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Serra-Llovich A, Cullell N, Maroñas O, José Herrero M, Cruz R, Almoguera B, Ayuso C, López-Rodríguez R, Domínguez-Garrido E, Ortiz-Lopez R, Barreda-Sánchez M, Corton M, Dalmau D, Calbo E, Boix-Palop L, Dietl B, Sangil A, Gil-Rodriguez A, Guillén-Navarro E, Mancebo E, Lira-Albarrán S, Minguez P, Paz-Artal E, Olivera GG, Recarey-Rama S, Sendra L, Zucchet EG, López de Heredia M, Flores C, Riancho JA, Rojas-Martinez A, Lapunzina P, Carracedo Á, Arranz MJ. Pharmacogenomic Study of SARS-CoV-2 Treatments: Identifying Polymorphisms Associated with Treatment Response in COVID-19 Patients. Biomedicines 2025; 13:553. [PMID: 40149530 PMCID: PMC11940783 DOI: 10.3390/biomedicines13030553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 01/10/2025] [Accepted: 01/14/2025] [Indexed: 03/29/2025] Open
Abstract
Background/Objectives: The COVID-19 pandemic resulted in 675 million cases and 6.9 million deaths by 2022. Despite substantial declines in case fatalities following widespread vaccination campaigns, the threat of future coronavirus outbreaks remains a concern. Current treatments for COVID-19 have been repurposed from existing therapies for other infectious and non-infectious diseases. Emerging evidence suggests a role for genetic factors in both susceptibility to SARS-CoV-2 infection and response to treatment. However, comprehensive studies correlating clinical outcomes with genetic variants are lacking. The main aim of our study is the identification of host genetic biomarkers that predict the clinical outcome of COVID-19 pharmacological treatments. Methods: In this study, we present findings from GWAS and candidate gene and pathway enrichment analyses leveraging diverse patient samples from the Spanish Coalition to Unlock Research of Host Genetics on COVID-19 (SCOURGE), representing patients treated with immunomodulators (n = 849), corticoids (n = 2202), and the combined cohort of both treatments (n = 2487) who developed different outcomes. We assessed various phenotypes as indicators of treatment response, including survival at 90 days, admission to the intensive care unit (ICU), radiological affectation, and type of ventilation. Results: We identified significant polymorphisms in 16 genes from the GWAS and candidate gene studies (TLR1, TLR6, TLR10, CYP2C19, ACE2, UGT1A1, IL-1α, ZMAT3, TLR4, MIR924HG, IFNG-AS1, ABCG1, RBFOX1, ABCB11, TLR5, and ANK3) that may modulate the response to corticoid and immunomodulator therapies in COVID-19 patients. Enrichment analyses revealed overrepresentation of genes involved in the innate immune system, drug ADME, viral infection, and the programmed cell death pathways associated with the response phenotypes. Conclusions: Our study provides an initial framework for understanding the genetic determinants of treatment response in COVID-19 patients, offering insights that could inform precision medicine approaches for future epidemics.
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Affiliation(s)
| | - Natalia Cullell
- Fundació Docència i Recerca Mutua Terrassa, 08221 Terrassa, Spain;
- Hospital Universitario Mutua Terrassa, 08221 Terrassa, Spain
| | - Olalla Maroñas
- Fundación Pública Galega de Medicina Genómica (FPGMX), Centro Nacional de Genotipado (CEGEN), Servicio Gallego de Salud (SERGAS), 15706 Santiago de Compostela, Spain
- Grupo de Farmacogenómica y Descubrimiento de Medicamentos (GenDeM), Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain; (A.G.-R.); (S.R.-R.)
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - María José Herrero
- IIS La Fe, Plataforma de Farmacogenética, 43026 Valencia, Spain
- Departamento de Farmacología, Universidad de Valencia, 46010 Valencia, Spain
| | - Raquel Cruz
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Centro Nacional de Genotipado (CEGEN), Universidad de Santiago de Compostela, 15706 Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago (IDIS), 15706 Santiago de Compostela, Spain
- Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas (CIMUS), Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Berta Almoguera
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Genetics and Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital-Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Carmen Ayuso
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Genetics and Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital-Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Rosario López-Rodríguez
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Genetics and Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital-Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | | | - Rocio Ortiz-Lopez
- Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud and Hospital San Jose TecSalud, Monterrey 64718, Mexico
| | - María Barreda-Sánchez
- Instituto Murciano de Investigación Biosanitaria (IMIB-Arrixaca), 30120 Murcia, Spain
- Departamento de Ciencias de la Salud, Universidad Católica San Antonio de Murcia (UCAM), 30120 Murcia, Spain
| | - Marta Corton
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Genetics and Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital-Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | - David Dalmau
- Fundació Docència i Recerca Mutua Terrassa, 08221 Terrassa, Spain;
- Hospital Universitario Mutua Terrassa, 08221 Terrassa, Spain
| | - Esther Calbo
- Hospital Universitario Mutua Terrassa, 08221 Terrassa, Spain
- Faculty of Medicine and Health Sciences, Universitat Internacional de Catalunya, 08017 Barcelona, Spain
| | | | - Beatriz Dietl
- Hospital Universitario Mutua Terrassa, 08221 Terrassa, Spain
| | - Anna Sangil
- Hospital Universitario Mutua Terrassa, 08221 Terrassa, Spain
| | - Almudena Gil-Rodriguez
- Grupo de Farmacogenómica y Descubrimiento de Medicamentos (GenDeM), Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain; (A.G.-R.); (S.R.-R.)
- Grupo de Medicina Genómica, CIMUS, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Encarna Guillén-Navarro
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Instituto Murciano de Investigación Biosanitaria (IMIB-Arrixaca), 30120 Murcia, Spain
- Sección Genética Médica-Servicio de Pediatría, Hospital Clínico Universitario Virgen de la Arrixaca, Servicio Murciano de Salud, 30120 Murcia, Spain
- Departamento Cirugía, Pediatría, Obstetricia y Ginecología, Facultad de Medicina, Universidad de Murcia (UMU), 30120 Murcia, Spain
| | - Esther Mancebo
- Department of Immunology, Hospital Universitario 12 de Octubre, 28041 Madrid, Spain
- Transplant Immunology and Immunodeficiencies Group, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), 28041 Madrid, Spain
| | | | - Pablo Minguez
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Genetics and Genomics, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital-Universidad Autónoma de Madrid (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Estela Paz-Artal
- Department of Immunology, Hospital Universitario 12 de Octubre, 28041 Madrid, Spain
- Transplant Immunology and Immunodeficiencies Group, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), 28041 Madrid, Spain
- Department of Immunology, Ophthalmology and ENT, Universidad Complutense de Madrid, 28040 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Gladys G. Olivera
- IIS La Fe, Plataforma de Farmacogenética, 43026 Valencia, Spain
- Departamento de Farmacología, Universidad de Valencia, 46010 Valencia, Spain
| | - Sheila Recarey-Rama
- Grupo de Farmacogenómica y Descubrimiento de Medicamentos (GenDeM), Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain; (A.G.-R.); (S.R.-R.)
- Grupo de Medicina Genómica, CIMUS, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Luis Sendra
- IIS La Fe, Plataforma de Farmacogenética, 43026 Valencia, Spain
- Departamento de Farmacología, Universidad de Valencia, 46010 Valencia, Spain
| | - Enrique G. Zucchet
- IIS La Fe, Plataforma de Farmacogenética, 43026 Valencia, Spain
- Departamento de Farmacología, Universidad de Valencia, 46010 Valencia, Spain
| | - Miguel López de Heredia
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Carlos Flores
- Genomics Division, Instituto Tecnológico y de Energías Renovables, 38600 Santa Cruz de Tenerife, Spain;
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Instituto de Investigación Sanitaria de Canarias, 38010 Santa Cruz de Tenerife, Spain
- Centre for Biomedical Network Research on Respiratory Diseases (CIBERES), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Facultad de Ciencias de la Salud, Universidad Fernando Pessoa Canarias, 35450 Las Palmas de Gran Canaria, Spain
| | - José A. Riancho
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Servicio de Medicina Interna, Hospital U.M. Valdecilla, Universidad de Cantabria, IDIVAL, 39008 Santander, Spain
| | - Augusto Rojas-Martinez
- Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud and Hospital San Jose TecSalud, Monterrey 64718, Mexico
| | - Pablo Lapunzina
- Fundación Pública Galega de Medicina Genómica (FPGMX), Centro Nacional de Genotipado (CEGEN), Servicio Gallego de Salud (SERGAS), 15706 Santiago de Compostela, Spain
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Instituto de Investigación Sanitaria de Santiago (IDIS), 15706 Santiago de Compostela, Spain
| | - Ángel Carracedo
- Fundación Pública Galega de Medicina Genómica (FPGMX), Centro Nacional de Genotipado (CEGEN), Servicio Gallego de Salud (SERGAS), 15706 Santiago de Compostela, Spain
- Grupo de Medicina Genómica, CIMUS, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
- Grupo de Genética, Instituto de Investigación Sanitaria de Santiago (IDIS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - María J. Arranz
- Fundació Docència i Recerca Mutua Terrassa, 08221 Terrassa, Spain;
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Fleckenstein JM, Najjar SM, Zimmermann W, Hauck CR, Nguyen Q, Mejias-Luque R, Bhattacharyya A, McCarthy AJ, Sarkar A, Kujawski M, Konieva A, Elyateem F, Kube-Golovin I, Wennemuth G, Kammerer R, Skubitz KM, Shively JE, Dery KJ, Dveksler G, Götz L, Kleefeldt F, Ergün S. Current investigation of carcinoembryonic antigen cell adhesion molecule (CEACAM) biology summary of the 32nd CEA symposium: 20-23 September 2024. Würzburg, Germany. Eur J Clin Invest 2024; 54 Suppl 2:e14355. [PMID: 39674873 PMCID: PMC11880994 DOI: 10.1111/eci.14355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 11/04/2024] [Indexed: 12/17/2024]
Affiliation(s)
| | - Sonia M. Najjar
- Heritage College of Osteopathic Medicine, Ohio University, Athens, Ohio, USA
| | | | | | | | | | - Asima Bhattacharyya
- School of Biological Sciences, National Institute of Science Education and Research (NISER) Bhubaneswar, Bhubaneswar, India
| | | | - Arup Sarkar
- School of Biological Sciences, National Institute of Science Education and Research (NISER) Bhubaneswar, Bhubaneswar, India
| | | | | | | | | | | | - Robert Kammerer
- Friedrich-Loeffler Institut, Greifswald – Insel Riems, Germany
| | | | | | - Kenneth J. Dery
- University of California, Los Angeles, Los Angeles, California, USA
| | - Gabriela Dveksler
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Lisa Götz
- Julius Maximilians Universität, Würzburg, Germany
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Yue J, Yao M. Humoral Cytokine Levels in Patients with Herpes Zoster: A Meta-Analysis. J Pain Res 2024; 17:887-902. [PMID: 38476878 PMCID: PMC10929134 DOI: 10.2147/jpr.s449211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
Background The neurocutaneous disease caused by the reactivation of varicella-zoster virus (VZV) is called herpes zoster (HZ). The virus remains in the spinal cord back root after the chickenpox disappears. Diminished immune function can reactivate VZV, causing severe neuropathic pain that can last for months or even years, leading to postherpetic neuralgia (PHN), which severely affects the patient's quality of life. Much literature compares various cytokine levels in the body fluids HZ and PHN patients; however, no studies comprehensively evaluate them. Methods The Cochrane Library, PubMed, Web of Science, and Medline were screened for studies on cytokine levels in body fluids of HZ and PHN patients in the English language. Healthy individuals were selected as the control group, and the standardized mean difference (SMD) between the case and control groups was imputed using a fixed-effects or random-effects model and expressed as a 95% confidence interval (CI). The Newcastle-Ottawa Scale (NOS) was used to assess article quality. Results This meta-analysis included 13 articles with 1373 participants. Compared with the control group, the HZ group had significantly higher levels of interleukin (IL)-4, IL-6, IL-10, Hcy, and C-reactive protein (CRP), whereas the levels of CD3+ T and CD4+ T lymphocytes were reduced. Additionally, PHN patients had significantly higher levels of IL-6 and IL-1β compared with the control group. Conclusion This meta-analysis provides compelling evidence that CRP, Hcy, IL-1β, IL-4, IL-6, IL-8, and IL-10 are associated with the genesis and development of HZ and PHN. These markers can be used to improve the diagnosis and treatment of these diseases.Furthermore, for making the results more convincing, it is necessary to harmonize sample acquisition techniques and analytical methods and also require larger, more rigorously designed studies with broader subgroups and sex/age-matched controls.
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Affiliation(s)
- Jiayu Yue
- The Second Affiliated Hospital & Yuying Children’s Hospital of Wenzhou Medical University/The Second School of Medicine, Wenzhou Medical University, Wenzhou City, Zhejiang, People’s Republic of China
- Department of Anesthesiology and Pain Research Center, The First Hospital of Jiaxing or the Affiliated Hospital of Jiaxing University, Jiaxing City, Zhejiang, People’s Republic of China
| | - Ming Yao
- Department of Anesthesiology and Pain Research Center, The First Hospital of Jiaxing or the Affiliated Hospital of Jiaxing University, Jiaxing City, Zhejiang, People’s Republic of China
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