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Xu ZM, Gnouamozi GE, Rüeger S, Shea PR, Buti M, Chan HL, Marcellin P, Lawless D, Naret O, Zeller M, Schneuing A, Scheck A, Junier T, Moradpour D, Podlaha O, Suri V, Gaggar A, Subramanian M, Correia B, Gfeller D, Urban S, Fellay J. Joint host-pathogen genomic analysis identifies hepatitis B virus mutations associated with human NTCP and HLA class I variation. Am J Hum Genet 2024; 111:1018-1034. [PMID: 38749427 DOI: 10.1016/j.ajhg.2024.04.013] [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: 01/08/2024] [Revised: 04/17/2024] [Accepted: 04/18/2024] [Indexed: 06/09/2024] Open
Abstract
Evolutionary changes in the hepatitis B virus (HBV) genome could reflect its adaptation to host-induced selective pressure. Leveraging paired human exome and ultra-deep HBV genome-sequencing data from 567 affected individuals with chronic hepatitis B, we comprehensively searched for the signatures of this evolutionary process by conducting "genome-to-genome" association tests between all human genetic variants and viral mutations. We identified significant associations between an East Asian-specific missense variant in the gene encoding the HBV entry receptor NTCP (rs2296651, NTCP S267F) and mutations within the receptor-binding region of HBV preS1. Through in silico modeling and in vitro preS1-NTCP binding assays, we observed that the associated HBV mutations are in proximity to the NTCP variant when bound and together partially increase binding affinity to NTCP S267F. Furthermore, we identified significant associations between HLA-A variation and viral mutations in HLA-A-restricted T cell epitopes. We used in silico binding prediction tools to evaluate the impact of the associated HBV mutations on HLA presentation and observed that mutations that result in weaker binding affinities to their cognate HLA alleles were enriched. Overall, our results suggest the emergence of HBV escape mutations that might alter the interaction between HBV PreS1 and its cellular receptor NTCP during viral entry into hepatocytes and confirm the role of HLA class I restriction in inducing HBV epitope variations.
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Affiliation(s)
- Zhi Ming Xu
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Gnimah Eva Gnouamozi
- Department of Infectious Diseases, Molecular Virology, University Hospital Heidelberg, Heidelberg, Germany
| | - Sina Rüeger
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Patrick R Shea
- Institute for Genomic Medicine, Columbia University, New York, NY, USA
| | - Maria Buti
- Liver Unit, Hospital Universitario Vall d'Hebron and CIBEREHD del Instituto Carlos III, Barcelona, Spain
| | - Henry Ly Chan
- The Chinese University of Hong Kong, Hong Kong, China
| | | | - Dylan Lawless
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Olivier Naret
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Matthias Zeller
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Arne Schneuing
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Andreas Scheck
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Thomas Junier
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Darius Moradpour
- Division of Gastroenterology and Hepatology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | | | | | | | | | - Bruno Correia
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - David Gfeller
- Department of Oncology UNIL-CHUV, Lausanne University Hospital, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Stephan Urban
- Department of Infectious Diseases, Molecular Virology, University Hospital Heidelberg, Heidelberg, Germany; German Center for Infection Research (DZIF), Partner Site Heidelberg, Heidelberg, Germany
| | - Jacques Fellay
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland; Precision Medicine Unit, Biomedical Data Science Center, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
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2
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Borghesi A. Life-threatening infections in human newborns: Reconciling age-specific vulnerability and interindividual variability. Cell Immunol 2024; 397-398:104807. [PMID: 38232634 DOI: 10.1016/j.cellimm.2024.104807] [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: 10/29/2023] [Revised: 01/05/2024] [Accepted: 01/10/2024] [Indexed: 01/19/2024]
Abstract
In humans, the interindividual variability of clinical outcome following exposure to a microorganism is immense, ranging from silent infection to life-threatening disease. Age-specific immune responses partially account for the high incidence of infection during the first 28 days of life and the related high mortality at population level. However, the occurrence of life-threatening disease in individual newborns remains unexplained. By contrast, inborn errors of immunity and their immune phenocopies are increasingly being discovered in children and adults with life-threatening viral, bacterial, mycobacterial and fungal infections. There is a need for convergence between the fields of neonatal immunology, with its in-depth population-wide characterization of newborn-specific immune responses, and clinical immunology, with its investigations of infections in patients at the cellular and molecular levels, to facilitate identification of the mechanisms of susceptibility to infection in individual newborns and the design of novel preventive and therapeutic strategies.
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Affiliation(s)
- Alessandro Borghesi
- Neonatal Intensive Care Unit, San Matteo Research Hospital, Pavia, EU, Italy; School of Life Sciences, Swiss Federal Institute of Technology, Lausanne, Switzerland.
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3
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Hernández Requejo D, de Armas Y, Iglesias E, Díaz HM, Gravier R, Godínez López MC, Fonte L, Plascencia-Cruz M, Pacheco-Quijano K, Palomares J, Pérez-Gómez HR, Plascencia-Hernández A, Calderón EJ. Polymorphisms of CCR5, IL-6, IFN-γ and IL-10 genes in Cuban HIV/AIDS patients. Rev Clin Esp 2024; 224:96-104. [PMID: 38253256 DOI: 10.1016/j.rceng.2023.12.012] [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: 11/24/2023] [Accepted: 12/26/2023] [Indexed: 01/24/2024]
Abstract
INTRODUCTION Genetic studies have shown associations of several single nucleotide polymorphisms (SNP) with different rates of progression and variation in susceptibility to HIV infection. This study aimed to estimate the frequency of ccr5Δ32, IL-6-174G/C, IFN-γ+874T/A and IL-10-1082A/G polymorphisms in Cuban HIV-infected patients and a group of sero-discordant couples to assess their influence on risk and disease progression. METHODS A cross-sectional study was carried out on 120 subjects registered at the Institute of Tropical Medicine «Pedro Kour» (IPK) and the Ameijeiras Hospital from June 2018 until December 2019. The amplification of fragments of the ccr5, IL-6, IFN-γ and IL-10 genes was performed by polymerase chain reaction followed by identification of polymorphisms using the restriction fragment length polymorphism analysis for IL-6 with the restriction enzymes Nla III. Amplification Refractory Mutation System was used for IFN-γ and IL-10 genes. RESULTS The allelic and genotypic distributions of the genes ccr5, IL-6, IFN-γ and IL-10 did not differ significantly between the two groups. Cell counts and plasma viral load values did not differ significantly between genotypes of the ccr5, IL-6, IFN-γ and IL-10 genes. Only the IL-6 GC genotype was associated with higher viral load values. The combination of alleles of the four considered SNPs showed a highly significant increase in the risk of HIV infection for one of them, but with a very low frequency (<1%). CONCLUSION This study contributes to evaluating the frequency of these polymorphisms and their influence on biomarkers of the progression of HIV infection in the Cuban HIV-population.
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Affiliation(s)
- D Hernández Requejo
- Departamento de Laboratorio Clínico, Centro Hospitalario, Instituto de Medicina Tropical «Pedro Kourí», La Habana, Cuba
| | - Y de Armas
- Departamento de Patología, Centro Hospitalario, Instituto de Medicina Tropical «Pedro Kourí», La Habana, Cuba; Departamento de Diagnóstico Microbiológico Clínico, Centro Hospitalario, Instituto de Medicina Tropical «Pedro Kourí», La Habana, Cuba
| | - E Iglesias
- Centro de Ingeniería Genética y Biotecnología, La Habana, Cuba
| | - H M Díaz
- Hospital Clínico Quirúrgico «Hermanos Ameijeiras», La Habana, Cuba
| | - R Gravier
- Departamento de Farmacología, Instituto de Medicina Tropical «Pedro Kourí», La Habana, Cuba
| | - M C Godínez López
- Departamento de Laboratorio Clínico, Centro Hospitalario, Instituto de Medicina Tropical «Pedro Kourí», La Habana, Cuba
| | - L Fonte
- Departamento de Parasitología, Instituto de Medicina Tropical «Pedro Kourí», La Habana, Cuba
| | - M Plascencia-Cruz
- Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico
| | - K Pacheco-Quijano
- Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico
| | - J Palomares
- Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico
| | - H R Pérez-Gómez
- Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico
| | - A Plascencia-Hernández
- Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico.
| | - E J Calderón
- Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/Consejo Superior de Investigaciones Científicas/Universidad de Sevilla, Sevilla, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain; Departamento de Medicina, Facultad de Medicina, Universidad de Sevilla, Sevilla, Spain.
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Xu ZM, Naret O, Oumelloul MA, Fellay J. G2GSnake: a Snakemake workflow for host-pathogen genomic association studies. BIOINFORMATICS ADVANCES 2023; 3:vbad142. [PMID: 37840906 PMCID: PMC10576169 DOI: 10.1093/bioadv/vbad142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 09/27/2023] [Accepted: 10/03/2023] [Indexed: 10/17/2023]
Abstract
Summary Joint analyses of paired host and pathogen genome sequences have the potential to enhance our understanding of host-pathogen interactions. A systematic approach to conduct such a joint analysis is through a "genome-to-genome" (G2G) association study, which involves testing for associations between all host and pathogen genetic variants. Significant associations reveal host genetic factors that might drive pathogen variation, highlighting biological mechanisms likely to be involved in host control and pathogen escape. Here, we present a Snakemake workflow that allows researchers to conduct G2G studies in a reproducible and scalable manner. In addition, we have developed an intuitive R Shiny application that generates custom summaries of the results, enabling users to derive relevant insights. Availability and implementation G2GSnake is freely available at: https://github.com/zmx21/G2GSnake under the MIT license.
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Affiliation(s)
- Zhi Ming Xu
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland
- Swiss Institute of Bioinformatics, Lausanne 1015, Switzerland
| | - Olivier Naret
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland
- Swiss Institute of Bioinformatics, Lausanne 1015, Switzerland
| | - Mariam Ait Oumelloul
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland
- Swiss Institute of Bioinformatics, Lausanne 1015, Switzerland
| | - Jacques Fellay
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland
- Swiss Institute of Bioinformatics, Lausanne 1015, Switzerland
- Precision Medicine Unit, Lausanne University Hospital and University of Lausanne, Lausanne 1011, Switzerland
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5
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He J, Ding Y, Lin H, Liu X, Chen X, Shen W, Zhou S, Feng C, Wang M, Xia J, He N. Differential genome-wide associated variants and enriched pathways of ECG parameters among people with versus without HIV. AIDS 2023; 37:1871-1882. [PMID: 37418550 PMCID: PMC10481915 DOI: 10.1097/qad.0000000000003647] [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: 03/02/2023] [Revised: 06/28/2023] [Accepted: 06/30/2023] [Indexed: 07/09/2023]
Abstract
OBJECTIVES People with HIV (PWH) are more likely to develop ECG abnormalities. Substantial evidence exists for genetic contribution to ECG parameters among general population. However, whether and how would host genome associate with ECG parameters among PWH is unclear. Our research aims to analyze and compare genetic variants, mapped genes, and enriched pathways of ECG parameters among PWH and HIV-negative controls. DESIGN A cross-sectional study. METHOD We performed a large original genome-wide association study (GWAS) of ECG parameters among PWH ( n = 1730) and HIV-negative controls ( n = 3746). Genome-wide interaction analyses were also conducted. RESULTS A total of 18 novel variants were detected among PWH, six for PR interval including rs76345397 at ATL2 , 11 for QRS duration including rs10483994 at KCNK10 and rs2478830 at JCAD , and one for QTc interval (rs9815364). Among HIV-negative controls, we identified variants located at previously reported ECG-related genes ( SCN5A , CNOT1 ). Genetic variants had a significant interaction with HIV infection ( P < 5 × 10 -8 ), implying that HIV infection and host genome might jointly influence ECG parameters. Mapped genes for PR interval and QRS duration among PWH were enriched in the biological process of viral genome replication and host response to virus, respectively, whereas enriched pathways for PR interval among HIV-negative controls were in the cellular component of voltage-gated sodium channel complex. CONCLUSION The present GWAS indicated a distinctive impact of host genome on quantitative ECG parameters among PWH. Different from HIV-negative controls, host genome might influence the cardiac electrical activity by interfering with HIV viral infection, production, and latency among PWH.
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Affiliation(s)
- Jiayu He
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Yi-Wu Research Institute
- Shanghai Institute of Infectious Diseases and Biosecurity, Fudan University, Shanghai
| | - Yingying Ding
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Yi-Wu Research Institute
| | - Haijiang Lin
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Taizhou City Center for Disease Control and Prevention, Zhejiang Province, China
| | - Xing Liu
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Yi-Wu Research Institute
| | - Xiaoxiao Chen
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Taizhou City Center for Disease Control and Prevention, Zhejiang Province, China
| | - Weiwei Shen
- Taizhou City Center for Disease Control and Prevention, Zhejiang Province, China
| | - Sujuan Zhou
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Yi-Wu Research Institute
- Shanghai Institute of Infectious Diseases and Biosecurity, Fudan University, Shanghai
| | - Cheng Feng
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Yi-Wu Research Institute
| | - Miaochen Wang
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Yi-Wu Research Institute
| | - Jingjing Xia
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Yi-Wu Research Institute
| | - Na He
- Department of Epidemiology, School of Public Health, and Key Laboratory of Public Health Safety of Ministry of Education
- Yi-Wu Research Institute
- Shanghai Institute of Infectious Diseases and Biosecurity, Fudan University, Shanghai
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Zucco AG, Bennedbæk M, Ekenberg C, Gabrielaite M, Leung P, Polizzotto MN, Kan V, Murray DD, Lundgren JD, MacPherson CR. Associations of functional human leucocyte antigen class I groups with HIV viral load in a heterogeneous cohort. AIDS 2023; 37:1643-1650. [PMID: 37534724 PMCID: PMC10399941 DOI: 10.1097/qad.0000000000003557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 03/13/2023] [Accepted: 03/21/2023] [Indexed: 04/07/2023]
Abstract
OBJECTIVE Human leucocyte antigen (HLA) class I alleles are the main host genetic factors involved in controlling HIV-1 viral load (VL). Nevertheless, HLA diversity has proven a significant challenge in association studies. We assessed how accounting for binding affinities of HLA class I alleles to HIV-1 peptides facilitate association testing of HLA with HIV-1 VL in a heterogeneous cohort. DESIGN Cohort from the Strategic Timing of AntiRetroviral Treatment (START) study. METHODS We imputed HLA class I alleles from host genetic data (2546 HIV+ participants) and sampled immunopeptidomes from 2079 host-paired viral genomes (targeted amplicon sequencing). We predicted HLA class I binding affinities to HIV-1 and unspecific peptides, grouping alleles into functional clusters through consensus clustering. These functional HLA class I clusters were used to test associations with HIV VL. RESULTS We identified four clades totaling 30 HLA alleles accounting for 11.4% variability in VL. We highlight HLA-B∗57:01 and B∗57:03 as functionally similar but yet overrepresented in distinct ethnic groups, showing when combined a protective association with HIV+ VL (log, β -0.25; adj. P-value < 0.05). We further demonstrate only a slight power reduction when using unspecific immunopeptidomes, facilitating the use of the inferred functional HLA groups in other studies. CONCLUSION The outlined computational approach provides a robust and efficient way to incorporate HLA function and peptide diversity, aiding clinical association studies in heterogeneous cohorts. To facilitate access to the proposed methods and results we provide an interactive application for exploring data.
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Affiliation(s)
| | - Marc Bennedbæk
- Virus Research and Development Laboratory, Virus and Microbiological Special Diagnostics, Statens Serum Institut
| | | | - Migle Gabrielaite
- Center for Genomic Medicine, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Mark N. Polizzotto
- Clinical Hub for Interventional Research, College of Health and Medicine, The Australian National University, Canberra, Australia
| | - Virginia Kan
- George Washington University, Veterans Affairs Medical Center, Washington, DC, USA
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Gabrielaite M, Bennedbæk M, Zucco AG, Ekenberg C, Murray DD, Kan VL, Touloumi G, Vandekerckhove L, Turner D, Neaton J, Lane HC, Safo S, Arenas-Pinto A, Polizzotto MN, Günthard HF, Lundgren JD, Marvig RL. Human immunotypes impose selection on viral genotypes through viral epitope specificity. J Infect Dis 2021; 224:2053-2063. [PMID: 33974707 DOI: 10.1093/infdis/jiab253] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 05/06/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Understanding the genetic interplay between human hosts and infectious pathogens is crucial for how we interpret virulence factors. Here, we tested for associations between HIV and host genetics, and interactive genetic effects on viral load (VL) in HIV+ ART-naive clinical trial participants. METHODS HIV genomes were sequenced and the encoded amino acid (AA) variants were associated with VL, human single nucleotide polymorphisms (SNPs) and imputed HLA alleles, using generalized linear models with Bonferroni correction. RESULTS Human (388,501 SNPs) and HIV (3,010 variants) genetic data was available for 2,122 persons. Four HIV variants were associated with VL (p-values<1.66×10 -5). Twelve HIV variants were associated with a range of 1-512 human SNPs (p-value<4.28×10 -11). We found 46 associations between HLA alleles and HIV variants (p-values<1.29×10 -7). We found HIV variants and immunotypes when analyzed separately, were associated with lower VL, whereas the opposite was true when analyzed in concert. Epitope binding prediction showed HLA alleles to be weaker binders of associated HIV AA variants relative to alternative variants on the same position. CONCLUSIONS Our results show the importance of immunotype specificity on viral antigenic determinants, and the identified genetic interplay puts emphasis that viral and human genetics should be studied in the context of each other.
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Affiliation(s)
- Migle Gabrielaite
- Centre for Genomic Medicine, Copenhagen University Hospital, Copenhagen, Denmark
| | - Marc Bennedbæk
- Centre of Excellence for Health, Immunity and Infections, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Denmark
| | - Adrian G Zucco
- Centre of Excellence for Health, Immunity and Infections, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Denmark
| | - Christina Ekenberg
- Centre of Excellence for Health, Immunity and Infections, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Denmark
| | - Daniel D Murray
- Centre of Excellence for Health, Immunity and Infections, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Denmark
| | - Virginia L Kan
- Veterans Affairs Medical Center, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia, USA
| | - Giota Touloumi
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Linos Vandekerckhove
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University; Ghent University Hospital, Ghent, Belgium
| | - Dan Turner
- Crusaid Kobler AIDS Center, Tel-Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - James Neaton
- School of Public Health, University of Minnesota, Minneapolis, USA
| | - H Clifford Lane
- Division of Clinical Research, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, Maryland, USA
| | - Sandra Safo
- Division of Biostatistics, University of Minnesota, Minneapolis, USA
| | | | - Mark N Polizzotto
- Kirby Institute for Infection and Immunity, University of New South Wales, Sydney, Australia
| | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zürich, Zürich, Switzerland.,Institute of Medical Virology, University of Zürich, Zürich, Switzerland
| | - Jens D Lundgren
- Centre of Excellence for Health, Immunity and Infections, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Denmark
| | - Rasmus L Marvig
- Centre for Genomic Medicine, Copenhagen University Hospital, Copenhagen, Denmark
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8
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Thorball CW, Fellay J, Borghesi A. Immunological lessons from genome-wide association studies of infections. Curr Opin Immunol 2021; 72:87-93. [PMID: 33878603 DOI: 10.1016/j.coi.2021.03.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 03/24/2021] [Accepted: 03/27/2021] [Indexed: 02/06/2023]
Abstract
Over the past few years, genome-wide association studies (GWAS) have been increasingly applied to identify host genetic factors influencing clinical and laboratory traits related to immunity and infection, and to understand the interplay between the host and the microbial genomes. By screening large cohorts of individuals suffering from various infectious diseases, GWAS explored resistance against infection, natural history of the disease, development of life-threatening clinical signs, and innate and adaptive immune responses. These efforts provided fundamental insight on the role of major genes in the interindividual variability in the response to infection and on the mechanisms of the immune response against human pathogens both at the individual and population levels.
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Affiliation(s)
- Christian W Thorball
- Precision Medicine Unit, Lausanne University Hospital (CHUV), University of Lausanne, Lausanne, Switzerland
| | - Jacques Fellay
- Precision Medicine Unit, Lausanne University Hospital (CHUV), University of Lausanne, Lausanne, Switzerland; School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Alessandro Borghesi
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.
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Abstract
Over the past four decades, research on the natural history of HIV infection has described how HIV wreaks havoc on human immunity and causes AIDS. HIV host genomic research, which aims to understand how human genetic variation affects our response to HIV infection, has progressed from early candidate gene studies to recent multi-omic efforts, benefiting from spectacular advances in sequencing technology and data science. In addition to invading cells and co-opting the host machinery for replication, HIV also stably integrates into our own genome. The study of the complex interactions between the human and retroviral genomes has improved our understanding of pathogenic mechanisms and suggested novel preventive and therapeutic approaches against HIV infection.
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Affiliation(s)
- Paul J. McLaren
- grid.415368.d0000 0001 0805 4386National HIV and Retrovirology Laboratory at the JC Wilt Infectious Diseases Research Centre, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB Canada ,grid.21613.370000 0004 1936 9609Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB Canada
| | - Jacques Fellay
- grid.5333.60000000121839049School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland ,grid.419765.80000 0001 2223 3006Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.8515.90000 0001 0423 4662Precision Medicine Unit, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
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10
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The human genetic determinism of life-threatening infectious diseases: genetic heterogeneity and physiological homogeneity? Hum Genet 2020; 139:681-694. [PMID: 32462426 PMCID: PMC7251220 DOI: 10.1007/s00439-020-02184-w] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Multicellular eukaryotes emerged late in evolution from an ocean of viruses, bacteria, archaea, and unicellular eukaryotes. These macroorganisms are exposed to and infected by a tremendous diversity of microorganisms. Those that are large enough can even be infected by multicellular fungi and parasites. Each interaction is unique, if only because it operates between two unique living organisms, in an infinite diversity of circumstances. This is neatly illustrated by the extraordinarily high level of interindividual clinical variability in human infections, even for a given pathogen, ranging from a total absence of clinical manifestations to death. We discuss here the idea that the determinism of human life-threatening infectious diseases can be governed by single-gene inborn errors of immunity, which are rarely Mendelian and frequently display incomplete penetrance. We briefly review the evidence in support of this notion obtained over the last two decades, referring to a number of focused and thorough reviews published by eminent colleagues in this issue of Human Genetics. It seems that almost any life-threatening infectious disease can be driven by at least one, and, perhaps, a great many diverse monogenic inborn errors, which may nonetheless be immunologically related. While the proportions of monogenic cases remain unknown, a picture in which genetic heterogeneity is combined with physiological homogeneity is emerging from these studies. A preliminary sketch of the human genetic architecture of severe infectious diseases is perhaps in sight.
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