The Bordetella type III secretion system effector BteA targets host eosinophil-epithelial signaling to promote IL-1Ra expression and persistence
Jazyk angličtina Země Anglie, Velká Británie Médium electronic
Typ dokumentu časopisecké články
Grantová podpora
P20 GM134974
NIGMS NIH HHS - United States
T32HL155022-03
U.S. Department of Health & Human Services | NIH | National Heart, Lung, and Blood Institute (NHLBI)
AI163595
U.S. Department of Health & Human Services | NIH | National Institute of Allergy and Infectious Diseases (NIAID)
P20-GM134974
U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS)
P20 GM121307
NIGMS NIH HHS - United States
T32 HL155022
NHLBI NIH HHS - United States
R21 AI163595
NIAID NIH HHS - United States
PubMed
41116045
PubMed Central
PMC12537862
DOI
10.1038/s42003-025-08884-1
PII: 10.1038/s42003-025-08884-1
Knihovny.cz E-zdroje
- MeSH
- antagonista receptoru pro interleukin 1 * metabolismus genetika MeSH
- bakteriální proteiny * metabolismus genetika MeSH
- Bordetella * metabolismus MeSH
- eozinofily * metabolismus mikrobiologie imunologie MeSH
- epitelové buňky * metabolismus mikrobiologie imunologie MeSH
- infekce bakteriemi rodu Bordetella * imunologie mikrobiologie metabolismus MeSH
- interakce hostitele a patogenu MeSH
- lidé MeSH
- myši inbrední C57BL MeSH
- myši knockoutované MeSH
- myši MeSH
- sekreční systém typu III * metabolismus MeSH
- signální transdukce MeSH
- zvířata MeSH
- Check Tag
- lidé MeSH
- myši MeSH
- zvířata MeSH
- Publikační typ
- časopisecké články MeSH
- Názvy látek
- antagonista receptoru pro interleukin 1 * MeSH
- bakteriální proteiny * MeSH
- sekreční systém typu III * MeSH
Eosinophils are traditionally associated with parasitic infections and allergic pathologies. However, emerging evidence highlights their underappreciated roles during mucosal bacterial infections. Using in vivo and in vitro approaches, we demonstrate that classical Bordetella spp. increase IL-1Ra production from both epithelial cells and eosinophils to facilitate immune evasion and persistence. Depletion of IL-1Ra via genetic knockout or antibody neutralization in vivo accelerated bacterial clearance. We show that the Bordetella type III secretion system (T3SS) effector, BteA, promotes AkT/mTOR pathway activation leading to IL-1Ra expression, which is independent of IL-1α or IL-1β production. Together, our findings uncover the molecular mechanism by which classical Bordetellae exploit host epithelial-eosinophil signaling to exclusively upregulate IL-1Ra and dampen host inflammation for persistence. These results provide therapeutic targets for controlling disease caused by long-term Bordetella infection and may have broader applications for other respiratory pathogens. Moreover, these insights expand our understanding of eosinophil function beyond traditional paradigms.
Department of Biochemistry Purdue University West Lafayette IN USA
Department of Biological Sciences Purdue University West Lafayette IN USA
Department of Microbiology and Immunology University of Maryland School of Medicine Baltimore MD USA
Department of Pediatrics University of Cincinnati College of Medicine Cincinnati OH USA
Division of Allergy and Immunology Cincinnati Children's Hospital Medical Center Cincinnati OH USA
Zobrazit více v PubMed
Black, R. E. et al. Global, regional, and national causes of child mortality in 2008: a systematic analysis. PubMed
Bonomo, R. A., Perez, F., Hujer, A. M., Hujer, K. M. & Vila, A. J. The real crisis in antimicrobial resistance: failure to anticipate and respond. PubMed
Cunniff, L. et al. The impact of the COVID-19 pandemic on vaccination uptake in the United States and strategies to recover and improve vaccination rates: A review. PubMed PMC
Maltezou, H. C., Medic, S., Cassimos, D. C., Effraimidou, E. & Poland, G. A. Decreasing routine vaccination rates in children in the COVID-19 era. PubMed PMC
Warfel, J. M. & Edwards, K. M. Pertussis vaccines and the challenge of inducing durable immunity. PubMed
Baker, R. E. et al. Infectious disease in an era of global change. PubMed PMC
Herrou, J. et al. Molecular evolution of the two-component system BvgAS Involved in Virulence Regulation in Bordetella. PubMed PMC
Gestal, M. C. et al. Blood or serum exposure induce global transcriptional changes, altered antigenic profile, and increased cytotoxicity by classical Bordetellae. PubMed PMC
Parrish, K. M. & Gestal, M. C. Eosinophils as drivers of bacterial immunomodulation and persistence. PubMed PMC
Stibitz, S. & Yang, M.-S. Genomic plasticity in natural populations of Bordetella pertussis. PubMed PMC
Mattoo, S. & Cherry, J. D. Molecular pathogenesis, epidemiology, and clinical manifestations of respiratory infections due to Bordetella pertussis and other Bordetella subspecies. PubMed PMC
Higgs, R., Higgins, S. C., Ross, P. J. & Mills, K. H. G. Immunity to the respiratory pathogen Bordetella pertussis. PubMed
Gestal, M. C., Whitesides, L. T. & Harvill, E. T. Integrated Signaling Pathways Mediate Bordetella Immunomodulation, Persistence, and Transmission. PubMed PMC
Beynon, K. A. et al. Bordetella pertussis in adult pneumonia patients. PubMed PMC
Yaari, E. et al. Clinical manifestations of Bordetella pertussis Infection In Immunized Children And Young Adults. PubMed
Zimmerman, L. I. et al. Histopathology of Bordetella pertussis in the Baboon Model. PubMed PMC
Paddock, C. D. et al. Pathology and pathogenesis of fatal Bordetella pertussis infection in infants. PubMed
Harrington, L. et al. Burden of pertussis in adults aged 50 years and older: a retrospective database study in England. PubMed PMC
Mallory, F. B. & Hornor, A. A. Pertussis: the histological lesion in the respiratory tract. PubMed PMC
Galassi, F. M., Varotto, E. & Martini, M. The history of pertussis: from an ancient scourge to a contemporary health burden. PubMed PMC
Mattoo, S., Foreman-Wykert, A. K., Cotter, P. A. & Miller, J. F. Mechanisms of bordetella pathogenesis. PubMed
Chamorro, B. M. et al. Bordetella bronchiseptica and Bordetella pertussis: similarities and differences in infection, immuno-modulation, and vaccine considerations. PubMed PMC
Gueirard, P., Weber, C., Coustumier, A. L. & Guiso, N. Human Bordetella bronchiseptica infection related to contact with infected animals: persistence of bacteria in host. PubMed PMC
Reagan, K. L. & Sykes, J. E. Canine infectious respiratory disease. PubMed PMC
Szvalb, A. D., Rolston, K. V., Mori, N., Tarrand, J. J. & Mulanovich, V. E. Infections with the agent of ‘kennel cough’ in patients with cancer. PubMed
Horiguchi, Y. Pasteurella multocida, molecular biology, toxins and infection. PubMed
Zhao, Z. et al. The occurrence of Bordetella bronchiseptica in pigs with clinical respiratory disease. PubMed
Cross, R. F. Bordetella bronchiseptica-induced porcine atrophic rhinitis. PubMed
Cummings, C. A., Brinig, M. M., Lepp, P. W., van de Pas, S. & Relman, D. A. Bordetella species are distinguished by patterns of substantial gene loss and host adaptation. PubMed PMC
Taylor-Mulneix, D. L., Soumana, I. H., Linz, B. & Harvill, E. T. Evolution of Bordetellae from environmental microbes to human respiratory pathogens: amoebae as a missing link. PubMed PMC
Parkhill, J. et al. Comparative analysis of the genome sequences of Bordetella pertussis, Bordetella parapertussis and Bordetella bronchiseptica. PubMed
Linz, B. et al. Acquisition and loss of virulence-associated factors during genome evolution and speciation in three clades of Bordetella species. PubMed PMC
Ma, L. et al. Pertactin contributes to shedding and transmission of Bordetella bronchiseptica. PubMed PMC
Park, J. et al. Comparative genomics of the classical Bordetella subspecies: the evolution and exchange of virulence-associated diversity amongst closely related pathogens. PubMed PMC
Weigand, M. R. et al. Genomic survey of Bordetella pertussis diversity, United States, 2000–2013. PubMed PMC
Fennelly, N. K. et al. Bordetella pertussis expresses a functional type III secretion system that subverts protective innate and adaptive immune responses. PubMed PMC
Bjørnstad, O. N. & Harvill, E. T. Evolution and emergence of Bordetella in humans. PubMed
Nordholm, A. C. et al. Pertussis epidemic in Denmark, August 2023 to February 2024. PubMed PMC
de Paula, V. G. et al. fim3–24/ptxP-3 genotype is associated to whooping cough outbreak in Brazilian Midwest: The selection of Bordetella pertussis strains driven by vaccine immunization. PubMed
Poeta, M. et al. Pertussis outbreak in neonates and young infants across Italy, January to May 2024: implications for vaccination strategies. PubMed PMC
Scutari, R. et al. A new epidemic wave of Bordetella pertussis in paediatric population: impact and role of co-infections in pertussis disease. PubMed PMC
Casadevall, A. & Pirofski, L. What is a host? Attributes of individual susceptibility. PubMed PMC
Gestal, M. C. et al. Enhancement of immune response against Bordetella spp. by disrupting immunomodulation. PubMed PMC
Gestal, M. C., Howard, L. K., Dewan, K. K. & Harvill, E. T. Bbvac: a live vaccine candidate that provides long-lasting anamnestic and Th17-mediated immunity against the three classical Bordetella spp. PubMed PMC
First, N. J. et al. Bordetella spp. block eosinophil recruitment to suppress the generation of early mucosal protection. PubMed PMC
Curchoe, C. L. All models are wrong, but some are useful. PubMed PMC
Soumana, I. H. et al. Modeling immune evasion and vaccine limitations by targeted nasopharyngeal Bordetella pertussis inoculation in mice. PubMed PMC
Holban, A. M., Gregoire, C. M. & Gestal, M. C. Conquering the host: Bordetella spp. and Pseudomonas aeruginosa molecular regulators in lung infection. PubMed PMC
Kozak, N. A., Mattoo, S., Foreman-Wykert, A. K., Whitelegge, J. P. & Miller, J. F. Interactions between partner switcher orthologs BtrW and BtrV regulate type III secretion in Bordetella. PubMed PMC
Ahuja, U. et al. Differential regulation of type III secretion and virulence genes in Bordetella pertussis and Bordetella bronchiseptica by a secreted anti-σ factor. PubMed PMC
Mattoo, S., Yuk, M. H., Huang, L. L. & Miller, J. F. Regulation of type III secretion in Bordetella. PubMed
Gestal, M. C. et al. Disrupting Bordetella immunosuppression reveals a role for eosinophils in coordinating the adaptive immune response in the respiratory tract. PubMed PMC
Buonomo, E. L. et al. Microbiota-regulated IL-25 increases eosinophil number to provide protection during clostridium difficile infection. PubMed PMC
Cowardin, C. A. et al. The binary toxin CDT enhances Clostridium difficile virulence by suppressing protective colonic eosinophilia. PubMed PMC
Lee, J. J., Jacobsen, E. A., McGarry, M. P., Schleimer, R. P. & Lee, N. A. Eosinophils in health and disease: the LIAR hypothesis. PubMed PMC
Arnold, I. C. et al. Eosinophils suppress Th1 responses and restrict bacterially induced gastrointestinal inflammation. PubMed PMC
Steffan, B. N., Townsend, E. A., Denlinger, L. C. & Johansson, M. W. Eosinophil-epithelial cell interactions in asthma. PubMed PMC
Morissette, M., Godbout, K., Côté, A. & Boulet, L.-P. Asthma COPD overlap: Insights into cellular and molecular mechanisms. PubMed
Osei, E. T., Brandsma, C.-A., Timens, W., Heijink, I. H. & Hackett, T.-L. Current perspectives on the role of interleukin-1 signalling in the pathogenesis of asthma and COPD. PubMed
Dinarello, C. A. Overview of the IL-1 family in innate inflammation and acquired immunity. PubMed PMC
Weber, A., Wasiliew, P. & Kracht, M. Interleukin-1 (IL-1) pathway. PubMed
Zhang, X. et al. Interleukin-1 receptor signaling is required to overcome the effects of pertussis toxin and for efficient infection- or vaccination-induced immunity against Bordetella pertussis. PubMed PMC
Heiss, L. N., Moser, S. A., Unanue, E. R. & Goldman, W. E. Interleukin-1 is linked to the respiratory epithelial cytopathology of pertussis. PubMed PMC
Kessie, D. K. et al. Activity of tracheal cytotoxin of Bordetella pertussis in a human tracheobronchial 3D tissue model. PubMed PMC
Place, D. E., Muse, S. J., Kirimanjeswara, G. S. & Harvill, E. T. Caspase-1-independent interleukin-1β is required for clearance of Bordetella pertussis infections and whole-cell vaccine-mediated immunity. PubMed PMC
Kroes, M. M. et al. Activation of human NK cells by Bordetella pertussis requires inflammasome activation in macrophages. PubMed PMC
Morgenstern, N. B.-B. et al. Single-cell RNA-sequencing of human eosinophils in allergic inflammation in the esophagus. PubMed PMC
Dunn, J. L. M. et al. Bidirectional crosstalk between eosinophils and esophageal epithelial cells regulates inflammatory and remodeling processes. PubMed PMC
Sugawara, R. et al. Small intestinal eosinophils regulate Th17 cells by producing IL-1 receptor antagonist. PubMed PMC
Teufel, L. U., Arts, R. J. W., Netea, M. G., Dinarello, C. A. & Joosten, L. A. B. IL-1 family cytokines as drivers and inhibitors of trained immunity. PubMed
Griffith, J. W. et al. Regulatory T cell-derived IL-1Ra suppresses the innate response to respiratory viral infection. PubMed PMC
Dinarello, C. A. & Meer, J. W. M. van der. Treating inflammation by blocking interleukin-1 in humans. PubMed PMC
Wang, Y. et al. Identification of an IL-1 receptor mutation driving autoinflammation directs IL-1-targeted drug design. PubMed
Kyriazopoulou, E. et al. Effect of anakinra on mortality in patients with COVID-19: a systematic review and patient-level meta-analysis. PubMed PMC
Zhao, Y. et al. Longitudinal COVID-19 profiling associates IL-1Ra and IL-10 with disease severity and RANTES with mild disease. PubMed PMC
Ali, A. et al. IL-1 Receptor antagonist treatment aggravates staphylococcal septic arthritis and sepsis in mice. PubMed PMC
Iannitti, R. G. et al. IL-1 receptor antagonist ameliorates inflammasome-dependent inflammation in murine and human cystic fibrosis. PubMed PMC
Sivaraman, V. et al. Yersinia pestis activates both IL-1β and IL-1 receptor antagonist to modulate lung inflammation during pneumonic plague. PubMed PMC
Godwin, M. S. et al. IL-1RA regulates immunopathogenesis during fungal-associated allergic airway inflammation. PubMed PMC
Raeven, R. H. M. et al. Immunological signatures after Bordetella pertussis infection demonstrate importance of pulmonary innate immune cells. PubMed PMC
Irikura, V. M., Hirsch, E. & Hirsh, D. Effects of interleukin-1 receptor antagonist overexpression on infection by Listeria monocytogenes. PubMed PMC
Hirsch, E., Irikura, V. M., Paul, S. M. & Hirsh, D. Functions of interleukin 1 receptor antagonist in gene knockout and overproducing mice. PubMed PMC
Gander-Bui, H. T. T. et al. Targeted removal of macrophage-secreted interleukin-1 receptor antagonist protects against lethal Candida albicans sepsis. PubMed
Llibre, A. et al. Tuberculosis alters immune-metabolic pathways resulting in perturbed IL-1 responses. PubMed PMC
Kotov, D. I. et al. Interleukin-1 receptor antagonist is a conserved driver of tuberculosis. Preprint at
Tracy, E. C., Bowman, M. J., Henderson, B. W. & Baumann, H. Interleukin-1α is the major alarmin of lung epithelial cells released during photodynamic therapy to induce inflammatory mediators in fibroblasts. PubMed PMC
Perrier, S. et al. IL-1ra and IL-1 production in human oral mucosal epithelial cells in culture: differential modulation by TGF-β1 and IL-4. PubMed PMC
Perrault, D. P., Bramos, A., Xu, X., Shi, S. & Wong, A. K. Local administration of interleukin-1 receptor antagonist improves diabetic wound healing. PubMed PMC
Tan, J. L. et al. Restoration of the healing microenvironment in diabetic wounds with matrix-binding IL-1 receptor antagonist. PubMed PMC
Salliot, C., Dougados, M. & Gossec, L. Risk of serious infections during rituximab, abatacept and anakinra treatments for rheumatoid arthritis: meta-analyses of randomised placebo-controlled trials. PubMed PMC
Kline, J. M., Smith, E. A. & Zavala, A. Pertussis: common questions and answers. PubMed
Soto-Montenegro, M. et al. Assessment of airway distribution of transnasal solutions in mice by PET/CT imaging. PubMed
Lee, J. H. et al. Intranasal administration of interleukin-1 receptor antagonist in a transient focal cerebral ischemia rat model. PubMed PMC
Stibitz, S. & Yang, M. S. Subcellular localization and immunological detection of proteins encoded by the vir locus of Bordetella pertussis. PubMed PMC
Weigand, M. R. et al. The history of Bordetella pertussis genome evolution includes structural rearrangement. PubMed PMC
Shi, T. et al. Mortality risk factors among hospitalized children with severe pertussis. PubMed PMC
Scanlon, K. M., Snyder, Y. G., Skerry, C. & Carbonetti, N. H. Fatal pertussis in the neonatal mouse model is associated with pertussis toxin-mediated pathology beyond the airways. PubMed PMC
Ardanuy, J., Scanlon, K., Skerry, C., Fuchs, S. Y. & Carbonetti, N. H. Age-dependent effects of type I and type III IFNs in the pathogenesis of Bordetella pertussis infection and disease. PubMed PMC
Zaghouani, H., Hoeman, C. M. & Adkins, B. Neonatal immunity: faulty T-helpers and the shortcomings of dendritic cells. PubMed PMC
Müller, K. et al. Interleukin-1 receptor antagonist in neonates, children and adults, and in patients with pauci- and polyarticular onset juvenile chronic arthritis. PubMed
Geiger, R., Ellemunter, H., Fink, F. M., Falk, M. & Tilg, H. Circulating interleukin-1 receptor antagonist levels in neonates. PubMed
Bui, C. B. et al. Interleukin-1 receptor antagonist protects newborn mice against pulmonary hypertension. PubMed PMC
Scanlon, K. M., Chen, L. & Carbonetti, N. H. Pertussis toxin promotes pulmonary hypertension in an infant mouse model of Bordetella pertussis infection. PubMed PMC
First, N. J. et al. Bordetella spp. utilize the type 3 secretion system to manipulate the VIP/VPAC2 signaling and promote colonization and persistence of the three classical Bordetella in the lower respiratory tract. PubMed PMC
Kamanova, J. Bordetella type III secretion injectosome and effector proteins. PubMed PMC
Gonzalez-Rey, E. et al. Therapeutic effect of vasoactive intestinal peptide on experimental autoimmune encephalomyelitis down-regulation of inflammatory and autoimmune responses. PubMed PMC
Yuk, M. H., Harvill, E. T., Cotter, P. A. & Miller, J. F. Modulation of host immune responses, induction of apoptosis and inhibition of NF-κB activation by the Bordetella type III secretion system. PubMed
Pilione, M. R. & Harvill, E. T. The Bordetella bronchiseptica type III secretion system inhibits gamma interferon production that is required for efficient antibody-mediated bacterial clearance. PubMed PMC
French, C. T. et al. The Bordetella type III secretion system effector BteA contains a conserved N-terminal motif that guides bacterial virulence factors to lipid rafts. PubMed PMC
Guttman, C. et al. Characterization of the N-terminal domain of BteA: a Bordetella type III secreted cytotoxic effector. PubMed PMC
Bayram, J. et al. Cytotoxicity of the effector protein BteA was attenuated in Bordetella pertussis by insertion of an alanine residue. PubMed PMC
Panina, E. M. et al. A genome-wide screen identifies a Bordetella type III secretion effector and candidate effectors in other species. PubMed
Navarrete, K. M. et al. BopN is a gatekeeper of the Bordetella type III secretion system. PubMed PMC
Abe, A., Nishimura, R. & Kuwae, A. Bordetella effector BopN is translocated into host cells via its N-terminal residues. PubMed
Nagamatsu, K. et al. Bordetella evades the host immune system by inducing IL-10 through a type III effector. PubMed PMC
Kuwae, A., Momose, F., Nagamatsu, K., Suyama, Y. & Abe, A. BteA Secreted from the Bordetella bronchiseptica Type III secetion system induces necrosis through an actin cytoskeleton signaling pathway and inhibits phagocytosis by macrophages. PubMed PMC
Zmuda, M. et al. The Bordetella effector protein BteA induces host cell death by disruption of calcium homeostasis. PubMed PMC
Malcova, I. et al. Lipid binding by the N-terminal motif mediates plasma membrane localization of Bordetella effector protein BteA. PubMed PMC
Li, B. & Smith, T. J. PI3K/AKT pathway mediates induction of IL-1RA by TSH in fibrocytes: modulation by PTEN. PubMed PMC
Manning, B. D. & Toker, A. AKT/PKB signaling: navigating the network. PubMed PMC
Yudushkin, I. Getting the Akt Together: Guiding Intracellular Akt activity by PI3K. PubMed PMC
Chan, T. O., Rittenhouse, S. E. & Tsichlis, P. N. AKT/PKB and other D3 phosphoinositide-regulated kinases: kinase activation by phosphoinositide-dependent phosphorylation. PubMed
Yung, H. W., Charnock-Jones, D. S. & Burton, G. J. Regulation of AKT phosphorylation at Ser473 and Thr308 by endoplasmic reticulum stress modulates substrate specificity in a severity dependent manner. PubMed PMC
Bayascas, J. R. & Alessi, D. R. Regulation of Akt/PKB Ser473 phosphorylation. PubMed
Senzilet, L. D. et al. Pertussis is a frequent cause of prolonged cough illness in adults and adolescents. PubMed
Muir, A. & Falk, G. W. Eosinophilic Esophagitis. PubMed PMC
Hill, D. A. & Muir, A. B. The immune-epithelial interface in eosinophilic esophagitis: a conversation. PubMed PMC
Siddiqui, S. et al. Eosinophils and tissue remodeling: relevance to airway disease. PubMed
Arnold, I. C. Adapting to their new home: Eosinophils remodel the gut architecture. PubMed PMC
Arenberg, D. A., Kunkel, S. L., Burdick, M. D., Standiford, T. J. & Strieter, R. M. Regulation of Monocyte-Derived Interleukin 1 Receptor Antagonist by Cisplatinum. PubMed
McColl, S. R., Paquin, R., Ménard, C. & Beaulieu, A. D. Human neutrophils produce high levels of the interleukin 1 receptor antagonist in response to granulocyte/macrophage colony-stimulating factor and tumor necrosis factor alpha. PubMed PMC
Zmuda, M. et al. Limited response of primary nasal epithelial cells to Bordetella pertussis infection. PubMed PMC
Eddens, T. et al. Eosinophils contribute to early clearance of Pneumocystis murina Infection. PubMed PMC
Lilly, L. M. et al. Eosinophil deficiency compromises lung defense against Aspergillus fumigatus. PubMed PMC
Ambite, I. et al. Therapeutic effects of IL-1RA against acute bacterial infections, including antibiotic-resistant strains. PubMed PMC
Mancilla, J., García, P. & Dinarello, C. A. The interleukin-1 receptor antagonist can either reduce or enhance the lethality of Klebsiella pneumoniae sepsis in newborn rats. PubMed PMC
Lindblad, A., Persson, K. & Demirel, I. IL-1RA is part of the inflammasome-regulated immune response in bladder epithelial cells and influences colonization of uropathogenic E. coli. PubMed
Kanangat, S. et al. Enhanced extracellular growth of Staphylococcus aureus in the presence of selected linear peptide fragments of human interleukin (IL)—1β and IL-1 receptor antagonist. PubMed
Kovach, M. E. et al. Four new derivatives of the broad-host-range cloning vector pBBR1MCS, carrying different antibiotic-resistance cassettes. PubMed
Mai, E., Limkar, A. R., Percopo, C. M. & Rosenberg, H. F. Generation of mouse eosinophils in tissue culture from unselected bone marrow progenitors. PubMed
Tian, X. et al. Dosage sensitivity intolerance of VIPR2 microduplication is disease causative to manifest schizophrenia-like phenotypes in a novel BAC transgenic mouse model. PubMed
Palarea-Albaladejo, J. & McKendrick, I. Best practice for the design and statistical analysis of animal studies. PubMed