TNF and IL-10 are major factors in modulation of the phagocytic cell environment in lung and lymph node in tuberculosis: a next-generation two-compartmental model.

Tuberculosis (TB) is one of the earliest recorded human diseases and still one of the deadliest worldwide. Its causative agent is the bacteria Mycobacterium tuberculosis (Mtb). Cytokine-mediated macrophage activation is a necessary step in control of bacterial growth, and early immunologic events in lymph node and lung are crucial to the outcome of infection, although the factors that influence these environments and the immune response are poorly understood. Our goal is to build the next-generation two-compartmental model of the immune response to provide a gateway to more spatial and mechanistic investigations of M. tuberculosis infection in the LN and lung. Crucial immune factors emerge that affect macrophage populations and inflammation, namely TNF-dependent recruitment and apoptosis, and IL-10 levels. Surprisingly, bacterial load plays a less important role than TNF in increasing the population of infected macrophages and inflammation. Using a mathematical model, it is possible to distinguish the effects of pro-inflammatory (TNF) and anti-inflammatory (IL-10) cytokines on the spectrum of phagocyte populations (macrophages and dendritic cells) in the lung and lymph node. Our results suggest that TNF is a major mediator of recruitment of phagocytes to the lungs. In contrast, IL-10 plays a role in balancing the dominant macrophage phenotype in LN and lung.

[1]  Z. Toossi,et al.  Regulation of interleukin-12 by interleukin-10, transforming growth factor-beta, tumor necrosis factor-alpha, and interferon-gamma in human monocytes infected with Mycobacterium tuberculosis H37Ra. , 1998, The Journal of infectious diseases.

[2]  C. Théry,et al.  Indirect activation of naïve CD4+ T cells by dendritic cell–derived exosomes , 2002, Nature Immunology.

[3]  B. Delahunt,et al.  IL‐4, IL‐5 and IL‐10 are not required for the control of M. bovis‐BCG infection in mice , 1998, Immunology and cell biology.

[4]  J. Abrams,et al.  Cytokine production at the site of disease in human tuberculosis , 1993, Infection and immunity.

[5]  J. Christian J. Ray,et al.  Synergy between Individual TNF-Dependent Functions Determines Granuloma Performance for Controlling Mycobacterium tuberculosis Infection1 , 2009, The Journal of Immunology.

[6]  W. Boom,et al.  Interleukin-12 production by human monocytes infected with Mycobacterium tuberculosis: role of phagocytosis , 1996, Infection and immunity.

[7]  M. Denis,et al.  IL-10 neutralization augments mouse resistance to systemic Mycobacterium avium infections. , 1993, Journal of immunology.

[8]  R. North,et al.  The Relative Importance of T Cell Subsets in Immunity and Immunopathology of Airborne Mycobacterium tuberculosis Infection in Mice , 2001, The Journal of experimental medicine.

[9]  D. Kirschner,et al.  A methodology for performing global uncertainty and sensitivity analysis in systems biology. , 2008, Journal of theoretical biology.

[10]  R. North Mice incapable of making IL‐4 or IL‐10 display normal resistance to infection with Mycobacterium tuberculosis , 1998, Clinical and experimental immunology.

[11]  Simeone Marino,et al.  Understanding the Immune Response in Tuberculosis Using Different Mathematical Models and Biological Scales , 2005, Multiscale Model. Simul..

[12]  Z. Toossi,et al.  Regulation of Interleukin-12 by Interleukin-10, Transforming Growth Factor-β, Tumor Necrosis Factor-α, and Interferon-γ in Human Monocytes Infected with Mycobacterium tuberculosis H37Ra , 1998 .

[13]  Alberto Mantovani,et al.  Macrophage activation and polarization. , 2008, Frontiers in bioscience : a journal and virtual library.

[14]  I. Orme,et al.  In Vivo IL-10 Production Reactivates Chronic Pulmonary Tuberculosis in C57BL/6 Mice1 , 2002, The Journal of Immunology.

[15]  J. Flynn,et al.  CD8+ T cells in tuberculosis. , 2002, American journal of respiratory and critical care medicine.

[16]  Denise Kirschner,et al.  A Model to Predict Cell-Mediated Immune Regulatory Mechanisms During Human Infection with Mycobacterium tuberculosis1 , 2001, The Journal of Immunology.

[17]  K. Pfeffer,et al.  The intriguing biology of the tumour necrosis factor/tumour necrosis factor receptor superfamily: players, rules and the games , 2005, Immunology.

[18]  E. Hill Journal of Theoretical Biology , 1961, Nature.

[19]  D. Kirschner,et al.  Contribution of CD8+ T cells to control of Mycobacterium tuberculosis infection. , 2006, The Journal of Immunology.

[20]  H. McShane,et al.  CD8+ T cell‐mediated suppression of intracellular Mycobacterium tuberculosis growth in activated human macrophages , 2003, European journal of immunology.

[21]  R. Coffman,et al.  Interleukin-10 and the interleukin-10 receptor. , 2001, Annual review of immunology.

[22]  John Chan,et al.  Differences in Reactivation of Tuberculosis Induced from Anti-TNF Treatments Are Based on Bioavailability in Granulomatous Tissue , 2007, PLoS Comput. Biol..

[23]  C. Dascher,et al.  Dissemination of Mycobacterium tuberculosis Is Influenced by Host Factors and Precedes the Initiation of T-Cell Immunity , 2002, Infection and Immunity.

[24]  S. Hickman,et al.  Mycobacterium tuberculosis Induces Differential Cytokine Production from Dendritic Cells and Macrophages with Divergent Effects on Naive T Cell Polarization1 , 2002, The Journal of Immunology.

[25]  J. Flynn,et al.  Lessons from experimental Mycobacterium tuberculosis infections. , 2006, Microbes and infection.

[26]  U. Schaible,et al.  Innate immunity in tuberculosis: myths and truth. , 2008, Microbes and infection.

[27]  M. Clerici,et al.  Type 1 and type 2 cytokine dysregulation in human infectious, neoplastic, and inflammatory diseases , 1996, Clinical microbiology reviews.

[28]  Avner Friedman,et al.  Modeling the immune rheostat of macrophages in the lung in response to infection , 2009, Proceedings of the National Academy of Sciences.

[29]  John Chan,et al.  TNF Influences Chemokine Expression of Macrophages In Vitro and That of CD11b+ Cells In Vivo during Mycobacterium tuberculosis Infection1 , 2004, The Journal of Immunology.

[30]  C. Demangel,et al.  Autocrine IL‐10 impairs dendritic cell (DC)‐derived immune responses to mycobacterial infection by suppressing DC trafficking to draining lymph nodes and local IL‐12 production , 2002, European journal of immunology.

[31]  S. Kunkel,et al.  In vivo regulation of macrophage IL-12 production during type 1 and type 2 cytokine-mediated granuloma formation. , 1995, Journal of immunology.

[32]  A. Cooper,et al.  Cell-mediated immune responses in tuberculosis. , 2009, Annual review of immunology.

[33]  A. Saltelli,et al.  Non-parametric statistics in sensitivity analysis for model output: A comparison of selected techniques , 1990 .

[34]  D. Vignali,et al.  How regulatory T cells work , 2008, Nature Reviews Immunology.

[35]  C. Lowenstein,et al.  Tumor necrosis factor-alpha is required in the protective immune response against Mycobacterium tuberculosis in mice. , 1995, Immunity.

[36]  B. Rothen‐Rutishauser,et al.  Exovesicles from human activated dendritic cells fuse with resting dendritic cells, allowing them to present alloantigens. , 2006, The American journal of pathology.

[37]  Gabrielle T Belz,et al.  Cognate CD4+ T cell licensing of dendritic cells in CD8+ T cell immunity , 2004, Nature Immunology.

[38]  Richard J. Beckman,et al.  A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code , 2000, Technometrics.

[39]  Ilkka Julkunen,et al.  Infection of Human Macrophages and Dendritic Cells with Mycobacterium tuberculosis Induces a Differential Cytokine Gene Expression That Modulates T Cell Response1 , 2001, The Journal of Immunology.

[40]  M. D. McKay,et al.  A comparison of three methods for selecting values of input variables in the analysis of output from a computer code , 2000 .

[41]  R. Young,et al.  T cell-derived IL-10 antagonizes macrophage function in mycobacterial infection. , 1997, Journal of immunology.

[42]  Simeone Marino,et al.  Dendritic Cell Trafficking and Antigen Presentation in the Human Immune Response to Mycobacterium tuberculosis 1 , 2004, The Journal of Immunology.

[43]  S. Ehlers,et al.  Role of tumour necrosis factor (TNF) in host defence against tuberculosis: implications for immunotherapies targeting TNF , 2003, Annals of the rheumatic diseases.

[44]  J. Flynn,et al.  Tumor necrosis factor and tuberculosis. , 2007, The journal of investigative dermatology. Symposium proceedings.

[45]  Alan D. Roberts,et al.  ESAT-6-specific CD4 T cell responses to aerosol Mycobacterium tuberculosis infection are initiated in the mediastinal lymph nodes , 2008, Proceedings of the National Academy of Sciences.

[46]  J. Flynn,et al.  Cytotoxicity and Secretion of Gamma Interferon Are Carried Out by Distinct CD8 T Cells during Mycobacterium tuberculosis Infection , 2009, Infection and Immunity.

[47]  Andrew G. D. Bean,et al.  TNF Regulates Chemokine Induction Essential for Cell Recruitment, Granuloma Formation, and Clearance of Mycobacterial Infection1 , 2002, The Journal of Immunology.

[48]  D. Kirschner,et al.  The human immune response to Mycobacterium tuberculosis in lung and lymph node. , 2004, Journal of theoretical biology.

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

[50]  J. Flynn,et al.  Immunology of tuberculosis. , 2003, Annual review of immunology.

[51]  J. Ernst,et al.  Initiation of the adaptive immune response to Mycobacterium tuberculosis depends on antigen production in the local lymph node, not the lungs , 2008, The Journal of experimental medicine.

[52]  I. Orme The kinetics of emergence and loss of mediator T lymphocytes acquired in response to infection with Mycobacterium tuberculosis. , 1987, Journal of immunology.

[53]  Eberhard O. Voit,et al.  An Automated Procedure for the Extraction of Metabolic Network Information from Time Series Data , 2006, J. Bioinform. Comput. Biol..

[54]  W. Boom,et al.  Differential Regulation of IFN-γ, TNF-α, and IL-10 Production by CD4+ αβTCR+ T Cells and Vδ2+ γδ T Cells in Response to Monocytes Infected with Mycobacterium tuberculosis-H37Ra , 1999 .

[55]  M. Röllinghoff,et al.  Induction of TNF in Human Alveolar Macrophages As a Potential Evasion Mechanism of Virulent Mycobacterium tuberculosis1 , 2002, The Journal of Immunology.