Skip to main content

Advertisement

Log in

A genome-wide survey reveals a deletion polymorphism associated with resistance to gastrointestinal nematodes in Angus cattle

  • Original Paper
  • Published:
Functional & Integrative Genomics Aims and scope Submit manuscript

Abstract

Gastrointestinal (GI) nematode infections are a worldwide threat to human health and animal production. In this study, we performed a genome-wide association study between copy number variations (CNVs) and resistance to GI nematodes in an Angus cattle population. Using a linear regression analysis, we identified one deletion CNV which reaches genome-wide significance after Bonferroni correction. With multiple mapped human olfactory receptor genes but no annotated bovine genes in the region, this significantly associated CNV displays high population frequencies (58.26 %) with a length of 104.8 kb on chr7. We further investigated the linkage disequilibrium (LD) relationships between this CNV and its nearby single nucleotide polymorphisms (SNPs) and genes. The underlining haplotype blocks contain immune-related genes such as ZNF496 and NLRP3. As this CNV co-segregates with linked SNPs and associated genes, we suspect that it could contribute to the detected variations in gene expression and thus differences in host parasite resistance.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Abbreviations

CNV:

Copy number variation

CNVR:

CNV region

GI:

Gastrointestinal

SNP:

Single nucleotide polymorphism

References

  • Araujo RN, Padilha T, Zarlenga D, Sonstegard T, Connor EE, Van Tassel C, Lima WS, Nascimento E, Gasbarre LC (2009) Use of a candidate gene array to delineate gene expression patterns in cattle selected for resistance or susceptibility to intestinal nematodes. Vet Parasitol 162:106–115

    Article  CAS  PubMed  Google Scholar 

  • Bae JS, Cheong HS, Kim LH, NamGung S, Park TJ, Chun JY, Kim JY, Pasaje CF, Lee JS, Shin HD (2010) Identification of copy number variations and common deletion polymorphisms in cattle. BMC Genomics 11:232

    Article  PubMed  PubMed Central  Google Scholar 

  • Barrett JC, Fry B, Maller J, Daly MJ (2005) Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics 21:263–265

    Article  CAS  PubMed  Google Scholar 

  • Bickhart DM, Hou Y, Schroeder SG, Alkan C, Cardone MF, Matukumalli LK, Song J, Schnabel RD, Ventura M, Taylor JF, Garcia JF, Van Tassell CP, Sonstegard TS, Eichler EE, Liu GE (2012) Copy number variation of individual cattle genomes using next-generation sequencing. Genome Res 22:778–790

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cicconardi F, Chillemi G, Tramontano A, Marchitelli C, Valentini A, Ajmone-Marsan P, Nardone A (2013) Massive screening of copy number population-scale variation in Bos taurus genome. BMC Genomics 14:124

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Coppieters W, Mes TH, Druet T, Farnir F, Tamma N, Schrooten C, Cornelissen AW, Georges M, Ploeger HW (2009) Mapping QTL influencing gastrointestinal nematode burden in Dutch Holstein-Friesian dairy cattle. BMC Genomics 10:96

    Article  PubMed  PubMed Central  Google Scholar 

  • Crawford AM, Paterson KA, Dodds KG, Diez TC, Williamson PA, Roberts TM, Bisset SA, Beattie AE, Greer GJ, Green RS, Wheeler R, Shaw RJ, Knowler K, McEwan JC (2006) Discovery of quantitative trait loci for resistance to parasitic nematode infection in sheep: I. Analysis of outcross pedigrees. BMC Genomics 7:178

    Article  PubMed  PubMed Central  Google Scholar 

  • Diez-Tascon C, Keane OM, Wilson T, Zadissa A, Hyndman DL, Baird DB, McEwan JC, Crawford AM (2005) Microarray analysis of selection lines from outbred populations to identify genes involved with nematode parasite resistance in sheep. Physiol Genomics 21:59–69

    Article  CAS  PubMed  Google Scholar 

  • Fadista J, Thomsen B, Holm LE, Bendixen C (2010) Copy number variation in the bovine genome. BMC Genomics 11:284

    Article  PubMed  PubMed Central  Google Scholar 

  • Gabriel SB, Schaffner SF, Nguyen H, Moore JM, Roy J, Blumenstiel B, Higgins J, DeFelice M, Lochner A, Faggart M, Liu-Cordero SN, Rotimi C, Adeyemo A, Cooper R, Ward R, Lander ES, Daly MJ, Altshuler D (2002) The structure of haplotype blocks in the human genome. Science 296:2225–2229

    Article  CAS  PubMed  Google Scholar 

  • Gasbarre LC, Leighton EA, Sonstegard T (2001) Role of the bovine immune system and genome in resistance to gastrointestinal nematodes. Vet Parasitol 98:51–64

    Article  CAS  PubMed  Google Scholar 

  • Glick G, Shirak A, Seroussi E, Zeron Y, Ezra E, Weller JI, Ron M (2011) Fine mapping of a QTL for fertility on BTA7 and its association with a CNV in the Israeli Holsteins. G3 (Bethesda) 1:65–74

    Article  CAS  Google Scholar 

  • Harhay GP, Smith TP, Alexander LJ, Haudenschild CD, Keele JW, Matukumalli LK, Schroeder SG, Van Tassell CP, Gresham CR, Bridges SM, Burgess SC, Sonstegard TS (2010) An atlas of bovine gene expression reveals novel distinctive tissue characteristics and evidence for improving genome annotation. Genome Biol 11:R102

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Henrichsen CN, Vinckenbosch N, Zollner S, Chaignat E, Pradervand S, Schutz F, Ruedi M, Kaessmann H, Reymond A (2009) Segmental copy number variation shapes tissue transcriptomes. Nat Genet 41:424–429

    Article  CAS  PubMed  Google Scholar 

  • Hou Y, Liu GE, Bickhart DM, Cardone MF, Wang K, Kim ES, Matukumalli LK, Ventura M, Song J, VanRaden PM, Sonstegard TS, Van Tassell CP (2011a) Genomic characteristics of cattle copy number variations. BMC Genomics 12:127

    Article  PubMed  PubMed Central  Google Scholar 

  • Hou Y, Liu GE, Bickhart DM, Matukumalli LK, Li C, Song J, Gasberre LC, Van Tassell CP, Sonstegard TS (2011b) Genomic regions showing copy number variations associate with resistance or susceptibility to gastrointestinal nematodes in Angus cattle. Funct Integr Genomics 12:81–92

    Article  PubMed  Google Scholar 

  • Hou Y, Bickhart DM, Hvinden ML, Li C, Song J, Boichard DA, Fritz S, Eggen A, Denise S, Wiggans GR, Sonstegard TS, Van Tassell CP, Liu GE (2012) Fine mapping of copy number variations on two cattle genome assemblies using high density SNP array. BMC Genomics 13:376

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ingham A, Reverter A, Windon R, Hunt P, Menzies M (2008) Gastrointestinal nematode challenge induces some conserved gene expression changes in the gut mucosa of genetically resistant sheep. Int J Parasitol 38:431–442

    Article  CAS  PubMed  Google Scholar 

  • Jackson JA, Turner JD, Kamal M, Wright V, Bickle Q, Else KJ, Ramsan M, Bradley JE (2006) Gastrointestinal nematode infection is associated with variation in innate immune responsiveness. Microbes Infect 8:487–492

    Article  CAS  PubMed  Google Scholar 

  • Kadri NK, Koks PD, Meuwissen TH (2012) Prediction of a deletion copy number variant by a dense SNP panel. Genet Sel Evol 44:7

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Keane OM, Zadissa A, Wilson T, Hyndman DL, Greer GJ, Baird DB, McCulloch AF, Crawford AM, McEwan JC (2006) Gene expression profiling of naive sheep genetically resistant and susceptible to gastrointestinal nematodes. BMC Genomics 7:42

    Article  PubMed  PubMed Central  Google Scholar 

  • Kim E, Sonstegard TS, Silva MVGB, Gasbarre LC, Van Tassell CP (2013) Identification of QTL affecting gastrointestinal nematodes resistance in an experimental Angus population. Animal Genetics Accepted

  • Li RW, Gasbarre LC (2009) A temporal shift in regulatory networks and pathways in the bovine small intestine during Cooperia oncophora infection. Int J Parasitol 39:813–824

    Article  PubMed  Google Scholar 

  • Li RW, Sonstegard TS, Van Tassell CP, Gasbarre LC (2007) Local inflammation as a possible mechanism of resistance to gastrointestinal nematodes in Angus heifers. Vet Parasitol 145:100–107

    Article  CAS  PubMed  Google Scholar 

  • Liu GE, Hou Y, Zhu B, Cardone MF, Jiang L, Cellamare A, Mitra A, Alexander LJ, Coutinho LL, Dell’aquila ME, Gasbarre LC, Lacalandra G, Li RW, Matukumalli LK, Nonneman D, Regitano LC, Smith TP, Song J, Sonstegard TS, Van Tassell CP, Ventura M, Eichler EE, McDaneld TG, Keele JW (2010) Analysis of copy number variations among diverse cattle breeds. Genome Res 20:693–703

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Liu GE, Brown T, Hebert DA, Cardone MF, Hou YL, Choudhary RK, Shaffer J, Amazu C, Connor EE, Ventura M, Gasbarre LC (2011) Initial analysis of copy number variations in cattle selected for resistance or susceptibility to intestinal nematodes. Mamm Genome 22:111–121

    Article  PubMed  Google Scholar 

  • Menzies M, Reverter A, Andronicos N, Hunt P, Windon R, Ingham A (2010) Nematode challenge induces differential expression of oxidant, antioxidant and mucous genes down the longitudinal axis of the sheep gut. Parasite Immunol 32:36–46

    Article  CAS  PubMed  Google Scholar 

  • Scherer SW, Lee C, Birney E, Altshuler DM, Eichler EE, Carter NP, Hurles ME, Feuk L (2007) Challenges and standards in integrating surveys of structural variation. Nat Genet 39:S7–S15

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Seroussi E, Glick G, Shirak A, Yakobson E, Weller JI, Ezra E, Zeron Y (2010) Analysis of copy loss and gain variations in Holstein cattle autosomes using BeadChip SNPs. BMC Genomics 11:673

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sonstegard TS, Gasbarre LC (2001) Genomic tools to improve parasite resistance. Vet Parasitol 101:387–403

    Article  CAS  PubMed  Google Scholar 

  • Stepek G, Buttle DJ, Duce IR, Behnke JM (2006) Human gastrointestinal nematode infections: are new control methods required? Int J Exp Pathol 87:325–341

    Article  PubMed  PubMed Central  Google Scholar 

  • Stranger BE, Forrest MS, Dunning M, Ingle CE, Beazley C, Thorne N, Redon R, Bird CP, de Grassi A, Lee C, Tyler-Smith C, Carter N, Scherer SW, Tavare S, Deloukas P, Hurles ME, Dermitzakis ET (2007) Relative impact of nucleotide and copy number variation on gene expression phenotypes. Science 315:848–853

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Zhang F, Gu W, Hurles ME, Lupski JR (2009) Copy number variation in human health, disease, and evolution. Annu Rev Genomics Hum Genet 10:451–481

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

We thank Reuben Anderson and Alexandre Dimitriv for their technical assistance. This work was supported in part by AFRI grant no. 2011-67015-30183 from USDA NIFA. Mention of trade names or commercial products in this article is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the US Department of Agriculture. The USDA is an equal opportunity provider and employer.

Conflict of interest

The authors declare that they have no competing interests.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to George E. Liu.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(DOCX 99 kb)

Table S1

(PDF 1378 kb)

Table S2

(PDF 50 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Xu, L., Hou, Y., Bickhart, D.M. et al. A genome-wide survey reveals a deletion polymorphism associated with resistance to gastrointestinal nematodes in Angus cattle. Funct Integr Genomics 14, 333–339 (2014). https://doi.org/10.1007/s10142-014-0371-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10142-014-0371-6

Keywords

Navigation