Abstract
Human infection with Salmonella is of global public health concern. In low- and middle-income countries, Salmonella infection is a major source of disease in terms of both mortality and morbidity, while in high-income nations, the pathogen is an ongoing threat to food security. The outcome of infection with Salmonella enterica serovar Typhimurium (Salmonella Typhimurium) in mouse models is dependent upon a coordinated and complex immune response. A panel of recombinant congenic strains (RCS) derived from the reciprocal double backcross of A/J and C57BL/6J mice has been screened for their susceptibility to Salmonella infection, and the RCS AcB60 was identified to be the most resistant strain to Salmonella infection, more resistant than the parental strain A/J. These mice are known to carry resistant alleles at three well-defined Salmonella susceptibility loci, Slc11a1 Ity (solute carrier family 11 member 1; Immunity to Typhimurium locus), Pklr Ity4 (pyruvate kinase liver and red blood cell; Ity4 locus), and Ity5. In the current study, we used interval mapping to validate a locus on Chr 15, named Ity8, linked to Salmonella resistance in AcB60 mice. Global gene expression analysis during infection identified AcB60-specific expression of genes involved in Ccr7 signaling, including downstream effector Mapk11 (mitogen-activated protein kinase 11), located within the Ity8 interval, and representing a potential positional candidate gene. An additional region on Chr 18 of C57BL/6J descent was shown to be associated with increase resistance in AcB60. These observations provide an opportunity to achieve new insight into the complex genetics of resistance to Salmonella infection in the context of mouse models of human infection with Salmonella Typhimurium.
Similar content being viewed by others
References
Allaire MA, Dumais N (2012) Involvement of the MAPK and RhoA/ROCK pathways in PGE2-mediated CCR7-dependent monocyte migration. Immunol Lett 146:70–73
Baldi P, Long AD (2001) A Bayesian framework for the analysis of microarray expression data: regularized t -test and statistical inferences of gene changes. Bioinformatics 17:509–519
Beatty SC, Yuki KE, Eva MM, Dauphinee S, Lariviere L, Vidal SM, Malo D (2016) Survival analysis and microarray profiling identify Cd40 as a candidate for the Salmonella susceptibility locus, Ity5. Genes Immun 17:19–29
Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate—a practical and powerful approach to multiple testing. J R Stat Soc B Methodol 57:289–300
Bhan MK, Bahl R, Bhatnagar S (2005) Typhoid and paratyphoid fever. Lancet 366:749–762
Boisleve F, Kerdine-Romer S, Rougier-Larzat N, Pallardy M (2004) Nickel and DNCB induce CCR7 expression on human dendritic cells through different signalling pathways: role of TNF-alpha and MAPK. J Investig Dermatol 123:494–502
Boivin GA, Pothlichet J, Skamene E, Brown EG, Loredo-Osti JC, Sladek R, Vidal SM (2012) Mapping of clinical and expression quantitative trait loci in a sex-dependent effect of host susceptibility to mouse-adapted influenza H3N2/HK/1/68. J Immunol 188:3949–3960
Darton TC, Blohmke CJ, Pollard AJ (2014) Typhoid epidemiology, diagnostics and the human challenge model. Curr Opin Gastroenterol 30:7–17
Edgar R, Domrachev M, Lash AE (2002) Gene expression omnibus: NCBI gene expression and hybridization array data repository. Nucleic Acids Res 30:207–210
Eva MM, Yuki KE, Dauphinee SM, Schwartzentruber JA, Pyzik M, Paquet M, Lathrop M, Majewski J, Vidal SM, Malo D (2014) Altered IFN-gamma-mediated immunity and transcriptional expression patterns in N-ethyl-N-nitrosourea-induced STAT4 mutants confer susceptibility to acute typhoid-like disease. J Immunol 192:259–270
Forster R, Davalos-Misslitz AC, Rot A (2008) CCR7 and its ligands: balancing immunity and tolerance. Nat Rev Immunol 8:362–371
Fortin A, Diez E, Rochefort D, Laroche L, Malo D, Rouleau GA, Gros P, Skamene E (2001) Recombinant congenic strains derived from A/J and C57BL/6J: a tool for genetic dissection of complex traits. Genomics 74:21–35
Hartigan AJ, Kallal LE, Hogaboam CM (2010) CCR7 impairs hematopoiesis after hematopoietic stem cell transplantation increasing susceptibility to invasive aspergillosis. Blood 116:5383–5393
Khan R, Sancho-Shimizu V, Prendergast C, Roy MF, Loredo-Osti JC, Malo D (2012) Refinement of the genetics of the host response to Salmonella infection in MOLF/Ei: regulation of type 1 IFN and TRP3 pathways by Ity2. Genes Immun 13:175–183
Mogasale V, Maskery B, Ochiai RL, Lee JS, Mogasale VV, Ramani E, Kim YE, Park JK, Wierzba TF (2014) Burden of typhoid fever in low-income and middle-income countries: a systematic, literature-based update with risk-factor adjustment. Lancet Glob Health 2:e570–e580
Mueller SN, Hosiawa-Meagher KA, Konieczny BT, Sullivan BM, Bachmann MF, Locksley RM, Ahmed R, Matloubian M (2007) Regulation of homeostatic chemokine expression and cell trafficking during immune responses. Science 317:670–674
Murie C, Woody O, Lee AY, Nadon R (2009) Comparison of small n statistical tests of differential expression applied to microarrays. BMC Bioinform 10:45
Noor S, Wilson EH (2012) Role of C-C chemokine receptor type 7 and its ligands during neuroinflammation. J Neuroinflammation 9:77
O’Brien AD, Taylor BA, Rosenstreich DL (1984) Genetic control of natural resistance to Salmonella typhimurium in mice during the late phase of infection. J Immunol 133:3313–3318
Riol-Blanco L, Sanchez-Sanchez N, Torres A, Tejedor A, Narumiya S, Corbi AL, Sanchez-Mateos P, Rodriguez-Fernandez JL (2005) The chemokine receptor CCR7 activates in dendritic cells two signaling modules that independently regulate chemotaxis and migratory speed. J Immunol 174:4070–4080
Roy MF, Riendeau N, Loredo-Osti JC, Malo D (2006) Complexity in the host response to Salmonella Typhimurium infection in AcB and BcA recombinant congenic strains. Genes Immun 7:655–666
Roy MF, Riendeau N, Bedard C, Helie P, Min-Oo G, Turcotte K, Gros P, Canonne-Hergaux F, Malo D (2007) Pyruvate kinase deficiency confers susceptibility to Salmonella typhimurium infection in mice. J Exp Med 204:2949–2961
Sinha A, Sazawal S, Kumar R, Sood S, Reddaiah VP, Singh B, Rao M, Naficy A, Clemens JD, Bhan MK (1999) Typhoid fever in children aged less than 5 years. Lancet 354:734–737
Team RC (2013) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
Unsoeld H, Voehringer D, Krautwald S, Pircher H (2004) Constitutive expression of CCR7 directs effector CD8 T cells into the splenic white pulp and impairs functional activity. J Immunol 173:3013–3019
Verdugo RA, Deschepper CF, Munoz G, Pomp D, Churchill GA (2009) Importance of randomization in microarray experimental designs with Illumina platforms. Nucleic Acids Res 37:5610–5618
Vidal SM, Malo D, Marquis JF, Gros P (2008) Forward genetic dissection of immunity to infection in the mouse. Annu Rev Immunol 26:81–132
Acknowledgements
The authors thank Line Larivière and Catherine Paré for their technical help. This work was supported by the Canadian Institutes of Health Research (CIHR) Operating Grant to DM (MOP-15461).
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Beatty, S., Rached-D’Astous, L. & Malo, D. Complex genetics architecture contributes to Salmonella resistance in AcB60 mice. Mamm Genome 28, 38–46 (2017). https://doi.org/10.1007/s00335-016-9672-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00335-016-9672-5