The Genetic Architecture of the Human Immune System: A Bioresource for Autoimmunity and Disease Pathogenesis

Despite recent discoveries of genetic variants associated with autoimmunity and infection, genetic control of the human immune system during homeostasis is poorly understood. We undertook a comprehensive immunophenotyping approach, analyzing 78,000 immune traits in 669 female twins. From the top 151 heritable traits (up to 96% heritable), we used replicated GWAS to obtain 297 SNP associations at 11 genetic loci, explaining up to 36% of the variation of 19 traits. We found multiple associations with canonical traits of all major immune cell subsets and uncovered insights into genetic control for regulatory T cells. This data set also revealed traits associated with loci known to confer autoimmune susceptibility, providing mechanistic hypotheses linking immune traits with the etiology of disease. Our data establish a bioresource that links genetic control elements associated with normal immune traits to common autoimmune and infectious diseases, providing a shortcut to identifying potential mechanisms of immune-related diseases.

[1]  V. Kuchroo,et al.  Adenosine generation catalyzed by CD39 and CD73 expressed on regulatory T cells mediates immune suppression , 2007, The Journal of experimental medicine.

[2]  K. Kyvik Generalisability and assumptions of twin studies , 2000 .

[3]  Inês Barroso,et al.  Meta-Analysis of Genome-Wide Scans for Human Adult Stature Identifies Novel Loci and Associations with Measures of Skeletal Frame Size , 2009, PLoS genetics.

[4]  A. Thapar Methodology for Genetic Studies of Twins and Families , 1993 .

[5]  Tien Yin Wong,et al.  Genome-wide association study identifies FCGR2A as a susceptibility locus for Kawasaki disease , 2011, Nature Genetics.

[6]  F. Marincola,et al.  A human memory T-cell subset with stem cell-like properties , 2011, Nature Medicine.

[7]  Matti Pirinen,et al.  Imputation-Based Meta-Analysis of Severe Malaria in Three African Populations , 2013, PLoS genetics.

[8]  Mario Roederer,et al.  SPICE: Exploration and analysis of post‐cytometric complex multivariate datasets , 2011, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[9]  Chris Cotsapas,et al.  Immune-mediated disease genetics: the shared basis of pathogenesis. , 2013, Trends in immunology.

[10]  I. Bernard,et al.  A dominant role for the thymus and MHC genes in determining the peripheral CD4/CD8 T cell ratio in the rat. , 1999, Journal of immunology.

[11]  E. Vizi,et al.  CD39 and CD73 in immunity and inflammation. , 2013, Trends in molecular medicine.

[12]  H. Snieder,et al.  Genetic determinism in the relationship between human CD4 + and CD8 + T lymphocyte populations? , 2001, Genes and Immunity.

[13]  Jack T Stapleton,et al.  The Major Genetic Determinants of HIV-1 Control Affect HLA Class I Peptide Presentation , 2010, Science.

[14]  H. Shin,et al.  A genome-wide association study identified new variants associated with the risk of chronic hepatitis B. , 2013, Human molecular genetics.

[15]  David C. Wilson,et al.  Host-microbe interactions have shaped the genetic architecture of inflammatory bowel disease , 2012, Nature.

[16]  Yun Li,et al.  METAL: fast and efficient meta-analysis of genomewide association scans , 2010, Bioinform..

[17]  R. Tenconi,et al.  CD4 and CD8 T lymphocyte inheritance. Evidence for major autosomal recessive genes , 1999, Human Genetics.

[18]  Yurii S. Aulchenko,et al.  BIOINFORMATICS APPLICATIONS NOTE doi:10.1093/bioinformatics/btm108 Genetics and population analysis GenABEL: an R library for genome-wide association analysis , 2022 .

[19]  J. Eliaou,et al.  ENTPD1/CD39 is a promising therapeutic target in oncology , 2013, Oncogene.

[20]  D. Barber,et al.  Cutting Edge: Expression of FcγRIIB Tempers Memory CD8 T Cell Function In Vivo , 2014, The Journal of Immunology.

[21]  Yusuke Nakamura,et al.  Identification of Nine Novel Loci Associated with White Blood Cell Subtypes in a Japanese Population , 2011, PLoS genetics.

[22]  Akira Meguro,et al.  Genome-wide association analysis identifies new susceptibility loci for Behçet's disease and epistasis between HLA-B*51 and ERAP1 , 2013, Nature Genetics.

[23]  A. Dash,et al.  Polymorphisms of TNF-enhancer and gene for FcγRIIa correlate with the severity of falciparum malaria in the ethnically diverse Indian population , 2008, Malaria Journal.

[24]  J. Casanova,et al.  The human model: a genetic dissection of immunity to infection in natural conditions , 2004, Nature Reviews Immunology.

[25]  K. Kyvik Advances in twin and Sib-pair Analysis , 1999 .

[26]  Peter Donnelly,et al.  Identification of multiple risk variants for ankylosing spondylitis through high-density genotyping of immune-related loci , 2013, Nature Genetics.

[27]  I. Weissman,et al.  Genetic control of T-Cell subset representation in inbred mice , 2004, Immunogenetics.

[28]  Nilanjan Chatterjee,et al.  Common genetic variants in proinflammatory and other immunoregulatory genes and risk for non-Hodgkin lymphoma. , 2006, Cancer research.

[29]  T. Waldmann,et al.  Superior T memory stem cell persistence supports long-lived T cell memory. , 2013, The Journal of clinical investigation.

[30]  Miles Parkes,et al.  Genetic insights into common pathways and complex relationships among immune-mediated diseases , 2013, Nature Reviews Genetics.

[31]  Yusuke Nakamura,et al.  A genome-wide association study of HCV-induced liver cirrhosis in the Japanese population identifies novel susceptibility loci at the MHC region. , 2013, Journal of hepatology.

[32]  M. Roederer,et al.  OMIP‐013: Differentiation of human T‐cells , 2012, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[33]  M. Roederer,et al.  OMIP‐015: Human regulatory and activated T‐cells without intracellular staining , 2013, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[34]  D. Hafler,et al.  FOXP3+ regulatory T cells in the human immune system , 2010, Nature Reviews Immunology.

[35]  M. Roederer,et al.  OMIP‐019: Quantification of human γδT‐cells, iNKT‐cells, and hematopoietic precursors , 2013, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[36]  G. Landucci,et al.  FcγRIIa Genotype Predicts Progression of HIV Infection1 , 2007, The Journal of Immunology.

[37]  G. Danieli,et al.  Genetic control of the CD4/CD8 T-cell ratio in humans , 1995, Nature Medicine.

[38]  A. Morris,et al.  Genome-wide association analyses identifies a susceptibility locus for tuberculosis on chromosome 18q11.2 , 2010, Nature Genetics.

[39]  Christian Gieger,et al.  Multiple Loci Are Associated with White Blood Cell Phenotypes , 2011, PLoS genetics.

[40]  TD Spector,et al.  Genetic influence on peripheral blood T lymphocyte levels , 2000, Genes and Immunity.

[41]  Marta E Alarcón-Riquelme,et al.  Genome-wide association scan in women with systemic lupus erythematosus identifies susceptibility variants in ITGAM, PXK, KIAA1542 and other loci , 2008, Nature Genetics.

[42]  Michael Inouye,et al.  A genotype calling algorithm for the Illumina BeadArray platform , 2007, Bioinform..

[43]  A Hofman,et al.  Bone mineral density, osteoporosis, and osteoporotic fractures: a genome-wide association study , 2008, The Lancet.

[44]  Tariq Ahmad,et al.  Meta-analysis identifies 29 additional ulcerative colitis risk loci, increasing the number of confirmed associations to 47 , 2011, Nature Genetics.

[45]  P. Rossini,et al.  Expression of ectonucleotidase CD39 by Foxp3+ Treg cells: hydrolysis of extracellular ATP and immune suppression. , 2007, Blood.

[46]  A. Thapar,et al.  Methodology for Genetic Studies of Twins and Families , 1993 .

[47]  Wieslawa I. Mentzen,et al.  Genetic Variants Regulating Immune Cell Levels in Health and Disease , 2013, Cell.

[48]  Daphne Koller,et al.  Polarization of the Effects of Autoimmune and Neurodegenerative Risk Alleles in Leukocytes , 2014, Science.

[49]  Eli Stahl,et al.  High density genetic mapping identifies new susceptibility loci for rheumatoid arthritis , 2012, Nature Genetics.

[50]  A. Strasser,et al.  The many roles of FAS receptor signaling in the immune system. , 2009, Immunity.

[51]  N. Martin,et al.  Genetic and environmental causes of variation in basal levels of blood cells , 1999, Twin Research.

[52]  Y. Kamatani,et al.  A genome-wide association study of chronic hepatitis B identified novel risk locus in a Japanese population. , 2011, Human molecular genetics.

[53]  Elizabeth T. Cirulli,et al.  Common Genetic Variation and the Control of HIV-1 in Humans , 2009, PLoS genetics.

[54]  S. Gasser,et al.  Regulation of ligands for the NKG2D activating receptor. , 2013, Annual review of immunology.

[55]  K. Shianna,et al.  Host determinants of HIV-1 control in African Americans. , 2010, The Journal of infectious diseases.

[56]  Dorret I. Boomsma,et al.  The continuing value of twin studies in the omics era , 2012, Nature Reviews Genetics.

[57]  Sampath Prahalad,et al.  Dense genotyping of immune-related disease regions identifies 14 new susceptibility loci for juvenile idiopathic arthritis , 2013, Nature Genetics.

[58]  Nicole Soranzo,et al.  Quantitative trait loci for CD4:CD8 lymphocyte ratio are associated with risk of type 1 diabetes and HIV-1 immune control. , 2010, American journal of human genetics.

[59]  T. Spector,et al.  Effects of age on genetic influence on bone loss over 17 years in women: The Healthy Ageing Twin Study (HATS) , 2012, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[60]  G. Landucci,et al.  FcgammaRIIa genotype predicts progression of HIV infection. , 2007, Journal of immunology.

[61]  P. Donnelly,et al.  A Flexible and Accurate Genotype Imputation Method for the Next Generation of Genome-Wide Association Studies , 2009, PLoS genetics.

[62]  J. Goedert,et al.  Genome-Wide Association Study of Spontaneous Resolution of Hepatitis C Virus Infection: Data From Multiple Cohorts , 2013, Annals of Internal Medicine.

[63]  Liangdan Sun,et al.  Identification of two new loci at IL23R and RAB32 that influence susceptibility to leprosy , 2011, Nature Genetics.

[64]  M. Roederer,et al.  OMIP‐017: Human CD4+ helper T‐cell subsets including follicular helper cells , 2013, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[65]  Paolo Vineis,et al.  Genome-wide Association Study Identifies Multiple Risk Loci for Chronic Lymphocytic Leukemia , 2013, Nature Genetics.