Literature DB >> 24223582

A genome-wide association study for somatic cell score using the Illumina high-density bovine beadchip identifies several novel QTL potentially related to mastitis susceptibility.

Brian K Meredith1, Donagh P Berry, Francis Kearney, Emma K Finlay, Alan G Fahey, Daniel G Bradley, David J Lynn.   

Abstract

Mastitis is an inflammation-driven disease of the bovine mammary gland that occurs in response to physical damage or infection and is one of the most costly production-related diseases in the dairy industry worldwide. We performed a genome-wide association study (GWAS) to identify genetic loci associated with somatic cell score (SCS), an indicator trait of mammary gland inflammation. A total of 702 Holstein-Friesian bulls were genotyped for 777,962 single nucleotide polymorphisms (SNPs) and associated with SCS phenotypes. The SCS phenotypes were expressed as daughter yield deviations (DYD) based on a large number of progeny performance records. A total of 138 SNPs on 15 different chromosomes reached genome-wide significance (corrected p-value ≤ 0.05) for association with SCS (after correction for multiple testing). We defined 28 distinct QTL regions and a number of candidate genes located in these QTL regions were identified. The most significant association (p-value = 1.70 × 10(-7)) was observed on chromosome 6. This QTL had no known genes annotated within it, however, the Ensembl Genome Browser predicted the presence of a small non-coding RNA (a Y RNA gene) in this genomic region. This Y RNA gene was 99% identical to human RNY4. Y RNAs are a rare type of non-coding RNA that were originally discovered due to their association with the autoimmune disease, systemic lupus erythematosus. Examining small-RNA sequencing (RNAseq) data being generated by us in multiple different mastitis-pathogen challenged cell-types has revealed that this Y RNA is expressed (but not differentially expressed) in these cells. Other QTL regions identified in this study also encoded strong candidate genes for mastitis susceptibility. A QTL region on chromosome 13, for example, was found to contain a cluster of β-defensin genes, a gene family with known roles in innate immunity. Due to the increased SNP density, this study also refined the boundaries for several known QTL for SCS and mastitis.

Entities:  

Keywords:  GWAS; Holstein-Friesian; SNP; mastitis; somatic cell score

Year:  2013        PMID: 24223582      PMCID: PMC3818585          DOI: 10.3389/fgene.2013.00229

Source DB:  PubMed          Journal:  Front Genet        ISSN: 1664-8021            Impact factor:   4.599


  53 in total

Review 1.  The bovine neutrophil: Structure and function in blood and milk.

Authors:  Max J Paape; Douglas D Bannerman; Xin Zhao; Jai-Wei Lee
Journal:  Vet Res       Date:  2003 Sep-Oct       Impact factor: 3.683

2.  Genetic parameters for clinical mastitis in the first three lactations of Dutch Holstein cattle.

Authors:  Saskia Bloemhof; Gerben de Jong; Yvette de Haas
Journal:  Vet Microbiol       Date:  2008-09-12       Impact factor: 3.293

3.  Mapping quantitative trait loci for milk production and health of dairy cattle in a large outbred pedigree.

Authors:  Q Zhang; D Boichard; I Hoeschele; C Ernst; A Eggen; B Murkve; M Pfister-Genskow; L A Witte; F E Grignola; P Uimari; G Thaller; M D Bishop
Journal:  Genetics       Date:  1998-08       Impact factor: 4.562

Review 4.  MAPK signalling pathways as molecular targets for anti-inflammatory therapy--from molecular mechanisms to therapeutic benefits.

Authors:  Bozena Kaminska
Journal:  Biochim Biophys Acta       Date:  2005-09-08

Review 5.  Quantitative trait loci mapping in dairy cattle: review and meta-analysis.

Authors:  Mehar S Khatkar; Peter C Thomson; Imke Tammen; Herman W Raadsma
Journal:  Genet Sel Evol       Date:  2004 Mar-Apr       Impact factor: 4.297

6.  Transcriptome profiling of Streptococcus uberis-induced mastitis reveals fundamental differences between immune gene expression in the mammary gland and in a primary cell culture model.

Authors:  K M Swanson; K Stelwagen; J Dobson; H V Henderson; S R Davis; V C Farr; K Singh
Journal:  J Dairy Sci       Date:  2009-01       Impact factor: 4.034

7.  Transcriptomic analysis of milk somatic cells in mastitis resistant and susceptible sheep upon challenge with Staphylococcus epidermidis and Staphylococcus aureus.

Authors:  Cécile M D Bonnefont; Mehdi Toufeer; Cécile Caubet; Eliane Foulon; Christian Tasca; Marie-Rose Aurel; Dominique Bergonier; Séverine Boullier; Christèle Robert-Granié; Gilles Foucras; Rachel Rupp
Journal:  BMC Genomics       Date:  2011-04-28       Impact factor: 3.969

8.  A novel function for SNAP29 (synaptosomal-associated protein of 29 kDa) in mast cell phagocytosis.

Authors:  Jordan Wesolowski; Vernon Caldwell; Fabienne Paumet
Journal:  PLoS One       Date:  2012-11-21       Impact factor: 3.240

9.  Designing genome-wide association studies: sample size, power, imputation, and the choice of genotyping chip.

Authors:  Chris C A Spencer; Zhan Su; Peter Donnelly; Jonathan Marchini
Journal:  PLoS Genet       Date:  2009-05-15       Impact factor: 5.917

10.  Extent of genome-wide linkage disequilibrium in Australian Holstein-Friesian cattle based on a high-density SNP panel.

Authors:  Mehar S Khatkar; Frank W Nicholas; Andrew R Collins; Kyall R Zenger; Julie A L Cavanagh; Wes Barris; Robert D Schnabel; Jeremy F Taylor; Herman W Raadsma
Journal:  BMC Genomics       Date:  2008-04-24       Impact factor: 3.969

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  20 in total

1.  A genome-wide association study for mastitis resistance in phenotypically well-characterized Holstein dairy cattle using a selective genotyping approach.

Authors:  Jacqueline P Kurz; Zhou Yang; Robert B Weiss; David J Wilson; Kerry A Rood; George E Liu; Zhongde Wang
Journal:  Immunogenetics       Date:  2018-09-30       Impact factor: 2.846

2.  Prospecting major genes in dairy buffaloes.

Authors:  G M F de Camargo; R R Aspilcueta-Borquis; M R S Fortes; R Porto-Neto; D F Cardoso; D J A Santos; S A Lehnert; A Reverter; S S Moore; H Tonhati
Journal:  BMC Genomics       Date:  2015-10-28       Impact factor: 3.969

Review 3.  Bovine mastitis: frontiers in immunogenetics.

Authors:  Kathleen Thompson-Crispi; Heba Atalla; Filippo Miglior; Bonnie A Mallard
Journal:  Front Immunol       Date:  2014-10-07       Impact factor: 7.561

Review 4.  The Role of microRNAs in Bovine Infection and Immunity.

Authors:  Nathan Lawless; Peter Vegh; Cliona O'Farrelly; David J Lynn
Journal:  Front Immunol       Date:  2014-11-27       Impact factor: 7.561

5.  A genome-wide association study for clinical mastitis in first parity US Holstein cows using single-step approach and genomic matrix re-weighting procedure.

Authors:  Francesco Tiezzi; Kristen L Parker-Gaddis; John B Cole; John S Clay; Christian Maltecca
Journal:  PLoS One       Date:  2015-02-06       Impact factor: 3.240

6.  Selection Response Due to Different Combination of Antagonistic Milk, Beef, and Morphological Traits in the Alpine Grey Cattle Breed.

Authors:  Enrico Mancin; Cristina Sartori; Nadia Guzzo; Beniamino Tuliozi; Roberto Mantovani
Journal:  Animals (Basel)       Date:  2021-05-08       Impact factor: 2.752

7.  A genome-wide association study of immune response traits in Canadian Holstein cattle.

Authors:  Kathleen A Thompson-Crispi; Mehdi Sargolzaei; Ricardo Ventura; Mohammed Abo-Ismail; Filippo Miglior; Flavio Schenkel; Bonnie A Mallard
Journal:  BMC Genomics       Date:  2014-07-04       Impact factor: 3.969

8.  Genome-wide association study for somatic cell score in Valdostana Red Pied cattle breed using pooled DNA.

Authors:  Maria G Strillacci; Erika Frigo; Fausta Schiavini; Antonia B Samoré; Fabiola Canavesi; Mario Vevey; Maria C Cozzi; Morris Soller; Ehud Lipkin; Alessandro Bagnato
Journal:  BMC Genet       Date:  2014-10-06       Impact factor: 2.797

9.  Expression patterns of β-defensin and cathelicidin genes in parenchyma of bovine mammary gland infected with coagulase-positive or coagulase-negative Staphylococci.

Authors:  Ewa M Kościuczuk; Paweł Lisowski; Justyna Jarczak; Józef Krzyżewski; Lech Zwierzchowski; Emilia Bagnicka
Journal:  BMC Vet Res       Date:  2014-10-06       Impact factor: 2.741

10.  A SNP in intron 8 of CD46 causes a novel transcript associated with mastitis in Holsteins.

Authors:  Xiuge Wang; Jifeng Zhong; Yundong Gao; Zhihua Ju; Jinming Huang
Journal:  BMC Genomics       Date:  2014-07-28       Impact factor: 3.969

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