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Chen L, Shao C, Li J, Zhu F. Impact of Immunosenescence on Vaccine Immune Responses and Countermeasures. Vaccines (Basel) 2024; 12:1289. [PMID: 39591191 PMCID: PMC11598585 DOI: 10.3390/vaccines12111289] [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: 10/13/2024] [Revised: 11/11/2024] [Accepted: 11/16/2024] [Indexed: 11/28/2024] Open
Abstract
The biological progression of aging encompasses complex physiological processes. As individuals grow older, their physiological functions gradually decline, including compromised immune responses, leading to immunosenescence. Immunosenescence significantly elevates disease susceptibility and severity in older populations while concurrently compromising vaccine-induced immune responses. This comprehensive review aims to elucidate the implications of immunosenescence for vaccine-induced immunity and facilitate the development of optimized vaccination strategies for geriatric populations, with specific focus on COVID-19, influenza, pneumococcal, herpes zoster, and respiratory syncytial virus (RSV) vaccines. This review further elucidates the relationship between immunosenescence and vaccine-induced immunity. This review presents a systematic evaluation of intervention strategies designed to enhance vaccine responses in older populations, encompassing adjuvant utilization, antigen doses, vaccination frequency modification, inflammatory response modulation, and lifestyle interventions, including physical activity and nutritional modifications. These strategies are explored for their potential to improve current vaccine efficacy and inform the development of next-generation vaccines for geriatric populations.
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Affiliation(s)
- Li Chen
- School of Public Health, Southeast University, Nanjing 210096, China; (L.C.); (C.S.)
- Jiangsu Provincial Medical Innovation Center, National Health Commission Key Laboratory of Enteric Pathogenic Microbiology, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing 210009, China
| | - Chengwei Shao
- School of Public Health, Southeast University, Nanjing 210096, China; (L.C.); (C.S.)
- Jiangsu Provincial Medical Innovation Center, National Health Commission Key Laboratory of Enteric Pathogenic Microbiology, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing 210009, China
| | - Jingxin Li
- School of Public Health, Southeast University, Nanjing 210096, China; (L.C.); (C.S.)
- Jiangsu Provincial Medical Innovation Center, National Health Commission Key Laboratory of Enteric Pathogenic Microbiology, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing 210009, China
| | - Fengcai Zhu
- School of Public Health, Southeast University, Nanjing 210096, China; (L.C.); (C.S.)
- Jiangsu Provincial Medical Innovation Center, National Health Commission Key Laboratory of Enteric Pathogenic Microbiology, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing 210009, China
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Calcaterra V, Loretelli C, Biganzoli D, Abdelsalam A, Marano G, Carelli S, Fiori L, Mannarino S, D'Auria E, Verduci E, De Santis R, Dilillo D, Fabiano V, Carlucci P, Maghraby E, Messa L, Cereda C, Fiorina P, Biganzoli E, Zuccotti G. Long-term cytokine profile in multisystem inflammatory disease among children. Cytokine 2024; 183:156744. [PMID: 39205361 DOI: 10.1016/j.cyto.2024.156744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 08/19/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Multisystem inflammatory disease in children (MIS-C) is a post-infectious condition following coronavirus disease-19 infection. Long-term follow-up data suggests that initial clinical severity does not necessarily correlate with long-term outcomes. The long-term immunological response in children with MIS-C remains poorly understood. We analyzed cytokine profiles at diagnosis and during follow-up, in pediatric patients with MIS-C, exploring correlations among cytokine expressions and standard biochemical and hormonal test results. METHODS Twenty-five MIS-C patients (mean 9.4 ± 3.9) with complete test results at diagnosis and at 6- and 12-months follow-up were included in the study. Selected cytokines, such as IL-9, eotaxin, IP-10, MIP-1β, RANTES, MCP-1(MCAF), TNF-α, PDGF-B, IL-4, and MIP-1α, were included in the analysis. RESULTS IP-10, MCP-1 (MCAF), and MIP-1α levels normalized or nearly normalized at 6-12 months, the remaining cytokines, including IL-9, eotaxin, MIP-1β, RANTES, TNF-α, PDGF-B, IL-4, remained higher in MIS-C than in controls at our last follow-up time. At 6 months post-diagnosis, a mild negative correlation between triglycerides and HOMA-IR with MCP-1 (MCAF), IL-4, and Eotaxin was noted. At the 12-month follow-up we found a mild positive correlation of cortisol and ACTH levels with PDGF-B, MIP-1α, and TNF-α. Conversely, a negative correlation between these cytokines with fasting glucose and HOMA-IR was observed. CONCLUSIONS Our study findings highlight a notable cytokine-mediated inflammatory response in pediatric patients with MIS-C, characterized by sustained elevated levels over a 12-month monitoring period compared to the control group. We have identified various interrelationships among different cytokines, as well as correlations between heightened cytokine levels and metabolic and hormonal patterns. The pronounced inflammatory response underscores its involvement in acute organ damage, while its persistence suggests potential implications for long-term metabolic disorders.
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Affiliation(s)
- Valeria Calcaterra
- Department of Internal Medicine and Therapeutics, University of Pavia, Pavia, Italy; Pediatric Department, Buzzi Children's Hospital, Milano, Italy
| | - Cristian Loretelli
- International Center for T1D, Pediatric Clinical Research Center Romeo ed Enrica Invernizzi, Department of Biomedical and Clinical Science, Università di Milano, Milano, Italy
| | - Davide Biganzoli
- Center of Functional Genomics and Rare Diseases, Buzzi Children's Hospital, Milano, Italy
| | - Ahmed Abdelsalam
- International Center for T1D, Pediatric Clinical Research Center Romeo ed Enrica Invernizzi, Department of Biomedical and Clinical Science, Università di Milano, Milano, Italy
| | - Giuseppe Marano
- Medical Statistics Unit, Department of Biomedical and Clinical Sciences, "Luigi Sacco" University Hospital, University of Milano, Data Science Research Center, Milano, Italy
| | - Stephana Carelli
- Center of Functional Genomics and Rare Diseases, Buzzi Children's Hospital, Milano, Italy
| | - Laura Fiori
- Pediatric Department, Buzzi Children's Hospital, Milano, Italy
| | | | - Enza D'Auria
- Pediatric Department, Buzzi Children's Hospital, Milano, Italy
| | - Elvira Verduci
- Pediatric Department, Buzzi Children's Hospital, Milano, Italy
| | | | - Dario Dilillo
- Pediatric Department, Buzzi Children's Hospital, Milano, Italy
| | - Valentina Fabiano
- Pediatric Department, Buzzi Children's Hospital, Milano, Italy; Department of Biomedical and Clinical Sciences, University of Milano, Milano, Italy.
| | | | - Erika Maghraby
- Center of Functional Genomics and Rare Diseases, Buzzi Children's Hospital, Milano, Italy; Pediatric Clinical Research Center Romeo ed Enrica Invernizzi, Department of Biomedical and Clinical Sciences, University of Milano, Milano, Italy; Department of Biology and Biotechnology "L. Spallanzani" (DBB), University of Pavia, Pavia, Italy; Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milano, Italy
| | - Letizia Messa
- Center of Functional Genomics and Rare Diseases, Buzzi Children's Hospital, Milano, Italy
| | - Cristina Cereda
- Center of Functional Genomics and Rare Diseases, Buzzi Children's Hospital, Milano, Italy
| | - Paolo Fiorina
- International Center for T1D, Pediatric Clinical Research Center Romeo ed Enrica Invernizzi, Department of Biomedical and Clinical Science, Università di Milano, Milano, Italy
| | - Elia Biganzoli
- Medical Statistics Unit, Department of Biomedical and Clinical Sciences, "Luigi Sacco" University Hospital, University of Milano, Data Science Research Center, Milano, Italy
| | - Gianvincenzo Zuccotti
- Pediatric Department, Buzzi Children's Hospital, Milano, Italy; Department of Biomedical and Clinical Sciences, University of Milano, Milano, Italy
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Lio D, Di Lorenzo G, Brusca I, Scola L, Bellia C, La Piana S, Barrale M, Bova M, Vaccarino L, Forte GI, Pilato G. A Heuristic Approach to Analysis of the Genetic Susceptibility Profile in Patients Affected by Airway Allergies. Genes (Basel) 2024; 15:1105. [PMID: 39202464 PMCID: PMC11353610 DOI: 10.3390/genes15081105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 08/10/2024] [Accepted: 08/19/2024] [Indexed: 09/03/2024] Open
Abstract
Allergic respiratory diseases such as asthma might be considered multifactorial diseases, having a complex pathogenesis that involves environmental factors and the activation of a large set of immune response pathways and mechanisms. In addition, variations in genetic background seem to play a central role. The method developed for the analysis of the complexities, as association rule mining, nowadays may be applied to different research areas including genetic and biological complexities such as atopic airway diseases to identify complex genetic or biological markers and enlighten new diagnostic and therapeutic targets. A total of 308 allergic patients and 205 controls were typed for 13 single nucleotide polymorphisms (SNPs) of cytokine and receptors genes involved in type 1 and type 2 inflammatory response (IL-4 rs2243250 C/T, IL-4R rs1801275A/G, IL-6 rs1800795 G/C, IL-10 rs1800872 A/C and rs1800896 A/G, IL-10RB rs2834167A/G, IL-13 rs1800925 C/T, IL-18 rs187238G/C, IFNγ rs 24030561A/T and IFNγR2 rs2834213G/A), the rs2228137C/T of CD23 receptor gene and rs577912C/T and rs564481C/T of Klotho genes, using KASPar SNP genotyping method. Clinical and laboratory data of patients were analyzed by formal statistic tools and by a data-mining technique-market basket analysis-selecting a minimum threshold of 90% of rule confidence. Formal statistical analyses show that IL-6 rs1800795GG, IL-10RB rs2834167G positive genotypes, IL-13 rs1800925CC, CD23 rs2228137TT Klotho rs564481TT, might be risk factors for allergy. Applying the association rule methodology, we identify 10 genotype combination patterns associated with susceptibility to allergies. Together these data necessitate being confirmed in further studies, indicating that the heuristic approach might be a straightforward and useful tool to find predictive and diagnostic molecular patterns that might be also considered potential therapeutic targets in allergy.
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Affiliation(s)
- Domenico Lio
- University Research Center “Migrate”, University of Palermo, 90100 Palermo, Italy
| | - Gabriele Di Lorenzo
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90100 Palermo, Italy; (G.D.L.); (S.L.P.)
| | - Ignazio Brusca
- Clinical Pathology Unit, Buccheri La Ferla Hospital of Palermo, 90100 Palermo, Italy; (I.B.); (M.B.)
| | - Letizia Scola
- Clinical Pathology, Department of Bio-Medicine, Neuroscience and Advanced Diagnostics, University of Palermo, 90100 Palermo, Italy; (L.S.); (M.B.); (L.V.)
- Transfusion Medicine Unit, University Hospital “Paolo Giaccone”, 90100 Palermo, Italy;
| | - Chiara Bellia
- Transfusion Medicine Unit, University Hospital “Paolo Giaccone”, 90100 Palermo, Italy;
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, 90100 Palermo, Italy
| | - Simona La Piana
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90100 Palermo, Italy; (G.D.L.); (S.L.P.)
| | - Maria Barrale
- Clinical Pathology Unit, Buccheri La Ferla Hospital of Palermo, 90100 Palermo, Italy; (I.B.); (M.B.)
| | - Manuela Bova
- Clinical Pathology, Department of Bio-Medicine, Neuroscience and Advanced Diagnostics, University of Palermo, 90100 Palermo, Italy; (L.S.); (M.B.); (L.V.)
| | - Loredana Vaccarino
- Clinical Pathology, Department of Bio-Medicine, Neuroscience and Advanced Diagnostics, University of Palermo, 90100 Palermo, Italy; (L.S.); (M.B.); (L.V.)
| | - Giusi Irma Forte
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), Cefalù Secondary Site, C/da Pietrapollastra-Pisciotto, 90015 Cefalù, Italy;
| | - Giovanni Pilato
- Institute for High Performance Computing and Networking (ICAR), National Research Council (CNR), 90100 Palermo, Italy;
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Póvoa da Costa F, de Sarges KML, da Silva R, dos Santos EF, do Nascimento MH, Rodrigues AM, Cantanhede MHD, Rodrigues FBB, Viana MDNDSDA, Leite MDM, de Oliveira CF, Neves PFMD, Pereira Neto GDS, de Brito MTFM, da Silva ALS, Henriques DF, Quaresma JAS, Falcão LFM, Queiroz MAF, Vallinoto IMVC, Vallinoto ACR, Viana GMR, dos Santos EJM. Genetic, Clinical, Epidemiological, and Immunological Profiling of IgG Response Duration after SARS-CoV-2 Infection. Int J Mol Sci 2024; 25:8740. [PMID: 39201427 PMCID: PMC11354850 DOI: 10.3390/ijms25168740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 08/06/2024] [Accepted: 08/08/2024] [Indexed: 09/02/2024] Open
Abstract
The IgG response against SARS-CoV-2 infection can persist for over six months (long response; LR). However, among 30% of those infected, the duration can be as short as three months or less (short response; SR). The present study assembled serological data on the anti-SARS-CoV-2 IgG response duration of two previous studies and integrated these results with the plasmatic cytokine levels and genetic profile of 10 immune-relevant SNPs that were also previously published, along with the plasmatic total IgG, IgA, and IgM levels, allowing for the genetic, clinical, immunological, and epidemiological aspects of the post-COVID-19 IgG response duration to be understood. The SR was associated with previous mild acute COVID-19 and with an SNP (rs2228145) in IL6R related to low gene expression. Additionally, among the SR subgroup, no statistically significant Spearman correlations were observed between the plasma levels of IL-17A and the Th17 regulatory cytokines IFN-γ (rs = 0.2399; p = 0.1043), IL-4 (rs = 0.0273; p = 0.8554), and IL-2 (rs = 0.2204; p = 0.1365), while among the LR subgroup, weaker but statistically significant Spearman correlations were observed between the plasma levels of IL-17A and IFN-γ (rs = 0.3873; p = 0.0016), IL-4 (rs = 0.2671; p = 0.0328), and IL-2 (rs = 0.3959; p = 0.0012). These results suggest that the Th17 response mediated by the IL-6 pathway has a role in the prolonged IgG response to SARS-CoV-2 infection.
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Affiliation(s)
- Flávia Póvoa da Costa
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
| | - Kevin Matheus Lima de Sarges
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
| | - Rosilene da Silva
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
| | - Erika Ferreira dos Santos
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
| | - Matheus Holanda do Nascimento
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
| | - Alice Maciel Rodrigues
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
| | - Marcos Henrique Damasceno Cantanhede
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
| | - Fabíola Brasil Barbosa Rodrigues
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
| | - Maria de Nazaré do Socorro de Almeida Viana
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
| | - Mauro de Meira Leite
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
| | - Camille Ferreira de Oliveira
- Section of Arbovirology and Hemorrhagic Fevers, Evandro Chagas Institute, Health Surveillance Secretariat, Brazilian Ministry of Health, Ananindeua 67000-000, Pará, Brazil; (C.F.d.O.); (D.F.H.)
| | - Pablo Fabiano Moura das Neves
- Center of Biological and Health Sciences, State University of Pará, Belém 66050-540, Pará, Brazil; (P.F.M.d.N.); (J.A.S.Q.); (L.F.M.F.)
| | - Gabriel dos Santos Pereira Neto
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil
| | - Mioni Thieli Figueiredo Magalhães de Brito
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
| | - Andréa Luciana Soares da Silva
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
| | - Daniele Freitas Henriques
- Section of Arbovirology and Hemorrhagic Fevers, Evandro Chagas Institute, Health Surveillance Secretariat, Brazilian Ministry of Health, Ananindeua 67000-000, Pará, Brazil; (C.F.d.O.); (D.F.H.)
| | - Juarez Antônio Simões Quaresma
- Center of Biological and Health Sciences, State University of Pará, Belém 66050-540, Pará, Brazil; (P.F.M.d.N.); (J.A.S.Q.); (L.F.M.F.)
| | - Luiz Fábio Magno Falcão
- Center of Biological and Health Sciences, State University of Pará, Belém 66050-540, Pará, Brazil; (P.F.M.d.N.); (J.A.S.Q.); (L.F.M.F.)
| | - Maria Alice Freitas Queiroz
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil
| | - Izaura Maria Vieira Cayres Vallinoto
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil
| | - Antonio Carlos Rosário Vallinoto
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil
| | - Giselle Maria Rachid Viana
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
- Malaria Basic Research Laboratory, Parasitology Section, Evandro Chagas Institute, Health Surveillance Secretariat, Brazilian Ministry of Health, Ananindeua 67000-000, Pará, Brazil
| | - Eduardo José Melo dos Santos
- Laboratory of Genetics of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém 66075-110, Pará, Brazil; (F.P.d.C.); (K.M.L.d.S.); (R.d.S.); (E.F.d.S.); (M.H.d.N.); (A.M.R.); (M.H.D.C.); (F.B.B.R.); (M.d.N.d.S.d.A.V.); (M.d.M.L.); (M.T.F.M.d.B.); (A.L.S.d.S.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66075-110, Pará, Brazil; (G.d.S.P.N.); (M.A.F.Q.); (I.M.V.C.V.); (A.C.R.V.); (G.M.R.V.)
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Ryu HE, Yoon J, Choi JE, Heo SJ, Hong KW, Jung DH. The Human Genetic Differences in the Outcomes of mRNA Vaccination against COVID-19: A Prospective Cohort Study. Vaccines (Basel) 2024; 12:626. [PMID: 38932355 PMCID: PMC11209249 DOI: 10.3390/vaccines12060626] [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: 04/29/2024] [Revised: 05/27/2024] [Accepted: 06/03/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND This study aimed to explore how genetic variations in individuals impact neutralization activity post-mRNA vaccination, recognizing the critical role vaccination plays in curbing COVID-19 spread and the necessity of ensuring vaccine efficacy amidst genetic diversity. METHODS In a 4-week clinical pilot study, 534 healthy subjects received their first COVID vaccine dose, followed by the second dose. Antibody levels were evaluated thrice. From this pool, 120 participants were selected and divided into high- and low-antibody groups based on their levels. Genomic DNA was isolated from peripheral blood mononuclear cells for pilot genome-wide association studies (GWAS) conducted on a single platform. Real-time PCR was used to confirm differences in gene expression identified via GWAS analysis. RESULTS Three SNPs exceeded the level of p < 1.0 × 10-3. The rs7795433 SNP of the HDAC9 gene (7q21.1) showed the strongest association with COVID-19 vaccination under the additive model (OR = 5.63; p = 3 × 10-5). In the PCR experiments, the AA genotype group showed that the gene expression level of HDAC9 was likely to be decreased in the low-antibody-formation group at the time of vaccination. CONCLUSION We found that AA genotype holders (rs7795433 SNP of the HDAC9 gene) have a high probability of having a higher antibody count when vaccinated, and GG type holders have a high probability of the opposite. These findings show that the genetic characteristics of vaccinated people may affect antibody production after COVID vaccination.
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Affiliation(s)
- Ha-Eun Ryu
- Department of Family Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea;
| | - Jihyun Yoon
- Department of Family Medicine, Anam Hospital, Korea University College of Medicine, Seoul 02481, Republic of Korea
| | - Ja-Eun Choi
- R&D Division, Theragen Health Co., Ltd., Pangyoyeok-ro, Bundang-gu, Seongnam-si 13493, Republic of Korea
| | - Seok-Jae Heo
- Division of Biostatistics, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Kyung-Won Hong
- R&D Division, Theragen Health Co., Ltd., Pangyoyeok-ro, Bundang-gu, Seongnam-si 13493, Republic of Korea
| | - Dong-Hyuk Jung
- Department of Family Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea;
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Cruz Cisneros MC, Anderson EJ, Hampton BK, Parotti B, Sarkar S, Taft-Benz S, Bell TA, Blanchard M, Dillard JA, Dinnon KH, Hock P, Leist SR, Madden EA, Shaw GD, West A, Baric RS, Baxter VK, Pardo-Manuel de Villena F, Heise MT, Ferris MT. Host Genetic Variation Impacts SARS-CoV-2 Vaccination Response in the Diversity Outbred Mouse Population. Vaccines (Basel) 2024; 12:103. [PMID: 38276675 PMCID: PMC10821422 DOI: 10.3390/vaccines12010103] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 01/12/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024] Open
Abstract
The COVID-19 pandemic led to the rapid and worldwide development of highly effective vaccines against SARS-CoV-2. However, there is significant individual-to-individual variation in vaccine efficacy due to factors including viral variants, host age, immune status, environmental and host genetic factors. Understanding those determinants driving this variation may inform the development of more broadly protective vaccine strategies. While host genetic factors are known to impact vaccine efficacy for respiratory pathogens such as influenza and tuberculosis, the impact of host genetic variation on vaccine efficacy against COVID-19 is not well understood. To model the impact of host genetic variation on SARS-CoV-2 vaccine efficacy, while controlling for the impact of non-genetic factors, we used the Diversity Outbred (DO) mouse model. We found that DO mice immunized against SARS-CoV-2 exhibited high levels of variation in vaccine-induced neutralizing antibody responses. While the majority of the vaccinated mice were protected from virus-induced disease, similar to human populations, we observed vaccine breakthrough in a subset of mice. Importantly, we found that this variation in neutralizing antibody, virus-induced disease, and viral titer is heritable, indicating that the DO serves as a useful model system for studying the contribution of genetic variation of both vaccines and disease outcomes.
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Affiliation(s)
- Marta C. Cruz Cisneros
- Genetics and Molecular Biology Curriculum, University of North Carolina, Chapel Hill, NC 27599, USA; (M.C.C.C.); (B.K.H.)
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Elizabeth J. Anderson
- Division of Comparative Medicine, University of North Carolina, Chapel Hill, NC 27599, USA; (E.J.A.); (V.K.B.)
| | - Brea K. Hampton
- Genetics and Molecular Biology Curriculum, University of North Carolina, Chapel Hill, NC 27599, USA; (M.C.C.C.); (B.K.H.)
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Breantié Parotti
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Sanjay Sarkar
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Sharon Taft-Benz
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Timothy A. Bell
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Matthew Blanchard
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Jacob A. Dillard
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA; (J.A.D.); (E.A.M.); (R.S.B.)
| | - Kenneth H. Dinnon
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA; (J.A.D.); (E.A.M.); (R.S.B.)
| | - Pablo Hock
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Sarah R. Leist
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (S.R.L.)
| | - Emily A. Madden
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA; (J.A.D.); (E.A.M.); (R.S.B.)
| | - Ginger D. Shaw
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
| | - Ande West
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (S.R.L.)
| | - Ralph S. Baric
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA; (J.A.D.); (E.A.M.); (R.S.B.)
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; (S.R.L.)
| | - Victoria K. Baxter
- Division of Comparative Medicine, University of North Carolina, Chapel Hill, NC 27599, USA; (E.J.A.); (V.K.B.)
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC 27599, USA
- Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Fernando Pardo-Manuel de Villena
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Mark T. Heise
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA; (J.A.D.); (E.A.M.); (R.S.B.)
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Martin T. Ferris
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; (B.P.); (S.S.); (S.T.-B.); (T.A.B.); (M.B.); (P.H.); (G.D.S.); (F.P.-M.d.V.); (M.T.H.)
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