The Use of Kosher Phenotyping for Mapping QTL Affecting Susceptibility to Bovine Respiratory Disease

Bovine respiratory disease (BRD) is the leading cause of morbidity and mortality in feedlot cattle, caused by multiple pathogens that become more virulent in response to stress. As clinical signs often go undetected and various preventive strategies failed, identification of genes affecting BRD is essential for selection for resistance. Selective DNA pooling (SDP) was applied in a genome wide association study (GWAS) to map BRD QTLs in Israeli Holstein male calves. Kosher scoring of lung adhesions was used to allocate 122 and 62 animals to High (Glatt Kosher) and Low (Non-Kosher) resistant groups, respectively. Genotyping was performed using the Illumina BovineHD BeadChip according to the Infinium protocol. Moving average of -logP was used to map QTLs and Log drop was used to define their boundaries (QTLRs). The combined procedure was efficient for high resolution mapping. Nineteen QTLRs distributed over 13 autosomes were found, some overlapping previous studies. The QTLRs contain polymorphic functional and expression candidate genes to affect kosher status, with putative immunological and wound healing activities. Kosher phenotyping was shown to be a reliable means to map QTLs affecting BRD morbidity.

[1]  Alison L. Van Eenennaam,et al.  Immunological Response to Single Pathogen Challenge with Agents of the Bovine Respiratory Disease Complex: An RNA-Sequence Analysis of the Bronchial Lymph Node Transcriptome , 2015, PloS one.

[2]  K. Maddock-Carlin,et al.  The relationship between pre-harvest stress and the carcass characteristics of beef heifers that qualified for kosher designation. , 2015, Meat science.

[3]  Alison L. Van Eenennaam,et al.  Susceptibility loci revealed for bovine respiratory disease complex in pre-weaned holstein calves , 2014, BMC Genomics.

[4]  S. Vowler,et al.  N-acetyl-L-aspartyl-L-glutamate peptidase-like 2 is overexpressed in cancer and promotes a pro-migratory and pro-metastatic phenotype , 2014, Oncogene.

[5]  M. Soller,et al.  Genome-wide association study for somatic cell score in Valdostana Red Pied cattle breed using pooled DNA , 2014, BMC Genetics.

[6]  S. Catz The role of Rab27a in the regulation of neutrophil function , 2014, Cellular microbiology.

[7]  E. J. Pollak,et al.  Beef cattle body temperature during climatic stress: a genome-wide association study , 2014, International Journal of Biometeorology.

[8]  R. Schnabel,et al.  Large-effect pleiotropic or closely linked QTL segregate within and across ten US cattle breeds , 2014, BMC Genomics.

[9]  A. Smahi,et al.  AP1S3 mutations are associated with pustular psoriasis and impaired Toll-like receptor 3 trafficking. , 2014, American journal of human genetics.

[10]  S. Citi,et al.  PLEKHA7 modulates epithelial tight junction barrier function , 2014, Tissue barriers.

[11]  H. A. O’Neill,et al.  Influence of Kosher (Shechita) and conventional slaughter techniques on shear force, drip and cooking loss of beef , 2014 .

[12]  C. Lawley,et al.  SNPchiMp: a database to disentangle the SNPchip jungle in bovine livestock , 2014, BMC Genomics.

[13]  L. Zitvogel,et al.  Autophagy and cellular immune responses. , 2013, Immunity.

[14]  K. J. Henley,et al.  ABCA12 regulates ABCA1-dependent cholesterol efflux from macrophages and the development of atherosclerosis. , 2013, Cell metabolism.

[15]  P. Bradding,et al.  CADM1 Is a Key Receptor Mediating Human Mast Cell Adhesion to Human Lung Fibroblasts and Airway Smooth Muscle Cells , 2013, PloS one.

[16]  E. Lipkin Linkage Disequilibrium and Haplotype Blocks in Cattle and Chicken Populations , 2013 .

[17]  L. Hsu,et al.  Association of SELE genotypes/haplotypes with sE-selectin levels in Taiwanese individuals: interactive effect of MMP9 level , 2012, BMC Medical Genetics.

[18]  M. Soller,et al.  Variation in the ovocalyxin-32 gene in commercial egg-laying chickens and its relationship with egg production and egg quality traits. , 2012, Animal genetics.

[19]  T. P. Smith,et al.  Association of single nucleotide polymorphisms in the ANKRA2 and CD180 genes with bovine respiratory disease and presence of Mycobacterium avium subsp. paratuberculosis(1). , 2011, Animal genetics.

[20]  G. Snowder,et al.  Fine Mapping of Loci on BTA2 and BTA26 Associated with Bovine Viral Diarrhea Persistent Infection and Linked with Bovine Respiratory Disease in Cattle , 2011, Front. Gene..

[21]  S. Xiao,et al.  Understanding Streptococcus suis serotype 2 infection in pigs through a transcriptional approach , 2011, BMC Genomics.

[22]  J. S. Neibergs,et al.  Loci on Bos taurus chromosome 2 and Bos taurus chromosome 26 are linked with bovine respiratory disease and associated with persistent infection of bovine viral diarrhea virus. , 2011, Journal of animal science.

[23]  U. Baron,et al.  Epigenetic modification of the human CCR6 gene is associated with stable CCR6 expression in T cells. , 2011, Blood.

[24]  Tariq Ahmad,et al.  Genome-wide meta-analysis increases to 71 the number of confirmed Crohn's disease susceptibility loci , 2010, Nature Genetics.

[25]  M. Soller,et al.  A genome scan for quantitative trait loci affecting milk somatic cell score in Israeli and Italian Holstein cows by means of selective DNA pooling with single- and multiple-marker mapping. , 2010, Journal of dairy science.

[26]  S. Narumiya,et al.  Emerging roles of prostanoids in T cell‐mediated immunity , 2010, IUBMB life.

[27]  U. Tepass,et al.  Adherens junctions: from molecules to morphogenesis , 2010, Nature Reviews Molecular Cell Biology.

[28]  S. Akira,et al.  Regulation of innate immune responses by autophagy-related proteins , 2010, The Journal of cell biology.

[29]  I. Izhaki,et al.  Differential stress responses among newly received calves: variations in reductant capacity and Hsp gene expression , 2010, Cell Stress and Chaperones.

[30]  W. D. Busby,et al.  Evaluation of fixed sources of variation and estimation of genetic parameters for incidence of bovine respiratory disease in preweaned calves and feedlot cattle12 , 2010, Journal of animal science.

[31]  Tom Druet,et al.  A Hidden Markov Model Combining Linkage and Linkage Disequilibrium Information for Haplotype Reconstruction and Quantitative Trait Locus Fine Mapping , 2010, Genetics.

[32]  F. Stanke,et al.  Characterization of the porcine transferrin gene (TF) and its association with disease severity following an experimental Actinobacillus pleuropneumoniae infection. , 2009, Animal genetics.

[33]  W. Cardoso,et al.  Mechanisms of lung development: contribution to adult lung disease and relevance to chronic obstructive pulmonary disease. , 2009, Proceedings of the American Thoracic Society.

[34]  M. Goddard,et al.  Mapping genes for complex traits in domestic animals and their use in breeding programmes , 2009, Nature Reviews Genetics.

[35]  B. Guldbrandtsen,et al.  Genome scan detects quantitative trait loci affecting female fertility traits in Danish and Swedish Holstein cattle. , 2009, Journal of dairy science.

[36]  W. D. Busby,et al.  An evaluation of bovine respiratory disease complex in feedlot cattle: Impact on performance and carcass traits using treatment records and lung lesion scores. , 2009, Journal of animal science.

[37]  A. Ward,et al.  Evolution of the Ikaros Gene Family: Implications for the Origins of Adaptive Immunity 1 , 2009, The Journal of Immunology.

[38]  Anbupalam Thalamuthu,et al.  A Genome-Wide Association Study Identifies Novel and Functionally Related Susceptibility Loci for Kawasaki Disease , 2009, PLoS genetics.

[39]  M. Paulsson,et al.  The widely expressed extracellular matrix protein SMOC-2 promotes keratinocyte attachment and migration. , 2008, Experimental cell research.

[40]  C Maltecca,et al.  Quantitative trait loci affecting milk yield and protein percentage in a three-country Brown Swiss population. , 2008, Journal of dairy science.

[41]  E. Heifetz,et al.  Mapping Quantitative Trait Loci Affecting Susceptibility to Marek's Disease Virus in a Backcross Population of Layer Chickens , 2007, Genetics.

[42]  L. Babiuk,et al.  Comparative analysis of innate immune responses following infection of newborn calves with bovine rotavirus and bovine coronavirus. , 2007, The Journal of general virology.

[43]  L D Van Vleck,et al.  Bovine respiratory disease in feedlot cattle: phenotypic, environmental, and genetic correlations with growth, carcass, and longissimus muscle palatability traits. , 2007, Journal of animal science.

[44]  M. Crowe,et al.  Transportation stress in young bulls alters expression of neutrophil genes important for the regulation of apoptosis, tissue remodeling, margination, and anti-bacterial function. , 2007, Veterinary immunology and immunopathology.

[45]  M. Galyean,et al.  BOARD-INVITED REVIEW: Recent advances in management of highly stressed, newly received feedlot cattle , 2007, Journal of animal science.

[46]  F Verrecchia,et al.  [Cellular and molecular mechanisms of fibrosis]. , 2006, Annales de pathologie.

[47]  P. Thompson,et al.  Use of treatment records and lung lesion scoring to estimate the effect of respiratory disease on growth during early and late finishing periods in South African feedlot cattle. , 2006, Journal of animal science.

[48]  G. L. Bennett,et al.  Influence of breed, heterozygosity, and disease incidence on estimates of variance components of respiratory disease in preweaned beef calves. , 2005, Journal of animal science.

[49]  P. D. Hodgson,et al.  Effect of Stress on Viral–Bacterial Synergy in Bovine Respiratory Disease: Novel Mechanisms to Regulate Inflammation , 2005, Comparative and functional genomics.

[50]  S. Bishop Disease Resistance: Genetics , 2004 .

[51]  W. Pond,et al.  Encyclopedia of animal science , 2004 .

[52]  R. Fernando,et al.  Controlling the Proportion of False Positives in Multiple Dependent Tests , 2004, Genetics.

[53]  M. Paulsson,et al.  Characterization of SMOC-2, a modular extracellular calcium-binding protein. , 2003, The Biochemical journal.

[54]  J. Regenstein,et al.  The Kosher and Halal Food Laws. , 2003, Comprehensive reviews in food science and food safety.

[55]  O. Hanotte,et al.  Mapping of quantitative trait loci controlling trypanotolerance in a cross of tolerant West African N'Dama and susceptible East African Boran cattle , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[56]  G. Laurent,et al.  Role of plasminogen activators in peritoneal adhesion formation. , 2002, Biochemical Society transactions.

[57]  J. Weller Quantitative Trait Loci Analysis in Animals , 2001 .

[58]  L. Ashworth,et al.  Absence of PPP2R1A mutations in Wilms tumor , 2001, Oncogene.

[59]  M. Soller,et al.  A whole genome scan for quantitative trait loci affecting milk protein percentage in Israeli-Holstein cattle, by means of selective milk DNA pooling in a daughter design, using an adjusted false discovery rate criterion. , 2001, Genetics.

[60]  J. D. Tatum,et al.  Feeder Cattle Health Management: Effects on Morbidity Rates, Feedlot Performance, Carcass Characteristics, and Beef Palatability1,2 , 2001 .

[61]  J. Shabanowitz,et al.  The Immunogenicity of a New Human Minor Histocompatibility Antigen Results from Differential Antigen Processing , 2001, The Journal of experimental medicine.

[62]  R A Smith,et al.  Health of finishing steers: effects on performance, carcass traits, and meat tenderness. , 1999, Journal of animal science.

[63]  M. Galyean,et al.  Interaction of cattle health/immunity and nutrition. , 1999, Journal of animal science.

[64]  A. Doster,et al.  Method for recording pulmonary lesions of beef calves at slaughter, and the association of lesions with average daily gain , 1999, The Bovine Practitioner.

[65]  A. Steptoe,et al.  Psychosocial Stress and Susceptibility to Upper Respiratory Tract Illness in an Adult Population Sample , 1996, Psychosomatic medicine.

[66]  L. Perino,et al.  Relationships among treatment for respiratory tract disease, pulmonary lesions evident at slaughter, and rate of weight gain in feedlot cattle. , 1996, Journal of the American Veterinary Medical Association.

[67]  P. Greenough Breeding for Disease Resistance in Farm Animals , 1992 .

[68]  K. Gregory,et al.  Genetic analysis of bovine respiratory disease in beef calves during the first year of life. , 1992, Journal of animal science.

[69]  P. Lekeux,et al.  Effect of somatic growth on pulmonary function values in healthy Friesian cattle. , 1984, American journal of veterinary research.

[70]  D. Busby Factors That Impact Profit in Feeder Cattle – TCSCF Data Summary , 2014 .

[71]  J. Burnside,et al.  Using integrative genomics to elucidate genetic resistance to Marek's disease in chickens. , 2008, Developments in biologicals.

[72]  J. B. Owen,et al.  Breeding for Disease Resistance in Farm Animals (2nd edition) , 2000 .

[73]  Aaron R. Quinlan,et al.  BIOINFORMATICS APPLICATIONS NOTE , 2022 .