A 660-Kb Deletion with Antagonistic Effects on Fertility and Milk Production Segregates at High Frequency in Nordic Red Cattle: Additional Evidence for the Common Occurrence of Balancing Selection in Livestock
[en] In dairy cattle, the widespread use of artificial insemination has resulted in increased selection intensity, which has led to spectacular increase in productivity. However, cow fertility has concomitantly severely declined. It is generally assumed that this reduction is primarily due to the negative energy balance of high-producing cows at the peak of lactation. We herein describe the fine-mapping of a major fertility QTL in Nordic Red cattle, and identify a 660-kb deletion encompassing four genes as the causative variant. We show that the deletion is a recessive embryonically lethal mutation. This probably results from the loss of RNASEH2B, which is known to cause embryonic death in mice. Despite its dramatic effect on fertility, 13%, 23% and 32% of the animals carry the deletion in Danish, Swedish and Finnish Red Cattle, respectively. To explain this, we searched for favorable effects on other traits and found that the deletion has strong positive effects on milk yield. This study demonstrates that embryonic lethal mutations account for a non-negligible fraction of the decline in fertility of domestic cattle, and that associated positive effects on milk yield may account for part of the negative genetic correlation. Our study adds to the evidence that structural variants contribute to animal phenotypic variation, and that balancing selection might be more common in livestock species than previously appreciated.
Research Center/Unit :
Unit of Animal Genomics - GIGA-R Center for Quantitative Genetics and Genomics - Aarhus University MTT Agrifood Research Finland, Biotechnology and Food Research, Jokioinen, Finland
Disciplines :
Animal production & animal husbandry
Author, co-author :
Kumar Kadri, Naveen; Aarhus University > Department of Molecular Biology and Genetics > Center for Quantitative Genetics and Genomics
Sahana, Goutam; Aarhus University > Department of Molecular Biology and Genetics > Center for Quantitative Genetics and Genomics
Charlier, Carole ; Université de Liège - ULiège > Département de productions animales > GIGA-R : Génomique animale
Iso-Touru, Tehri; MTT Agrifood Research Finland > Biotechnology and Food Research
Guldbrandtsen, Bernt; Aarhus University > Department of Molecular Biology and Genetics > Center for Quantitative Genetics and Genomics
Karim, Latifa ; Université de Liège - ULiège > Département des sciences de la vie > GIGA-R : Biologie et génétique moléculaire
Sander Nielsen, Ulrik; Danish Agricultural Advisory Service, Aarhus N, Denmark
Panitz, Frank; Aarhus University > Department of Molecular Biology and Genetics > Molecular Genetics and Systems Biology
Pedersen Aamand, Gert; Nordic Cattle Genetic Evaluation, Aarhus N, Denmark
Schulman, Nina; MTT Agrifood Research Finland > Biotechnology and Food Research
Georges, Michel ; Université de Liège - ULiège > Département de productions animales > GIGA-R : Génomique animale
Vilkki, Johanna; MTT Agrifood Research Finland > Biotechnology and Food Research
Sandø Lund, Mogens; Aarhus University > Department of Molecular Biology and Genetics > Center for Quantitative Genetics and Genomics
Druet, Tom ; Université de Liège - ULiège > Département de productions animales > GIGA-R : Génomique animale
A 660-Kb Deletion with Antagonistic Effects on Fertility and Milk Production Segregates at High Frequency in Nordic Red Cattle: Additional Evidence for the Common Occurrence of Balancing Selection in Livestock
Publication date :
January 2014
Journal title :
PLoS Genetics
ISSN :
1553-7390
eISSN :
1553-7404
Publisher :
Public Library of Science, San Francisco, United States - California
Volume :
10
Issue :
1
Pages :
e1004049
Peer reviewed :
Peer Reviewed verified by ORBi
Name of the research project :
Genomic Selection
Funding text :
We are grateful to the Danish Cattle Federation/Nordic Cattle Genetic
Evaluation for providing the phenotypic data used in this study. The semen
samples of Danish Red cattle for DNA sequencing were provided by
VikingGenetics, Denmark. Tom Druet and Carole Charlier are respectively
Research Associate and Senior Research Associate from the Belgian
Fond National pour la Recherche Scientifique (FNRS). Danish Directorate for Food, Fisheries and Agri Business, VikingGenetics, Nordic Cattle Genetic Evaluation, and Aarhus University.Walloon Direction Générale Opérationnelle Agriculture, Ressources naturelles et Environnement ‘DGARNE’ (grants D31-1271 and D31-1272). MG is funded by the European Research Council (ERC-DAMONA) and by the Walloon DGARNE.
Dekkers, J.C., Hospital, F., The use of molecular genetics in the improvement of agricultural populations (2002) Nat Rev Genet, 3, pp. 22-32
Grisart, B., Coppieters, W., Farnir, F., Karim, L., Ford, C., Positional candidate cloning of a QTL in dairy cattle: identification of a missense mutation in the bovine DGAT1 gene with major effect on milk yield and composition (2002) Genome Res, 12, pp. 222-231
Hayes, B.J., Pryce, J., Chamberlain, A.J., Bowman, P.J., Goddard, M.E., Genetic architecture of complex traits and accuracy of genomic prediction: coat colour, milk-fat percentage, and type in Holstein cattle as contrasting model traits (2010) PLoS Genet, 6, pp. e1001139
Kemper, K.E., Goddard, M.E., Understanding and predicting complex traits: knowledge from cattle (2012) Hum Mol Genet, 21, pp. R45-R51
Washburn, S.P., Silvia, W.J., Brown, C.H., McDaniel, B.T., McAllister, A.J., Trends in reproductive performance in Southeastern Holstein and Jersey DHI herds (2002) J Dairy Sci, 85, pp. 244-251
Lucy, M.C., Reproductive loss in high-producing dairy cattle: where will it end? (2001) J Dairy Sci, 84, pp. 1277-1293
Silvia, W., Changes in reproductive performance of Holstein dairy cows in Kentucky from 1972 to 1996 (1998) J Dairy Sci, 81 (SUPPL. 1), p. 244
Sun, C., Madsen, P., Lund, M.S., Zhang, Y., Nielsen, U.S., Improvement in genetic evaluation of female fertility in dairy cattle using multiple-trait models including milk production traits (2010) J Anim Sci, 88, pp. 871-878
MacArthur, D.G., Balasubramanian, S., Frankish, A., Huang, N., Morris, J., A systematic survey of loss-of-function variants in human protein-coding genes (2012) Science, 335, pp. 823-828
Bittles, A.H., Neel, J.V., The costs of human inbreeding and their implications for variations at the DNA level (1994) Nat Genet, 8, pp. 117-121
Charlier, C., Agerholm, J.S., Coppieters, W., Karlskov-Mortensen, P., Li, W., A deletion in the bovine FANCI gene compromises fertility by causing fetal death and brachyspina (2012) PLoS One, 7, pp. e43085
Thomsen, B., Horn, P., Panitz, F., Bendixen, E., Petersen, A.H., A missense mutation in the bovine SLC35A3 gene, encoding a UDP-N-acetylglucosamine transporter, causes complex vertebral malformation (2006) Genome Res, 16, pp. 97-105
VanRaden, P.M., Olson, K.M., Null, D.J., Hutchison, J.L., Harmful recessive effects on fertility detected by absence of homozygous haplotypes (2011) J Dairy Sci, 94, pp. 6153-6161
Sonstegard, T.S., Cole, J.B., VanRaden, P.M., Van Tassell, C.P., Null, D.J., Identification of a nonsense mutation in CWC15 associated with decreased reproductive efficiency in Jersey cattle (2013) PLoS One, 8, pp. e54872
Fritz, S., Capitan, A., Djari, A., Rodriguez, S.C., Barbat, A., Detection of Haplotypes Associated with Prenatal Death in Dairy Cattle and Identification of Deleterious Mutations in GART, SHBG and SLC37A2 (2013) PLoS One, 8, pp. e65550
Schulman, N.F., Sahana, G., Lund, M.S., Viitala, S.M., Vilkki, J.H., Quantitative trait loci for fertility traits in Finnish Ayrshire cattle (2008) Genet Sel Evol, 40, pp. 195-214
Schulman, N.F., Sahana, G., Iso-Touru, T., McKay, S.D., Schnabel, R.D., Mapping of fertility traits in Finnish Ayrshire by genome-wide association analysis (2011) Anim Genet, 42, pp. 263-269
Olsen, H.G., Hayes, B.J., Kent, M.P., Nome, T., Svendsen, M., Genome-wide association mapping in Norwegian Red cattle identifies quantitative trait loci for fertility and milk production on BTA12 (2011) Anim Genet, 42, pp. 466-474
Druet, T., Georges, M., A hidden markov model combining linkage and linkage disequilibrium information for haplotype reconstruction and quantitative trait locus fine mapping (2010) Genetics, 184, pp. 789-798
Hou, Y., Bickhart, D.M., Hvinden, M.L., Li, C., Song, J., Fine mapping of copy number variations on two cattle genome assemblies using high density SNP array (2012) BMC Genomics, 13, p. 376
Reijns, M.A., Rabe, B., Rigby, R.E., Mill, P., Astell, K.R., Enzymatic removal of ribonucleotides from DNA is essential for mammalian genome integrity and development (2012) Cell, 149, pp. 1008-1022
White, J.K., Gerdin, A.K., Karp, N.A., Ryder, E., Buljan, M., Genome-wide Generation and Systematic Phenotyping of Knockout Mice Reveals New Roles for Many Genes (2013) Cell, 154, pp. 452-464
Fujii, J., Otsu, K., Zorzato, F., de Leon, S., Khanna, V.K., Identification of a mutation in porcine ryanodine receptor associated with malignant hyperthermia (1991) Science, 253, pp. 448-451
Georges, M., Impact of high-throughput genotyping and sequencing on the identification of genes and variants underlying phenotypic variation in domestic cattle (2012) Bovine Genomics, , In: Womack J, editor, Oxford (UK): Wiley-Blackwell
Galloway, S.M., McNatty, K.P., Cambridge, L.M., Laitinen, M.P., Juengel, J.L., Mutations in an oocyte-derived growth factor gene (BMP15) cause increased ovulation rate and infertility in a dosage-sensitive manner (2000) Nat Genet, 25, pp. 279-283
Hanrahan, J.P., Gregan, S.M., Mulsant, P., Mullen, M., Davis, G.H., Mutations in the genes for oocyte-derived growth factors GDF9 and BMP15 are associated with both increased ovulation rate and sterility in Cambridge and Belclare sheep (Ovis aries) (2004) Biol Reprod, 70, pp. 900-909
Cockett, N.E., Shay, T.L., Beever, J.E., Nielsen, D., Albretsen, J., Localization of the locus causing Spider Lamb Syndrome to the distal end of ovine Chromosome 6 (1999) Mamm Genome, 10, pp. 35-38
Beever, J.E., Smit, M.A., Meyers, S.N., Hadfield, T.S., Bottema, C., A single-base change in the tyrosine kinase II domain of ovine FGFR3 causes hereditary chondrodysplasia in sheep (2006) Anim Genet, 37, pp. 66-71
Smith, L.B., Dally, M.R., Sainz, R.D., Rodrigue, K.L., Oberbauer, A.M., Enhanced skeletal growth of sheep heterozygous for an inactivated fibroblast growth factor receptor 3 (2006) J Anim Sci, 84, pp. 2942-2949
Fasquelle, C., Sartelet, A., Li, W., Dive, M., Tamma, N., Balancing selection of a frame-shift mutation in the MRC2 gene accounts for the outbreak of the Crooked Tail Syndrome in Belgian Blue Cattle (2009) PLoS Genet, 5, pp. e1000666
Sartelet, A., Klingbeil, P., Franklin, C.K., Fasquelle, C., Geron, S., Allelic heterogeneity of Crooked Tail Syndrome: result of balancing selection? (2012) Anim Genet, 43, pp. 604-607
Sironen, A., Uimari, P., Iso-Touru, T., Vilkki, J., L1 insertion within SPEF2 gene is associated with increased litter size in the Finnish Yorkshire population (2012) J Anim Breed Genet, 129, pp. 92-97
Uhlen, M., Oksvold, P., Fagerberg, L., Lundberg, E., Jonasson, K., Towards a knowledge-based Human Protein Atlas (2010) Nat Biotechnol, 28, pp. 1248-1250
Zimin, A.V., Delcher, A.L., Florea, L., Kelley, D.R., Schatz, M.C., A whole-genome assembly of the domestic cow, Bos taurus (2009) Genome Biol, 10, pp. R42
Price, A.L., Patterson, N.J., Plenge, R.M., Weinblatt, M.E., Shadick, N.A., Principal components analysis corrects for stratification in genome-wide association studies (2006) Nat Genet, 38, pp. 904-909
Madsen, P., Jensen, J., (2010) DMU, A package for analysing Multivariate Mixed Models, , http://dmuagrscidk/dmuv6_guide50pdf, Version 6, release 5.0
Browning, B.L., Yu, Z., Simultaneous genotype calling and haplotype phasing improves genotype accuracy and reduces false-positive associations for genome-wide association studies (2009) Am J Hum Genet, 85, pp. 847-861
Andersson-Eklund, L., Danell, B., Associations of breeding values for disease traits and genetic markers in dairy cattle estimated with a mixed model (1993) J Dairy Sci, 76, pp. 3785-3791
Li, H., Ruan, J., Durbin, R., Mapping short DNA sequencing reads and calling variants using mapping quality scores (2008) Genome Res, 18, pp. 1851-1858
Li, H., Durbin, R., Fast and accurate short read alignment with Burrows-Wheeler transform (2009) Bioinformatics, 25, pp. 1754-1760
Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., The Sequence Alignment/Map format and SAMtools (2009) Bioinformatics, 25, pp. 2078-2079
McKenna, A., Hanna, M., Banks, E., Sivachenko, A., Cibulskis, K., The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data (2010) Genome Res, 20, pp. 1297-1303
Sherry, S.T., Ward, M., Sirotkin, K., Use of molecular variation in the NCBI dbSNP database (2000) Hum Mutat, 15, pp. 68-75
Trapnell, C., Roberts, A., Goff, L., Pertea, G., Kim, D., Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks (2012) Nat Protoc, 7, pp. 562-578