Host-pathogen genetic interactions underlie tuberculosis susceptibility in genetically diverse mice [preprint]

The outcome of an encounter with Mycobacterium tuberculosis (Mtb) depends on the pathogen’s ability to adapt to the variable immune pressures exerted by the host. Understanding this interplay has proven difficult, largely because experimentally tractable animal models do not recapitulate the heterogeneity of tuberculosis disease. We leveraged the genetically diverse Collaborative Cross (CC) mouse panel in conjunction with a library of Mtb mutants to create a resource for associating bacterial genetic requirements with host genetics and immunity. We report that CC strains vary dramatically in their susceptibility to infection and produce qualitatively distinct immune states. Global analysis of Mtb transposon mutant fitness (TnSeq) across the CC panel revealed that many virulence pathways are only required in specific host microenvironments, identifying a large fraction of the pathogen’s genome that has been maintained to ensure fitness in a diverse population. Both immunological and bacterial traits can be associated with genetic variants distributed across the mouse genome, making the CC a unique population for identifying specific host-pathogen genetic interactions that influence pathogenesis.

[1]  M. Gurcan,et al.  CXCL1: A new diagnostic biomarker for human tuberculosis discovered using Diversity Outbred mice , 2021, PLoS pathogens.

[2]  R. Baker,et al.  Distinct Bacterial Pathways Influence the Efficacy of Antibiotics against Mycobacterium tuberculosis , 2020, mSystems.

[3]  Tilen Kranjc,et al.  RNA Interference Screening Identifies Novel Roles for RhoBTB1 and RhoBTB3 in Membrane Trafficking Events in Mammalian Cells , 2020, Cells.

[4]  J. Vieira,et al.  Mycobacterium tuberculosis associated with severe tuberculosis evades cytosolic surveillance systems and modulates IL-1β production , 2020, Nature Communications.

[5]  Lisa E. Gralinski,et al.  Complex Genetic Architecture Underlies Regulation of Influenza-A-Virus-Specific Antibody Responses in the Collaborative Cross , 2020, Cell reports.

[6]  Lisa E. Gralinski,et al.  Content and Performance of the MiniMUGA Genotyping Array: A New Tool To Improve Rigor and Reproducibility in Mouse Research , 2020, Genetics.

[7]  P. Wyatt,et al.  PE/PPE proteins mediate nutrient transport across the outer membrane of Mycobacterium tuberculosis , 2020, Science.

[8]  Kimberly A. Thomas,et al.  Immune correlates of tuberculosis disease and risk translate across species , 2020, Science Translational Medicine.

[9]  Scott M. Williams,et al.  Genetics and evolution of tuberculosis pathogenesis: New perspectives and approaches. , 2020, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

[10]  A. Sher,et al.  Mouse transcriptome reveals potential signatures of protection and pathogenesis in human tuberculosis , 2020, Nature Immunology.

[11]  T. A. Bell,et al.  Functionally Overlapping Variants Control Tuberculosis Susceptibility in Collaborative Cross Mice , 2019, mBio.

[12]  R. Baker,et al.  Common Variants in the Glycerol Kinase Gene Reduce Tuberculosis Drug Efficacy , 2019, mBio.

[13]  E. Chesler,et al.  High-Diversity Mouse Populations for Complex Traits. , 2019, Trends in genetics : TIG.

[14]  William R. Harcombe,et al.  Genomewide Assessment of Mycobacterium tuberculosis Conditionally Essential Metabolic Pathways , 2019, mSystems.

[15]  D. Lauffenburger,et al.  IFN-γ-independent immune markers of Mycobacterium tuberculosis exposure , 2019, Nature Medicine.

[16]  Martin T. Ferris,et al.  The Collaborative Cross: A Systems Genetics Resource for Studying Host-Pathogen Interactions , 2019, Cell Host & Microbe.

[17]  Leonard McMillan,et al.  Whole Genome Sequencing and Progress Toward Full Inbreeding of the Mouse Collaborative Cross Population , 2019, G3: Genes, Genomes, Genetics.

[18]  Elissa J. Chesler,et al.  Testing Pleiotropy vs. Separate QTL in Multiparental Populations , 2019, G3: Genes, Genomes, Genetics.

[19]  B. Yandell,et al.  R/qtl2: Software for Mapping Quantitative Trait Loci with High-Dimensional Data and Multiparent Populations , 2018, Genetics.

[20]  C. Sassetti,et al.  Modeling Diversity: Do Homogeneous Laboratory Strains Limit Discovery? , 2018, Trends in microbiology.

[21]  T. S. Wilkinson,et al.  A GWAS on Helicobacter pylori strains points to genetic variants associated with gastric cancer risk , 2018, BMC Biology.

[22]  A. Sher,et al.  Lysosomal Cathepsin Release Is Required for NLRP3-Inflammasome Activation by Mycobacterium tuberculosis in Infected Macrophages , 2018, Front. Immunol..

[23]  V. Mizrahi,et al.  Mycobacterium tuberculosis. , 2018, Trends in microbiology.

[24]  Michael Inouye,et al.  Frequent transmission of the Mycobacterium tuberculosis Beijing lineage and positive selection for EsxW Beijing variant in Vietnam , 2018, Nature Genetics.

[25]  B. Yandell,et al.  Genetic Drivers of Pancreatic Islet Function , 2018, Genetics.

[26]  C. Sassetti,et al.  ORBIT: a New Paradigm for Genetic Engineering of Mycobacterial Chromosomes , 2018, mBio.

[27]  Andrew J. Olive,et al.  The Phagocyte Oxidase Controls Tolerance to Mycobacterium tuberculosis Infection , 2017, The Journal of Immunology.

[28]  J. Fellay,et al.  Genetics of human susceptibility to active and latent tuberculosis: present knowledge and future perspectives. , 2017, The Lancet. Infectious diseases.

[29]  Anuj Srivastava,et al.  Genomes of the Mouse Collaborative Cross , 2017, Genetics.

[30]  Lisa E. Gralinski,et al.  Allelic Variation in the Toll-Like Receptor Adaptor Protein Ticam2 Contributes to SARS-Coronavirus Pathogenesis in Mice , 2017, G3: Genes, Genomes, Genetics.

[31]  M. Chase,et al.  Digitally Barcoding Mycobacterium tuberculosis Reveals In Vivo Infection Dynamics in the Macaque Model of Tuberculosis , 2017, mBio.

[32]  C. Spencer,et al.  Genome-to-genome analysis highlights the impact of the human innate and adaptive immune systems on the hepatitis C virus , 2017 .

[33]  Xinchun Chen,et al.  Nitric oxide prevents a pathogen permissive granulocytic inflammation during tuberculosis , 2017, Nature Microbiology.

[34]  T. Hawn,et al.  MARCO variants are associated with phagocytosis, pulmonary tuberculosis susceptibility and Beijing lineage , 2016, Genes and Immunity.

[35]  R. Baker,et al.  Tuberculosis Susceptibility and Vaccine Protection Are Independently Controlled by Host Genotype , 2016, mBio.

[36]  Daniel E. Zak,et al.  A prospective blood RNA signature for tuberculosis disease risk , 2016, The Lancet.

[37]  A. Sharpe,et al.  CD4 T Cell-Derived IFN-γ Plays a Minimal Role in Control of Pulmonary Mycobacterium tuberculosis Infection and Must Be Actively Repressed by PD-1 to Prevent Lethal Disease , 2016, PLoS pathogens.

[38]  Chia-Yu Kao,et al.  The Mouse Universal Genotyping Array: From Substrains to Subspecies , 2015, G3: Genes, Genomes, Genetics.

[39]  R. Brosch,et al.  Revisiting the role of phospholipases C in virulence and the lifecycle of Mycobacterium tuberculosis , 2015, Scientific Reports.

[40]  Thomas R. Ioerger,et al.  TRANSIT - A Software Tool for Himar1 TnSeq Analysis , 2015, PLoS Comput. Biol..

[41]  M. Gurcan,et al.  Lung necrosis and neutrophils reflect common pathways of susceptibility to Mycobacterium tuberculosis in genetically diverse, immune-competent mice , 2015, Disease Models & Mechanisms.

[42]  Whole genome? , 2015, Nature Genetics.

[43]  R. Baker,et al.  The Oxidative Stress Network of Mycobacterium tuberculosis Reveals Coordination between Radical Detoxification Systems. , 2015, Cell host & microbe.

[44]  Kyle J. Minch,et al.  A comprehensive map of genome-wide gene regulation in Mycobacterium tuberculosis , 2015, Scientific Data.

[45]  Nathan D. Price,et al.  The DNA-binding network of Mycobacterium tuberculosis , 2015, Nature Communications.

[46]  J. Casanova,et al.  Mendelian susceptibility to mycobacterial disease: genetic, immunological, and clinical features of inborn errors of IFN-γ immunity. , 2014, Seminars in immunology.

[47]  D. Soolingen,et al.  Disclosure of Selective Advantages in the “modern” Sublineage of the Mycobacterium tuberculosis Beijing Genotype Family by Quantitative Proteomics , 2014 .

[48]  R. Baker,et al.  Genome-Wide Mutant Fitness Profiling Identifies Nutritional Requirements for Optimal Growth of Yersinia pestis in Deep Tissue , 2014, mBio.

[49]  R. Brosch,et al.  Evolutionary history of tuberculosis shaped by conserved mutations in the PhoPR virulence regulator , 2014, Proceedings of the National Academy of Sciences.

[50]  D. van Soolingen,et al.  Disclosure of Selective Advantages in the “modern” Sublineage of the Mycobacterium tuberculosis Beijing Genotype Family by Quantitative Proteomics* , 2014, Molecular & Cellular Proteomics.

[51]  Thomas R. Ioerger,et al.  Tryptophan Biosynthesis Protects Mycobacteria from CD4 T-Cell-Mediated Killing , 2013, Cell.

[52]  M. Selman,et al.  S100A8/A9 proteins mediate neutrophilic inflammation and lung pathology during tuberculosis. , 2013, American journal of respiratory and critical care medicine.

[53]  Lisa E. Gralinski,et al.  Modeling Host Genetic Regulation of Influenza Pathogenesis in the Collaborative Cross , 2013, PLoS pathogens.

[54]  Hardy Kornfeld,et al.  Nitric oxide controls the immunopathology of tuberculosis by inhibiting NLRP3 inflammasome–dependent processing of IL-1β , 2012, Nature Immunology.

[55]  J. Casanova,et al.  Mycobacterial Disease and Impaired IFN-γ Immunity in Humans with Inherited ISG15 Deficiency , 2012, Science.

[56]  Steven C. Munger,et al.  The diversity outbred mouse population , 2012, Mammalian Genome.

[57]  B. Yandell,et al.  Quantile-Based Permutation Thresholds for Quantitative Trait Loci Hotspots , 2012, Genetics.

[58]  J. Ayres,et al.  Tolerance of infections. , 2012, Annual review of immunology.

[59]  R. Gopal,et al.  IL‐23‐dependent IL‐17 drives Th1‐cell responses following Mycobacterium bovis BCG vaccination , 2012, European journal of immunology.

[60]  Leonard McMillan,et al.  High-Resolution Genetic Mapping Using the Mouse Diversity Outbred Population , 2012, Genetics.

[61]  Thomas M. Keane,et al.  Mouse genomic variation and its effect on phenotypes and gene regulation , 2011, Nature.

[62]  D. Schnappinger,et al.  Evaluating the Sensitivity of Mycobacterium tuberculosis to Biotin Deprivation Using Regulated Gene Expression , 2011, PLoS pathogens.

[63]  A. Nebel,et al.  Polymorphisms in MC3R promoter and CTSZ 3′UTR are associated with tuberculosis susceptibility , 2011, European Journal of Human Genetics.

[64]  Ivana V. Yang,et al.  Genetic analysis of complex traits in the emerging Collaborative Cross. , 2011, Genome research.

[65]  A. Sher,et al.  CD4 T Cells Promote Rather than Control Tuberculosis in the Absence of PD-1–Mediated Inhibition , 2011, The Journal of Immunology.

[66]  D. Schnappinger,et al.  Simultaneous Analysis of Multiple Mycobacterium tuberculosis Knockdown Mutants In Vitro and In Vivo , 2010, PloS one.

[67]  Thomas Dick,et al.  Vitamin B6 biosynthesis is essential for survival and virulence of Mycobacterium tuberculosis , 2010, Molecular microbiology.

[68]  K. Kuhen,et al.  A chemical genetic screen in Mycobacterium tuberculosis identifies carbon-source-dependent growth inhibitors devoid of in vivo efficacy , 2010, Nature Communications.

[69]  S. Almo,et al.  Programmed death-1 (PD-1)–deficient mice are extraordinarily sensitive to tuberculosis , 2010, Proceedings of the National Academy of Sciences.

[70]  I. Smith,et al.  The Mycobacterium tuberculosis High-Affinity Iron Importer, IrtA, Contains an FAD-Binding Domain , 2009, Journal of bacteriology.

[71]  Steve Horvath,et al.  WGCNA: an R package for weighted correlation network analysis , 2008, BMC Bioinformatics.

[72]  Stefan Niemann,et al.  High Functional Diversity in Mycobacterium tuberculosis Driven by Genetic Drift and Human Demography , 2008, PLoS biology.

[73]  J. Kos,et al.  Maturation of dendritic cells depends on proteolytic cleavage by cathepsin X , 2008, Journal of leukocyte biology.

[74]  Falk Hildebrand,et al.  Origin, Spread and Demography of the Mycobacterium tuberculosis Complex , 2008, PLoS pathogens.

[75]  G. Sirugo,et al.  Mapping of a novel susceptibility locus suggests a role for MC3R and CTSZ in human tuberculosis. , 2008, American journal of respiratory and critical care medicine.

[76]  Christopher M. Sassetti,et al.  Mycobacterial persistence requires the utilization of host cholesterol , 2008, Proceedings of the National Academy of Sciences.

[77]  J. Farrar,et al.  The Influence of Host and Bacterial Genotype on the Development of Disseminated Disease with Mycobacterium tuberculosis , 2008, PLoS pathogens.

[78]  R. Locksley,et al.  IL-23 and IL-17 in the establishment of protective pulmonary CD4+ T cell responses after vaccination and during Mycobacterium tuberculosis challenge , 2007, Nature Immunology.

[79]  C. Bodemer,et al.  X-linked susceptibility to mycobacteria is caused by mutations in NEMO impairing CD40-dependent IL-12 production , 2006, The Journal of experimental medicine.

[80]  Stefan Niemann,et al.  Variable host-pathogen compatibility in Mycobacterium tuberculosis. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[81]  P. Tucker,et al.  A novel two‐component system found in Mycobacterium tuberculosis , 2005, FEBS letters.

[82]  E. Muñoz-Elías,et al.  Replication Dynamics of Mycobacterium tuberculosis in Chronically Infected Mice , 2005, Infection and Immunity.

[83]  Nengjun Yi,et al.  The Collaborative Cross, a community resource for the genetic analysis of complex traits , 2004, Nature Genetics.

[84]  R. Fleischmann,et al.  Attenuation of Late-Stage Disease in Mice Infected bythe Mycobacterium tuberculosis Mutant Lacking theSigF Alternate Sigma Factor and Identification ofSigF-Dependent Genes by MicroarrayAnalysis , 2004, Infection and Immunity.

[85]  Christopher M. Sassetti,et al.  Genetic requirements for mycobacterial survival during infection , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[86]  S. Raghavan,et al.  Acute infection and macrophage subversion by Mycobacterium tuberculosis require a specialized secretion system , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[87]  E. Rubin,et al.  Genes required for mycobacterial growth defined by high density mutagenesis , 2003, Molecular microbiology.

[88]  I. Orme,et al.  CD4 is required for the development of a protective granulomatous response to pulmonary tuberculosis. , 2002, Cellular immunology.

[89]  V. Deretic,et al.  Silencing of Oxidative Stress Response in Mycobacterium tuberculosis: Expression Patterns of ahpC in Virulent and Avirulent Strains and Effect ofahpC Inactivation , 2001, Infection and Immunity.

[90]  P. Ortiz de Montellano,et al.  The AhpC and AhpD Antioxidant Defense System of Mycobacterium tuberculosis * , 2000, The Journal of Biological Chemistry.

[91]  J. Flynn,et al.  Mice deficient in CD4 T cells have only transiently diminished levels of IFN-gamma, yet succumb to tuberculosis. , 1999, Journal of immunology.

[92]  F. Deist,et al.  Impairment of mycobacterial immunity in human interleukin-12 receptor deficiency. , 1998, Science.

[93]  Lei Chen,et al.  Alkyl hydroperoxide reductase subunit C (AhpC) protects bacterial and human cells against reactive nitrogen intermediates. , 1998, Molecular cell.

[94]  I. Orme,et al.  Interleukin 12 (IL-12) Is Crucial to the Development of Protective Immunity in Mice Intravenously Infected with Mycobacterium tuberculosis , 1997, The Journal of experimental medicine.

[95]  R. Doerge,et al.  Empirical threshold values for quantitative trait mapping. , 1994, Genetics.

[96]  J. Flynn,et al.  An essential role for interferon gamma in resistance to Mycobacterium tuberculosis infection , 1993, The Journal of experimental medicine.

[97]  I. Orme,et al.  Disseminated tuberculosis in interferon gamma gene-disrupted mice , 1993, The Journal of experimental medicine.

[98]  R. Lumb,et al.  Mycobacterium bovis (BCG) vaccination , 1992, Medical Journal of Australia.

[99]  Acute Infection , 2020, Encyclopedia of Behavioral Medicine.

[100]  R. Baker,et al.  Identifying essential genes in Mycobacterium tuberculosis by global phenotypic profiling. , 2015, Methods in molecular biology.

[101]  L. Goitre,et al.  The Ras superfamily of small GTPases: the unlocked secrets. , 2014, Methods in molecular biology.

[102]  W. Bishai,et al.  Sigma factors of Mycobacterium tuberculosis. , 1997, Tubercle and lung disease : the official journal of the International Union against Tuberculosis and Lung Disease.

[103]  R. Bitsch Vitamin B6. , 1993, International journal for vitamin and nutrition research. Internationale Zeitschrift fur Vitamin- und Ernahrungsforschung. Journal international de vitaminologie et de nutrition.

[104]  G. Comstock Tuberculosis in twins: a re-analysis of the Prophit survey. , 1978, The American review of respiratory disease.

[105]  G. C. Genetics and Evolution , 1918, Nature.

[106]  Howard C. Berg,et al.  Genetic analysis , 1957, Nature Biotechnology.