A Systems Immunology Approach to Plasmacytoid Dendritic Cell Function in Cytopathic Virus Infections

被引:14
作者
Bocharov, Gennady [1 ]
Zuest, Roland [2 ]
Cervantes-Barragan, Luisa [2 ]
Luzyanina, Tatyana [3 ]
Chiglintsev, Egor [4 ]
Chereshnev, Valery A. [5 ]
Thiel, Volker [2 ,6 ]
Ludewig, Burkhard [2 ,6 ]
机构
[1] Russian Acad Sci, Inst Numer Math, Moscow, Russia
[2] Kantonal Hosp St Gallen, Inst Immunobiol, St Gallen, Switzerland
[3] Russian Acad Sci, Inst Math Problems Biol, Pushchino 142292, Russia
[4] Novosibirsk State Univ, Novosibirsk 630090, Russia
[5] Russian Acad Sci, Ural Branch, Inst Immunol & Physiol, Ekaterinburg, Russia
[6] Univ Zurich, VetSuisse Fac, Zurich, Switzerland
基金
俄罗斯基础研究基金会; 瑞士国家科学基金会;
关键词
INFLAMED LYMPH-NODES; INFLUENZA-A VIRUS; CORONAVIRUS INFECTION; INNATE IMMUNITY; INTERFERON RESPONSE; VIRAL-INFECTION; I INTERFERON; BIOLOGY; MODELS; SARS;
D O I
10.1371/journal.ppat.1001017
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Plasmacytoid dendritic cell (pDC)-mediated protection against cytopathic virus infection involves various molecular, cellular, tissue-scale, and organism-scale events. In order to better understand such multiscale interactions, we have implemented a systems immunology approach focusing on the analysis of the structure, dynamics and operating principles of virus-host interactions which constrain the initial spread of the pathogen. Using high-resolution experimental data sets coming from the well-described mouse hepatitis virus (MHV) model, we first calibrated basic modules including MHV infection of its primary target cells, i.e. pDCs and macrophages (Mos). These basic building blocks were used to generate and validate an integrative mathematical model for in vivo infection dynamics. Parameter estimation for the system indicated that on a per capita basis, one infected pDC secretes sufficient type I IFN to protect 10(3) to 10(4) Mos from cytopathic viral infection. This extremely high protective capacity of pDCs secures the spleen's capability to function as a 'sink' for the virus produced in peripheral organs such as the liver. Furthermore, our results suggest that the pDC population in spleen ensures a robust protection against virus variants which substantially down-modulate IFN secretion. However, the ability of pDCs to protect against severe disease caused by virus variants exhibiting an enhanced liver tropism and higher replication rates appears to be rather limited. Taken together, this systems immunology analysis suggests that antiviral therapy against cytopathic viruses should primarily limit viral replication within peripheral target organs.
引用
收藏
页码:1 / 15
页数:14
相关论文
共 52 条
[41]   Interferon and cytokine responses to SARS-coronavirus infection [J].
Thiel, Volker ;
Weber, Friedemann .
CYTOKINE & GROWTH FACTOR REVIEWS, 2008, 19 (02) :121-132
[42]   Characterization of the reconstructed 1918 Spanish influenza pandemic virus [J].
Tumpey, TM ;
Basler, CF ;
Aguilar, PV ;
Zeng, H ;
Solórzano, A ;
Swayne, DE ;
Cox, NJ ;
Katz, JM ;
Taubenberger, JK ;
Palese, P ;
García-Sastre, A .
SCIENCE, 2005, 310 (5745) :77-80
[43]   Dynamic modelling and analysis of biochemical networks: mechanism-based models and model-based experiments [J].
van Riel, Natal A. W. .
BRIEFINGS IN BIOINFORMATICS, 2006, 7 (04) :364-374
[44]   Antigen-presentation properties of plasmacytoid dendritic cells [J].
Villadangos, Jose A. ;
Young, Louise .
IMMUNITY, 2008, 29 (03) :352-361
[45]   CCR9 is a homing receptor for plasmacytoid dendritic cells to the small intestine [J].
Wendland, Meike ;
Czeloth, Niklas ;
Mach, Nicolas ;
Malissen, Bernard ;
Kremmer, Elisabeth ;
Pabst, Oliver ;
Foerster, Reinhold .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (15) :6347-6352
[46]   Plasmacytoid dendritic cells:: A new cutaneous dendritic cell subset with distinct role in inflammatory skin diseases [J].
Wollenberg, A ;
Wagner, M ;
Günther, S ;
Towarowski, A ;
Tuma, E ;
Moderer, M ;
Rothenfusser, S ;
Wetzel, S ;
Endres, S ;
Hartmann, G .
JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2002, 119 (05) :1096-1102
[47]   Parameter identifiability and estimation of HIV/AIDS dynamic models [J].
Wu, Hulin ;
Zhu, Haihong ;
Miao, Hongyu ;
Perelson, Alan S. .
BULLETIN OF MATHEMATICAL BIOLOGY, 2008, 70 (03) :785-799
[48]   Identifiability of nonlinear systems with application to HIV/AIDS models [J].
Xia, X ;
Moog, CH .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (02) :330-336
[49]   Evidence for recruitment of plasmacytoid dendritic cell precursors to inflamed lymph nodes through high endothelial venules [J].
Yoneyama, H ;
Matsuno, K ;
Zhang, Y ;
Nishiwaki, T ;
Kitabatake, M ;
Ueha, S ;
Narumi, S ;
Morikawa, S ;
Ezaki, T ;
Lu, B ;
Gerard, C ;
Ishikawa, S ;
Matsushima, K .
INTERNATIONAL IMMUNOLOGY, 2004, 16 (07) :915-928
[50]   Systems biology of persistent infection: tuberculosis as a case study [J].
Young, Douglas ;
Stark, Jaroslav ;
Kirschner, Denise .
NATURE REVIEWS MICROBIOLOGY, 2008, 6 (07) :520-528