaddam, Amini, Keramati, Zarmehri et al., Application of methylene blue-vitamin C-N-acetyl cysteine for treatment of critically ill COVID-19 patients, report of a phase-I clinical trial, Eur. J. Pharmacol, 
doi:10.1016/j.ejphar.2020.173494Almulhim, Alabdulwahed, Aldoughan, Aldayyen, Alghamdi et al., Evaluation of serial procalcitonin levels for the optimization of antibiotic use in non-critically ill COVID-19 patients, Pharmaceuticals, 
doi:10.3390/ph17050624Alyammahi, Abdin, Alhamad, Elgendy, Altell et al., The dynamic association between COVID-19 and chronic disorders: An updated insight into prevalence, mechanisms and therapeutic modalities, Infect. Genet. Evol, 
doi:10.1016/j.meegid.2020.104647Barriga Guzman, Tolu-Akinnawo, Awoyemi, Chima-Kalu, Adeleke et al., A Systematic Review of Case Reports of New-Onset Atrial Fibrillation in COVID-19 Patients, Cureus, 
doi:10.7759/cureus.78938Belenichev, Popazova, Bukhtiyarova, Savchenko, Oksenych et al., Modulating Nitric Oxide: Implications for Cytotoxicity and Cytoprotection, Antioxidants, 
doi:10.3390/antiox13050504Benetti, Tita, Spiga, Ciolfi, Birolo et al., ACE2 gene variants may underlie interindividual variability and susceptibility to COVID-19 in the Italian population, Eur. J. Hum. Genet, 
doi:10.1038/s41431-020-0691-zBlank, Hoek, George, Gendall, Conner et al., An exploration of smoking-to-vaping transition attempts using a "smart" electronic nicotine delivery system, Nicotine Tob. Res, 
doi:10.1093/ntr/nty093Buchynskyi, Kamyshna, Halabitska, Petakh, Oksenych et al., Genetic Predictors of Paxlovid Treatment Response: The Role of IFNAR2, OAS1, OAS3, and ACE2 in COVID-19 Clinical Course, J. Pers. Med, 
doi:10.3390/jpm15040156Buchynskyi, Oksenych, Kamyshna, Budarna, Halabitska et al., Genomic insight into COVID-19 severity in MAFLD patients: A single-center prospective cohort study, Front. Genet, 
doi:10.3389/fgene.2024.1460318Buchynskyi, Oksenych, Kamyshna, Kamyshnyi, Exploring Paxlovid Efficacy in COVID-19 Patients with MAFLD: Insights from a Single-Center Prospective Cohort Study, Viruses, 
doi:10.3390/v16010112Buchynskyi, Oksenych, Kamyshna, Vari, Kamyshnyi, Genetic Predictors of Comorbid Course of COVID-19 and MAFLD: A Comprehensive Analysis, Viruses, 
doi:10.3390/v15081724Buchynskyi, Oksenych, Kamyshna, Vorobets, Halabitska et al., Modulatory Roles of AHR, FFAR2, FXR, and TGR5 Gene Expression in Metabolic-Associated Fatty Liver Disease and COVID-19 Outcomes, Viruses, 
doi:10.3390/v16060985Covid-19 Gwas Group; Ellinghaus, Degenhardt, Bujanda, Buti, Albillos et al., Genomewide Association Study of Severe Covid-19 with Respiratory Failure, N. Engl. J. Med, 
doi:10.1056/NEJMoa2020283Di Maria, Latini, Borgiani, Novelli, Genetic variants of the human host influencing the coronavirus-associated phenotypes (SARS, MERS and COVID-19): Rapid systematic review and field synopsis, Hum. Genom, 
doi:10.1186/s40246-020-00280-6Downes, Cross, Hua, Roberts, Schwessinger et al., COvid-19 Multi-omics Blood ATlas (COMBAT) Consortium. Identification of LZTFL1 as a candidate effector gene at a COVID-19 risk locus, Nat. Genet, 
doi:10.1038/s41588-021-00955-3Dubey, Verma, Kumar, Real-time infectious disease endurance indicator system for scientific decisions using machine learning and rapid data processing, PeerJ Comput. Sci, 
doi:10.7717/peerj-cs.2062Elhabyan, Yaacoub, Sanad, Mohamed, Elhabyan et al., The role of Host Genetics in susceptibility to severe viral infections in humans and INSIGHTS into host genetics of severe COVID-19: A systematic review, Virus Res, 
doi:10.1016/j.virusres.2020.198163Elliott, O'connor, Marshall, Inflammatory pathways in patients with post-acute sequelae of COVID-19: The role of the clinical immunologist, Ann. Allergy Asthma Immunol. Off. Publ. Am. Coll. Allergy Asthma Immunol, 
doi:10.1016/j.anai.2024.08.021Farsalinos, Barbouni, Niaura, Systematic review of the prevalence of current smoking among hospitalized COVID-19 patients in China: Could nicotine be a therapeutic option?, Intern. Emerg. Med, 
doi:10.1007/s11739-020-02355-7Flick, Du, Witte, Jiroušková, Soloviev et al., Leukocyte engagement of fibrin (ogen) via the integrin receptor α M β 2/Mac-1 is critical for host inflammatory response in vivo, J. Clin. Investig, 
doi:10.1172/JCI20741Frank, Niemiec, Khailova, Mancuso, Mitchell et al., Increased Endothelin-1 Is Associated With Morbidity in Single Ventricle Heart Disease in Children Undergoing Fontan Palliation, JACC Adv, 
doi:10.1016/j.jacadv.2025.101672Ghanei, It is time to consider an anti-inflammatory therapy based on the pathophysiology of COVID-19 infection during the right time window?, Arch. Med. Sci. AMS, 
doi:10.5114/aoms/130647Goldblatt, Alter, Crotty, Plotkin, Correlates of protection against SARS-CoV-2 infection and COVID-19 disease, Immunol. Rev, 
doi:10.1111/imr.13091Gomes, Ferreira, Corder, King, Souto-Maior et al., Individual variation in susceptibility or exposure to SARS-CoV-2 lowers the herd immunity threshold, medRxiv, 
doi:10.1016/j.jtbi.2022.111063Halabitska, Petakh, Kamyshna, Oksenych, Kainov et al., The interplay of gut microbiota, obesity, and depression: Insights and interventions, Cell. Mol. Life Sci. CMLS, 
doi:10.1007/s00018-024-05476-wHeurich, Hofmann-Winkler, Gierer, Liepold, Jahn et al., TMPRSS2 and ADAM17 cleave ACE2 differentially and only proteolysis by TMPRSS2 augments entry driven by the severe acute respiratory syndrome coronavirus spike protein, J. Virol, 
doi:10.1128/JVI.02202-13Hirsch, Kreuzberger, Skoetz, Monsef, Kluge et al., Efficacy and safety of antiviral therapies for the treatment of persistent COVID-19 in immunocompromised patients since the Omicron surge: A systematic review, J. Antimicrob. Chemother, 
doi:10.1093/jac/dkae482Hu, Wang, Li, Wu, Qiao et al., The β-fibrinogen gene 455G/A polymorphism associated with cardioembolic stroke in atrial fibrillation with low CHA2DS2-VaSc score, Sci. Rep, 
doi:10.1038/s41598-017-17537-1Huang, Xuan, Li, Impact of COVID-19 on Ocular Surface Health: Infection Mechanisms, Immune Modulation, and Inflammatory Responses, Viruses, 
doi:10.3390/v17010068Jacquemin, Antoniades, Nyberg, Plana, Müller et al., Common Genetic Polymorphisms and Haplotypes of Fibrinogen Alpha, Beta, and Gamma Chains Affect Fibrinogen Levels and the Response to Proinflammatory Stimulation in Myocardial Infarction Survivors: The AIRGENE Study, J. Am. Coll. Cardiol, 
doi:10.1016/j.jacc.2008.06.016Janik, Niemcewicz, Podogrocki, Saluk-Bijak, Bijak, Existing Drugs Considered as Promising in COVID-19 Therapy, Int. J. Mol. Sci, 
doi:10.3390/ijms22115434Kamyshnyi, Koval, Kobevko, Buchynskyi, Oksenych et al., Therapeutic Effectiveness of Interferon-A2b against COVID-19 with Community-Acquired Pneumonia: The Ukrainian Experience, Int. J. Mol. Sci, 
doi:10.3390/ijms24086887Kokic, Hillen, Tegunov, Dienemann, Seitz et al., Mechanism of SARS-CoV-2 polymerase stalling by remdesivir, Nat. Commun, 
doi:10.1038/s41467-020-20542-0Kuczmarski, Welti, Moreau, Wenner, ET-1 as a Sex-Specific Mechanism Impacting Age-Related Changes in Vascular Function, Front. Aging, 
doi:10.3389/fragi.2021.727416Latini, Agolini, Novelli, Borgiani, Giannini et al., COVID-19 and genetic variants of protein involved in the SARS-CoV-2 entry into the host cells, Genes, 
doi:10.3390/genes11091010Li, Ke, Shen, Shi, Wang et al., Targeted screening of genetic associations with COVID-19 susceptibility and severity, Front. Genet, 
doi:10.3389/fgene.2022.1073880Li, Lan, Wong, Advances in treatment strategies for COVID-19: Insights from other coronavirus diseases and prospects, Biosaf. Health, 
doi:10.1016/j.bsheal.2023.08.003Liu, Chien, Tung, Healthcare practice strategies for integrating personalized medicine: Management of COVID-19, World J. Clin. Cases, 
doi:10.12998/wjcc.v9.i29.8647Marchetti, Villa, Gamba, Conconi, Giaccherini et al., The Role of Coagulation Gene Polymorphisms in Sars-CoV2 Infection in the Bergamo Area, Blood, 
doi:10.1182/blood-2023-185934Mast, Wolberg, Gailani, Garvin, Alvarez et al., SARS-CoV-2 suppresses anticoagulant and fibrinolytic gene expression in the lung, Elife, 
doi:10.7554/eLife.64330Milic, Vucurovic, Jovic, Stankovic, Grego et al., Exploring the Potential of Precision Medicine in Neuropsychiatry: A Commentary on New Insights for Tailored Treatments Based on Genetic, Environmental, and Lifestyle Factors, Genes, 
doi:10.3390/genes16040371Molla, Bitew, Revolutionizing Personalized Medicine: Synergy with Multi-Omics Data Generation, Main Hurdles, and Future Perspectives, Biomedicines, 
doi:10.3390/biomedicines12122750Onoja, Picchiotti, Fallerini, Baldassarri, Fava et al., An explainable model of host genetic interactions linked to COVID-19 severity, Commun. Biol, 
doi:10.1038/s42003-022-04073-6Overstijns, Scheffler, Buttler, Beck, El Rahal, Serum procalcitonin in the diagnosis of pneumonia in the neurosurgical intensive care unit, Neurosurg. Rev, 
doi:10.1007/s10143-025-03529-7Papadaki, Kakkos, Vlamos, Petropoulou, Miloulis et al., Recent Web Platforms for Multi-Omics Integration Unlocking Biological Complexity, Appl. Sci, 
doi:10.3390/app15010329Papp, Kiss, Baka, Trásy, Zubek et al., Procalcitonin-guided antibiotic therapy may shorten length of treatment and may improve survival-A systematic review and meta-analysis, Crit. Care, 
doi:10.1186/s13054-023-04677-2Parker, Brigham, Connolly, Mcpeake, Agranovich et al., Addressing the post-acute sequelae of SARS-CoV-2 infection: A multidisciplinary model of care, Lancet Respir. Med, 
doi:10.1016/S2213-2600(21)00385-4Patrascu, Dumitru, Advances in Understanding Inflammation and Tissue Damage: Markers of Persistent Sequelae in COVID-19 Patients, J. Clin. Med, 
doi:10.3390/jcm14051475Pawluk, Woźniak, Tafelska-Kaczmarek, Kosinska, Pawluk et al., The Role of IL-6 in Ischemic Stroke, Biomolecules, 
doi:10.3390/biom15040470Petakh, Griga, Mohammed, Loshak, Poliak et al., Effects of Metformin, Insulin on Hematological Parameters of COVID-19 Patients with Type 2 Diabetes, Med. Arch, 
doi:10.5455/medarh.2022.76.329-332Petakh, Isevych, Kamyshnyi, Oksenych, Weil's Disease-Immunopathogenesis, Multiple Organ Failure, and Potential Role of Gut Microbiota, Biomolecules, 
doi:10.3390/biom12121830Petakh, Kamyshna, Oksenych, Kainov, Kamyshnyi, Metformin Therapy Changes Gut Microbiota Alpha-Diversity in COVID-19 Patients with Type 2 Diabetes: The Role of SARS-CoV-2 Variants and Antibiotic Treatment, Pharmaceuticals, 
doi:10.3390/ph16060904Reiner, Carty, Carlson, Wan, Rieder et al., Association between patterns of nucleotide variation across the three fibrinogen genes and plasma fibrinogen levels: The Coronary Artery Risk Development in Young Adults (CARDIA) study, J. Thromb. Haemost, 
doi:10.1111/j.1538-7836.2006.01907.xRizzi, D'onghia, Tonello, Minisini, Colangelo et al., COVID-19 Biomarkers at the Crossroad between Patient Stratification and Targeted Therapy: The Role of Validated and Proposed Parameters, Int. J. Mol. Sci, 
doi:10.3390/ijms24087099Sabit, Arneth, Altrawy, Ghazy, Abdelazeem et al., Genetic and Epigenetic Intersections in COVID-19-Associated Cardiovascular Disease: Emerging Insights and Future Directions, Biomedicines, 
doi:10.3390/biomedicines13020485Schmidt, Groh, Frick, Vehreschild, Ludwig, Genetic Predisposition and the Variable Course of Infectious Diseases, Dtsch. Arztebl. Int, 
doi:10.3238/arztebl.m2022.0105Schwedler, Heymann, Bukreeva, Hoppe, Association of Genetic Polymorphisms of Fibrinogen, Factor XIII A-Subunit and α2-Antiplasmin with Fibrinogen Levels in Pregnant Women, Life, 
doi:10.3390/life11121340Sokolenko, Sydorchuk, Sokolenko, Sokolenko, General immunologic reactivity of patients with COVID-19 and its relation to gene polymorphism, severity of clinical course of the disease and combination with comorbidities, Medicni Perspektivi, 
doi:10.26641/2307-0404.2024.3.313570Spreafico, Ascione, Digitally Enhancing Care: Innovating Health Journeys for a Sustainable and Human-Centred Future
Stefanicka-Wojtas, Kurpas, Personalised Medicine-Implementation to the Healthcare System in Europe (Focus Group Discussions), J. Pers. Med, 
doi:10.3390/jpm13030380Syed Khaja, Binsaleh, Beg, Ashfaq, Khan et al., Clinical importance of cytokine (IL-6, IL-8, and IL-10) and vitamin D levels among patients with Type-1 diabetes, Sci. Rep, 
doi:10.1038/s41598-024-73737-6Thomas, Green, Kelleher, Wilkes, Brennan et al., Variation in the promoter region of the beta fibrinogen gene is associated with plasma fibrinogen levels in smokers and non-smokers, Thromb. Haemost
Van't Hooft, Von Bahr, Silveira, Iliadou, Eriksson et al., Two common, functional polymorphisms in the promoter region of the beta-fibrinogen gene contribute to regulation of plasma fibrinogen concentration, Arterioscler. Thromb. Vasc. Biol, 
doi:10.1161/01.ATV.19.12.3063Vegivinti, Evanson, Lyons, Akosman, Barrett et al., Efficacy of antiviral therapies for COVID-19: A systematic review of randomized controlled trials, BMC Infect. Dis, 
doi:10.1186/s12879-022-07068-0Vo, Trinh, Emerging Biomarkers in Metabolomics: Advancements in Precision Health and Disease Diagnosis, Int. J. Mol. Sci, 
doi:10.3390/ijms252313190Vásquez, Orozco, Detection of COVID-19-related biomarkers by electrochemical biosensors and potential for diagnosis, prognosis, and prediction of the course of the disease in the context of personalized medicine, Anal. Bioanal. Chem, 
doi:10.1007/s00216-022-04237-7Wang, Zhang, Zhang, Cardiovascular Impairment in COVID-19: Learning from Current Options for Cardiovascular Anti-Inflammatory Therapy, Front. Cardiovasc. Med, 
doi:10.3389/fcvm.2020.00078Yaghoobi, Lord, Rezaiezadeh, Yekaninejad, Amini et al., TMPRSS2 polymorphism (rs12329760) and the severity of the COVID-19 in Iranian population, PLoS ONE, 
doi:10.1371/journal.pone.0281750Zanin-Silva, Santana-Gonçalves, Kawashima-Vasconcelos, Oliveira, Management of Endothelial Dysfunction in Systemic Sclerosis: Current and Developing Strategies, Front. Med, 
doi:10.3389/fmed.2021.788250Zhang, Chen, Tian, Fu, Host factors of SARS-CoV-2 in infection, pathogenesis, and long-term effects, Front. Cell. Infect. Microbiol, 
doi:10.3389/fcimb.2024.1407261DOI record:
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  "abstract": "<jats:p>The purpose of this study was to investigate polymorphic variants of the genes FGB (rs1800790), NOS3 (rs2070744) and TMPRSS2 (rs12329760) in patients with SARS-CoV-2 and to determine their role in the COVID-19 severity course against the background of antiviral therapy. Real-time polymerase chain reaction (RT-PCR) was used to genotype the polymorphism of the selected genes. GS-5734 (remdesivir) was prescribed as the basic antiviral drug. Binary logistic regression confirmed a low probability of COVID-19 developing in carriers of the A-allele of the FGB gene. The highest probability of moderate and severe COVID-19 clinical forms developing was found in G-allele carriers (especially the GG genotype) of the FGB gene (rs1800790) and the T-allele of the TMPRSS2 gene (rs12329760). Antiviral drug GS-5734 (remdesivir) administration with anti-inflammatory therapy reduces the TMPRSS2 blood level in moderate COVID-19, IL-6 in severe COVID-19 course, and fibrinogen A- and D-dimers in both groups. The proposed treatment does not significantly affect the concentration of endothelin-1, but a decrease in procalcitonin associated with additional antibacterial use was observed, especially in severe COVID-19.</jats:p>",
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    },
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      "unstructured": "COVID-19 Host Genetics Initiative (2020). The COVID-19 Host Genetics Initiative, a global initiative to elucidate the role of host genetic factors in susceptibility and severity of the SARS-CoV-2 virus pandemic. Eur. J. Hum. Genet., 28, 715–718."
    },
    {
      "DOI": "10.1055/s-0038-1648177",
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      "first-page": "487",
      "journal-title": "Thromb. Haemost.",
      "key": "ref_4",
      "volume": "65",
      "year": "1991"
    },
    {
      "DOI": "10.2174/1389450123666220826162900",
      "article-title": "Fibrinogen, Fibrin, and Fibrin Degradation Products in COVID-19",
      "author": "Kangro",
      "doi-asserted-by": "crossref",
      "first-page": "1593",
      "journal-title": "Curr. Drug Targets",
      "key": "ref_5",
      "volume": "23",
      "year": "2022"
    },
    {
      "DOI": "10.1016/j.ejphar.2020.173494",
      "article-title": "Application of methylene blue-vitamin C–N-acetyl cysteine for treatment of critically ill COVID-19 patients, report of a phase-I clinical trial",
      "author": "Alamdari",
      "doi-asserted-by": "crossref",
      "first-page": "173494",
      "journal-title": "Eur. J. Pharmacol.",
      "key": "ref_6",
      "volume": "885",
      "year": "2020"
    },
    {
      "DOI": "10.1016/j.freeradbiomed.2020.12.008",
      "article-title": "The role of NO in COVID-19 and potential therapeutic strategies",
      "author": "Fang",
      "doi-asserted-by": "crossref",
      "first-page": "153",
      "journal-title": "Free Radic. Biol. Med.",
      "key": "ref_7",
      "volume": "163",
      "year": "2021"
    },
    {
      "DOI": "10.1128/JVI.02202-13",
      "article-title": "TMPRSS2 and ADAM17 cleave ACE2 differentially and only proteolysis by TMPRSS2 augments entry driven by the severe acute respiratory syndrome coronavirus spike protein",
      "author": "Heurich",
      "doi-asserted-by": "crossref",
      "first-page": "1293",
      "journal-title": "J. Virol.",
      "key": "ref_8",
      "volume": "88",
      "year": "2014"
    },
    {
      "article-title": "TMPRSS2 As an Influential Human Gene for COVID-19",
      "author": "Abdollahi",
      "first-page": "e119384",
      "journal-title": "J. Hum. Genet. Genom.",
      "key": "ref_9",
      "volume": "4",
      "year": "2020"
    },
    {
      "DOI": "10.1371/journal.pone.0281750",
      "doi-asserted-by": "crossref",
      "key": "ref_10",
      "unstructured": "Yaghoobi, A., Lord, J.S., Rezaiezadeh, J.S., Yekaninejad, M.S., Amini, M., and Izadi, P. (2023). TMPRSS2 polymorphism (rs12329760) and the severity of the COVID-19 in Iranian population. PLoS ONE, 18."
    },
    {
      "key": "ref_11",
      "unstructured": "Protocol “Provision of Medical Assistance for the Treatment of Coronavirus Disease (COVID-19)” (2023, March 27). Approved by the Order of the Ministry of Health of Ukraine of April 2, 2020 No. 762 (as Amended by the Order of the Ministry of Health of Ukraine of May 17, 2023 No. 913. Ukrainian, Available online: https://www.dec.gov.ua/wp-content/uploads/2023/05/protokol-covid2023.pdf."
    },
    {
      "key": "ref_12",
      "unstructured": "Medical Care Standards “Coronavirus Disease (COVID-19)” (2020, March 03). Approved by Order No. 722 of the Ministry of Health of Ukraine dated March 28, 2020. Ukrainian, Available online: https://www.dec.gov.ua/wp-content/uploads/2021/10/2020_722_standart_covid_19.pdf."
    },
    {
      "key": "ref_13",
      "unstructured": "CDC 24/7: Saving Lives, Protecting People (2025, March 10). Prevention Actions to Use at All COVID-19 Community Levels [Internet]. Center for Disease Control and Prevention, Available online: https://www.cdc.gov/covid/prevention/index.html."
    },
    {
      "DOI": "10.26641/2307-0404.2024.3.313570",
      "article-title": "General immunologic reactivity of patients with COVID-19 and its relation to gene polymorphism, severity of clinical course of the disease and combination with comorbidities",
      "author": "Sokolenko",
      "doi-asserted-by": "crossref",
      "first-page": "108",
      "journal-title": "Medicni Perspektivi",
      "key": "ref_14",
      "volume": "29",
      "year": "2024"
    },
    {
      "DOI": "10.1038/s41431-020-0691-z",
      "article-title": "ACE2 gene variants may underlie interindividual variability and susceptibility to COVID-19 in the Italian population",
      "author": "Benetti",
      "doi-asserted-by": "crossref",
      "first-page": "1602",
      "journal-title": "Eur. J. Hum. Genet.",
      "key": "ref_15",
      "volume": "28",
      "year": "2020"
    },
    {
      "DOI": "10.3390/genes11091010",
      "doi-asserted-by": "crossref",
      "key": "ref_16",
      "unstructured": "Latini, A., Agolini, E., Novelli, A., Borgiani, P., Giannini, R., Gravina, P., Smarrazzo, A., Dauri, M., Andreoni, M., and Rogliani, P. (2020). COVID-19 and genetic variants of protein involved in the SARS-CoV-2 entry into the host cells. Genes, 11."
    },
    {
      "DOI": "10.3389/fgene.2022.1073880",
      "doi-asserted-by": "crossref",
      "key": "ref_17",
      "unstructured": "Li, P., Ke, Y., Shen, W., Shi, S., Wang, Y., Lin, K., Guo, X., Wang, C., Zhang, Y., and Zhao, Z. (2022). Targeted screening of genetic associations with COVID-19 susceptibility and severity. Front. Genet., 13."
    },
    {
      "DOI": "10.1038/s41588-021-00955-3",
      "article-title": "COvid-19 Multi-omics Blood ATlas (COMBAT) Consortium. Identification of LZTFL1 as a candidate effector gene at a COVID-19 risk locus",
      "author": "Downes",
      "doi-asserted-by": "crossref",
      "first-page": "1606",
      "journal-title": "Nat. Genet.",
      "key": "ref_18",
      "volume": "53",
      "year": "2021"
    },
    {
      "DOI": "10.7554/eLife.64330",
      "article-title": "SARS-CoV-2 suppresses anticoagulant and fibrinolytic gene expression in the lung",
      "author": "Mast",
      "doi-asserted-by": "crossref",
      "first-page": "e64330",
      "journal-title": "Elife",
      "key": "ref_19",
      "volume": "10",
      "year": "2021"
    },
    {
      "DOI": "10.1182/blood-2023-185934",
      "article-title": "The Role of Coagulation Gene Polymorphisms in Sars-CoV2 Infection in the Bergamo Area",
      "author": "Marchetti",
      "doi-asserted-by": "crossref",
      "first-page": "5410",
      "journal-title": "Blood",
      "key": "ref_20",
      "volume": "142",
      "year": "2023"
    },
    {
      "DOI": "10.1111/j.1538-7836.2006.01907.x",
      "article-title": "Association between patterns of nucleotide variation across the three fibrinogen genes and plasma fibrinogen levels: The Coronary Artery Risk Development in Young Adults (CARDIA) study",
      "author": "Reiner",
      "doi-asserted-by": "crossref",
      "first-page": "1279",
      "journal-title": "J. Thromb. Haemost.",
      "key": "ref_21",
      "volume": "4",
      "year": "2006"
    },
    {
      "DOI": "10.1016/j.jacc.2008.06.016",
      "article-title": "Common Genetic Polymorphisms and Haplotypes of Fibrinogen Alpha, Beta, and Gamma Chains Affect Fibrinogen Levels and the Response to Proinflammatory Stimulation in Myocardial Infarction Survivors: The AIRGENE Study",
      "author": "Jacquemin",
      "doi-asserted-by": "crossref",
      "first-page": "941",
      "journal-title": "J. Am. Coll. Cardiol.",
      "key": "ref_22",
      "volume": "52",
      "year": "2008"
    },
    {
      "DOI": "10.1161/01.ATV.19.12.3063",
      "article-title": "Two common, functional polymorphisms in the promoter region of the beta-fibrinogen gene contribute to regulation of plasma fibrinogen concentration",
      "author": "Silveira",
      "doi-asserted-by": "crossref",
      "first-page": "3063",
      "journal-title": "Arterioscler. Thromb. Vasc. Biol.",
      "key": "ref_23",
      "volume": "19",
      "year": "1999"
    },
    {
      "DOI": "10.3390/life11121340",
      "doi-asserted-by": "crossref",
      "key": "ref_24",
      "unstructured": "Schwedler, C., Heymann, G., Bukreeva, L., and Hoppe, B. (2021). Association of Genetic Polymorphisms of Fibrinogen, Factor XIII A-Subunit and α2-Antiplasmin with Fibrinogen Levels in Pregnant Women. Life, 11."
    },
    {
      "DOI": "10.1038/s41598-017-17537-1",
      "doi-asserted-by": "crossref",
      "key": "ref_25",
      "unstructured": "Hu, X., Wang, J., Li, Y., Wu, J., Qiao, S., Xu, S., Huang, J., and Chen, L. (2017). The β-fibrinogen gene 455G/A polymorphism associated with cardioembolic stroke in atrial fibrillation with low CHA2DS2-VaSc score. Sci. Rep., 7."
    },
    {
      "DOI": "10.1002/rth2.12109",
      "article-title": "The coagulation system in host defense",
      "author": "Antoniak",
      "doi-asserted-by": "crossref",
      "first-page": "549",
      "journal-title": "Res. Pract. Thromb. Haemost.",
      "key": "ref_26",
      "volume": "2",
      "year": "2018"
    },
    {
      "DOI": "10.1172/JCI20741",
      "article-title": "Leukocyte engagement of fibrin (ogen) via the integrin receptor α M β 2/Mac-1 is critical for host inflammatory response in vivo",
      "author": "Flick",
      "doi-asserted-by": "crossref",
      "first-page": "1596",
      "journal-title": "J. Clin. Investig.",
      "key": "ref_27",
      "volume": "113",
      "year": "2004"
    },
    {
      "DOI": "10.1007/s11739-020-02355-7",
      "article-title": "Systematic review of the prevalence of current smoking among hospitalized COVID-19 patients in China: Could nicotine be a therapeutic option?",
      "author": "Farsalinos",
      "doi-asserted-by": "crossref",
      "first-page": "845",
      "journal-title": "Intern. Emerg. Med.",
      "key": "ref_28",
      "volume": "15",
      "year": "2020"
    },
    {
      "DOI": "10.1093/ntr/nty093",
      "article-title": "An exploration of smoking-to-vaping transition attempts using a “smart” electronic nicotine delivery system",
      "author": "Blank",
      "doi-asserted-by": "crossref",
      "first-page": "1339",
      "journal-title": "Nicotine Tob. Res.",
      "key": "ref_29",
      "volume": "21",
      "year": "2019"
    },
    {
      "DOI": "10.22541/au.166600086.67360549/v1",
      "doi-asserted-by": "crossref",
      "key": "ref_30",
      "unstructured": "Kamyshnyi, A., Koval, H., Kobevko, O., Buchynskyi, M., Oksenych, V., Kainov, D., Lyubomirskaya, K., Kamyshna, I., Potters, G., and Moshynets, O. (2023). Therapeutic Effectiveness of Interferon-A2b against COVID-19 with Community-Acquired Pneumonia: The Ukrainian Experience. Int. J. Mol. Sci., 24."
    },
    {
      "key": "ref_31",
      "unstructured": "Treatment Guidelines Panel (2023, January 31). Coronavirus Disease 2019 (COVID-19) Treatment Guidelines. National Institutes of Health. Available online: https://med-expert.com.ua/journals/wp-content/uploads/2022/01/15.pdf."
    },
    {
      "key": "ref_32",
      "unstructured": "Guidelines for Clinical Management of SARS-CoV-2 Infection (2023, January 31). Taiwan Centers for Disease Control [Tranditinal Chinese Version], Available online: https://www.cdc.gov.tw/Category/Page/xCSwc5oznwcqunujPc-qmQ."
    },
    {
      "DOI": "10.1038/s41467-020-20542-0",
      "article-title": "Mechanism of SARS-CoV-2 polymerase stalling by remdesivir",
      "author": "Kokic",
      "doi-asserted-by": "crossref",
      "first-page": "279",
      "journal-title": "Nat. Commun.",
      "key": "ref_33",
      "volume": "12",
      "year": "2021"
    },
    {
      "DOI": "10.3390/antiox13050504",
      "doi-asserted-by": "crossref",
      "key": "ref_34",
      "unstructured": "Belenichev, I., Popazova, O., Bukhtiyarova, N., Savchenko, D., Oksenych, V., and Kamyshnyi, O. (2024). Modulating Nitric Oxide: Implications for Cytotoxicity and Cytoprotection. Antioxidants, 13."
    },
    {
      "DOI": "10.3390/biom12121830",
      "doi-asserted-by": "crossref",
      "key": "ref_35",
      "unstructured": "Petakh, P., Isevych, V., Kamyshnyi, A., and Oksenych, V. (2022). Weil’s Disease-Immunopathogenesis, Multiple Organ Failure, and Potential Role of Gut Microbiota. Biomolecules, 12."
    },
    {
      "DOI": "10.5455/medarh.2022.76.329-332",
      "article-title": "Effects of Metformin, Insulin on Hematological Parameters of COVID-19 Patients with Type 2 Diabetes",
      "author": "Petakh",
      "doi-asserted-by": "crossref",
      "first-page": "329",
      "journal-title": "Med. Arch.",
      "key": "ref_36",
      "volume": "76",
      "year": "2022"
    },
    {
      "DOI": "10.20944/preprints202304.1127.v1",
      "doi-asserted-by": "crossref",
      "key": "ref_37",
      "unstructured": "Petakh, P., Kamyshna, I., Oksenych, V., Kainov, D., and Kamyshnyi, A. (2023). Metformin Therapy Changes Gut Microbiota Alpha-Diversity in COVID-19 Patients with Type 2 Diabetes: The Role of SARS-CoV-2 Variants and Antibiotic Treatment. Pharmaceuticals, 16."
    },
    {
      "DOI": "10.1016/j.jacadv.2025.101672",
      "article-title": "Increased Endothelin-1 Is Associated With Morbidity in Single Ventricle Heart Disease in Children Undergoing Fontan Palliation",
      "author": "Frank",
      "doi-asserted-by": "crossref",
      "first-page": "101672",
      "journal-title": "JACC Adv.",
      "key": "ref_38",
      "volume": "4",
      "year": "2025"
    },
    {
      "DOI": "10.3389/fmed.2021.788250",
      "doi-asserted-by": "crossref",
      "key": "ref_39",
      "unstructured": "Zanin-Silva, D.C., Santana-Gonçalves, M., Kawashima-Vasconcelos, M.Y., and Oliveira, M.C. (2021). Management of Endothelial Dysfunction in Systemic Sclerosis: Current and Developing Strategies. Front. Med., 8."
    },
    {
      "DOI": "10.3389/fragi.2021.727416",
      "doi-asserted-by": "crossref",
      "key": "ref_40",
      "unstructured": "Kuczmarski, A.V., Welti, L.M., Moreau, K.L., and Wenner, M.M. (2021). ET-1 as a Sex-Specific Mechanism Impacting Age-Related Changes in Vascular Function. Front. Aging, 2."
    },
    {
      "DOI": "10.3390/ph17050624",
      "doi-asserted-by": "crossref",
      "key": "ref_41",
      "unstructured": "Almulhim, A.S., Alabdulwahed, M.A., Aldoughan, F.F., Aldayyen, A.M., Alghamdi, F., Alabdulqader, R., Alnaim, N., Alghannam, D., Aljamaan, Y., and Almutairi, S. (2024). Evaluation of serial procalcitonin levels for the optimization of antibiotic use in non-critically ill COVID-19 patients. Pharmaceuticals, 17."
    },
    {
      "DOI": "10.1186/s13054-023-04677-2",
      "article-title": "Procalcitonin-guided antibiotic therapy may shorten length of treatment and may improve survival—A systematic review and meta-analysis",
      "author": "Papp",
      "doi-asserted-by": "crossref",
      "first-page": "394",
      "journal-title": "Crit. Care",
      "key": "ref_42",
      "volume": "27",
      "year": "2023"
    },
    {
      "DOI": "10.1007/s10143-025-03529-7",
      "article-title": "Serum procalcitonin in the diagnosis of pneumonia in the neurosurgical intensive care unit",
      "author": "Overstijns",
      "doi-asserted-by": "crossref",
      "first-page": "373",
      "journal-title": "Neurosurg. Rev.",
      "key": "ref_43",
      "volume": "48",
      "year": "2025"
    },
    {
      "DOI": "10.3390/biom15040470",
      "doi-asserted-by": "crossref",
      "key": "ref_44",
      "unstructured": "Pawluk, H., Woźniak, A., Tafelska-Kaczmarek, A., Kosinska, A., Pawluk, M., Sergot, K., Grochowalska, R., and Kołodziejska, R. (2025). The Role of IL-6 in Ischemic Stroke. Biomolecules, 15."
    },
    {
      "DOI": "10.1016/j.cyto.2021.155742",
      "article-title": "Systemic effects of IL-6 blockade in rheumatoid arthritis beyond the joints",
      "author": "Jarlborg",
      "doi-asserted-by": "crossref",
      "first-page": "155742",
      "journal-title": "Cytokine",
      "key": "ref_45",
      "volume": "149",
      "year": "2022"
    },
    {
      "DOI": "10.1038/s41598-024-73737-6",
      "doi-asserted-by": "crossref",
      "key": "ref_46",
      "unstructured": "Syed Khaja, A.S., Binsaleh, N.K., Beg, M.M.A., Ashfaq, F., Khan, M.I., Almutairi, M.G., Qanash, H., Saleem, M., and Ginawi, I.A.M. (2024). Clinical importance of cytokine (IL-6, IL-8, and IL-10) and vitamin D levels among patients with Type-1 diabetes. Sci. Rep., 14."
    },
    {
      "DOI": "10.1016/j.anai.2024.08.021",
      "article-title": "Inflammatory pathways in patients with post-acute sequelae of COVID-19: The role of the clinical immunologist",
      "author": "Elliott",
      "doi-asserted-by": "crossref",
      "first-page": "507",
      "journal-title": "Ann. Allergy Asthma Immunol. Off. Publ. Am. Coll. Allergy Asthma Immunol.",
      "key": "ref_47",
      "volume": "133",
      "year": "2024"
    },
    {
      "DOI": "10.5114/aoms/130647",
      "article-title": "It is time to consider an anti-inflammatory therapy based on the pathophysiology of COVID-19 infection during the right time window?",
      "author": "Ghanei",
      "doi-asserted-by": "crossref",
      "first-page": "546",
      "journal-title": "Arch. Med. Sci. AMS",
      "key": "ref_48",
      "volume": "17",
      "year": "2021"
    },
    {
      "DOI": "10.3390/ijms22115434",
      "doi-asserted-by": "crossref",
      "key": "ref_49",
      "unstructured": "Janik, E., Niemcewicz, M., Podogrocki, M., Saluk-Bijak, J., and Bijak, M. (2021). Existing Drugs Considered as Promising in COVID-19 Therapy. Int. J. Mol. Sci., 22."
    },
    {
      "DOI": "10.3389/fcvm.2020.00078",
      "doi-asserted-by": "crossref",
      "key": "ref_50",
      "unstructured": "Wang, L., Zhang, Y., and Zhang, S. (2020). Cardiovascular Impairment in COVID-19: Learning from Current Options for Cardiovascular Anti-Inflammatory Therapy. Front. Cardiovasc. Med., 7."
    },
    {
      "article-title": "A Systematic Review of Case Reports of New-Onset Atrial Fibrillation in COVID-19 Patients",
      "author": "Awoyemi",
      "first-page": "e78938",
      "journal-title": "Cureus",
      "key": "ref_51",
      "volume": "17",
      "year": "2025"
    },
    {
      "DOI": "10.3390/v17010068",
      "doi-asserted-by": "crossref",
      "key": "ref_52",
      "unstructured": "Huang, D., Xuan, W., and Li, Z. (2025). Impact of COVID-19 on Ocular Surface Health: Infection Mechanisms, Immune Modulation, and Inflammatory Responses. Viruses, 17."
    },
    {
      "DOI": "10.3390/jcm14051475",
      "doi-asserted-by": "crossref",
      "key": "ref_53",
      "unstructured": "Patrascu, R., and Dumitru, C.S. (2025). Advances in Understanding Inflammation and Tissue Damage: Markers of Persistent Sequelae in COVID-19 Patients. J. Clin. Med., 14."
    },
    {
      "DOI": "10.1016/j.jtbi.2022.111063",
      "doi-asserted-by": "crossref",
      "key": "ref_54",
      "unstructured": "Gomes, M.G.M., Ferreira, M.U., Corder, R.M., King, J.G., Souto-Maior, C., Penha-Gonçalves, C., Gonçalves, G., Chikina, M., Pegden, W., and Aguas, R. (2022). Individual variation in susceptibility or exposure to SARS-CoV-2 lowers the herd immunity threshold. medRxiv."
    },
    {
      "DOI": "10.20944/preprints202405.0815.v1",
      "doi-asserted-by": "crossref",
      "key": "ref_55",
      "unstructured": "Buchynskyi, M., Oksenych, V., Kamyshna, I., Vorobets, I., Halabitska, I., and Kamyshnyi, O. (2024). Modulatory Roles of AHR, FFAR2, FXR, and TGR5 Gene Expression in Metabolic-Associated Fatty Liver Disease and COVID-19 Outcomes. Viruses, 16."
    },
    {
      "DOI": "10.3389/fgene.2024.1460318",
      "doi-asserted-by": "crossref",
      "key": "ref_56",
      "unstructured": "Buchynskyi, M., Oksenych, V., Kamyshna, I., Budarna, O., Halabitska, I., Petakh, P., and Kamyshnyi, O. (2024). Genomic insight into COVID-19 severity in MAFLD patients: A single-center prospective cohort study. Front. Genet., 15."
    },
    {
      "DOI": "10.1111/imr.13091",
      "article-title": "Correlates of protection against SARS-CoV-2 infection and COVID-19 disease",
      "author": "Goldblatt",
      "doi-asserted-by": "crossref",
      "first-page": "6",
      "journal-title": "Immunol. Rev.",
      "key": "ref_57",
      "volume": "310",
      "year": "2022"
    },
    {
      "DOI": "10.1016/j.cell.2024.07.054",
      "article-title": "Mechanisms of long COVID and the path toward therapeutics",
      "author": "Peluso",
      "doi-asserted-by": "crossref",
      "first-page": "5500",
      "journal-title": "Cell",
      "key": "ref_58",
      "volume": "187",
      "year": "2024"
    },
    {
      "DOI": "10.12998/wjcc.v9.i29.8647",
      "article-title": "Healthcare practice strategies for integrating personalized medicine: Management of COVID-19",
      "author": "Liu",
      "doi-asserted-by": "crossref",
      "first-page": "8647",
      "journal-title": "World J. Clin. Cases",
      "key": "ref_59",
      "volume": "9",
      "year": "2021"
    },
    {
      "DOI": "10.2217/pme-2021-0077",
      "article-title": "Personalized therapy: Can it tame the COVID-19 monster?",
      "author": "Arish",
      "doi-asserted-by": "crossref",
      "first-page": "583",
      "journal-title": "Pers. Med.",
      "key": "ref_60",
      "volume": "18",
      "year": "2021"
    },
    {
      "DOI": "10.3390/jpm13030380",
      "doi-asserted-by": "crossref",
      "key": "ref_61",
      "unstructured": "Stefanicka-Wojtas, D., and Kurpas, D. (2023). Personalised Medicine-Implementation to the Healthcare System in Europe (Focus Group Discussions). J. Pers. Med., 13."
    },
    {
      "DOI": "10.1016/j.bsheal.2023.08.003",
      "article-title": "Advances in treatment strategies for COVID-19: Insights from other coronavirus diseases and prospects",
      "author": "Li",
      "doi-asserted-by": "crossref",
      "first-page": "272",
      "journal-title": "Biosaf. Health",
      "key": "ref_62",
      "volume": "5",
      "year": "2023"
    },
    {
      "DOI": "10.2139/ssrn.4901855",
      "doi-asserted-by": "crossref",
      "key": "ref_63",
      "unstructured": "Buchynskyi, M., Oksenych, V., Kamyshna, I., and Kamyshnyi, O. (2024). Exploring Paxlovid Efficacy in COVID-19 Patients with MAFLD: Insights from a Single-Center Prospective Cohort Study. Viruses, 16."
    },
    {
      "DOI": "10.20944/preprints202307.0507.v1",
      "doi-asserted-by": "crossref",
      "key": "ref_64",
      "unstructured": "Buchynskyi, M., Oksenych, V., Kamyshna, I., Vari, S.G., and Kamyshnyi, A. (2023). Genetic Predictors of Comorbid Course of COVID-19 and MAFLD: A Comprehensive Analysis. Viruses, 15."
    },
    {
      "DOI": "10.3390/jpm15040156",
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    },
    {
      "DOI": "10.1016/j.bsheal.2023.01.002",
      "article-title": "Towards precision medicine: Omics approach for COVID-19",
      "author": "Cen",
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      "first-page": "78",
      "journal-title": "Biosaf. Health",
      "key": "ref_66",
      "volume": "5",
      "year": "2023"
    },
    {
      "DOI": "10.3390/biomedicines12122750",
      "doi-asserted-by": "crossref",
      "key": "ref_67",
      "unstructured": "Molla, G., and Bitew, M. (2024). Revolutionizing Personalized Medicine: Synergy with Multi-Omics Data Generation, Main Hurdles, and Future Perspectives. Biomedicines, 12."
    },
    {
      "DOI": "10.3390/app15010329",
      "doi-asserted-by": "crossref",
      "key": "ref_68",
      "unstructured": "Papadaki, E., Kakkos, I., Vlamos, P., Petropoulou, O., Miloulis, S.T., Palamas, S., and Vrahatis, A.G. (2025). Recent Web Platforms for Multi-Omics Integration Unlocking Biological Complexity. Appl. Sci., 15."
    },
    {
      "DOI": "10.3390/proteomes12030025",
      "doi-asserted-by": "crossref",
      "key": "ref_69",
      "unstructured": "Vitorino, R. (2024). Transforming Clinical Research: The Power of High-Throughput Omics Integration. Proteomes, 12."
    },
    {
      "DOI": "10.3390/ijms24087099",
      "doi-asserted-by": "crossref",
      "key": "ref_70",
      "unstructured": "Rizzi, M., D’Onghia, D., Tonello, S., Minisini, R., Colangelo, D., Bellan, M., Castello, L.M., Gavelli, F., Avanzi, G.C., and Pirisi, M. (2023). COVID-19 Biomarkers at the Crossroad between Patient Stratification and Targeted Therapy: The Role of Validated and Proposed Parameters. Int. J. Mol. Sci., 24."
    },
    {
      "DOI": "10.7717/peerj-cs.2062",
      "article-title": "Real-time infectious disease endurance indicator system for scientific decisions using machine learning and rapid data processing",
      "author": "Dubey",
      "doi-asserted-by": "crossref",
      "first-page": "e2062",
      "journal-title": "PeerJ Comput. Sci.",
      "key": "ref_71",
      "volume": "10",
      "year": "2024"
    },
    {
      "article-title": "Biomarkers of COVID-19 and technologies to combat SARS-CoV-2",
      "author": "Zhang",
      "first-page": "1",
      "journal-title": "Adv. Biomark. Sci. Technol.",
      "key": "ref_72",
      "volume": "2",
      "year": "2020"
    },
    {
      "DOI": "10.3390/ijms252313190",
      "doi-asserted-by": "crossref",
      "key": "ref_73",
      "unstructured": "Vo, D.-K., and Trinh, K.T.L. (2024). Emerging Biomarkers in Metabolomics: Advancements in Precision Health and Disease Diagnosis. Int. J. Mol. Sci., 25."
    },
    {
      "DOI": "10.1007/s00216-022-04237-7",
      "article-title": "Detection of COVID-19-related biomarkers by electrochemical biosensors and potential for diagnosis, prognosis, and prediction of the course of the disease in the context of personalized medicine",
      "author": "Orozco",
      "doi-asserted-by": "crossref",
      "first-page": "1003",
      "journal-title": "Anal. Bioanal. Chem.",
      "key": "ref_74",
      "volume": "415",
      "year": "2023"
    },
    {
      "DOI": "10.1016/j.virusres.2020.198163",
      "article-title": "The role of Host Genetics in susceptibility to severe viral infections in humans and INSIGHTS into host genetics of severe COVID-19: A systematic review",
      "author": "Elhabyan",
      "doi-asserted-by": "crossref",
      "first-page": "198163",
      "journal-title": "Virus Res.",
      "key": "ref_75",
      "volume": "289",
      "year": "2020"
    },
    {
      "DOI": "10.21203/rs.3.rs-1062190/v2",
      "doi-asserted-by": "crossref",
      "key": "ref_76",
      "unstructured": "Onoja, A., Picchiotti, N., Fallerini, C., Baldassarri, M., Fava, F., Colombo, F., Chiaromonte, F., Renieri, A., Furini, S., and Raimondi, F. (2022). An explainable model of host genetic interactions linked to COVID-19 severity. Commun. Biol., 5."
    },
    {
      "DOI": "10.3390/biomedicines13020485",
      "doi-asserted-by": "crossref",
      "key": "ref_77",
      "unstructured": "Sabit, H., Arneth, B., Altrawy, A., Ghazy, A., Abdelazeem, R.M., Adel, A., Abdel-Ghany, S., Alqosaibi, A.I., Deloukas, P., and Taghiyev, Z.T. (2025). Genetic and Epigenetic Intersections in COVID-19-Associated Cardiovascular Disease: Emerging Insights and Future Directions. Biomedicines, 13."
    },
    {
      "DOI": "10.3389/fcimb.2024.1407261",
      "doi-asserted-by": "crossref",
      "key": "ref_78",
      "unstructured": "Zhang, Y., Chen, S., Tian, Y., and Fu, X. (2024). Host factors of SARS-CoV-2 in infection, pathogenesis, and long-term effects. Front. Cell. Infect. Microbiol., 14."
    },
    {
      "DOI": "10.1016/S2213-2600(21)00385-4",
      "article-title": "Addressing the post-acute sequelae of SARS-CoV-2 infection: A multidisciplinary model of care",
      "author": "Parker",
      "doi-asserted-by": "crossref",
      "first-page": "1328",
      "journal-title": "Lancet Respir. Med.",
      "key": "ref_79",
      "volume": "9",
      "year": "2021"
    },
    {
      "key": "ref_80",
      "unstructured": "Bertolaso, M., Ilardo, M.L., and Ribera, J. (2025). Digitally Enhancing Care: Innovating Health Journeys for a Sustainable and Human-Centred Future. Healthcare in the Digital Age: Perspectives for Sustainable Innovation and Assessment, Springer Nature."
    },
    {
      "DOI": "10.3390/genes16040371",
      "doi-asserted-by": "crossref",
      "key": "ref_81",
      "unstructured": "Milic, J., Vucurovic, M., Jovic, D., Stankovic, V., Grego, E., Jankovic, S., and Sapic, R. (2025). Exploring the Potential of Precision Medicine in Neuropsychiatry: A Commentary on New Insights for Tailored Treatments Based on Genetic, Environmental, and Lifestyle Factors. Genes, 16."
    },
    {
      "article-title": "Genetic Predisposition and the Variable Course of Infectious Diseases",
      "author": "Schmidt",
      "first-page": "117",
      "journal-title": "Dtsch. Arztebl. Int.",
      "key": "ref_82",
      "volume": "119",
      "year": "2022"
    },
    {
      "DOI": "10.1016/j.meegid.2020.104647",
      "article-title": "The dynamic association between COVID-19 and chronic disorders: An updated insight into prevalence, mechanisms and therapeutic modalities",
      "author": "Alyammahi",
      "doi-asserted-by": "crossref",
      "first-page": "104647",
      "journal-title": "Infect. Genet. Evol.",
      "key": "ref_83",
      "volume": "87",
      "year": "2021"
    },
    {
      "DOI": "10.1007/s00018-024-05476-w",
      "article-title": "The interplay of gut microbiota, obesity, and depression: Insights and interventions",
      "author": "Halabitska",
      "doi-asserted-by": "crossref",
      "first-page": "443",
      "journal-title": "Cell. Mol. Life Sci. CMLS",
      "key": "ref_84",
      "volume": "81",
      "year": "2024"
    },
    {
      "DOI": "10.1093/jac/dkae482",
      "article-title": "Efficacy and safety of antiviral therapies for the treatment of persistent COVID-19 in immunocompromised patients since the Omicron surge: A systematic review",
      "author": "Hirsch",
      "doi-asserted-by": "crossref",
      "first-page": "633",
      "journal-title": "J. Antimicrob. Chemother.",
      "key": "ref_85",
      "volume": "80",
      "year": "2025"
    },
    {
      "DOI": "10.1186/s12879-022-07068-0",
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