An Integrative miRNA-mRNA Expression Analysis Reveals Striking Transcriptomic Similarities between Severe Equine Asthma and Specific Asthma Endotypes in Humans

Severe equine asthma is an incurable obstructive respiratory condition affecting 10–15% of horses in temperate climates. Upon exposure to airborne antigens from hay feeding, affected horses show neutrophilic airway inflammation and bronchoconstriction, leading to increased respiratory effort. The resulting implications range from welfare concerns to economic impacts on equestrian sports and horse breeding. Immunological and pathophysiological characteristics of severe equine asthma show important parallels with allergic and severe neutrophilic human asthma. Our study aimed at investigating regulatory networks underlying the pathophysiology of the disease by profiling miRNA and mRNA expression in lung tissue samples from asthmatic horses compared with healthy controls. We sequenced small RNAs and mRNAs from lungs of seven asthmatic horses in exacerbation, five affected horses in remission, and eight healthy control horses. Our comprehensive differential expression analyses, combined with the miRNA–mRNA negative correlation approach, revealed a strong similarity on the transcriptomic level between severe equine asthma and severe neutrophilic asthma in humans, potentially through affecting Th17 cell differentiation. This study also showed that several dysregulated miRNAs and mRNAs are involved in airway remodeling. These results present a starting point for a better transcriptomic understanding of severe equine asthma and its similarities to asthma in humans.

[1]  C. Hopster-Iversen,et al.  Bronchoalveolar lavage fluid cytokine, cytology and IgE allergen in horses with equine asthma. , 2019, Veterinary immunology and immunopathology.

[2]  A. Eddy,et al.  The lung transcriptome of horses with pasture-associated severe equine asthma identifies a Th17-high Th2-low phenotype , 2019, Journal of Equine Veterinary Science.

[3]  M. Locati,et al.  MicroRNAs as Molecular Switches in Macrophage Activation , 2019, Front. Immunol..

[4]  Seong-Jin Kim,et al.  Interleukin 1 Up-regulates MicroRNA 135b to Promote Inflammation-Associated Gastric Carcinogenesis in Mice. , 2019, Gastroenterology.

[5]  S. Anders,et al.  Gene set enrichment analysis of the bronchial epithelium implicates contribution of cell cycle and tissue repair processes in equine asthma , 2018, Scientific Reports.

[6]  Ian T. Fiddes,et al.  Improved reference genome for the domestic horse increases assembly contiguity and composition , 2018, Communications Biology.

[7]  R. Pirie,et al.  Equine asthma: Integrative biologic relevance of a recently proposed nomenclature , 2018, Journal of veterinary internal medicine.

[8]  F. E. Lee,et al.  Understanding Asthma Phenotypes, Endotypes, and Mechanisms of Disease , 2018, Clinical Reviews in Allergy & Immunology.

[9]  J. Lavoie,et al.  Bronchoalveolar lavage fluid neutrophilia is associated with the severity of pulmonary lesions during equine asthma exacerbations , 2018, Equine veterinary journal.

[10]  S. Bellusci,et al.  miR-142-3p is associated with aberrant WNT signaling during airway remodeling in asthma. , 2018, American journal of physiology. Lung cellular and molecular physiology.

[11]  A. Kho,et al.  Circulating microRNAs and prediction of asthma exacerbation in childhood asthma , 2018, Respiratory Research.

[12]  H. Folch,et al.  Recurrent airway obstruction in horses - an allergic inflammation: a review , 2018 .

[13]  R. Einspanier,et al.  Corrigendum to “Metalloproteinases and Their Tissue Inhibitors in Comparison between Different Chronic Pneumopathies in the Horse” , 2017, Mediators of Inflammation.

[14]  V. Jagannathan,et al.  Differential Expression of Serum MicroRNAs Supports CD4+ T Cell Differentiation into Th2/Th17 Cells in Severe Equine Asthma , 2017, Genes.

[15]  Scott T Weiss,et al.  Asthma remission: Predicting future airways responsiveness using an miRNA network. , 2017, The Journal of allergy and clinical immunology.

[16]  Yin Liu,et al.  Downregulated expression of miR-142-3p in macrophages contributes to increased IL-6 levels in aged mice. , 2016, Molecular immunology.

[17]  J. Zhang,et al.  The signaling axis of microRNA-31/interleukin-25 regulates Th1/Th17-mediated inflammation response in colitis , 2016, Mucosal Immunology.

[18]  Jinhua Xu,et al.  Elevated expression of miR-142-3p is related to the pro-inflammatory function of monocyte-derived dendritic cells in SLE , 2016, Arthritis Research & Therapy.

[19]  Wei Huang,et al.  MicroRNA regulatory pathway analysis identifies miR-142-5p as a negative regulator of TGF-β pathway via targeting SMAD3 , 2016, Oncotarget.

[20]  A. Naqvi,et al.  miR-24, miR-30b and miR-142-3p interfere with antigen processing and presentation by primary macrophages and dendritic cells , 2016, Scientific Reports.

[21]  G. Zhan,et al.  MicroRNA‐26a–interleukin (IL)‐6–IL‐17 axis regulates the development of non‐alcoholic fatty liver disease in a murine model , 2016, Clinical and experimental immunology.

[22]  Francisco Avila Cobos,et al.  Asthma inflammatory phenotypes show differential microRNA expression in sputum. , 2016, The Journal of allergy and clinical immunology.

[23]  J. V. van Laar,et al.  IL-13 mediates collagen deposition via STAT6 and microRNA-135b: a role for epigenetics , 2016, Scientific Reports.

[24]  G. Barton,et al.  How many biological replicates are needed in an RNA-seq experiment and which differential expression tool should you use? , 2015, RNA.

[25]  Maria Vila-Casadesús,et al.  MiRComb: An R Package to Analyse miRNA-mRNA Interactions. Examples across Five Digestive Cancers , 2016, PloS one.

[26]  S. Miller,et al.  Cutting Edge: MicroRNA-223 Regulates Myeloid Dendritic Cell–Driven Th17 Responses in Experimental Autoimmune Encephalomyelitis , 2016, The Journal of Immunology.

[27]  R. Einspanier,et al.  Metalloproteinases and Their Tissue Inhibitors in Comparison between Different Chronic Pneumopathies in the Horse , 2015, Mediators of inflammation.

[28]  B. Wagner,et al.  Differential Gene Expression Profiles and Selected Cytokine Protein Analysis of Mediastinal Lymph Nodes of Horses with Chronic Recurrent Airway Obstruction (RAO) Support an Interleukin-17 Immune Response , 2015, PloS one.

[29]  E. Dermitzakis,et al.  Impaired Cell Cycle Regulation in a Natural Equine Model of Asthma , 2015, PloS one.

[30]  J. Lavoie,et al.  Asthma "of horses and men"--how can equine heaves help us better understand human asthma immunopathology and its functional consequences? , 2015, Molecular immunology.

[31]  Artemis G. Hatzigeorgiou,et al.  DIANA-miRPath v3.0: deciphering microRNA function with experimental support , 2015, Nucleic Acids Res..

[32]  X. Chen,et al.  MicroRNA-193a-3p Reduces Intestinal Inflammation in Response to Microbiota via Down-regulation of Colonic PepT1* , 2015, The Journal of Biological Chemistry.

[33]  Yanqing Tang,et al.  miR26a Modulates Th17/Treg Balance in the EAE Model of Multiple Sclerosis by Targeting IL6 , 2015, NeuroMolecular Medicine.

[34]  A. Naqvi,et al.  miR-24, miR-30b, and miR-142-3p Regulate Phagocytosis in Myeloid Inflammatory Cells , 2015, The Journal of Immunology.

[35]  W. Huber,et al.  Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 , 2014, Genome Biology.

[36]  A. Halayko,et al.  MicroRNA-146a and microRNA-146b expression and anti-inflammatory function in human airway smooth muscle. , 2014, American journal of physiology. Lung cellular and molecular physiology.

[37]  S. Chotirmall,et al.  Transforming growth factor β and severe asthma: a perfect storm. , 2014, Respiratory medicine.

[38]  Paul Theodor Pyl,et al.  HTSeq – A Python framework to work with high-throughput sequencing data , 2014, bioRxiv.

[39]  K. Druey,et al.  Loss of regulator of G protein signaling 5 promotes airway hyperresponsiveness in the absence of allergic inflammation. , 2014, The Journal of allergy and clinical immunology.

[40]  K. Lemos,et al.  Airway collagen and elastic fiber content correlates with lung function in equine heaves. , 2014, American journal of physiology. Lung cellular and molecular physiology.

[41]  R. Pirie Recurrent airway obstruction: a review. , 2014, Equine veterinary journal.

[42]  L. Wood,et al.  Sputum gene expression signature of 6 biomarkers discriminates asthma inflammatory phenotypes. , 2014, The Journal of allergy and clinical immunology.

[43]  Praveen Sethupathy,et al.  HDL-transferred microRNA-223 regulates ICAM-1 expression in endothelial cells , 2014, Nature Communications.

[44]  A. Niedźwiedź,et al.  Neutrophil and macrophage apoptosis in bronchoalveolar lavage fluid from healthy horses and horses with recurrent airway obstruction (RAO) , 2014, BMC Veterinary Research.

[45]  L. Bargelloni,et al.  Real time RT-PCR analysis of inflammatory mediator expression in recurrent airway obstruction-affected horses. , 2013, Veterinary immunology and immunopathology.

[46]  Chris T. A. Evelo,et al.  CyTargetLinker: A Cytoscape App to Integrate Regulatory Interactions in Network Analysis , 2013, PloS one.

[47]  R. Peebles,et al.  Th17-mediated inflammation in asthma. , 2013, Current opinion in immunology.

[48]  J. Schreiber,et al.  MicroRNA-223 controls susceptibility to tuberculosis by regulating lung neutrophil recruitment. , 2013, The Journal of clinical investigation.

[49]  S. Phipps,et al.  Elevated expression of the NLRP3 inflammasome in neutrophilic asthma , 2013, European Respiratory Journal.

[50]  Soyoung Lee,et al.  Aryl hydrocarbon receptor-mediated induction of the microRNA-132/212 cluster promotes interleukin-17–producing T-helper cell differentiation , 2013, Proceedings of the National Academy of Sciences.

[51]  C. Drögemüller,et al.  The interleukin 4 receptor gene and its role in recurrent airway obstruction in Swiss Warmblood horses. , 2012, Animal genetics.

[52]  Olli Kallioniemi,et al.  Identification of MicroRNAs Inhibiting TGF-β-Induced IL-11 Production in Bone Metastatic Breast Cancer Cells , 2012, PloS one.

[53]  M. Levrero,et al.  Transcriptional regulation of miR-224 upregulated in human HCCs by NFκB inflammatory pathways. , 2012, Journal of Hepatology.

[54]  B. Ryffel,et al.  Stat3 and Gfi-1 transcription factors control Th17 cell immunosuppressive activity via the regulation of ectonucleotidase expression. , 2012, Immunity.

[55]  Teresa To,et al.  Global asthma prevalence in adults: findings from the cross-sectional world health survey , 2012, BMC Public Health.

[56]  Hiroshi I. Suzuki,et al.  miR-135b mediates NPM-ALK-driven oncogenicity and renders IL-17-producing immunophenotype to anaplastic large cell lymphoma. , 2011, Blood.

[57]  M. Leclere,et al.  Heaves, an asthma‐like disease of horses , 2011 .

[58]  Sebastian D. Mackowiak,et al.  miRDeep2 accurately identifies known and hundreds of novel microRNA genes in seven animal clades , 2011, Nucleic acids research.

[59]  Marcel Martin Cutadapt removes adapter sequences from high-throughput sequencing reads , 2011 .

[60]  Ana Kozomara,et al.  miRBase: integrating microRNA annotation and deep-sequencing data , 2010, Nucleic Acids Res..

[61]  T. Zhu,et al.  miR-223 and miR-142 attenuate hematopoietic cell proliferation, and miR-223 positively regulates miR-142 through LMO2 isoforms and CEBP-β , 2010, Cell Research.

[62]  D. Horohov,et al.  Interleukin-4 and interferon-gamma gene expression in summer pasture-associated obstructive pulmonary disease affected horses. , 2010, Equine veterinary journal.

[63]  Bin Zhang,et al.  Expression of RECK and matrix metalloproteinase-2 in ameloblastoma , 2009, BMC Cancer.

[64]  T. Leeb,et al.  A whole-genome scan for recurrent airway obstruction in Warmblood sport horses indicates two positional candidate regions , 2009, Mammalian Genome.

[65]  L. Lynd,et al.  Economic burden of asthma: a systematic review , 2009, BMC pulmonary medicine.

[66]  A. El-Kadi,et al.  Role of NF-κB in the regulation of cytochrome P450 enzymes , 2009 .

[67]  M. Pietra,et al.  Equine Bronchoalveolar Lavage Cytokines in the Development of Recurrent Airway Obstruction , 2007, Veterinary Research Communications.

[68]  R. Christley,et al.  A survey of horse owners in Great Britain regarding horses in their care. Part 2: Risk factors for recurrent airway obstruction. , 2007, Equine veterinary journal.

[69]  Bryan Frank,et al.  Multistrain genetic comparisons reveal CCR5 as a receptor involved in airway hyperresponsiveness. , 2006, American journal of respiratory cell and molecular biology.

[70]  D. Horohov,et al.  Temporal regulation of cytokine mRNA expression in equine recurrent airway obstruction. , 2005, Veterinary immunology and immunopathology.

[71]  J. Lavoie,et al.  Chronic exacerbation of equine heaves is associated with an increased expression of interleukin-17 mRNA in bronchoalveolar lavage cells. , 2005, Veterinary immunology and immunopathology.

[72]  H. Erb,et al.  Recurrent airway obstruction (RAO) in horses is characterized by IFN-gamma and IL-8 production in bronchoalveolar lavage cells. , 2003, Veterinary immunology and immunopathology.

[73]  P. Shannon,et al.  Cytoscape: a software environment for integrated models of biomolecular interaction networks. , 2003, Genome research.

[74]  M. Campbell,et al.  PANTHER: a library of protein families and subfamilies indexed by function. , 2003, Genome research.

[75]  N. Frossard,et al.  Increased expression and decreased activity of cytochrome P450 1A1 in a murine model of toluene diisocyanate-induced asthma , 2002, Archives of Toxicology.

[76]  R. MacKay,et al.  Cytokine induction in pulmonary airways of horses with heaves and effect of therapy with inhaled fluticasone propionate. , 2002, Veterinary immunology and immunopathology.

[77]  J. Martin,et al.  Neutrophilic airway inflammation in horses with heaves is characterized by a Th2-type cytokine profile. , 2001, American journal of respiratory and critical care medicine.

[78]  G. Bonizzi,et al.  Mechanisms of Persistent NF-κB Activity in the Bronchi of an Animal Model of Asthma1 , 2000, The Journal of Immunology.

[79]  G. Bonizzi,et al.  Correlation between nuclear factor-kappaB activity in bronchial brushing samples and lung dysfunction in an animal model of asthma. , 2000, American journal of respiratory and critical care medicine.

[80]  Weixin Nong Long non-coding RNA NEAT1/miR-193a-3p regulates LPS-induced apoptosis and inflammatory injury in WI-38 cells through TLR4/NF-κB signaling. , 2019, American journal of translational research.

[81]  K. Druey,et al.  RGS4 Overexpression in Lung Attenuates Airway Hyperresponsiveness in Mice , 2018, American journal of respiratory cell and molecular biology.

[82]  A. Halayko,et al.  MicroRNA-146 a and microRNA-146 b expression and anti-inflammatory function in human airway smooth muscle , 2014 .

[83]  Thomas R. Gingeras,et al.  STAR: ultrafast universal RNA-seq aligner , 2013, Bioinform..

[84]  J. Schalkwijk,et al.  Epithelial and Mesenchymal Cell Biology Type 2 Helper T-Cell Cytokines Induce Morphologic and Molecular Characteristics of Atopic Dermatitis in Human Skin Equivalent , 2011 .

[85]  Hiroshi I. Suzuki,et al.  miR-135 b mediates NPM-ALK – driven oncogenicity and renders IL-17 – producing immunophenotype to anaplastic large cell lymphoma * , 2011 .

[86]  Q. Hamid,et al.  IL-4, IL-5 and IFN-γ mRNA expression in pulmonary lymphocytes in equine heaves , 2004 .

[87]  N. Traficante,et al.  Siah ubiquitin ligase is structurally related to TRAF and modulates TNF-α signaling , 2002, Nature Structural Biology.