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Tymoniuk B, Borowiec M, Makowska J, Holwek E, Sarnik J, Styrzyński F, Dróżdż I, Lewiński A, Stasiak M. Associations Between Clinical Manifestations of SARS-CoV-2 Infection and HLA Alleles in a Caucasian Population: A Molecular HLA Typing Study. J Clin Med 2024; 13:7695. [PMID: 39768617 PMCID: PMC11676434 DOI: 10.3390/jcm13247695] [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: 10/30/2024] [Revised: 12/05/2024] [Accepted: 12/13/2024] [Indexed: 01/02/2025] Open
Abstract
Background and Objectives: Severe COVID-19 still constitutes an important health problem. Taking into account the crucial role of HLA in immune reactions, evaluation of the impact of HLA on COVID-19 risk and clinical course seemed necessary, as the already available data are inconsistent. The aim of the present study was to compare the HLA profiles of patients with symptomatic SARS-CoV-2 infection and a healthy control group, as well as to compare HLA allele frequencies in patients with severe and non-severe courses of COVID-19. Materials and Methods: HLA classes were genotyped using a next-generation sequencing method in 2322 persons, including 2217 healthy hematopoietic stem cell potential donors and 105 patients with symptomatic COVID-19. Results: Symptomatic course of SARS-CoV-2 infection appeared to be associated with the presence of HLA-A*30:01, B*44:02, B*52:01, C*05:01, C*17:01, and DRB1*11:02, while HLA-C*07:04 and DQB1*03:03 seem to play a protective role. Moreover, we demonstrated that the severe symptomatic course of COVID-19 can be associated with the presence of HLA-B*08:01, C*04:01, DRB1*03:01, and DQB1*03:01, while HLA-DRB1*08:01 appeared to be protective against severe COVID-19 disease. Conclusions: Identification of alleles that are potentially associated with symptomatic SARS-CoV-2 infection as well as the severe course of COVID-19 broadens the knowledge on the genetic background of COVID-19 course and can constitute an important step in the development of personalized medicine.
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Affiliation(s)
- Bogusław Tymoniuk
- Department of Immunology and Allergy, Medical University of Lodz, 251 Pomorska St., 92-213 Lodz, Poland;
| | - Maciej Borowiec
- Department of Clinical Genetics, Medical University of Lodz, 251 Pomorska St., 92-213 Lodz, Poland; (M.B.); (I.D.)
| | - Joanna Makowska
- Department of Rheumatology, Medical University of Lodz, 113 Zeromskiego Str., 90-549 Lodz, Poland; (J.M.); (J.S.); (F.S.)
| | - Emilia Holwek
- Central Clinical Hospital, Medical University of Lodz, 251 Pomorska St., 92-213 Lodz, Poland;
| | - Joanna Sarnik
- Department of Rheumatology, Medical University of Lodz, 113 Zeromskiego Str., 90-549 Lodz, Poland; (J.M.); (J.S.); (F.S.)
| | - Filip Styrzyński
- Department of Rheumatology, Medical University of Lodz, 113 Zeromskiego Str., 90-549 Lodz, Poland; (J.M.); (J.S.); (F.S.)
| | - Izabela Dróżdż
- Department of Clinical Genetics, Medical University of Lodz, 251 Pomorska St., 92-213 Lodz, Poland; (M.B.); (I.D.)
| | - Andrzej Lewiński
- Department of Endocrinology and Metabolic Diseases, Medical University of Lodz, 281/289 Rzgowska St., 93-338 Lodz, Poland;
| | - Magdalena Stasiak
- Department of Endocrinology and Metabolic Diseases, Polish Mother’s Memorial Hospital-Research Institute, 281/289 Rzgowska St., 93-338 Lodz, Poland
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Obispo D, Acosta O, Guevara ML, Echavarría S, Espetia S, Dedios M, Yabar CA, Fujita R. New Associations with the HIV Predisposing and Protective Alleles of the Human Leukocyte Antigen System in a Peruvian Population. Viruses 2024; 16:1708. [PMID: 39599823 PMCID: PMC11598887 DOI: 10.3390/v16111708] [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: 09/27/2024] [Revised: 10/27/2024] [Accepted: 10/29/2024] [Indexed: 11/29/2024] Open
Abstract
The accurate determination of an individual's unique human leukocyte antigen (HLA) allele holds important significance in evaluating the risk associated with autoimmune and infectious diseases, such as human immunodeficiency virus (HIV) infection. Several allelic variants within the HLA system have been linked to either increased protection or susceptibility in the context of infectious and autoimmune diseases. This study aimed to determine the frequency and association of HLA alleles between people living with HIV (PLHIV) as the case group and Peruvian individuals without HIV with high-risk behaviors of sexually transmitted diseases as the control group. Whole exome sequencing (WES) was used to determine high-resolution HLA allelotypes using the OptiType and arcas HLA tools. The HLA alleles present in HLA classes I (A, B, and C loci) and II (DPB1, DQA1, DQB1, and DRB1 loci) were determined in a cohort of 59 PLHIV (cases) and 44 individuals without HIV (controls). The most frequent HLA alleles were A*02:01, DPB1*04:02, and DQB1*03:419 at 36%, 30%, and 28% prevalence in general population. We found that C*07:01 (p = 0.0101; OR = 10.222, 95% IC: 1.40-74.55), DQA1*03:02 (p = 0.0051; OR = 5.297, 95% IC: 1.48-19.02), and DRB1*09:01 (p = 0.0119; OR = 4.788, 95% IC: 1.39-16.44) showed an association with susceptibility to HIV infection, while DQB1*03:419 (p = 0.0478; OR = 0.327, 95% IC: 0.11-0.96) was associated with protection from HIV infection. Our findings contribute to the knowledge of HLA allele diversity in the Peruvian population (around 70% South American indigenous ancestry) lays the groundwork for further valuable large-scale use of HLA typing and offers a novel association with HIV infection that is relevant to vaccine studies.
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Affiliation(s)
- Daisy Obispo
- Centro de Genética y Biología Molecular, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru; (D.O.)
- Facultad de Farmacia y Bioquímica, Universidad Nacional Mayor de San Marcos, Lima 15001, Peru
| | - Oscar Acosta
- Centro de Genética y Biología Molecular, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru; (D.O.)
- Facultad de Farmacia y Bioquímica, Universidad Nacional Mayor de San Marcos, Lima 15001, Peru
| | - Maria L. Guevara
- Centro de Genética y Biología Molecular, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru; (D.O.)
| | - Susan Echavarría
- Laboratorio de Referencia Nacional de Virus de Transmisión Sexual–Instituto Nacional de Salud, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru
- Laboratorio de Virología Clínica y Molecular, Facultad de Ciencias Biológicas, UNMSM, Lima 15001, Peru
| | - Susan Espetia
- Laboratorio de Referencia Nacional de Virus de Transmisión Sexual–Instituto Nacional de Salud, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru
| | | | - Carlos Augusto Yabar
- Laboratorio de Referencia Nacional de Virus de Transmisión Sexual–Instituto Nacional de Salud, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru
| | - Ricardo Fujita
- Centro de Genética y Biología Molecular, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru; (D.O.)
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3
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Deng S, Xu Z, Hu J, Yang Y, Zhu F, Liu Z, Zhang H, Wu S, Jin T. The molecular mechanisms of CD8 + T cell responses to SARS-CoV-2 infection mediated by TCR-pMHC interactions. Front Immunol 2024; 15:1468456. [PMID: 39450171 PMCID: PMC11499136 DOI: 10.3389/fimmu.2024.1468456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 09/16/2024] [Indexed: 10/26/2024] Open
Abstract
Cytotoxic CD8+ T lymphocytes (CTLs) have been implicated in the severity of COVID-19. The TCR-pMHC ternary complex, formed by the T cell receptor (TCR) and peptide-MHC (major histocompatibility complex), constitutes the molecular basis of CTL responses against SARS-CoV-2. While numerous studies have been conducted on T cell immunity, the molecular mechanisms underlying CTL-mediated immunity against SARS-CoV-2 infection have not been well elaborated. In this review, we described the association between HLA variants and different immune responses to SARS-CoV-2 infection, which may lead to varying COVID-19 outcomes. We also summarized the specific TCR repertoires triggered by certain SARS-CoV-2 CTL epitopes, which might explain the variations in disease outcomes among different patients. Importantly, we have highlighted the primary strategies used by SARS-CoV-2 variants to evade T-cell killing: disrupting peptide-MHC binding, TCR recognition, and antigen processing. This review provides valuable insights into the molecule mechanism of CTL responses during SARS-CoV-2 infection, aiding efforts to control the pandemic and prepare for future challenges.
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Affiliation(s)
- Shasha Deng
- Center of Disease Immunity and Intervention, College of Medicine, Lishui University, Lishui, China
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Zhihao Xu
- Center of Disease Immunity and Intervention, College of Medicine, Lishui University, Lishui, China
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jing Hu
- Laboratory of Structural Immunology, the Chinese Academy of Sciences (CAS) Key Laboratory of Innate Immunity and Chronic Disease, School of Basic Medical Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Yunru Yang
- Laboratory of Structural Immunology, the Chinese Academy of Sciences (CAS) Key Laboratory of Innate Immunity and Chronic Disease, School of Basic Medical Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Fang Zhu
- Laboratory of Structural Immunology, the Chinese Academy of Sciences (CAS) Key Laboratory of Innate Immunity and Chronic Disease, School of Basic Medical Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Zhuan Liu
- Laboratory of Structural Immunology, the Chinese Academy of Sciences (CAS) Key Laboratory of Innate Immunity and Chronic Disease, School of Basic Medical Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Hongliang Zhang
- Center of Disease Immunity and Intervention, College of Medicine, Lishui University, Lishui, China
| | - Songquan Wu
- Center of Disease Immunity and Intervention, College of Medicine, Lishui University, Lishui, China
| | - Tengchuan Jin
- Center of Disease Immunity and Intervention, College of Medicine, Lishui University, Lishui, China
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
- Laboratory of Structural Immunology, the Chinese Academy of Sciences (CAS) Key Laboratory of Innate Immunity and Chronic Disease, School of Basic Medical Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
- Institute of Health and Medicine, Hefei Comprehensive National Science Center, Hefei, Anhui, China
- Biomedical Sciences and Health Laboratory of Anhui Province, University of Science & Technology of China, Hefei, China
- Clinical Research Hospital of Chinese Academy of Sciences (Hefei), University of Science and Technology of China, Hefei, China
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4
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Cavalcanti-Dantas VDM, Fernandes B, Dantas PHLF, Uchoa GR, Mendes AF, Araújo Júnior WOD, Castellano LRC, Fernandes AIV, Goulart LR, Oliveira RADS, Assis PACD, Souza JRD, Morais CNLD. Differential epitope prediction across diverse circulating variants of SARS-COV-2 in Brazil. Comput Biol Chem 2024; 112:108139. [PMID: 38972100 DOI: 10.1016/j.compbiolchem.2024.108139] [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: 10/18/2023] [Revised: 06/09/2024] [Accepted: 06/22/2024] [Indexed: 07/09/2024]
Abstract
COVID-19, caused by the SARS-COV-2 virus, induces numerous immunological reactions linked to the severity of the clinical condition of those infected. The surface Spike protein (S protein) present in Sars-CoV-2 is responsible for the infection of host cells. This protein presents a high rate of mutations, which can increase virus transmissibility, infectivity, and immune evasion. Therefore, we propose to evaluate, using immunoinformatic techniques, the predicted epitopes for the S protein of seven variants of Sars-CoV-2. MHC class I and II epitopes were predicted and further assessed for their immunogenicity, interferon-gamma (IFN-γ) inducing capacity, and antigenicity. For B cells, linear and structural epitopes were predicted. For class I MHC epitopes, 40 epitopes were found for the clades of Wuhan, Clade 2, Clade 3, and 20AEU.1, Gamma, and Delta, in addition to 38 epitopes for Alpha and 44 for Omicron. For MHC II, there were differentially predicted epitopes for all variants and eight equally predicted epitopes. These were evaluated for differences in the MHC II alleles to which they would bind. Regarding B cell epitopes, 16 were found in the Wuhan variant, 14 in 22AEU.1 and in Clade 3, 15 in Clade 2, 11 in Alpha and Delta, 13 in Gamma, and 9 in Omicron. When compared, there was a reduction in the number of predicted epitopes concerning the Spike protein, mainly in the Delta and Omicron variants. These findings corroborate the need for updates seen today in bivalent mRNA vaccines against COVID-19 to promote a targeted immune response to the main circulating variant, Omicron, leading to more robust protection against this virus and avoiding cases of reinfection. When analyzing the specific epitopes for the RBD region of the spike protein, the Omicron variant did not present a B lymphocyte epitope from position 390, whereas the epitope at position 493 for MHC was predicted only for the Alpha, Gamma, and Omicron variants.
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Affiliation(s)
| | | | | | | | | | | | | | - Ana Isabel Vieira Fernandes
- Health Promotion Department of the Medical Sciences Center and Division for Infectious and Parasitic Diseases, Lauro Wanderley University Hospital, Federal University of Paraiba, Brazil
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Olp MD, Laufer VA, Valesano AL, Zimmerman A, Woodside KJ, Lu Y, Lauring AS, Cusick MF. HLA-C Peptide Repertoires as Predictors of Clinical Response during Early SARS-CoV-2 Infection. Life (Basel) 2024; 14:1181. [PMID: 39337964 PMCID: PMC11433606 DOI: 10.3390/life14091181] [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: 08/13/2024] [Revised: 09/09/2024] [Accepted: 09/16/2024] [Indexed: 09/30/2024] Open
Abstract
The human leukocyte antigen (HLA) system plays a pivotal role in the immune response to viral infections, mediating the presentation of viral peptides to T cells and influencing both the strength and specificity of the host immune response. Variations in HLA genotypes across individuals lead to differences in susceptibility to viral infection and severity of illness. This study uses observations from the early phase of the COVID-19 pandemic to explore how specific HLA class I molecules affect clinical responses to SARS-CoV-2 infection. By analyzing paired high-resolution HLA types and viral genomic sequences from 60 patients, we assess the relationship between predicted HLA class I peptide binding repertoires and infection severity as measured by the sequential organ failure assessment score. This approach leverages functional convergence across HLA-C alleles to identify relationships that may otherwise be inaccessible due to allelic diversity and limitations in sample size. Surprisingly, our findings show that severely symptomatic infection in this cohort is associated with disproportionately abundant binding of SARS-CoV-2 structural and non-structural protein epitopes by patient HLA-C molecules. In addition, the extent of overlap between a given patient's predicted HLA-C and HLA-A peptide binding repertoires correlates with worse prognoses in this cohort. The findings highlight immunologic mechanisms linking HLA-C molecules with the human response to viral pathogens that warrant further investigation.
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Affiliation(s)
- Michael D Olp
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
| | - Vincent A Laufer
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
| | - Andrew L Valesano
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
| | - Andrea Zimmerman
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
| | - Kenneth J Woodside
- Sharing Hope of South Carolina, Charleston, SC 29414, USA
- Gift of Life Michigan, Ann Arbor, MI 48108, USA
- Academia Invisus LLC, Ann Arbor, MI 48107, USA
| | - Yee Lu
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Adam S Lauring
- Division of Infectious Diseases, Department of Internal Medicine and Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Matthew F Cusick
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
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6
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Niño-Ramírez JE, Alcoceba M, Gutiérrez-Zufiaurre MN, Marcos M, Gil-Etayo FJ, Bartol-Sánchez MR, Eiros R, Chillón MC, García-Álvarez M, Terradillos-Sánchez P, Presa D, Muñoz JL, López-Bernús A, López-Sánchez E, González-Calle D, Sánchez PL, Compán-Fernández O, González M, García-Sanz R, Boix F. Killer-cell immunoglobulin-like receptor polymorphism is associated with COVID-19 outcome: Results of a pilot observational study. HLA 2024; 104:e15640. [PMID: 39148254 DOI: 10.1111/tan.15640] [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: 03/09/2024] [Revised: 07/18/2024] [Accepted: 07/31/2024] [Indexed: 08/17/2024]
Abstract
The pathogenesis of COVID-19 warrants unravelling. Genetic polymorphism analysis may help answer the variability in disease outcome. To determine the role of KIR and HLA polymorphisms in susceptibility, progression, and severity of SARS-CoV-2 infection, 458 patients and 667 controls enrolled in this retrospective observational study from April to December 2020. Mild/moderate and severe/death study groups were established. HLA-A, -B, -C, and KIR genotyping were performed using the Lifecodes® HLA-SSO and KIR-SSO kits on the Luminex® 200™ xMAP fluoroanalyser. A probability score using multivariate binary logistic regression analysis was calculated to estimate the likelihood of severe COVID-19. ROC analysis was used to calculate the best cut-off point for predicting a worse clinical outcome with high sensitivity and specificity. A p ≤ 0.05 was considered statistically significant. KIR AA genotype protected positively against severity/death from COVID-19. Furthermore, KIR3DL1, KIR2DL3 and KIR2DS4 genes protected patients from severe forms of COVID-19. KIR Bx genotype, as well as KIR2DL2, KIR2DS2, KIR2DS3 and KIR3DS1 were identified as biomarkers of severe COVID-19. Our logistic regression model, which included clinical and KIR/HLA variables, categorised our cohort of patients as high/low risk for severe COVID-19 disease with high sensitivity and specificity (Se = 94.29%, 95% CI [80.84-99.30]; Sp = 84.55%, 95% CI [79.26-88.94]; OR = 47.58, 95%CI [11.73-193.12], p < 0.0001). These results illustrate an association between KIR/HLA ligand polymorphism and different COVID-19 outcomes and remarks the possibility of use them as a surrogate biomarkers to detect severe patients in possible future infectious outbreaks.
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Affiliation(s)
- J E Niño-Ramírez
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - M Alcoceba
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - M N Gutiérrez-Zufiaurre
- Servicio de Microbiología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Universidad de Salamanca (USAL), Salamanca, Spain
| | - M Marcos
- Servicio de Medicina Interna, Hospital Universitario de Salamanca, IBSAL, Salamanca, Spain
| | - F J Gil-Etayo
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - M R Bartol-Sánchez
- Servicio de Neumología, Hospital Universitario de Salamanca, Salamanca, Spain
| | - R Eiros
- Servicio de Cardiología, Hospital Universitario de Salamanca, IBSAL, USAL, CIBERCV, Salamanca, Spain
| | - M C Chillón
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - M García-Álvarez
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - P Terradillos-Sánchez
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - D Presa
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - J L Muñoz
- Servicio de Microbiología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Universidad de Salamanca (USAL), Salamanca, Spain
| | - A López-Bernús
- Servicio de Medicina Interna, Hospital Universitario de Salamanca, IBSAL, Salamanca, Spain
| | - E López-Sánchez
- Servicio de Medicina Interna, Hospital Universitario de Salamanca, IBSAL, Salamanca, Spain
| | - D González-Calle
- Servicio de Cardiología, Hospital Universitario de Salamanca, IBSAL, USAL, CIBERCV, Salamanca, Spain
| | - P L Sánchez
- Servicio de Cardiología, Hospital Universitario de Salamanca, IBSAL, USAL, CIBERCV, Salamanca, Spain
| | - O Compán-Fernández
- Servicio de Reumatología, Hospital Universitario de Salamanca, Salamanca, Spain
| | - M González
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - R García-Sanz
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
| | - F Boix
- Laboratorio de HLA-Biología Molecular, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), CIBERONC, Centro de Investigación del Cáncer (CIC) and Universidad de Salamanca (USAL), Salamanca, Spain
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7
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Tanaka K, Meguro A, Hara Y, Endo L, Izawa A, Muraoka S, Kaneko A, Somekawa K, Hirata M, Otsu Y, Matsumoto H, Nagasawa R, Kubo S, Murohashi K, Aoki A, Fujii H, Watanabe K, Horita N, Kato H, Kobayashi N, Takeuchi I, Nakajima A, Inoko H, Mizuki N, Kaneko T. HLA-DQA1*01:03 and DQB1*06:01 are risk factors for severe COVID-19 pneumonia. HLA 2024; 104:e15609. [PMID: 39041300 DOI: 10.1111/tan.15609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 06/28/2024] [Accepted: 07/10/2024] [Indexed: 07/24/2024]
Abstract
The clinical spectrum of COVID-19 includes a wide range of manifestations, from mild symptoms to severe pneumonia. HLA system plays a pivotal role in immune responses to infectious diseases. The purpose of our study was to investigate the association between HLA and COVID-19 severity in a Japanese population. The study included 209 Japanese COVID-19 patients aged ≥20 years. Saliva samples were collected and used to determine the HLA genotype by HLA imputation through genome-wide association analyses. The association between HLA genotype and COVID-19 severity was then evaluated. The allele frequency was compared between patients with respiratory failure (severe group: 91 cases) and those without respiratory failure (non-severe group: 118 cases), categorising the data into three time periods: pre-Omicron epidemic period, Omicron epidemic period, and total period of this study (from January 2021 to May 2023). In comparing the severe and non-severe groups, the frequencies of the HLA-DQA1*01:03 (35.1% vs. 10.5%, odds ratio [OR] = 4.57, corrected p [pc] = 0.041) and -DQB1*06:01 (32.4% vs. 7.9%, OR = 5.54, pc = 0.030) alleles were significantly higher in the severe group during the pre-Omicron epidemic period. During the Omicron epidemic period, HLA-DQB1*06 (32.4% vs. 7.9%, OR = 5.54, pc = 0.030) was significantly higher in the severe group. During total period of this study, HLA-DQA1*01:03 (30.2% vs. 14.4%, OR = 2.57, corrected pc = 0.0013) and -DQB1*06:01 (44.5% vs. 26.7%, OR = 2.20, pc = 0.013) alleles were significantly higher in the severe group. HLA-DQB1*06:01 and -DQA1*01:03 were in strong linkage disequilibrium with each other (r2 = 0.91) during total period of this study, indicating that these two alleles form a haplotype. The frequency of the HLA-DQA1*01:03-DQB1*06:01 in the severe group was significantly higher than in the non-severe group during pre-Omicron epidemic period (32.4% vs. 7.9%, OR = 5.59, pc = 0.00072), and total period of this study (28.6% vs. 13.1%, OR = 2.63, pc = 0.0013). During Omicron epidemic period, the haplotype did not demonstrate statistical significance, although the odds ratio indicated a value greater 1. Frequencies of the HLA-DQA1*01:03 and -DQB1*06:01 alleles were significantly higher in severe COVID-19 patients, suggesting that these alleles are risk factors for severe COVID-19 pneumonia in the Japanese population.
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Affiliation(s)
- Katsushi Tanaka
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Akira Meguro
- Department of Ophthalmology and Visual Science, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yu Hara
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Lisa Endo
- Department of Ophthalmology and Visual Science, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ami Izawa
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Suguru Muraoka
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ayami Kaneko
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kohei Somekawa
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Momo Hirata
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yukiko Otsu
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hiromi Matsumoto
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ryo Nagasawa
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Sosuke Kubo
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kota Murohashi
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ayako Aoki
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hiroaki Fujii
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Keisuke Watanabe
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Nobuyuki Horita
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hideaki Kato
- Infection Prevention and Control Department, Yokohama City University Hospital, Yokohama, Japan
| | - Nobuaki Kobayashi
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ichiro Takeuchi
- Department of Emergency Medicine, School of Medicine, Yokohama City University, Yokohama, Kanagawa, Japan
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Yokohama City University, Yokohama, Japan
| | - Hidetoshi Inoko
- Department of Molecular Life Science, Division of Basic Medical Science and Molecular Medicine, School of Medicine, Tokai University, Isehara, Japan
| | - Nobuhisa Mizuki
- Department of Ophthalmology and Visual Science, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Takeshi Kaneko
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
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Korkmaz FN, Gökçay Canpolat A, Dalva K, Şahin M, Çorapçıoğlu D, Demir Ö. Common human leucocyte antigensassociated with the development of subacute thyroiditis and COVID-19. Hum Immunol 2024; 85:110834. [PMID: 38936012 DOI: 10.1016/j.humimm.2024.110834] [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: 12/11/2023] [Revised: 04/26/2024] [Accepted: 06/18/2024] [Indexed: 06/29/2024]
Abstract
PURPOSE Case reports of subacute thyroiditis (SAT) following coronavirus disease-19 (COVID-19) have been reported. Because the relationship between SAT and human leucocyte antigen (HLA) alleles is known, we aimed to determine HLA alleles that may predispose a patient to coronavirus infection and/or post-COVID-19 SAT. METHOD This retrospective study was conducted in 51 patients with SAT and 190 healthy bone marrow donor volunteers. HLA-A, -B, -C, -DRB1, and -DQB1 were genotyped using next-generation sequencing. The study population was grouped into four groups according to SAT and COVID-19 history. RESULTS The frequency of HLA-DQB1*04:02 was higher in the COVID-19(-) participants than in the COVID-19(+) participants (=0.045). The presence of HLA-DQB1*04:02 was associated with a lower risk of developing COVID-19 in all groups. The frequencies of HLA-B*35:01, HLA-B*35:03, HLA-DRB1*12:01, and HLA-DRB1*14:01 were different in the SAT(+) group than in the SAT(-) group in COVID-19(-) group. The frequencies of HLA-C*12:03, HLA-DQB1*06:04, HLA-DRB1*13:02, and HLA-DRB1*13:03 were different in the SAT(+) group than in the SAT(-) group in the COVID-19 (+) group. The difference in the frequency of these HLA types remains significant when the four groups are included together as follows: In the COVID-19(+) group, the frequencies of HLA-DRB1*13:02, and HLA-DRB1*13:03 were higher in the SAT(+) group than in the SAT(-) group. In the COVID-19(-) group, the frequencies of HLA-B*35:03, HLA-DRB1*12:01, and HLA-DRB1*14:01 were higher in the SAT (+) group than in the SAT(-) group. CONCLUSION HLA alleles associated with SAT susceptibility may vary with COVID-19 history.
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Affiliation(s)
- Fatma Nur Korkmaz
- Ankara University, Faculty of Medicine, Department of Internal Medicine, Endocrinology and Metabolism, Ankara, Türkiye.
| | - Asena Gökçay Canpolat
- Ankara University, Faculty of Medicine, Department of Internal Medicine, Endocrinology and Metabolism, Ankara, Türkiye
| | - Klara Dalva
- Ankara University, Faculty of Medicine, Department of Internal Medicine, Hematology, Tissue Typing Laboratory, Ankara, Türkiye.
| | - Mustafa Şahin
- Ankara University, Faculty of Medicine, Department of Internal Medicine, Endocrinology and Metabolism, Ankara, Türkiye
| | - Demet Çorapçıoğlu
- Ankara University, Faculty of Medicine, Department of Internal Medicine, Endocrinology and Metabolism, Ankara, Türkiye
| | - Özgür Demir
- Ankara University, Faculty of Medicine, Department of Internal Medicine, Endocrinology and Metabolism, Ankara, Türkiye
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Pereira LMS, dos Santos França E, Costa IB, Lima IT, Jorge EVO, de Souza Mendonça Mattos PJ, Freire ABC, de Paula Ramos FL, Monteiro TAF, Macedo O, Sousa RCM, Freitas FB, Costa IB, Vallinoto ACR. DRB1 locus alleles of HLA class II are associated with modulation of the immune response in different serological profiles of HIV-1/Epstein-Barr virus coinfection in the Brazilian Amazon region. Front Med (Lausanne) 2024; 11:1408290. [PMID: 38933108 PMCID: PMC11199549 DOI: 10.3389/fmed.2024.1408290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 05/22/2024] [Indexed: 06/28/2024] Open
Abstract
Background Epstein-Barr virus (EBV) infection involves distinct clinical and serological profiles. We evaluated the frequency of alleles of locus DRB1 of HLA class II in different serological profiles of EBV infection among HIV-1 infected patients. Methods We recruited 19 patients with primary infection, 90 with serological transition and 467 with past infection by EBV, HIV-1 co-infection was 100% in primary infection and approximately 70% in other serological profiles. EBV viral load was quantified by real-time PCR, T lymphocyte quantification and cytokine level analysis were performed by flow cytometry, and HLA locus genotyping was performed by PCR-SSO. Results The DRB1*09 allele was associated with primary infection (p: 0.0477), and carriers of the allele showed changes in EBV viral load (p: 0.0485), CD8(+) T lymphocyte counts (p: 0.0206), double-positive T lymphocyte counts (p: 0.0093), IL-4 levels (p: 0.0464) and TNF levels (p: 0.0161). This allele was also frequent in HIV-coinfected individuals (p: 0.0023) and was related to the log10 HIV viral load (p: 0.0176) and CD8(+) T lymphocyte count (p: 0.0285). In primary infection, the log10 HIV viral load was high (p: 0.0060) and directly proportional to the EBV viral load (p: 0.0412). The DRB1*03 allele correlated with serological transition (p: 0.0477), EBV viral load (p: 0.0015), CD4(+) T lymphocyte count (p: 0.0112), CD8(+) T lymphocyte count (p: 0.0260), double-negative T lymphocyte count (p: 0.0540), IL-4 levels (p: 0.0478) and IL-6 levels (p: 0.0175). In the serological transition group, the log10 HIV viral load was high (p: 0.0060), but it was not associated with the EBV viral load (p: 0.1214). Past infection was related to the DRB1*16 allele (p: 0.0477), with carriers displaying IgG levels (p: 0.0020), CD4(+) T lymphocyte counts (p: 0.0116) and suggestive CD8(+) T count alterations (p: 0.0602). The DRB01*16 allele was also common in HIV-1 patients with past EBV infection (p: 0.0192); however, the allele was not associated with clinical markers of HIV-1 infection. Conclusion Our results suggest that HLA class II alleles may be associated with the modulation of the serological profiles of the immune response to Epstein-Barr virus infection in patients coinfected with HIV-1.
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Affiliation(s)
- Leonn Mendes Soares Pereira
- Virology Laboratory, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
- Postgraduate Program in Biology of Infectious and Parasitic Agents, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
| | - Eliane dos Santos França
- Virology Unit, Epstein-Barr Virus Laboratory, Evandro Chagas Institute, Ananindeua, Brazil
- Postgraduate Program in Virology, Evandro Chagas Institute, Ananindeua, Brazil
| | - Iran Barros Costa
- Virology Unit, Epstein-Barr Virus Laboratory, Evandro Chagas Institute, Ananindeua, Brazil
- Postgraduate Program in Virology, Evandro Chagas Institute, Ananindeua, Brazil
| | - Igor Tenório Lima
- Virology Unit, Epstein-Barr Virus Laboratory, Evandro Chagas Institute, Ananindeua, Brazil
- Postgraduate Program in Virology, Evandro Chagas Institute, Ananindeua, Brazil
| | | | | | | | | | | | - Olinda Macedo
- Virology Unit, Retrovirus Laboratory, Evandro Chagas Institute, Ananindeua, Brazil
| | - Rita Catarina Medeiros Sousa
- Virology Unit, Epstein-Barr Virus Laboratory, Evandro Chagas Institute, Ananindeua, Brazil
- School of Medicine, Federal University of Pará, Belém, Brazil
| | - Felipe Bonfim Freitas
- Postgraduate Program in Biology of Infectious and Parasitic Agents, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
- Virology Unit, Retrovirus Laboratory, Evandro Chagas Institute, Ananindeua, Brazil
| | - Igor Brasil Costa
- Virology Unit, Epstein-Barr Virus Laboratory, Evandro Chagas Institute, Ananindeua, Brazil
- Postgraduate Program in Virology, Evandro Chagas Institute, Ananindeua, Brazil
| | - Antonio Carlos Rosário Vallinoto
- Virology Laboratory, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
- Postgraduate Program in Biology of Infectious and Parasitic Agents, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
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10
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Hai NTT, Nhung VP, Tam NTT, Ngoc TTB, Thuong MTH, Dai HV, Duong NT, Hai NV, Ton ND, Thach PN, Ha NH. HLA alleles associated with susceptibility and severity of the COVID-19 in Vietnamese. Hum Immunol 2024; 85:110796. [PMID: 38580537 DOI: 10.1016/j.humimm.2024.110796] [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: 06/15/2023] [Revised: 03/22/2024] [Accepted: 03/25/2024] [Indexed: 04/07/2024]
Abstract
The diversity of clinical manifestations in COVID-19 has been observed not only among individuals but also among various populations in globally. HLA molecules play a central role in physiology, protective immunity, and deleterious, disease-related autoimmune reactivity or overreaction. This study exploited the association between HLA frequencies and SARS-CoV-2 susceptibility and disease severity among the Vietnamese cohort (159 patients and 52 controls). A significant difference in frequency of both HLA class I and II in mild, moderate, and severe/fatal COVID-19 patients and negative exposure individuals - the controls were observed. Regarding SARS-CoV-2 sensitivity, HLA-A*03:01, 30:01, HLA-DQA1*01:02, DRB1*15:01, and DRB5*02:02 presented higher frequency in the control group compared with infected patients but DRB1 09:01 frequency was higher in infected patients. Regarding COVID-19 severity, HLA-F*01:01, 01:03 and DPA1*01:03 and 02:01, DPB1*04:01, DQA1*01:02, and DQB1*05:02 alleles were detected with higher frequency in severe patients but DOB*01:01, DRB1*05:01 and 09:01 had a significantly higher frequency in the mild group than remaining groups. Surprisingly, HLA-DQA1*01:02 and DRB1*09:01 alleles were identified with both inversely potential roles in protective function and severe risk. The obtained data herein will contribute to explore on the role of host genetic background in the pathology of COVID-19 disease.
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Affiliation(s)
- Nguyen Thi Thanh Hai
- National Hospital for Tropical Diseases, Kim Chung, Dong Anh, Hanoi 10000, Viet Nam; Department of Biochemistry, Hanoi Medical University, 1 Ton That Tung, Dong Da, Hanoi 10000, Viet Nam
| | - Vu Phuong Nhung
- Institute of Genome Research, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 10000, Viet Nam
| | - Nguyen Thi Thanh Tam
- Department of Biochemistry, Hanoi Medical University, 1 Ton That Tung, Dong Da, Hanoi 10000, Viet Nam
| | - Tran Thi Bich Ngoc
- Institute of Genome Research, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 10000, Viet Nam
| | - Ma Thi Huyen Thuong
- Institute of Genome Research, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 10000, Viet Nam
| | - Ha Van Dai
- National Hospital for Tropical Diseases, Kim Chung, Dong Anh, Hanoi 10000, Viet Nam
| | - Nguyen Thuy Duong
- Institute of Genome Research, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 10000, Viet Nam; Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 100000, Viet Nam
| | - Nong Van Hai
- Institute of Genome Research, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 10000, Viet Nam; Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 100000, Viet Nam
| | - Nguyen Dang Ton
- Institute of Genome Research, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 10000, Viet Nam; Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 100000, Viet Nam
| | - Pham Ngoc Thach
- National Hospital for Tropical Diseases, Kim Chung, Dong Anh, Hanoi 10000, Viet Nam
| | - Nguyen Hai Ha
- Institute of Genome Research, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 10000, Viet Nam; Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi 100000, Viet Nam.
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11
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Yang KL, Lin PY. Association of HLA-C*07:359 with HLA-A, -B, and -DRB1 alleles in Taiwanese. Tzu Chi Med J 2024; 36:166-174. [PMID: 38645783 PMCID: PMC11025586 DOI: 10.4103/tcmj.tcmj_288_23] [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: 11/21/2023] [Revised: 12/03/2023] [Accepted: 12/26/2023] [Indexed: 04/23/2024] Open
Abstract
Objectives It is thought that Taiwanese indigenous people were the "first people" to populate Taiwan (Formosa) having been there for over 5000 years, preceding the Dutch colonization (from 1624 to 1662) and Spanish colonization (from 1626 to 1642). Taiwan's indigenes, represented by Austronesian language speakers, currently constitute approximately 2% of the total population in Taiwan. It is unknown whether they evolved from Taiwan's Paleolithic or Neolithic cultures, arrived during or after the Neolithic period from China or Southeast Asia or both. HLA studies on the Taiwanese indigenous population have found several intriguing genetic information showing one or two relatively frequently observed alleles and a small number of relatively less frequently observed ones. We report here a relatively frequently observed HLA-C*07:359 allele in the Taiwanese indigenous population, its linkage with HLA-B*39:01, and its probable associated HLA haplotype in two Taiwanese indigenous families. HLA-C*07:359 is a rarely observed allele in the HLA-C locus in the world populations. The objective of this study is to report the allele HLA-C*07:359 that is more frequently found in the Taiwanese population, especially in the Taiwanese indigenous people, to demonstrate that it has a close linkage with HLA-B*39:01 allele in the HLA-B locus and to show the plausible deduced HLA-A-C-B-DRB1-DQB1 haplotypes in association with HLA-C*07:359 in two families of Taiwanese indigenous unrelated individuals. Materials and Methods The samples were peripheral whole blood, with dipotassium ethylenediaminetetraacetic acid and/or acid citrate dextrose anticoagulation additives. The sequence-based typing method was employed to confirm the low incidence of the allele of HLA-C*07:359 observed in Taiwanese. Polymerase chain reaction was carried out to amplify exons 2, 3, and 4 of the HLA-A,-B,-C,-DRB1 and-DQB1 loci with group-specific primer sets. Amplicons were sequenced using the BigDye Terminator Cycle Sequencing Ready Reaction Kit in both directions according to the manufacturer's protocol. Results C*07:359 is an uncommon allele in the HLA-C locus in the world general population, according to our literature review. However, in this study, it is observed in the general Taiwanese population (frequency 0.41%), especially in the Taiwanese indigenous people at a frequency of 0.23%. In addition, we deduced two probable HLA haplotypes in association with C*07:359 in two indigenous families: A*24:02-C*07:359-B*39:01-DRB1*04:36 and A*24:02-C*07:359-B*39:01-DRB1*04:04. Conclusion The two deduced HLA haplotypes associated with the uncommon C*07:359 allele that we report here are valuable for HLA tissue typing laboratories for reference purposes and for stem cell transplantation donor search coordinators to determine the likelihood of finding compatible donors in unrelated bone marrow donor registries for patients bearing the uncommon HLA allele. Since C*07:359 was found mostly in the Taiwanese indigenous population, we think the allele and its haplotypes we report here are important in population and anthropological studies.
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Affiliation(s)
- Kuo-Liang Yang
- Laboratory of Immunogenetics, Tzu Chi Cord Blood Bank, and Buddhist Tzu Chi Bone Marrow Donor Registry, Buddhist Tzu Chi Stem Cells Centre, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
- Department of Laboratory Medicine and Biotechnology, Tzu Chi University, Hualien, Taiwan
| | - Py-Yu Lin
- Laboratory of Immunogenetics, Tzu Chi Cord Blood Bank, and Buddhist Tzu Chi Bone Marrow Donor Registry, Buddhist Tzu Chi Stem Cells Centre, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
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12
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Vanaga I, Kolesova O, Kolesovs A, Sture G, Hagina E, Storozenko J, Nikitina-Zake L, Viksna L. Association of human leukocyte antigen class II alleles with epithelial cell apoptosis and extracellular matrix production in acute COVID-19. Cent Eur J Immunol 2023; 48:322-329. [PMID: 38558559 PMCID: PMC10976658 DOI: 10.5114/ceji.2023.133684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 10/16/2023] [Indexed: 04/04/2024] Open
Abstract
Introduction Pathogenic mechanisms and long-term consequences of COVID-19 require attention in studies on SARS-CoV-2. The association of the severity of COVID-19 with genetic factors, such as human leukocyte antigen (HLA) genes, remains underexplored. Our study assessed the relationships between HLA class II alleles and COVID-19 severity and blood-based indicators of systemic inflammation and organ damage, serum markers of epithelial cell apoptosis such as caspase-cleaved CK18 fragment M30 (CK18-M30) and the extracellular matrix product hyaluronic acid (HA). Material and methods The study included 101 hospitalized COVID-19 patients (mean age 60 ±14 years). Clinical tests were performed at admission to the hospital. The levels of CK18-M30 and HA were detected in serum by enzyme-linked immunosorbent assay (ELISA). HLA typing was performed in HLA-DRB1, -DQA1, and -DQB1 loci by the polymerase chain reaction with low-resolution sequence-specific primers. Results Sixty-one patients had a non-severe and 40 had a severe or critical disease course (following the WHO definition). The severity was associated with older age, male gender, higher HA, CK18-M30, and some indicators of inflammation. Despite the lack of direct association between HLA alleles and the severity of COVID-19, the presence of HLA-DRB1*04 and 12 alleles in the genotype was associated with lowered or elevated HA, respectively. The HLA-DQB1*03:01 allele was associated with lowered CK18-M30, aspartate aminotransferase, and ferritin. In addition, HLA-DQB1*06:01 was associated with elevated alanine aminotransferase. Conclusions Associations of HLA class II alleles with markers of epithelial cell apoptosis and extracellular matrix production indirectly support the influence of HLA genes on acute COVID-19 severity.
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Affiliation(s)
- Ieva Vanaga
- Riga Stradins University, Riga, Latvia
- Riga East Clinical University Hospital, Riga, Latvia
| | | | | | - Gunta Sture
- Riga Stradins University, Riga, Latvia
- Riga East Clinical University Hospital, Riga, Latvia
| | | | | | | | - Ludmila Viksna
- Riga Stradins University, Riga, Latvia
- Riga East Clinical University Hospital, Riga, Latvia
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13
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Ren C, Ji R, Li Y, He J, Hu W, Teng X, Gao J, Wu Y, Xu J. Longitudinal change trend of the TCR repertoire reveals the immune response intensity of the inactivated COVID-19 vaccine. Mol Immunol 2023; 163:39-47. [PMID: 37738878 DOI: 10.1016/j.molimm.2023.09.006] [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: 06/01/2023] [Revised: 07/31/2023] [Accepted: 09/08/2023] [Indexed: 09/24/2023]
Abstract
Evidence concerning the individual differences in neutralizing antibody responses after receiving the COVID-19 vaccine remains lacking. In this study, we collected the serum and Peripheral blood mononuclear cells(PBMC) of 16 subjects who had never suffered from COVID-19 before during the course of two vaccine doses. Microneutralization assay is used to determine the immune response intensity of vaccine subjects. we revealed the change trend of TCR diversity using T cell receptor (TCR) sequencing. Then, we analyzed the correlation between HLA class II allele frequencies and the intensity of immune response. Finally, we identified several CDR3 sequences related to the intensity of the immune response. We analyzed the differences in D50 (DD50) between different time points, and found that there were two patterns in the change trend of TCR diversity, and the increased diversity group has stronger immune response. The inactivated vaccine is different from the mRNA vaccine against the spike protein, resulting in differences in TCR repertoire response patterns and antibody responses, which are related to HLA-DRB1 * 09:01. The presence of specific CDR3 sequences in the increased diversity group, rather than gene usage of the VJ gene, determines the intensity and persistence of neutralizing antibody titers. Finally, We identified the different response patterns of the human TCR repertoire to inactivated vaccines. The pattern with increased diversity is more likely to appear strong and more lasting immune response.
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Affiliation(s)
- Chengsi Ren
- Department of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, China.
| | - Ruili Ji
- Department of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, China.
| | - Yizhe Li
- West China TianFu Hospital,Sichuan University, Chengdu, China.
| | - Jinyong He
- Department of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, China
| | - Wei Hu
- Department of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, China
| | - Xiangyun Teng
- Medical Laboratory Center, Maoming Hospital of Guangzhou University of Chinese Medicine, Maoming, China; Translational Medicine Research Center, Maoming Hospital of Guangzhou University of Chinese Medicine, Maoming, China
| | - Jiahui Gao
- Department of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, China
| | - Yue Wu
- Department of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, China
| | - Jianhua Xu
- Department of Laboratory Medicine, Shunde Hospital of Guangzhou University of Chinese Medicine, Foshan, China; Medical Laboratory Center, Maoming Hospital of Guangzhou University of Chinese Medicine, Maoming, China; Translational Medicine Research Center, Maoming Hospital of Guangzhou University of Chinese Medicine, Maoming, China.
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14
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Li Y, Han L, Li P, Ge J, Xue Y, Chen L. Potential network markers and signaling pathways for B cells of COVID-19 based on single-cell condition-specific networks. BMC Genomics 2023; 24:619. [PMID: 37853311 PMCID: PMC10583333 DOI: 10.1186/s12864-023-09719-1] [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: 02/27/2023] [Accepted: 10/05/2023] [Indexed: 10/20/2023] Open
Abstract
To explore the potential network markers and related signaling pathways of human B cells infected by COVID-19, we performed standardized integration and analysis of single-cell sequencing data to construct conditional cell-specific networks (CCSN) for each cell. Then the peripheral blood cells were clustered and annotated based on the conditional network degree matrix (CNDM) and gene expression matrix (GEM), respectively, and B cells were selected for further analysis. Besides, based on the CNDM of B cells, the hub genes and 'dark' genes (a gene has a significant difference between case and control samples not in a gene expression level but in a conditional network degree level) closely related to COVID-19 were revealed. Interestingly, some of the 'dark' genes and differential degree genes (DDGs) encoded key proteins in the JAK-STAT pathway, which had antiviral effects. The protein p21 encoded by the 'dark' gene CDKN1A was a key regulator for the COVID-19 infection-related signaling pathway. Elevated levels of proteins encoded by some DDGs were directly related to disease severity of patients with COVID-19. In short, the proteins encoded by 'dark' genes complement some missing links in COVID-19 and these signaling pathways played an important role in the growth and activation of B cells.
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Affiliation(s)
- Ying Li
- School of Mathematics and Statistics, Henan University of Science and Technology, Luoyang, 471023, China
- Longmen Laboratory, Luoyang, 471003, Henan, China
| | - Liqin Han
- School of Mathematics and Statistics, Henan University of Science and Technology, Luoyang, 471023, China
- Longmen Laboratory, Luoyang, 471003, Henan, China
| | - Peiluan Li
- School of Mathematics and Statistics, Henan University of Science and Technology, Luoyang, 471023, China.
- Longmen Laboratory, Luoyang, 471003, Henan, China.
| | - Jing Ge
- Shanghai Immune Therapy Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Yun Xue
- College of Medical Technology and Engineering, Henan University of Science and Technology, Luoyang, 471023, China
| | - Luonan Chen
- Key Laboratory of Systems Biology, Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, 201100, China.
- Key Laboratory of Systems Health Science of Zhejiang Province, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, 310000, China.
- School of Life Science and Technology, ShanghaiTech University, Shanghai, 201100, China.
- West China Biomedical Big Data Center, Med-X Center for Informatics, West China Hospital, Sichuan University, Chengdu, 610041, China.
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15
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Ren JX, Gao Q, Zhou XC, Chen L, Guo W, Feng KY, Lu L, Huang T, Cai YD. Identification of Gene Markers Associated with COVID-19 Severity and Recovery in Different Immune Cell Subtypes. BIOLOGY 2023; 12:947. [PMID: 37508378 PMCID: PMC10376631 DOI: 10.3390/biology12070947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 06/20/2023] [Accepted: 06/29/2023] [Indexed: 07/30/2023]
Abstract
As COVID-19 develops, dynamic changes occur in the patient's immune system. Changes in molecular levels in different immune cells can reflect the course of COVID-19. This study aims to uncover the molecular characteristics of different immune cell subpopulations at different stages of COVID-19. We designed a machine learning workflow to analyze scRNA-seq data of three immune cell types (B, T, and myeloid cells) in four levels of COVID-19 severity/outcome. The datasets for three cell types included 403,700 B-cell, 634,595 T-cell, and 346,547 myeloid cell samples. Each cell subtype was divided into four groups, control, convalescence, progression mild/moderate, and progression severe/critical, and each immune cell contained 27,943 gene features. A feature analysis procedure was applied to the data of each cell type. Irrelevant features were first excluded according to their relevance to the target variable measured by mutual information. Then, four ranking algorithms (last absolute shrinkage and selection operator, light gradient boosting machine, Monte Carlo feature selection, and max-relevance and min-redundancy) were adopted to analyze the remaining features, resulting in four feature lists. These lists were fed into the incremental feature selection, incorporating three classification algorithms (decision tree, k-nearest neighbor, and random forest) to extract key gene features and construct classifiers with superior performance. The results confirmed that genes such as PFN1, RPS26, and FTH1 played important roles in SARS-CoV-2 infection. These findings provide a useful reference for the understanding of the ongoing effect of COVID-19 development on the immune system.
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Affiliation(s)
- Jing-Xin Ren
- School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Qian Gao
- Department of Pharmacy, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Xiao-Chao Zhou
- Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai 200025, China
| | - Lei Chen
- College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China
| | - Wei Guo
- Key Laboratory of Stem Cell Biology, Shanghai Jiao Tong University School of Medicine (SJTUSM) & Shanghai Institutes for Biological Sciences (SIBS), Chinese Academy of Sciences (CAS), Shanghai 200030, China
| | - Kai-Yan Feng
- Department of Computer Science, Guangdong AIB Polytechnic College, Guangzhou 510507, China
| | - Lin Lu
- Department of Radiology, Columbia University Medical Center, New York, NY 10032, USA
| | - Tao Huang
- Bio-Med Big Data Center, CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Yu-Dong Cai
- School of Life Sciences, Shanghai University, Shanghai 200444, China
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16
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Brand M, Keşmir C. Evolution of SARS-CoV-2-specific CD4 + T cell epitopes. Immunogenetics 2023; 75:283-293. [PMID: 36719467 PMCID: PMC9887569 DOI: 10.1007/s00251-023-01295-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 01/10/2023] [Indexed: 02/01/2023]
Abstract
Vaccination clearly decreases coronavirus disease 2019 (COVID-19) mortality; however, they also impose selection pressure on the virus, which promotes the evolution of immune escape variants. For example, despite the high vaccination level in especially Western countries, the Omicron variant caused millions of breakthrough infections, suggesting that the highly mutated spike protein in the Omicron variant can escape antibody immunity much more efficiently than the other variants of concern (VOCs). In this study, we investigated the resistance/susceptibility of T helper cell responses that are necessary for generating efficient long-lasting antibody immunity, in several VOCs. By predicting T helper cell epitopes on the spike protein for most common HLA-DRB1 alleles worldwide, we found that although most of high frequency HLA-DRB1 alleles have several potential T helper cell epitopes, few alleles like HLA-DRB1 13:01 and 11:01 are not predicted to have any significant T helper cell responses after vaccination. Using these predictions, a population based on realistic human leukocyte antigen-II (HLA-II) frequencies were simulated to visualize the T helper cell immunity on the population level. While a small fraction of this population had alarmingly little predicted CD4 T cell epitopes, the majority had several epitopes that should be enough to generate efficient B cell responses. Moreover, we show that VOC spike mutations hardly affect T helper epitopes and mainly occur in other residues of the spike protein. These results suggest that lack of long-lasting antibody responses is not likely due to loss of T helper cell epitopes in new VOCs.
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Affiliation(s)
- Marina Brand
- Theoretical Biology & Bioinformatics, Utrecht University, Utrecht, Netherlands
| | - Can Keşmir
- Theoretical Biology & Bioinformatics, Utrecht University, Utrecht, Netherlands.
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17
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Wolday D, Fung CYJ, Morgan G, Casalino S, Frangione E, Taher J, Lerner-Ellis JP. HLA Variation and SARS-CoV-2 Specific Antibody Response. Viruses 2023; 15:906. [PMID: 37112884 PMCID: PMC10143129 DOI: 10.3390/v15040906] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 03/29/2023] [Accepted: 03/29/2023] [Indexed: 04/03/2023] Open
Abstract
Differences in SARS-CoV-2-specific immune responses have been observed between individuals following natural infection or vaccination. In addition to already known factors, such as age, sex, COVID-19 severity, comorbidity, vaccination status, hybrid immunity, and duration of infection, inter-individual variations in SARS-CoV-2 immune responses may, in part, be explained by structural differences brought about by genetic variation in the human leukocyte antigen (HLA) molecules responsible for the presentation of SARS-CoV-2 antigens to T effector cells. While dendritic cells present peptides with HLA class I molecules to CD8+ T cells to induce cytotoxic T lymphocyte responses (CTLs), they present peptides with HLA class II molecules to T follicular helper cells to induce B cell differentiation followed by memory B cell and plasma cell maturation. Plasma cells then produce SARS-CoV-2-specific antibodies. Here, we review published data linking HLA genetic variation or polymorphisms with differences in SARS-CoV-2-specific antibody responses. While there is evidence that heterogeneity in antibody response might be related to HLA variation, there are conflicting findings due in part to differences in study designs. We provide insight into why more research is needed in this area. Elucidating the genetic basis of variability in the SARS-CoV-2 immune response will help to optimize diagnostic tools and lead to the development of new vaccines and therapeutics against SARS-CoV-2 and other infectious diseases.
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Affiliation(s)
- Dawit Wolday
- Pathology and Laboratory Medicine, Mount Sinai Hospital, Sinai Health, Toronto, ON M5G 1Z5, Canada; (C.Y.J.F.); (G.M.); (S.C.); (E.F.); (J.T.)
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON M5G 1Z5, Canada
| | - Chun Yiu Jordan Fung
- Pathology and Laboratory Medicine, Mount Sinai Hospital, Sinai Health, Toronto, ON M5G 1Z5, Canada; (C.Y.J.F.); (G.M.); (S.C.); (E.F.); (J.T.)
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON M5G 1Z5, Canada
| | - Gregory Morgan
- Pathology and Laboratory Medicine, Mount Sinai Hospital, Sinai Health, Toronto, ON M5G 1Z5, Canada; (C.Y.J.F.); (G.M.); (S.C.); (E.F.); (J.T.)
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON M5G 1Z5, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G 1Z5, Canada
| | - Selina Casalino
- Pathology and Laboratory Medicine, Mount Sinai Hospital, Sinai Health, Toronto, ON M5G 1Z5, Canada; (C.Y.J.F.); (G.M.); (S.C.); (E.F.); (J.T.)
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON M5G 1Z5, Canada
| | - Erika Frangione
- Pathology and Laboratory Medicine, Mount Sinai Hospital, Sinai Health, Toronto, ON M5G 1Z5, Canada; (C.Y.J.F.); (G.M.); (S.C.); (E.F.); (J.T.)
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON M5G 1Z5, Canada
| | - Jennifer Taher
- Pathology and Laboratory Medicine, Mount Sinai Hospital, Sinai Health, Toronto, ON M5G 1Z5, Canada; (C.Y.J.F.); (G.M.); (S.C.); (E.F.); (J.T.)
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G 1Z5, Canada
| | - Jordan P. Lerner-Ellis
- Pathology and Laboratory Medicine, Mount Sinai Hospital, Sinai Health, Toronto, ON M5G 1Z5, Canada; (C.Y.J.F.); (G.M.); (S.C.); (E.F.); (J.T.)
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON M5G 1Z5, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G 1Z5, Canada
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18
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Next-generation sequencing-based HLA typing reveals the association of HLA-B*46:01:01 and HLA-DRB1*09:01:02 alleles with carbamazepine-induced hypersensitivity reactions in Vietnamese patients with epilepsy. Hum Immunol 2023; 84:186-195. [PMID: 36725456 DOI: 10.1016/j.humimm.2023.01.005] [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: 06/15/2022] [Revised: 11/03/2022] [Accepted: 01/17/2023] [Indexed: 02/02/2023]
Abstract
Several studies have reported an association between certain human leukocyte antigen (HLA) alleles and carbamazepine (CBZ)-induced hypersensitivity reactions in patients with epilepsy. Here, the relationship between the clinical spectrum and the HLA allele profiles in patients with CBZ-induced hypersensitivity reactions was investigated using next-generation sequence (NGS) data obtained from 65 Vietnamese patients with epilepsy, including 33 with CBZ-tolerance and 32 patients with CBZ-hypersensitivity, in which only 8 with severe cutaneous adverse drug reactions and 24 were mild-hypersensitive patients. Three loci of HLA class I (HLA-A, -B, and -C) and two loci of HLA class II (HLA-DQA1 and -DRB1) were included in our analysis. We observed a higher prevalence of three alleles, HLA-B*46:01:01, HLA-DQA1*03:02:01, and HLA-DRB1*09:01:02, in the CBZ hypersensitivity group compared to that in the CBZ tolerant group. Notably, all hypersensitive patients with HLA-DQA1*03:02:01 also harbored HLA-DRB1*09:01:02. We also used molecular modeling to gain mechanistic insight into the interactions of HLA-B*46:01 and HLA-DRB1*09:01 with CBZ. Our findings proposed the direct interaction of CBZ with peptide-binding pockets of these HLA proteins. The sensitivity and specificity of HLA-B*46:01:01 in considering with the appearance of HLA-DRB1*09:01:02 were 46.88% and 84.85%, respectively. Our data suggest that the presence of HLA-B*46:01:01/HLA-DRB1*09:01:02 is a potential marker of CBZ-induced hypersensitivity reactions in Vietnamese patients.
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19
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Arab F, Mollazadeh S, Ghayourbabaei F, Moghbeli M, Saburi E. The role of HLA genotypes in understanding the pathogenesis of severe COVID-19. EGYPTIAN JOURNAL OF MEDICAL HUMAN GENETICS 2023; 24:14. [PMID: 36718139 PMCID: PMC9878497 DOI: 10.1186/s43042-023-00392-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 01/18/2023] [Indexed: 01/27/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has caused human tragedy through the global spread of the viral pathogen SARS-CoV-2. Although the underlying factors for the severity of COVID-19 in different people are still unknown, several gene variants can be used as predictors of disease severity, particularly variations in viral receptor genes such as angiotensin-converting enzyme 2 (ACE2) or major histocompatibility complex (MHC) genes. The reaction of the immune system, as the most important defense strategy in the case of viruses, plays a decisive role. The innate immune system is important both as a primary line of defense and as a trigger of the acquired immune response. The HLA-mediated acquired immune response is linked to the acquired immune system. In various diseases, it has been shown that genetic alterations in components of the immune system can play a crucial role in how the body responds to pathogens, especially viruses. One of the most important host genetic factors is the human leukocyte antigen (HLA) profile, which includes HLA classes I and II and may be symbolic of the diversity of immune response and genetic predisposition in disease progression. COVID-19 will have direct contact with the acquired immune system as an intracellular pathogen after exposure to the proteasome and its components through class I HLA. Therefore, it is assumed that in different genotypes of the HLA-I class, an undesirable supply causes an insufficient activation of the immune system. Insufficient binding of antigen delivered by class I HLA to host lymphocytes results in uncertain identification and insufficient activation of the acquired immune system. The absence of secretion of immune cytokines such as interferons, which play an important role in controlling viral infection in the early stages, is a complication of this event. Understanding the allelic diversity of HLA in people infected with coronavirus compared with uninfected people of one race not only allows identification of people with HLA susceptible to COVID-19 but also provides better insight into the behavior of the virus, which helps to take effective preventive and curative measures earlier.
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Affiliation(s)
- Fatemeh Arab
- Medical Genetics and Molecular Medicine Department, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Samaneh Mollazadeh
- Natural Products and Medicinal Plants Research Center, North Khorasan University of Medical Sciences, Bojnurd, Iran
| | - Farnaz Ghayourbabaei
- Department of Biology, Faculty of Sciences, University of Ferdowsi, Mashhad, Iran
| | - Meysam Moghbeli
- Medical Genetics and Molecular Medicine Department, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ehsan Saburi
- Medical Genetics and Molecular Medicine Department, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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20
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Fakhkhari M, Caidi H, Sadki K. HLA alleles associated with COVID-19 susceptibility and severity in different populations: a systematic review. EGYPTIAN JOURNAL OF MEDICAL HUMAN GENETICS 2023; 24:10. [PMID: 36710951 PMCID: PMC9867832 DOI: 10.1186/s43042-023-00390-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 01/15/2023] [Indexed: 01/23/2023] Open
Abstract
Background COVID-19 is a respiratory disease caused by a novel coronavirus called as Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). Detected for the first time in December 2019 in Wuhan and it has quickly spread all over the world in a couple of months and becoming a world pandemic. Symptoms of the disease and clinical outcomes are very different in infected people. These differences highlight the paramount need to study and understand the human genetic variation that occurring viral infections. Human leukocyte antigen (HLA) is an important component of the viral antigen presentation pathway, and it plays an essential role in conferring differential viral susceptibility and severity of diseases. HLA alleles have been involved in the immune response to viral diseases such as SARS-CoV-2. Main body of the abstract Herein, we sought to evaluate this hypothesis by summarizing the association between HLA class I and class II alleles with COVID-19 susceptibility and/or severity reported in previous studies among different populations (Chinese, Italian, Iranian, Japanese, Spanish, etc.). The findings of all selected articles showed that several alleles have been found associated with COVID-19 susceptibility and severity. Even results across articles have been inconsistent and, in some cases, conflicting, highlighting that the association between the HLA system and the COVID-19 outcome might be ethnic-dependent, there were some alleles in common between some populations such as HLA-DRB1*15 and HLA-A*30:02. Conclusion These contradictory findings warrant further large, and reproducible studies to decipher any possible genetic predisposition underlying susceptibility to SARS-COV-2 and disease progression and host immune response.
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Affiliation(s)
- Meryem Fakhkhari
- Research Laboratory in Oral Biology and Biotechnology, Faculty of Dental Medicine, Mohammed V University in Rabat, Rabat, Morocco
| | - Hayat Caidi
- NARST Surveillance Unit, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA USA
| | - Khalid Sadki
- Research Laboratory in Oral Biology and Biotechnology, Faculty of Dental Medicine, Mohammed V University in Rabat, Rabat, Morocco
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21
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Dobrijević Z, Gligorijević N, Šunderić M, Penezić A, Miljuš G, Tomić S, Nedić O. The association of human leucocyte antigen (HLA) alleles with COVID-19 severity: A systematic review and meta-analysis. Rev Med Virol 2023; 33:e2378. [PMID: 35818892 PMCID: PMC9349710 DOI: 10.1002/rmv.2378] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 05/10/2022] [Accepted: 07/04/2022] [Indexed: 01/28/2023]
Abstract
Due to their pivotal role in orchestrating the immune response, HLA loci were recognized as candidates for genetic association studies related to the severity of COVID-19. Since the findings on the effects of HLA alleles on the outcome of SARS-CoV-2 infection remain inconclusive, we aimed to elucidate the potential involvement of genetic variability within HLA loci in the molecular genetics of COVID-19 by classifying the articles according to different disease severity/outcomes and by conducting a systematic review with meta-analysis. Potentially eligible studies were identified by searching PubMed, Scopus and Web of Science literature databases. A total of 28 studies with 13,073 participants were included in qualitative synthesis, while the results of 19 studies with 10,551 SARS-CoV-2-positive participants were pooled in the meta-analysis. According to the results of quantitative data synthesis, association with COVID-19 severity or with the lethal outcome was determined for the following alleles and allele families: HLA-A*01, HLA-A*03, HLA-A*11, HLA-A*23, HLA-A*31, HLA-A*68, HLA-A*68:02, HLA-B*07:02, HLA-B*14, HLA-B*15, HLA-B*40:02, HLA-B*51:01, HLA-B*53, HLA-B*54, HLA-B*54:01, HLA-C*04, HLA-C*04:01, HLA-C*06, HLA-C*07:02, HLA-DRB1*11, HLA-DRB1*15, HLA-DQB1*03 and HLA-DQB1*06 (assuming either allelic or dominant genetic model). We conclude that alleles of HLA-A, -B, -C, -DRB1 and -DQB1 loci may represent potential biomarkers of COVID-19 severity and/or mortality, which needs to be confirmed in a larger set of studies.
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Affiliation(s)
- Zorana Dobrijević
- Department for MetabolismUniversity of Belgrade—Institute for the Application of Nuclear EnergyBelgradeSerbia
| | - Nikola Gligorijević
- Department for MetabolismUniversity of Belgrade—Institute for the Application of Nuclear EnergyBelgradeSerbia
| | - Miloš Šunderić
- Department for MetabolismUniversity of Belgrade—Institute for the Application of Nuclear EnergyBelgradeSerbia
| | - Ana Penezić
- Department for MetabolismUniversity of Belgrade—Institute for the Application of Nuclear EnergyBelgradeSerbia
| | - Goran Miljuš
- Department for MetabolismUniversity of Belgrade—Institute for the Application of Nuclear EnergyBelgradeSerbia
| | - Sergej Tomić
- Department for Immunology and ImmunoparasitologyUniversity of Belgrade—Institute for the Application of Nuclear EnergyBelgradeSerbia
| | - Olgica Nedić
- Department for MetabolismUniversity of Belgrade—Institute for the Application of Nuclear EnergyBelgradeSerbia
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22
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Chen LC, Nersisyan S, Wu CJ, Chang CM, Tonevitsky A, Guo CL, Chang WC. On the peptide binding affinity changes in population-specific HLA repertoires to the SARS-CoV-2 variants Delta and Omicron. J Autoimmun 2022; 133:102952. [PMID: 36427410 PMCID: PMC9650568 DOI: 10.1016/j.jaut.2022.102952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/05/2022] [Accepted: 11/06/2022] [Indexed: 11/13/2022]
Abstract
OBJECTIVE To investigate the changes of Spike protein-HLA binding affinity profiles between the Wuhan strain and two dominant variants, the Delta and the Omicron strains, among the Taiwanese, the British and the Russian populations. METHODS The HLA frequencies and the HLA-peptide binding affinity profiles in the T-CoV database were combined to conduct the study. We focused on the public alleles in the three populations (HLA-A, HLA-B, HLA-C, HLA-DRB1, and/or HLA-DPA1/DPB1 alleles) and the altered peptides of the spike protein (compared to the Wuhan strain) in the Delta G/478K·V1 (B.1.617.2 + AY.1 + AY.2) and the Omicron (BA.1) strains. RESULTS For the Delta strain, tight bindings of the altered peptides to the HLA alleles decrease in all three populations and almost vanish in the Taiwanese population. For the Omicron strain, tight bindings are mostly preserved for both HLA classes and in the Taiwanese and the British populations, with a slight reduction in HLA class II in the Taiwanese (1.4%), while the Russian population preserves a relatively high fraction of tight bindings for both HLA classes. CONCLUSION We comprehensively reported the changes in the HLA-associated SARS-CoV-2 Spike protein peptide binding profiles among the Taiwanese, the British, and the Russian populations. Further studies are needed to understand the immunological mechanisms and the clinical value of our findings.
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Affiliation(s)
- Lu-Chun Chen
- Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Stepan Nersisyan
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia,Institute of Molecular Biology, The National Academy of Sciences of the Republic of Armenia, Yerevan, Armenia,Armenian Bioinformatics Institute (ABI), Yerevan, Armenia
| | - Chang-Jiun Wu
- Department of Genomic Medicine, University of Texas, MD Anderson Cancer Center. Houston Texas, USA
| | - Che-Mai Chang
- Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Alexander Tonevitsky
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia,Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| | - Chin-Lin Guo
- Institute of Physics, Academia Sinica, Taipei, Taiwan,Corresponding author. Institute of Physics, Academia Sinica, No. 128, Sec. 2, Academia Rd., Nangang Dist., Taipei City 115201, Taiwan. Tel.: (886) 988545414
| | - Wei-Chiao Chang
- Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan,Department of Medical Education and Research, Integrative Research Center for Critical Care, Wan fang Hospital, Taipei Medical University, Taipei, Taiwan,Master Program in Clinical Genomics and Proteomics, School of Pharmacy, Taipei Medical University, Taipei, Taiwan,Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan,Corresponding author. Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, No. 250 Wuxing St., Xinyi Dist., Taipei City 110, Taiwan. Tel.: (886) 928121979
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23
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Lu X, Yamasaki S. Current understanding of T cell immunity against SARS-CoV-2. Inflamm Regen 2022; 42:51. [PMID: 36447270 PMCID: PMC9706904 DOI: 10.1186/s41232-022-00242-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 11/17/2022] [Indexed: 11/30/2022] Open
Abstract
As an important part of adaptive immunity, T cells are indispensable in the defense against pathogens including viruses. SARS-CoV-2 is a new human coronavirus that occurred at the end of 2019 and has caused the COVID-19 pandemic. Nevertheless, most of the infected patients recovered without any antiviral therapies, suggesting an effective immunity developed in the bodies. T cell immunity responds upon SARS-CoV-2 infection or vaccination and plays crucial roles in eliminating the viruses and generating T cell memory. Specifically, a subpopulation of CD4+ T cells could support the production of anti-SARS-CoV-2 antibodies, and cytotoxic CD8+ T cells are also protective against the infection. SARS-CoV-2-recognizing T cells could be detected in SARS-CoV-2-unexposed donors, but the role of these cross-reactive T cells is still in debate. T cell responses could be diverse across individuals, mainly due to the polymorphism of HLAs. Thus, compared to antibodies, T cell responses are generally less affected by the mutations of SARS-CoV-2 variants. Up to now, a huge number of studies on SARS-CoV-2-responsive T cells have been published. In this review, we introduced some major findings addressing the questions in the main aspects about T cell responses elicited by SARS-CoV-2, to summarize the current understanding of COVID-19.
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Affiliation(s)
- Xiuyuan Lu
- grid.136593.b0000 0004 0373 3971Laboratory of Molecular Immunology, Immunology Frontier Research Center, Osaka University, Suita, 565-0871 Japan ,grid.136593.b0000 0004 0373 3971Epitope Analysis Team, Center for Advanced Modalities and DDS, Osaka University, Suita, 565-0871 Japan
| | - Sho Yamasaki
- grid.136593.b0000 0004 0373 3971Laboratory of Molecular Immunology, Immunology Frontier Research Center, Osaka University, Suita, 565-0871 Japan ,grid.136593.b0000 0004 0373 3971Epitope Analysis Team, Center for Advanced Modalities and DDS, Osaka University, Suita, 565-0871 Japan ,grid.136593.b0000 0004 0373 3971Department of Molecular Immunology, Research Institute for Microbial Diseases, Osaka University, Suita, 565-0871 Japan ,grid.136593.b0000 0004 0373 3971Center for Infectious Disease Education and Research (CiDER), Osaka University, Suita, 565-0871 Japan ,grid.177174.30000 0001 2242 4849Division of Molecular Design, Research Center for Systems Immunology, Medical Institute of Bioregulation, Kyushu University, Fukuoka, 812-8582 Japan
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24
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Tziastoudi M, Cholevas C, Stefanidis I, Theoharides TC. Genetics of COVID-19 and myalgic encephalomyelitis/chronic fatigue syndrome: a systematic review. Ann Clin Transl Neurol 2022; 9:1838-1857. [PMID: 36204816 PMCID: PMC9639636 DOI: 10.1002/acn3.51631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/06/2022] [Accepted: 07/07/2022] [Indexed: 01/08/2023] Open
Abstract
COVID‐19 and ME/CFS present with some similar symptoms, especially physical and mental fatigue. In order to understand the basis of these similarities and the possibility of underlying common genetic components, we performed a systematic review of all published genetic association and cohort studies regarding COVID‐19 and ME/CFS and extracted the genes along with the genetic variants investigated. We then performed gene ontology and pathway analysis of those genes that gave significant results in the individual studies to yield functional annotations of the studied genes using protein analysis through evolutionary relationships (PANTHER) VERSION 17.0 software. Finally, we identified the common genetic components of these two conditions. Seventy‐one studies for COVID‐19 and 26 studies for ME/CFS were included in the systematic review in which the expression of 97 genes for COVID‐19 and 429 genes for ME/CFS were significantly affected. We found that ACE, HLA‐A, HLA‐C, HLA‐DQA1, HLA‐DRB1, and TYK2 are the common genes that gave significant results. The findings of the pathway analysis highlight the contribution of inflammation mediated by chemokine and cytokine signaling pathways, and the T cell activation and Toll receptor signaling pathways. Protein class analysis revealed the contribution of defense/immunity proteins, as well as protein‐modifying enzymes. Our results suggest that the pathogenesis of both syndromes could involve some immune dysfunction.
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Affiliation(s)
- Maria Tziastoudi
- Department of Nephrology, Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Christos Cholevas
- First Department of Ophthalmology, Faculty of Health Sciences, Aristotle University, AHEPA Hospital, Thessaloniki, Greece
| | - Ioannis Stefanidis
- Department of Nephrology, Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Theoharis C Theoharides
- Institute of Neuro-Immune Medicine, Nova Southeastern University, Clearwater, FL, USA.,Laboratory of Molecular Immunopharmacology and Drug Discovery, Department of Immunology, Tufts University School of Medicine, Boston, Massachusetts, USA.,School of Graduate Biomedical Sciences, Tufts University School of Medicine, Boston, Massachusetts, USA.,Departments of Internal Medicine and Psychiatry, Tufts University School of Medicine and Tufts Medical Center, Boston, Massachusetts, USA
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25
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Ishak A, Mehendale M, AlRawashdeh MM, Sestacovschi C, Sharath M, Pandav K, Marzban S. The association of COVID-19 severity and susceptibility and genetic risk factors: A systematic review of the literature. Gene 2022; 836:146674. [PMID: 35714803 PMCID: PMC9195407 DOI: 10.1016/j.gene.2022.146674] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 05/27/2022] [Accepted: 06/10/2022] [Indexed: 11/15/2022]
Abstract
BACKGROUND COVID-19 is associated with several risk factors such as distinct ethnicities (genetic ancestry), races, sexes, age, pre-existing comorbidities, smoking, and genetics. The authors aim to evaluate the correlation between variability in the host genetics and the severity and susceptibility towards COVID-19 in this study. METHODS Following the PRISMA guidelines, we retrieved all the relevant articles published until September 15, 2021, from two online databases: PubMed and Scopus. FINDINGS High-risk HLA haplotypes, higher expression of ACE polymorphisms, and several genes of cellular proteases such as TMPRSS2, FURIN, TLL-1 increase the risk of susceptibility and severity of COVID-19. In addition, upregulation of several genes encoding for both innate and acquired immune systems proteins, mainly CCR5, IFNs, TLR, DPPs, and TNF, positively correlate with COVID-19 severity. However, reduced expression or polymorphisms in genes affecting TLR and IFNλ increase COVID-19 severity. CONCLUSION Higher expression, polymorphisms, mutations, and deletions of several genes are linked with the susceptibility, severity, and clinical outcomes of COVID-19. Early treatment and vaccination of individuals with genetic predisposition could help minimize the severity and mortality associated with COVID-19.
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Affiliation(s)
- Angela Ishak
- Department of Research & Academic Affairs, Larkin Community Hospital, South Miami, Florida, USA.
| | - Meghana Mehendale
- Department of Research & Academic Affairs, Larkin Community Hospital, South Miami, Florida, USA
| | - Mousa M AlRawashdeh
- Department of Research & Academic Affairs, Larkin Community Hospital, South Miami, Florida, USA; European University Cyprus - School of Medicine, Nicosia, Cyprus
| | - Cristina Sestacovschi
- Department of Research & Academic Affairs, Larkin Community Hospital, South Miami, Florida, USA
| | - Medha Sharath
- Department of Research & Academic Affairs, Larkin Community Hospital, South Miami, Florida, USA; Bangalore Medical College and Research Institute, Bangalore, Karnataka, India
| | - Krunal Pandav
- Department of Research & Academic Affairs, Larkin Community Hospital, South Miami, Florida, USA
| | - Sima Marzban
- Department of Research & Academic Affairs, Larkin Community Hospital, South Miami, Florida, USA
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26
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Davalos V, García-Prieto CA, Ferrer G, Aguilera-Albesa S, Valencia-Ramos J, Rodríguez-Palmero A, Ruiz M, Planas-Serra L, Jordan I, Alegría I, Flores-Pérez P, Cantarín V, Fumadó V, Viadero MT, Rodrigo C, Méndez-Hernández M, López-Granados E, Colobran R, Rivière JG, Soler-Palacín P, Pujol A, Esteller M. Epigenetic profiling linked to multisystem inflammatory syndrome in children (MIS-C): A multicenter, retrospective study. EClinicalMedicine 2022; 50:101515. [PMID: 35770252 PMCID: PMC9233426 DOI: 10.1016/j.eclinm.2022.101515] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 05/25/2022] [Accepted: 05/26/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Most children and adolescents infected with the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) remain asymptomatic or develop a mild coronavirus disease 2019 (COVID-19) that usually does not require medical intervention. However, a small proportion of pediatric patients develop a severe clinical condition, multisystem inflammatory syndrome in children (MIS-C). The involvement of epigenetics in the control of the immune response and viral activity prompted us to carry out an epigenomic study to uncover target loci regulated by DNA methylation that could be altered upon the appearance of MIS-C. METHODS Peripheral blood samples were recruited from 43 confirmed MIS-C patients. 69 non-COVID-19 pediatric samples and 15 COVID-19 pediatric samples without MIS-C were used as controls. The cases in the two groups were mixed and divided into discovery (MIS-C = 29 and non-MIS-C = 56) and validation (MIS-C = 14 and non-MIS-C = 28) cohorts, and balanced for age, gender and ethnic background. We interrogated 850,000 CpG sites of the human genome for DNA methylation variants. FINDINGS The DNA methylation content of 33 CpG loci was linked with the presence of MIS-C. Of these sites, 18 (54.5%) were located in described genes. The top candidate gene was the immune T-cell mediator ZEB2; and others highly ranked candidates included the regulator of natural killer cell functional competence SH2D1B; VWA8, which contains a domain of the Von Willebrand factor A involved in the pediatric hemostasis disease; and human leukocyte antigen complex member HLA-DRB1; in addition to pro-inflammatory genes such as CUL2 and AIM2. The identified loci were used to construct a DNA methylation profile (EPIMISC) that was associated with MIS-C in both cohorts. The EPIMISC signature was also overrepresented in Kawasaki disease patients, a childhood pathology with a possible viral trigger, that shares many of the clinical features of MIS-C. INTERPRETATION We have characterized DNA methylation loci that are associated with MIS-C diagnosis. The identified genes are likely contributors to the characteristic exaggerated host inflammatory response observed in these patients. The described epigenetic signature could also provide new targets for more specific therapies for the disorder. FUNDING Unstoppable campaign of Josep Carreras Leukaemia Foundation, Fundació La Marató de TV3, Cellex Foundation and CERCA Programme/Generalitat de Catalunya.
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Affiliation(s)
- Veronica Davalos
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
| | - Carlos A. García-Prieto
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
- Life Sciences Department, Barcelona Supercomputing Center (BSC), Barcelona, Catalonia, Spain
| | - Gerardo Ferrer
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Cancer (CIBERONC), Spain
| | | | | | - Agustí Rodríguez-Palmero
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Spain
- Germans Trias i Pujol Research Institute (IGTP), Universitat Autònoma de Barcelona (UAB), Badalona, Barcelona, Spain
| | - Montserrat Ruiz
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Spain
| | - Laura Planas-Serra
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Spain
| | - Iolanda Jordan
- Pediatric Critical Care Unit, Hospital Universitari Sant Joan de Deu, Barcelona, Catalonia, Spain
| | | | | | - Verónica Cantarín
- Pediatrics Department, Hospital Universitario Niño Jesús, Madrid, Spain
| | - Victoria Fumadó
- Unitat de Malalties Infeccioses i Importades, Servei de Pediatría, Infectious and Imported Diseases, Pediatric Unit, Hospital Universitari Sant Joan de Deú, Barcelona, Catalonia, Spain
| | - Maria Teresa Viadero
- Servicio de Pediatría del Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Carlos Rodrigo
- Germans Trias i Pujol Research Institute (IGTP), Universitat Autònoma de Barcelona (UAB), Badalona, Barcelona, Spain
| | - Maria Méndez-Hernández
- Germans Trias i Pujol Research Institute (IGTP), Universitat Autònoma de Barcelona (UAB), Badalona, Barcelona, Spain
| | - Eduardo López-Granados
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Spain
- Department of Immunology, La Paz University Hospital, Madrid, Spain; La Paz Institute of Biomedical Research, Madrid, Spain
| | - Roger Colobran
- Immunology Division, Department of Clinical and Molecular Genetics, Hospital Universitari Vall d'Hebron (HUVH), Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Jacques G. Rivière
- Pediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Universitari Vall d'Hebron (HUVH), Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Pere Soler-Palacín
- Pediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Universitari Vall d'Hebron (HUVH), Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Aurora Pujol
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
- Corresponding author at: Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08908 Barcelona, Catalonia, Spain.
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Cancer (CIBERONC), Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Catalonia, Spain
- Corresponding author at: Josep Carreras Leukaemia Research Institute (IJC), Carretera de Can Ruti, Camí de les Escoles s/n, 08916 Badalona, Barcelona, Catalonia, Spain.
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27
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Augusto DG, Hollenbach JA. HLA variation and antigen presentation in COVID-19 and SARS-CoV-2 infection. Curr Opin Immunol 2022; 76:102178. [PMID: 35462277 PMCID: PMC8947957 DOI: 10.1016/j.coi.2022.102178] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 02/26/2022] [Accepted: 03/16/2022] [Indexed: 01/09/2023]
Abstract
The extraordinary variation of the human leukocyte antigen (HLA) molecules is critical for diversifying antigen presentation to T cells. Coupled with the rise of novel strains and rapidly evolving immune evasion by SARS-CoV-2 proteins, HLA-mediated immunity in COVID-19 is critically important but far from being fully understood. A growing number of studies have found the association of HLA variants with different COVID-19 outcomes and that HLA genotypes associate with differential immune responses against SARS-CoV-2. Prediction studies have shown that mutations in multiple viral strains, most concentrated in the Spike protein, affect the affinity between these mutant peptides and HLA molecules. Understanding the impact of this variation on T-cell responses is critical for comprehending the immunogenic mechanisms in both natural immunity and vaccine development.
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Affiliation(s)
- Danillo G Augusto
- Department of Neurology, University of California, San Francisco,
CA, USA,Programa de Pós-Graduação em Genética, Universidade Federal do
Paraná, Curitiba, Brazil
| | - Jill A Hollenbach
- Department of Neurology, University of California, San Francisco,
CA, USA,Department of Epidemiology and Biostatistics, University of
California, San Francisco, CA, USA
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28
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Human Leukocyte Antigen (HLA) System: Genetics and Association with Bacterial and Viral Infections. J Immunol Res 2022; 2022:9710376. [PMID: 35664353 PMCID: PMC9162874 DOI: 10.1155/2022/9710376] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 05/08/2022] [Indexed: 12/19/2022] Open
Abstract
The human leukocyte antigen (HLA) system is one of the most crucial host factors influencing disease progression in bacterial and viral infections. This review provides the basic concepts of the structure and function of HLA molecules in humans. Here, we highlight the main findings on the associations between HLA class I and class II alleles and susceptibility to important infectious diseases such as tuberculosis, leprosy, melioidosis, Staphylococcus aureus infection, human immunodeficiency virus infection, coronavirus disease 2019, hepatitis B, and hepatitis C in populations worldwide. Finally, we discuss challenges in HLA typing to predict disease outcomes in clinical implementation. Evaluation of the impact of HLA variants on the outcome of bacterial and viral infections would improve the understanding of pathogenesis and identify those at risk from infectious diseases in distinct populations and may improve the individual treatment.
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29
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Buckley PR, Lee CH, Pereira Pinho M, Ottakandathil Babu R, Woo J, Antanaviciute A, Simmons A, Ogg G, Koohy H. HLA-dependent variation in SARS-CoV-2 CD8 + T cell cross-reactivity with human coronaviruses. Immunology 2022; 166:78-103. [PMID: 35143694 PMCID: PMC9111820 DOI: 10.1111/imm.13451] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 11/26/2021] [Accepted: 01/17/2022] [Indexed: 11/29/2022] Open
Abstract
The conditions and extent of cross-protective immunity between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and common-cold human coronaviruses (HCoVs) remain open despite several reports of pre-existing T cell immunity to SARS-CoV-2 in individuals without prior exposure. Using a pool of functionally evaluated SARS-CoV-2 peptides, we report a map of 126 immunogenic peptides with high similarity to 285 MHC-presented peptides from at least one HCoV. Employing this map of SARS-CoV-2-non-homologous and homologous immunogenic peptides, we observe several immunogenic peptides with high similarity to human proteins, some of which have been reported to have elevated expression in severe COVID-19 patients. After combining our map with SARS-CoV-2-specific TCR repertoire data from COVID-19 patients and healthy controls, we show that public repertoires for the majority of convalescent patients are dominated by TCRs cognate to non-homologous SARS-CoV-2 peptides. We find that for a subset of patients, >50% of their public SARS-CoV-2-specific repertoires consist of TCRs cognate to homologous SARS-CoV-2-HCoV peptides. Further analysis suggests that this skewed distribution of TCRs cognate to homologous or non-homologous peptides in COVID-19 patients is likely to be HLA-dependent. Finally, we provide 10 SARS-CoV-2 peptides with known cognate TCRs that are conserved across multiple coronaviruses and are predicted to be recognized by a high proportion of the global population. These findings may have important implications for COVID-19 heterogeneity, vaccine-induced immune responses, and robustness of immunity to SARS-CoV-2 and its variants.
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Affiliation(s)
- Paul R. Buckley
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
- MRC WIMM Centre for Computational BiologyMedical Research Council (MRC) Weatherall Institute of Molecular MedicineJohn Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Chloe H. Lee
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
- MRC WIMM Centre for Computational BiologyMedical Research Council (MRC) Weatherall Institute of Molecular MedicineJohn Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Mariana Pereira Pinho
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Rosana Ottakandathil Babu
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
- MRC WIMM Centre for Computational BiologyMedical Research Council (MRC) Weatherall Institute of Molecular MedicineJohn Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Jeongmin Woo
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
- MRC WIMM Centre for Computational BiologyMedical Research Council (MRC) Weatherall Institute of Molecular MedicineJohn Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Agne Antanaviciute
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
- MRC WIMM Centre for Computational BiologyMedical Research Council (MRC) Weatherall Institute of Molecular MedicineJohn Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Alison Simmons
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Graham Ogg
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
| | - Hashem Koohy
- MRC Human Immunology Unit, Medical Research Council (MRC) Human Immunology UnitMRC Weatherall Institute of Molecular Medicine (WIMM)John Radcliffe HospitalUniversity of OxfordOxfordUK
- MRC WIMM Centre for Computational BiologyMedical Research Council (MRC) Weatherall Institute of Molecular MedicineJohn Radcliffe HospitalUniversity of OxfordOxfordUK
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30
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Nishida N, Sugiyama M, Kawai Y, Naka I, Iwamoto N, Suzuki T, Suzuki M, Miyazato Y, Suzuki S, Izumi S, Hojo M, Tsuchiura T, Ishikawa M, Ohashi J, Ohmagari N, Tokunaga K, Mizokami M. Genetic association of IL17 and the importance of ABO blood group antigens in saliva to COVID-19. Sci Rep 2022; 12:3854. [PMID: 35264675 PMCID: PMC8907215 DOI: 10.1038/s41598-022-07856-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 02/25/2022] [Indexed: 12/14/2022] Open
Abstract
The outbreak of COVID-19 caused by infection with SARS-CoV-2 virus has become a worldwide pandemic, and the number of patients presenting with respiratory failure is rapidly increasing in Japan. An international meta-analysis has been conducted to identify genetic factors associated with the onset and severity of COVID-19, but these factors have yet to be fully clarified. Here, we carried out genomic analysis based on a genome-wide association study (GWAS) in Japanese COVID-19 patients to determine whether genetic factors reported to be associated with the onset or severity of COVID-19 in the international meta-GWAS are replicated in the Japanese population, and whether new genetic factors exist. Although no significant genome-wide association was detected in the Japanese GWAS, an integrated analysis with the international meta-GWAS identified for the first time the involvement of the IL17A/IL17F gene in the severity of COVID-19. Among nine genes reported in the international meta-GWAS as genes involved in the onset of COVID-19, the association of FOXP4-AS1, ABO, and IFNAR2 genes was replicated in the Japanese population. Moreover, combined analysis of ABO and FUT2 genotypes revealed that the presence of oral AB antigens was significantly associated with the onset of COVID-19. FOXP4-AS1 and IFNAR2 were also significantly associated in the integrated analysis of the Japanese GWAS and international meta-GWAS when compared with severe COVID-19 cases and the general population. This made it clear that these two genes were also involved in not only the onset but also the severity of COVID-19. In particular, FOXP4-AS1 was not found to be associated with the severity of COVID-19 in the international meta-GWAS, but an integrated analysis with the Japanese GWAS revealed an association with severity. Individuals with the SNP risk allele found between IL17A and IL17F had significantly lower mRNA expression levels of IL17F, suggesting that activation of the innate immune response by IL17F may play an important role in the severity of SARS-CoV-2 infection.
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Affiliation(s)
- Nao Nishida
- Genome Medical Science Project, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Chiba, Ichikawa, 272-8516, Japan.
| | - Masaya Sugiyama
- Genome Medical Science Project, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Chiba, Ichikawa, 272-8516, Japan
| | - Yosuke Kawai
- Genome Medical Science Project, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Izumi Naka
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Noriko Iwamoto
- Disease Control and Prevention Center, National Center for Global Health and Medicine Hospital, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Tetsuya Suzuki
- Disease Control and Prevention Center, National Center for Global Health and Medicine Hospital, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Michiyo Suzuki
- Disease Control and Prevention Center, National Center for Global Health and Medicine Hospital, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Yusuke Miyazato
- Disease Control and Prevention Center, National Center for Global Health and Medicine Hospital, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Satoshi Suzuki
- Biobank, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Shinyu Izumi
- Department of Respiratory Medicine, National Center for Global Health and Medicine Hospital, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Masayuki Hojo
- Department of Respiratory Medicine, National Center for Global Health and Medicine Hospital, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Takayo Tsuchiura
- Genome Medical Science Project, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Chiba, Ichikawa, 272-8516, Japan
| | - Miyuki Ishikawa
- Genome Medical Science Project, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Chiba, Ichikawa, 272-8516, Japan
| | - Jun Ohashi
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Norio Ohmagari
- Disease Control and Prevention Center, National Center for Global Health and Medicine Hospital, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Masashi Mizokami
- Genome Medical Science Project, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Chiba, Ichikawa, 272-8516, Japan
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31
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Koga M, Senkoji T, Kubota M, Ishizaka A, Mizutani T, Sedohara A, Ikeuchi K, Kikuchi T, Adachi E, Saito M, Koibuchi T, Hosomichi K, Ohashi J, Kawana-Tachikawa A, Matano T, Tsutsumi T, Yotsuyanagi H. Predictors associated with a better response to the Japanese aluminum-free hepatitis A vaccine, Aimmugen ® , for people living with HIV. Hepatol Res 2022; 52:227-234. [PMID: 34825436 DOI: 10.1111/hepr.13736] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 11/14/2021] [Accepted: 11/23/2021] [Indexed: 12/13/2022]
Abstract
AIM After the hepatitis A virus (HAV) outbreak among men who have sex with men (MSM) around 2018, the importance of HAV vaccination was emphasized, especially for MSM-living with human immunodeficiency virus (MSM-LWHIV). Aimmugen® is licensed and distributed exclusively in Japan. While administration of three doses is recommended, 85% of recipients in the general population were reported to acquire seroprotection after the second dose. In this study, we evaluated the efficacy of two or three vaccine doses along with predictors associated with the response to Aimmugen® in MSM-LWHIV. METHODS We retrospectively examined anti-HA-IgG titers of MSM-LWHIV vaccinated with Aimmugen® in our hospital. Patients' data were collected from medical records. RESULTS Between January 2018 and October 2019, 141 subjects whose median age was 46 years old, were examined. All the subjects were on antiretroviral therapy (ART) and the median CD4 count was 615/μL. The acquisition rate of protectable anti-HA-IgG titers after the second and third dose was 71.1% and 98.6%, respectively. In 114 subjects whose anti-HA-IgG titers were tested after the second-dose, factors significantly associated with better response were prolonged ART duration and higher CD4 count. The titers of anti-HA-IgG after the third dose were higher in those who became seropositive after the second-dose than those who did not. CONCLUSIONS Three-dose of Aimmugen® for MSM-LWHIV was effective while two-dose was less effective compared to non-HIV-infected people. People-LWHIV with shorter duration of ART and lesser CD4 cell count achieved lower titers of anti-HA-IgG and might require an additional vaccination.
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Affiliation(s)
- Michiko Koga
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Tomoe Senkoji
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Megumi Kubota
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Aya Ishizaka
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Taketoshi Mizutani
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Ayako Sedohara
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Kazuhiko Ikeuchi
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Tadashi Kikuchi
- Department of Infectious Diseases and Applied Immunology, Hospital of the Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Eisuke Adachi
- Department of Infectious Diseases and Applied Immunology, Hospital of the Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Makoto Saito
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Tomohiko Koibuchi
- Department of Infectious Diseases and Applied Immunology, Hospital of the Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | | | - Jun Ohashi
- Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo, Japan
| | - Ai Kawana-Tachikawa
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Tetsuro Matano
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Takeya Tsutsumi
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Hiroshi Yotsuyanagi
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan.,Department of Infectious Diseases and Applied Immunology, Hospital of the Institute of Medical Science, University of Tokyo, Tokyo, Japan
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32
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Crocchiolo R, Gallina AM, Pani A, Campisi D, Cento V, Sacchi N, Miotti V, Gagliardi OM, D'Amico F, Vismara C, Cornacchini G, Lando G, Cuppari I, Scaglione F, Rossini S. Polymorphism of the HLA system and weak antibody response to BNT162b2 mRNA vaccine. HLA 2022; 99:183-191. [PMID: 35025131 DOI: 10.1111/tan.14546] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 01/05/2022] [Accepted: 01/07/2022] [Indexed: 11/30/2022]
Abstract
The polymorphism of the HLA system has been extensively studied in COVID-19 infection, however there are no data about the role of HLA on vaccine response. We report here the HLA-A, -B, -C, and DRB1 allelic frequencies of n = 111 individuals after BNT162b2 mRNA vaccine, selected on the basis of lower antibody levels (<5% percentile) after the second dose among a total of n = 2569 vaccinees, and compare them with the frequencies of a reference population. We found that differences in the frequencies of the alleles HLA-A*03:01, A*33:03, B*58:01 and at least one haplotype (HLA-A*24:02~C*07:01~B*18:01~DRB1*11:04) are associated with a weaker antibody response after vaccination, together with the age of vaccinees. Our results might suggest a role played by some HLA alleles or haplotypes in antibody production after the BNT162b2 mRNA vaccine, giving insights into the tracking of potentially susceptible individuals across populations. Further studies are needed to better define our exploratory findings and dissect the role of HLA polymorphism on response to anti-COVID-19 vaccines.
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Affiliation(s)
- Roberto Crocchiolo
- Servizio di Immunoematologia e Medicina Trasfusionale, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Anna Maria Gallina
- Italian Bone Marrow Donor Registry, E. O. Ospedali Galliera, Genoa, Italy
| | - Arianna Pani
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Chemical-Clinical and Microbiological Analyses, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Daniela Campisi
- Chemical-Clinical and Microbiological Analyses, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Valeria Cento
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Chemical-Clinical and Microbiological Analyses, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Nicoletta Sacchi
- Italian Bone Marrow Donor Registry, E. O. Ospedali Galliera, Genoa, Italy
| | - Valeria Miotti
- Laboratory of Immunogenetics, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Oscar Matteo Gagliardi
- Postgraduate School of Clinical Pharmacology and Toxicology, Università degli Studi di Milano, Milan, Italy
| | - Federico D'Amico
- Department of Infectious Diseases Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Chiara Vismara
- Chemical-Clinical and Microbiological Analyses, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giorgia Cornacchini
- Servizio di Immunoematologia e Medicina Trasfusionale, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giuliana Lando
- Servizio di Immunoematologia e Medicina Trasfusionale, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Irene Cuppari
- Servizio di Immunoematologia e Medicina Trasfusionale, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Francesco Scaglione
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Chemical-Clinical and Microbiological Analyses, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Silvano Rossini
- Servizio di Immunoematologia e Medicina Trasfusionale, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
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33
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da Silva Torres MK, Bichara CDA, de Almeida MDNDS, Vallinoto MC, Queiroz MAF, Vallinoto IMVC, dos Santos EJM, de Carvalho CAM, Vallinoto ACR. The Complexity of SARS-CoV-2 Infection and the COVID-19 Pandemic. Front Microbiol 2022; 13:789882. [PMID: 35222327 PMCID: PMC8870622 DOI: 10.3389/fmicb.2022.789882] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 01/04/2022] [Indexed: 12/12/2022] Open
Abstract
The pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) led to the death of millions of people worldwide and thousands more infected individuals developed sequelae due to the disease of the new coronavirus of 2019 (COVID-19). The development of several studies has contributed to the knowledge about the evolution of SARS-CoV2 infection and the disease to more severe forms. Despite this information being debated in the scientific literature, many mechanisms still need to be better understood in order to control the spread of the virus and treat clinical cases of COVID-19. In this article, we carried out an extensive literature review in order to bring together, in a single article, the biological, social, genetic, diagnostic, therapeutic, immunization, and even socioeconomic aspects that impact the SAR-CoV-2 pandemic. This information gathered in this article will enable a broad and consistent reading of the main aspects related to the current pandemic.
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Affiliation(s)
- Maria Karoliny da Silva Torres
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém, Brazil
| | - Carlos David Araújo Bichara
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém, Brazil
| | - Maria de Nazaré do Socorro de Almeida
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém, Brazil
- Laboratory of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
| | - Mariana Cayres Vallinoto
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
- University Center of the State of Pará, Belém, Brazil
| | - Maria Alice Freitas Queiroz
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém, Brazil
| | | | - Eduardo José Melo dos Santos
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém, Brazil
- Laboratory of Complex Diseases, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
| | | | - Antonio Carlos R. Vallinoto
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém, Brazil
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém, Brazil
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34
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Deb P, Zannat K, Talukder S, Bhuiyan AH, Jilani MSA, Saif‐Ur‐Rahman KM. Association of
HLA
gene polymorphism with susceptibility, severity, and mortality of
COVID
‐19: A systematic review. HLA 2022; 99:281-312. [PMID: 35067002 DOI: 10.1111/tan.14560] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 12/22/2021] [Accepted: 01/20/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Paroma Deb
- Department of Virology Dhaka Medical College Dhaka Bangladesh
| | | | - Shiny Talukder
- Rangamati General Hospital PCR Laboratory Rangamati Bangladesh
| | | | - Md. Shariful Alam Jilani
- Department of Microbiology Ibrahim Medical College Dhaka Bangladesh
- Department of Microbiology BIRDEM General Hospital Dhaka Bangladesh
| | - K. M. Saif‐Ur‐Rahman
- Health Systems and Population Studies Division, icddr,b Dhaka Bangladesh
- Department of Public Health and Health Systems Nagoya University Graduate School of Medicine Nagoya Japan
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35
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Geronikolou SA, Takan I, Pavlopoulou A, Mantzourani M, Chrousos GP. Thrombocytopenia in COVID‑19 and vaccine‑induced thrombotic thrombocytopenia. Int J Mol Med 2022; 49:35. [PMID: 35059730 PMCID: PMC8815408 DOI: 10.3892/ijmm.2022.5090] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 12/28/2021] [Indexed: 12/16/2022] Open
Abstract
The highly heterogeneous symptomatology and unpredictable progress of COVID-19 triggered unprecedented intensive biomedical research and a number of clinical research projects. Although the pathophysiology of the disease is being progressively clarified, its complexity remains vast. Moreover, some extremely infrequent cases of thrombotic thrombocytopenia following vaccination against SARS-CoV-2 infection have been observed. The present study aimed to map the signaling pathways of thrombocytopenia implicated in COVID-19, as well as in vaccine-induced thrombotic thrombocytopenia (VITT). The biomedical literature database, MEDLINE/PubMed, was thoroughly searched using artificial intelligence techniques for the semantic relations among the top 50 similar words (>0.9) implicated in COVID-19-mediated human infection or VITT. Additionally, STRING, a database of primary and predicted associations among genes and proteins (collected from diverse resources, such as documented pathway knowledge, high-throughput experimental studies, cross-species extrapolated information, automated text mining results, computationally predicted interactions, etc.), was employed, with the confidence threshold set at 0.7. In addition, two interactomes were constructed: i) A network including 119 and 56 nodes relevant to COVID-19 and thrombocytopenia, respectively; and ii) a second network containing 60 nodes relevant to VITT. Although thrombocytopenia is a dominant morbidity in both entities, three nodes were observed that corresponded to genes (AURKA, CD46 and CD19) expressed only in VITT, whilst ADAM10, CDC20, SHC1 and STXBP2 are silenced in VITT, but are commonly expressed in both COVID-19 and thrombocytopenia. The calculated average node degree was immense (11.9 in COVID-19 and 6.43 in VITT), illustrating the complexity of COVID-19 and VITT pathologies and confirming the importance of cytokines, as well as of pathways activated following hypoxic events. In addition, PYCARD, NLP3 and P2RX7 are key potential therapeutic targets for all three morbid entities, meriting further research. This interactome was based on wild-type genes, revealing the predisposition of the body to hypoxia-induced thrombosis, leading to the acute COVID-19 phenotype, the 'long-COVID syndrome', and/or VITT. Thus, common nodes appear to be key players in illness prevention, progression and treatment.
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Affiliation(s)
- Styliani A Geronikolou
- Clinical, Translational and Experimental Surgery Research Centre, Biomedical Research Foundation Academy of Athens, 11527 Athens, Greece
| | - Işil Takan
- Izmir Biomedicine and Genome Center (IBG), 35340 Izmir, Turkey
| | | | - Marina Mantzourani
- First Department of Internal Medicine, Laiko Hospital, National and Kapodistrian University of Athens Medical School, 11527 Athens, Greece
| | - George P Chrousos
- Clinical, Translational and Experimental Surgery Research Centre, Biomedical Research Foundation Academy of Athens, 11527 Athens, Greece
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36
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Francis JM, Leistritz-Edwards D, Dunn A, Tarr C, Lehman J, Dempsey C, Hamel A, Rayon V, Liu G, Wang Y, Wille M, Durkin M, Hadley K, Sheena A, Roscoe B, Ng M, Rockwell G, Manto M, Gienger E, Nickerson J, Moarefi A, Noble M, Malia T, Bardwell PD, Gordon W, Swain J, Skoberne M, Sauer K, Harris T, Goldrath AW, Shalek AK, Coyle AJ, Benoist C, Pregibon DC. Allelic variation in class I HLA determines CD8 + T cell repertoire shape and cross-reactive memory responses to SARS-CoV-2. Sci Immunol 2022; 7:eabk3070. [PMID: 34793243 PMCID: PMC9017864 DOI: 10.1126/sciimmunol.abk3070] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Effective presentation of antigens by HLA class I molecules to CD8+ T cells is required for viral elimination and generation of long-term immunological memory. In this study, we applied a single-cell, multi-omic technology to generate a unified ex vivo characterization of the CD8+ T cell response to SARS-CoV-2 across 4 major HLA class I alleles. We found that HLA genotype conditions key features of epitope specificity, TCR α/β sequence diversity, and the utilization of pre-existing SARS-CoV-2 reactive memory T cell pools. Single-cell transcriptomics revealed functionally diverse T cell phenotypes of SARS-CoV-2-reactive T cells, associated with both disease stage and epitope specificity. Our results show that HLA variations significantly influence the CD8+ T cell repertoire shape and utilization of immune recall upon SARS-CoV-2 infection.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Gang Liu
- Repertoire Immune Medicines, Cambridge, MA, USA
| | | | | | | | - Kane Hadley
- Repertoire Immune Medicines, Cambridge, MA, USA
| | | | | | - Mark Ng
- Repertoire Immune Medicines, Cambridge, MA, USA
| | | | | | | | | | -
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | | | | | | | | | | | | | - Tim Harris
- Repertoire Immune Medicines, Cambridge, MA, USA
| | - Ananda W Goldrath
- Division of Biological Sciences, Molecular Biology Section, University of California, San Diego, San Diego, CA, USA
| | - Alex K Shalek
- Repertoire Immune Medicines, Cambridge, MA, USA.,Department of Chemistry and Koch Institute for Integrative Cancer Research, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
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37
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Patarroyo ME, Patarroyo MA, Alba MP, Pabon L, Rugeles MT, Aguilar-Jimenez W, Florez L, Bermudez A, Rout AK, Griesinger C, Suarez CF, Aza-Conde J, Reyes C, Avendaño C, Samacá J, Camargo A, Silva Y, Forero M, Gonzalez E. The First Chemically-Synthesised, Highly Immunogenic Anti-SARS-CoV-2 Peptides in DNA Genotyped Aotus Monkeys for Human Use. Front Immunol 2021; 12:724060. [PMID: 34539660 PMCID: PMC8446425 DOI: 10.3389/fimmu.2021.724060] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 08/02/2021] [Indexed: 12/12/2022] Open
Abstract
Thirty-five peptides selected from functionally-relevant SARS-CoV-2 spike (S), membrane (M), and envelope (E) proteins were suitably modified for immunising MHC class II (MHCII) DNA-genotyped Aotus monkeys and matched with HLA-DRβ1* molecules for use in humans. This was aimed at producing the first minimal subunit-based, chemically-synthesised, immunogenic molecules (COLSARSPROT) covering several HLA alleles. They were predicted to cover 48.25% of the world’s population for 6 weeks (short-term) and 33.65% for 15 weeks (long-lasting) as they induced very high immunofluorescent antibody (IFA) and ELISA titres against S, M and E parental native peptides, SARS-CoV-2 neutralising antibodies and host cell infection. The same immunological methods that led to identifying new peptides for inclusion in the COLSARSPROT mixture were used for antigenicity studies. Peptides were analysed with serum samples from patients suffering mild or severe SARS-CoV-2 infection, thereby increasing chemically-synthesised peptides’ potential coverage for the world populations up to 62.9%. These peptides’ 3D structural analysis (by 1H-NMR acquired at 600 to 900 MHz) suggested structural-functional immunological association. This first multi-protein, multi-epitope, minimal subunit-based, chemically-synthesised, highly immunogenic peptide mixture highlights such chemical synthesis methodology’s potential for rapidly obtaining very pure, highly reproducible, stable, cheap, easily-modifiable peptides for inducing immune protection against COVID-19, covering a substantial percentage of the human population.
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Affiliation(s)
- Manuel E Patarroyo
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia.,Universidad Santo Tomás, Bogotá, Colombia
| | - Manuel A Patarroyo
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Martha P Alba
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Laura Pabon
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - María T Rugeles
- Grupo Inmunovirología, Universidad de Antioquia, Medellín, Colombia
| | | | - Lizdany Florez
- Grupo Inmunovirología, Universidad de Antioquia, Medellín, Colombia
| | - Adriana Bermudez
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Ashok K Rout
- Department of NMR Based Structural Biology, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Christian Griesinger
- Department of NMR Based Structural Biology, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Carlos F Suarez
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Jorge Aza-Conde
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - César Reyes
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Catalina Avendaño
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia.,Universidad de Ciencias Aplicadas y Ambientales (U.D.C.A), Bogotá, Colombia
| | - Jhoan Samacá
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Anny Camargo
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Yolanda Silva
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Martha Forero
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
| | - Edgardo Gonzalez
- Fundación Instituto de Inmunología de Colombia (FIDIC), Bogotá, Colombia
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38
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Aguiar VRC, Augusto DG, Castelli EC, Hollenbach JA, Meyer D, Nunes K, Petzl-Erler ML. An immunogenetic view of COVID-19. Genet Mol Biol 2021; 44:e20210036. [PMID: 34436508 PMCID: PMC8388242 DOI: 10.1590/1678-4685-gmb-2021-0036] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 06/12/2021] [Indexed: 02/06/2023] Open
Abstract
Meeting the challenges brought by the COVID-19 pandemic requires an interdisciplinary approach. In this context, integrating knowledge of immune function with an understanding of how genetic variation influences the nature of immunity is a key challenge. Immunogenetics can help explain the heterogeneity of susceptibility and protection to the viral infection and disease progression. Here, we review the knowledge developed so far, discussing fundamental genes for triggering the innate and adaptive immune responses associated with a viral infection, especially with the SARS-CoV-2 mechanisms. We emphasize the role of the HLA and KIR genes, discussing what has been uncovered about their role in COVID-19 and addressing methodological challenges of studying these genes. Finally, we comment on questions that arise when studying admixed populations, highlighting the case of Brazil. We argue that the interplay between immunology and an understanding of genetic associations can provide an important contribution to our knowledge of COVID-19.
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Affiliation(s)
- Vitor R. C. Aguiar
- Universidade de São Paulo, Departamento de Genética e Biologia
Evolutiva, São Paulo, SP, Brazil
| | - Danillo G. Augusto
- University of California, UCSF Weill Institute for Neurosciences,
Department of Neurology, San Francisco, CA, USA
- Universidade Federal do Paraná, Departamento de Genética, Curitiba,
PR, Brazil
| | - Erick C. Castelli
- Universidade Estadual Paulista, Faculdade de Medicina de Botucatu,
Departamento de Patologia, Botucatu, SP, Brazil
| | - Jill A. Hollenbach
- University of California, UCSF Weill Institute for Neurosciences,
Department of Neurology, San Francisco, CA, USA
| | - Diogo Meyer
- Universidade de São Paulo, Departamento de Genética e Biologia
Evolutiva, São Paulo, SP, Brazil
| | - Kelly Nunes
- Universidade de São Paulo, Departamento de Genética e Biologia
Evolutiva, São Paulo, SP, Brazil
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39
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Anzurez A, Naka I, Miki S, Nakayama-Hosoya K, Isshiki M, Watanabe Y, Nakamura-Hoshi M, Seki S, Matsumura T, Takano T, Onodera T, Adachi Y, Moriyama S, Terahara K, Tachikawa N, Yoshimura Y, Sasaki H, Horiuchi H, Miyata N, Miyazaki K, Koga M, Ikeuchi K, Nagai H, Saito M, Adachi E, Yotsuyanagi H, Kutsuna S, Kawashima A, Miyazato Y, Kinoshita N, Kouno C, Tanaka K, Takahashi Y, Suzuki T, Matano T, Ohashi J, Kawana-Tachikawa A. Association of HLA-DRB1*09:01 with severe COVID-19. HLA 2021; 98:37-42. [PMID: 33734601 PMCID: PMC8251239 DOI: 10.1111/tan.14256] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 02/17/2021] [Accepted: 03/09/2021] [Indexed: 01/06/2023]
Abstract
HLA‐A, ‐C, ‐B, and ‐DRB1 genotypes were analyzed in 178 Japanese COVID‐19 patients to investigate the association of HLA with severe COVID‐19. Analysis of 32 common HLA alleles at four loci revealed a significant association between HLA‐DRB1*09:01 and severe COVID‐19 (odds ratio [OR], 3.62; 95% CI, 1.57–8.35; p = 0.00251 [permutation p value = 0.0418]) when age, sex, and other common HLA alleles at the DRB1 locus were adjusted. The DRB1*09:01 allele was more significantly associated with risk for severe COVID‐19 compared to preexisting medical conditions such as hypertension, diabetes, and cardiovascular diseases. These results indicate a potential role for HLA in predisposition to severe COVID‐19.
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Affiliation(s)
- Alitzel Anzurez
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan.,Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Izumi Naka
- Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo, Japan
| | - Shoji Miki
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | | | - Mariko Isshiki
- Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo, Japan
| | - Yusuke Watanabe
- Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo, Japan
| | | | - Sayuri Seki
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Takayuki Matsumura
- Department of Immunology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Tomohiro Takano
- Department of Immunology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Taishi Onodera
- Department of Immunology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yu Adachi
- Department of Immunology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Saya Moriyama
- Department of Immunology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Kazutaka Terahara
- Department of Immunology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Natsuo Tachikawa
- Department of Infectious Diseases, Yokohama Municipal Citizens' Hospital, Kanagawa, Japan
| | - Yoshihiro Yoshimura
- Department of Infectious Diseases, Yokohama Municipal Citizens' Hospital, Kanagawa, Japan
| | - Hiroaki Sasaki
- Department of Infectious Diseases, Yokohama Municipal Citizens' Hospital, Kanagawa, Japan
| | - Hiroshi Horiuchi
- Department of Infectious Diseases, Yokohama Municipal Citizens' Hospital, Kanagawa, Japan
| | - Nobuyuki Miyata
- Department of Infectious Diseases, Yokohama Municipal Citizens' Hospital, Kanagawa, Japan
| | - Kazuhito Miyazaki
- Department of Infectious Diseases, Yokohama Municipal Citizens' Hospital, Kanagawa, Japan
| | - Michiko Koga
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Kazuhiko Ikeuchi
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Hiroyuki Nagai
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Makoto Saito
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Eisuke Adachi
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Hiroshi Yotsuyanagi
- Division of Infectious Diseases, Advanced Clinical Research Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Satoshi Kutsuna
- Disease Control and Prevention Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Akira Kawashima
- Disease Control and Prevention Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Yusuke Miyazato
- Disease Control and Prevention Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Noriko Kinoshita
- Disease Control and Prevention Center, National Center for Global Health and Medicine, Tokyo, Japan
| | | | | | - Yoshimasa Takahashi
- Department of Immunology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Tadaki Suzuki
- Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan
| | - Tetsuro Matano
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan.,Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan.,Department of AIDS Vaccine Development, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Jun Ohashi
- Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo, Japan
| | - Ai Kawana-Tachikawa
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan.,Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan.,Department of AIDS Vaccine Development, Institute of Medical Science, University of Tokyo, Tokyo, Japan
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