In Silico Model of Vitamin D3 Dependent NADPH Oxidase Complex Activation During Mycobacterium Infection

Mycobacterium tuberculosis (Mtb) is a highly infectious aerosolizable bacterium, which causes upward of 1.5 million deaths per year. Alveolar macrophages, the primary defense cell of the lung, are the preferred host cell of this intracellular bacterium. Vitamin D3 is a known transcription factor, modulating the transcription of pro- and anti-inflammatory cytokines and immunologically relevant proteins. In a vitamin D3 deficient host, the immune systems response to infection is greatly impaired. We used a quantitative systems biology approach to model the impact of long-term vitamin D3 deficiency on macrophage effector response. We then compared our simulation output to our in vitro model of mycobacterium infection of macrophages from vitamin D3 supplemented hosts. Our in silico model results agreed with in vitro levels of hydrogen peroxide (H2O2) production, an antimicrobial effector molecule produced by the host’s macrophage, known to be modulated indirectly by vitamin D3. The current model will provide a foundation for further studies into the effects of micronutrient deficiency on immune response.

[1]  A. Kettle,et al.  Modeling the Reactions of Superoxide and Myeloperoxidase in the Neutrophil Phagosome , 2006, Journal of Biological Chemistry.

[2]  Maya Gough,et al.  An in silico model of the effects of vitamin D3 on mycobacterium infected macrophage , 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[3]  R. Hunter,et al.  A Novel in vitro Human Macrophage Model to Study the Persistence of Mycobacterium tuberculosis Using Vitamin D3 and Retinoic Acid Activated THP-1 Macrophages , 2010, Front. Microbio..

[4]  John H. White,et al.  Vitamin D Induces Interleukin-1β Expression: Paracrine Macrophage Epithelial Signaling Controls M. tuberculosis Infection , 2013, PLoS pathogens.

[5]  Michelino Di Rosa,et al.  Vitamin D3: a helpful immuno‐modulator , 2011, Immunology.

[6]  K. Rittinger,et al.  Activation and assembly of the NADPH oxidase: a structural perspective. , 2005, The Biochemical journal.

[7]  M. Holick Vitamin D deficiency. , 2007, The New England journal of medicine.

[8]  N. Reiner,et al.  1α,25-Dihydroxyvitamin D3-induced Monocyte Antimycobacterial Activity Is Regulated by Phosphatidylinositol 3-Kinase and Mediated by the NADPH-dependent Phagocyte Oxidase* , 2001, The Journal of Biological Chemistry.

[9]  E. Graviss,et al.  The dynamic immunomodulatory effects of vitamin D3 during Mycobacterium infection , 2017, Innate immunity.

[10]  Satoru Shiono,et al.  Control mechanism of JAK/STAT signal transduction pathway , 2003, FEBS letters.

[11]  J. Slauch How does the oxidative burst of macrophages kill bacteria? Still an open question , 2011, Molecular microbiology.

[12]  Hongwu Ma,et al.  A Computational Model of Lipopolysaccharide-Induced Nuclear Factor Kappa B Activation: A Key Signalling Pathway in Infection-Induced Preterm Labour , 2013, PloS one.

[13]  G. Cheng,et al.  Convergence of IL-1β and VDR Activation Pathways in Human TLR2/1-Induced Antimicrobial Responses , 2009, PloS one.

[14]  D. Bikle Nonclassic actions of vitamin D. , 2009, The Journal of clinical endocrinology and metabolism.

[15]  Brian Ingalls,et al.  Mathematical Modeling in Systems Biology: An Introduction , 2013 .

[16]  H. Urakubo,et al.  Ca2+‐independent phospholipase A2‐dependent sustained Rho‐kinase activation exhibits all‐or‐none response , 2006, Genes to cells : devoted to molecular & cellular mechanisms.

[17]  Antje Chang,et al.  BRENDA, enzyme data and metabolic information , 2002, Nucleic Acids Res..

[18]  S. Batra,et al.  NADPH oxidases: an overview from structure to innate immunity-associated pathologies , 2014, Cellular and Molecular Immunology.

[19]  J. Adams,et al.  Vitamin D Binding Protein and Monocyte Response to 25-Hydroxyvitamin D and 1,25-Dihydroxyvitamin D: Analysis by Mathematical Modeling , 2012, PloS one.

[20]  J. Adams,et al.  Impact of vitamin D on immune function: lessons learned from genome-wide analysis , 2014, Front. Physiol..

[21]  Merav Cohen,et al.  Regulation of TNF-α by 1α,25-dihydroxyvitamin D3 in human macrophages from CAPD patients , 2001 .

[22]  A. Pawłowski,et al.  Mycobacterium tuberculosis lipoarabinomannan enhances LPS-induced TNF-α production and inhibits NO secretion by engaging scavenger receptors. , 2011, Microbial pathogenesis.

[23]  M. Oosting,et al.  Vitamin D(3) down-regulates proinflammatory cytokine response to Mycobacterium tuberculosis through pattern recognition receptors while inducing protective cathelicidin production. , 2011, Cytokine.