Professor Ben Hayes
Centre Director, Animal Science
Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation (QAAFI)
Featured projects | Duration |
---|---|
Multi-contact Pore-C Genome Innovation Hub Collaborative Project (UQ infrastructure) |
2022 |
Identification and exploitation of genome landing pads for cattle. Genome Innovation Hub Collaborative Project (UQ infrastructure) |
2022 |
Publications
Book Chapters
Chen, Chunpeng James, Rutkoski, Jessica, Schnable, James C., Murray, Seth C., Wang, Lizhi, Jin, Xiuliang, Stich, Benjamin, Crossa, Jose, Hayes, Ben J. and Zhang, Zhiwu (2023). Role of the genomics-phenomics-agronomy paradigm in plant breeding. Plant breeding reviews. (pp. 627-673) edited by Irwin Goldman. Hoboken, NJ United States: John Wiley and Sons. doi: 10.1002/9781119874157.ch10
Hayes, B. J. and Cocks, B. (2021). Cattle genomics. Encyclopedia of dairy sciences. (pp. 620-625) edited by John W. Fuquay. Amsterdam, Netherlands: Elsevier. doi: 10.1016/B978-0-12-818766-1.00338-X
Voss-Fels, Kai P., Herzog, Eva, Dreisigacker, Susanne, Sukumaran, Sivakumar, Watson, Amy, Frisch, Matthias, Hayes, Ben and Hickey, Lee T. (2019). “SpeedGS” to accelerate genetic gain in spring wheat. Applications of genetic and genomic research in cereals. (pp. 303-327) edited by Thomas Miedaner and Viktor Korzun. Amsterdam, Netherlands: Elsevier. doi: 10.1016/b978-0-08-102163-7.00014-4
Hayes, Ben (2013). Overview of statistical methods for genome-wide association studies (GWAS). Genome-wide association studies and genomic prediction. (pp. 149-169) New York, NY, United States: Humana Press. doi: 10.1007/978-1-62703-447-0_6
Goddard, M. E. and Hayes, B. J. (2012). Genome-wide association studies and linkage disequilibrium in cattle. Bovine genomics. (pp. 192-210) edited by James E. Womack. Oxford, United Kingdom: John Wiley & Sons. doi: 10.1002/9781118301739.ch13
Hayes, B. J., Cocks, B. and Goddard, M. E. (2011). Genetics: cattle genomics. Encyclopedia of dairy sciences. (pp. 663-668) edited by John W. Fuquay. Kidlington, Oxford, United Kingdom: Elsevier. doi: 10.1016/B978-0-12-374407-4.00211-9
Andersen, Oivind and Hayes, Ben (2005). Population genetics. Selection and Breeding Programs in Aquaculture. (pp. 23-33) Berlin/Heidelberg: Springer Netherlands. doi: 10.1007/1-4020-3342-7_3
Hayes, Ben and Andersen, Oivind (2005). Modern biotechnology and aquaculture. Selection and Breeding Programs in Aquaculture. (pp. 301-317) Springer Netherlands. doi: 10.1007/1-4020-3342-7_19
Hayes B.J., Kinghorn B.P. and Ruvinsky A. (2004). Genome scanning for quantitative trait loci. Mammalian Genomics. (pp. 507-539) CABI Publishing.
Journal Articles
Mantilla Valdivieso, Emily F., Ross, Elizabeth M., Raza, Ali, Nguyen, Loan, Hayes, Ben J., Jonsson, Nicholas N., James, Peter and Tabor, Ala E. (2024). Expression network analysis of bovine skin infested with Rhipicephalus australis identifies pro-inflammatory genes contributing to tick susceptibility. Scientific Reports, 14 (1) 4419, 1-14. doi: 10.1038/s41598-024-54577-w
Tong, Jingyang, Tarekegn, Zerihun T., Jambuthenne, Dilani, Alahmad, Samir, Periyannan, Sambasivam, Hickey, Lee, Dinglasan, Eric and Hayes, Ben (2024). Stacking beneficial haplotypes from the Vavilov wheat collection to accelerate breeding for multiple disease resistance. Theoretical and Applied Genetics, 137 (12) 274. doi: 10.1007/s00122-024-04784-w
Copley, James P., Hayes, Benjamin J., Ross, Elizabeth M., Speight, Shannon, Fordyce, Geoffry, Wood, Benjamin J. and Engle, Bailey N. (2024). Investigating genotype by environment interaction for beef cattle fertility traits in commercial herds in northern Australia with multi-trait analysis. Genetics Selection Evolution, 56 (1) 70. doi: 10.1186/s12711-024-00936-0
Bang, Nguyen N., Hayes, Ben J., Lyons, Russell E., Randhawa, Imtiaz A. S., Gaughan, John B., Trach, Nguyen X. and McNeill, David M. (2024). Genomic Prediction and Genome‐Wide Association Studies for Productivity, Conformation and Heat Tolerance Traits in Tropical Smallholder Dairy Cows. Journal of Animal Breeding and Genetics. doi: 10.1111/jbg.12907
Hayes, Ben J., Mahony, Timothy J., Villiers, Kira, Warburton, Christie, Kemper, Kathryn E., Dinglasan, Eric, Robinson, Hannah, Powell, Owen, Voss-Fels, Kai, Godwin, Ian D. and Hickey, Lee T. (2024). Potential approaches to create ultimate genotypes in crops and livestock. Nature Genetics, 56 (11), 2310-2317. doi: 10.1038/s41588-024-01942-0
Ong, Chian Teng, Blackall, Patrick. J., Boe-Hansen, Gry B., deWet, Sharon, Hayes, Ben J., Indjein, Lea, Korolik, Victoria, Minchin, Catherine, Nguyen, Loan To, Nordin, Yusralimuna, Siddle, Hannah, Turni, Conny, Venus, Bronwyn, Westman, Mark E., Zhang, Zhetao and Tabor, Ala E. (2024). Whole-genome comparison using complete genomes from Campylobacter fetus strains revealed single nucleotide polymorphisms on non-genomic islands for subspecies differentiation. Frontiers in Microbiology, 15 1452564. doi: 10.3389/fmicb.2024.1452564
Tong, Jingyang, Zhao, Cong, Liu, Dan, Jambuthenne, Dilani T., Sun, Mengjing, Dinglasan, Eric, Periyannan, Sambasivam K., Hickey, Lee T. and Hayes, Ben J. (2024). Genome-wide atlas of rust resistance loci in wheat. Theoretical and Applied Genetics, 137 (8) 179, 1-16. doi: 10.1007/s00122-024-04689-8
Olasege, Babatunde S., van den Berg, Irene, Haile‐Mariam, Mekonnen, Ho, Phuong N., Yin Oh, Zhen, Porto‐Neto, Laercio R., Hayes, Ben J., Pryce, Jennie E. and Fortes, Marina R. S. (2024). Dissecting loci that underpin the genetic correlations between production, fertility, and urea traits in Australian Holstein cattle. Animal Genetics, 55 (4), 540-558. doi: 10.1111/age.13455
Forutan, Mehrnush, Engle, Bailey N., Chamberlain, Amanda J., Ross, Elizabeth M., Nguyen, Loan T., D’Occhio, Michael J., Snr, Alf Collins, Kho, Elise A., Fordyce, Geoffry, Speight, Shannon, Goddard, Michael E. and Hayes, Ben J. (2024). Genome-wide association and expression quantitative trait loci in cattle reveals common genes regulating mammalian fertility. Communications Biology, 7 (1) 724, 724. doi: 10.1038/s42003-024-06403-2
Hayes, Ben and Elayavalli, Srivatsav Kunnawalkam (2024). On sofic approximations of non amenable groups. Mathematische Zeitschrift, 307 (2) ARTN 38. doi: 10.1007/s00209-024-03509-5
Villiers, Kira, Voss‐Fels, Kai P., Dinglasan, Eric, Jacobs, Bertus, Hickey, Lee and Hayes, Ben J. (2024). Evolutionary computing to assemble standing genetic diversity and achieve long‐term genetic gain. The Plant Genome, 17 (2) e20467, e20467. doi: 10.1002/tpg2.20467
Kemper, Kathryn E., Sidorenko, Julia, Wang, Huanwei, Hayes, Ben J., Wray, Naomi R., Yengo, Loic, Keller, Matthew C., Goddard, Michael and Visscher, Peter M. (2024). Genetic influence on within-person longitudinal change in anthropometric traits in the UK Biobank. Nature Communications, 15 (1) 3776, 3776. doi: 10.1038/s41467-024-47802-7
Owada, Kei, Mahony, Timothy J., Ambrose, Rebecca K., Hayes, Ben J. and Soares Magalhães, Ricardo J. (2024). Epidemiological Risk Factors and Modelling Approaches for Risk Assessment of Lumpy Skin Disease Virus Introduction and Spread: Methodological Review and Implications for Risk-Based Surveillance in Australia. Transboundary and Emerging Diseases, 2024 ARTN 3090226, 1-16. doi: 10.1155/2024/3090226
Chen, Chensong, Bhuiyan, Shamsul A., Ross, Elizabeth, Powell, Owen, Dinglasan, Eric, Wei, Xianming, Atkin, Felicity, Deomano, Emily and Hayes, Ben (2024). Genomic prediction for sugarcane diseases including hybrid Bayesian-machine learning approaches. Frontiers in Plant Science, 15 1398903. doi: 10.3389/fpls.2024.1398903
Hayes, B J, Duff, C J, Hine, B C and Mahony, T J (2024). Short Communication: Genomic estimated breeding values for bovine respiratory disease resistance in Angus feedlot cattle. Journal of Animal Science, 102 skae113. doi: 10.1093/jas/skae113
D’Occhio, Michael J, Campanile, Giuseppe, Baruselli, Pietro S, Porto Neto, Laercio R, Hayes, Ben J, Collins, Alf and Fortes, Marina R S (2024). Pleomorphic adenoma gene (PLAG1) in reproduction and implication for embryonic survival in cattle: A review. Journal of Animal Science, 102 ARTN skae103. doi: 10.1093/jas/skae103
Olasege, Babatunde S, Oh, Zhen Yin, Tahir, Muhammad S, Porto-Neto, Laercio R, Hayes, Ben J and Fortes, Marina R S (2024). Genomic regions and biological pathways associated with sex-limited reproductive traits in bovine species. Journal of Animal Science, 102 ARTN skae085. doi: 10.1093/jas/skae085
Hayes, Ben and Kunnawalkam Elayavalli, Srivatsav (2024). Approximate homomorphisms and sofic approximations of orbit equivalence relations. Ergodic Theory and Dynamical Systems, 44 (12), 3455-3480. doi: 10.1017/etds.2024.22
Hayes, Ben, Jekel, David and Elayavalli, Srivatsav Kunnawalkam (2024). Vanishing first cohomology and strong 1-boundedness for von Neumann algebras. Journal of Noncommutative Geometry, 18 (1), 383-409. doi: 10.4171/JNCG/530
Yadav, Seema, Ross, Elizabeth M., Wei, Xianming, Liu, Shouye, Nguyen, Loan To, Powell, Owen, Hickey, Lee T., Deomano, Emily, Atkin, Felicity, Voss‐Fels, Kai P. and Hayes, Ben J. (2023). Use of continuous genotypes for genomic prediction in sugarcane. The Plant Genome, 17 (1) e20417, e20417. doi: 10.1002/tpg2.20417
Lamb, H. J., Nguyen, L. T., Copley, J. P., Engle, B. N., Hayes, B. J. and Ross, E. M. (2023). Imputation strategies for genomic prediction using nanopore sequencing. BMC Biology, 21 (1) 286, 1-18. doi: 10.1186/s12915-023-01782-0
Costilla, R., Zeng, J., Al Kalaldeh, M., Swaminathan, M., Gibson, J.P., Ducrocq, V. and Hayes, B.J. (2023). Developing flexible models for genetic evaluations in smallholder crossbred dairy farms. Journal of Dairy Science, 106 (12), 9125-9135. doi: 10.3168/jds.2022-23135
Yadav, Seema, Ross, Elizabeth M., Wei, Xianming, Powell, Owen, Hivert, Valentin, Hickey, Lee T., Atkin, Felicity, Deomano, Emily, Aitken, Karen S., Voss-Fels, Kai P. and Hayes, Ben J. (2023). Optimising clonal performance in sugarcane: leveraging non-additive effects via mate-allocation strategies. Frontiers in Plant Science, 14 1260517, 1260517. doi: 10.3389/fpls.2023.1260517
Hayes, Ben J., Copley, James, Dodd, Elsie, Ross, Elizabeth M., Speight, Shannon and Fordyce, Geoffry (2023). Multi-breed genomic evaluation for tropical beef cattle when no pedigree information is available. Genetics Selection Evolution, 55 (1) 71, 1-13. doi: 10.1186/s12711-023-00847-6
Warburton, Christie L., Costilla, Roy, Engle, Bailey N., Moore, Stephen S., Corbet, Nicholas J., Fordyce, Geoffry, McGowan, Michael R., Burns, Brian M. and Hayes, Ben J. (2023). Concurrently mapping quantitative trait loci associations from multiple subspecies within hybrid populations. Heredity, 131 (5-6), 350-360. doi: 10.1038/s41437-023-00651-4
Chen, Chensong, Powell, Owen, Dinglasan, Eric, Ross, Elizabeth M., Yadav, Seema, Wei, Xianming, Atkin, Felicity, Deomano, Emily and Hayes, Ben J. (2023). Genomic prediction with machine learning in sugarcane, a complex highly polyploid clonally propagated crop with substantial non‐additive variation for key traits. The Plant Genome, 16 (4) e20390, 1-13. doi: 10.1002/tpg2.20390
Hayes, Ben J., Chen, Chensong, Powell, Owen, Dinglasan, Eric, Villiers, Kira, Kemper, Kathryn E. and Hickey, Lee T. (2023). Advancing artificial intelligence to help feed the world. Nature Biotechnology, 41 (9), 1-2. doi: 10.1038/s41587-023-01898-2
Lamb, H. J., Nguyen, L. T., Briody, T. E., Ambrose, R. K., Hayes, B. J., Mahony, T. J. and Ross, E. M. (2023). Skim-Nanopore sequencing for routine genomic evaluation and bacterial pathogen detection in cattle. Animal Production Science, 63 (11), 1074-1085. doi: 10.1071/an22451
Forutan, Mehrnush, Lynn, Andrew, Aliloo, Hassan, Clark, Samuel A., McGilchrist, Peter, Polkinghorne, Rod and Hayes, Ben J. (2023). Predicting phenotypes of beef eating quality traits. Frontiers in Genetics, 14 1089490, 1089490. doi: 10.3389/fgene.2023.1089490
Nguyen, Tuan V., Vander Jagt, Christy J., Wang, Jianghui, Daetwyler, Hans D., Xiang, Ruidong, Goddard, Michael E., Nguyen, Loan T., Ross, Elizabeth M, Hayes, Ben J., Chamberlain, Amanda J. and MacLeod, Iona M. (2023). In it for the long run: perspectives on exploiting long-read sequencing in livestock for population scale studies of structural variants. Genetics Selection Evolution, 55 (1) 9, 1-15. doi: 10.1186/s12711-023-00783-5
Porto-Neto, Laercio R., Alexandre, Pamela A., Hudson, Nicholas J., Bertram, John, McWilliam, Sean M., Tan, Andre W. L., Fortes, Marina R. S., McGowan, Michael R., Hayes, Ben J. and Reverter, Antonio (2023). Multi-breed genomic predictions and functional variants for fertility of tropical bulls. PLoS One, 18 (1) e0279398, 1-19. doi: 10.1371/journal.pone.0279398
Meuwissen, Theo, Hayes, Ben, MacLeod, Iona and Goddard, Michael (2022). Identification of genomic variants causing variation in quantitative traits: a review. Agriculture, 12 (10) 1713, 1-11. doi: 10.3390/agriculture12101713
Olasege, Babatunde S., Porto-Neto, Laercio R., Tahir, Muhammad S., Gouveia, Gabriela C., Cánovas, Angela, Hayes, Ben J. and Fortes, Marina R. S. (2022). Correlation scan: identifying genomic regions that affect genetic correlations applied to fertility traits. BMC Genomics, 23 (1) 684, 1-20. doi: 10.1186/s12864-022-08898-7
Bang, Nguyen N., Gaughan, John B., Hayes, Ben J., Lyons, Russell E. and McNeill, David M. (2022). Application of infrared thermal technology to assess the level of heat stress and milk yield reduction of cows in tropical smallholder dairy farms. Journal of Dairy Science, 105 (10), 8454-8469. doi: 10.3168/jds.2021-21343
Villiers, Kira, Dinglasan, Eric, Hayes, Ben J and Voss-Fels, Kai P (2022). genomicSimulation: fast R functions for stochastic simulation of breeding programs. G3 Genes|Genomes|Genetics, 12 (10) jkac216, 1-6. doi: 10.1093/g3journal/jkac216
Bang, Nguyen N., Chanh, Nguyen V., Trach, Nguyen X., Khang, Duong N., Hayes, Ben J., Gaughan, John B., Lyons, Russell E. and McNeill, David M. (2022). Multivariate analysis identifying the main factors associated with cow productivity and welfare in tropical smallholder dairy farms in Vietnam. Tropical Animal Health and Production, 54 (5) 313, 313. doi: 10.1007/s11250-022-03303-7
Widyas, Nuzul, Widi, Tri Satya Mastuti, Prastowo, Sigit, Sumantri, Ika, Hayes, Ben J. and Burrow, Heather M. (2022). Promoting sustainable utilization and genetic improvement of Indonesian local beef cattle breeds: a review. Agriculture, 12 (10) 1566, 1566. doi: 10.3390/agriculture12101566
Ong, Chian Teng, Ross, Elizabeth M., Boe-Hansen, Gry, Turni, Conny, Hayes, Ben J., Fordyce, Geoffry and Tabor, Ala E. (2022). Adaptive sampling during sequencing reveals the origins of the bovine reproductive tract microbiome across reproductive stages and sexes. Scientific reports, 12 (1) 15075, 1-12. doi: 10.1038/s41598-022-19022-w
Ross, Elizabeth M. and Hayes, Ben J. (2022). Metagenomic predictions: a review 10 years on. Frontiers in Genetics, 13 865765, 1-9. doi: 10.3389/fgene.2022.865765
Mantilla Valdivieso, Emily F., Ross, Elizabeth M., Raza, Ali, Naseem, Muhammad Noman, Kamran, Muhammad, Hayes, Ben J., Jonsson, Nicholas N., James, Peter and Tabor, Ala E. (2022). Transcriptional changes in the peripheral blood leukocytes from Brangus cattle before and after tick challenge with Rhipicephalus australis. BMC Genomics, 23 (1) 454, 1-20. doi: 10.1186/s12864-022-08686-3
Yáñez, José M., Xu, Peng, Carvalheiro, Roberto and Hayes, Ben (2022). Genomics applied to livestock and aquaculture breeding. Evolutionary Applications, 15 (4), 517-522. doi: 10.1111/eva.13378
Ong, Chian Teng, Boe-Hansen, Gry, Ross, Elizabeth M., Blackall, Patrick J., Turni, Conny, Hayes, Ben J. and Tabor, Ala E. (2022). Evaluation of host depletion and extraction methods for shotgun metagenomic analysis of bovine vaginal samples. Microbiology Spectrum, 10 (2), e0041221. doi: 10.1128/spectrum.00412-21
Copley, James P., Engle, Bailey N., Ross, Elizabeth M., Speight, Shannon, Fordyce, Geoffry, Wood, Benjamin J., Voss-Fels, Kai P. and Hayes, Benjamin J. (2022). Environmental variation effects fertility in tropical beef cattle. Translational Animal Science, 6 (2) txac035, 1-10. doi: 10.1093/tas/txac035
Varshney, Rajeev K., Roorkiwal, Manish, Sun, Shuai, Bajaj, Prasad, Chitikineni, Annapurna, Thudi, Mahendar, Singh, Narendra P., Du, Xiao, Upadhyaya, Hari D., Khan, Aamir W., Wang, Yue, Garg, Vanika, Fan, Guangyi, Cowling, Wallace A., Crossa, José, Gentzbittel, Laurent, Voss-Fels, Kai Peter, Valluri, Vinod Kumar, Sinha, Pallavi, Singh, Vikas K., Ben, Cécile, Rathore, Abhishek, Punna, Ramu, Singh, Muneendra K., Tar’an, Bunyamin, Bharadwaj, Chellapilla, Yasin, Mohammad, Pithia, Motisagar S., Singh, Servejeet ... Liu, Xin (2022). Author correction: a chickpea genetic variation map based on the sequencing of 3,366 genomes. Nature, 604 (7905), E12-E12. doi: 10.1038/s41586-022-04660-x
Ross, Elizabeth M., Sanjana, Hari, Nguyen, Loan T., Cheng, YuanYuan, Moore, Stephen S. and Hayes, Ben J. (2022). Extensive variation in gene expression is revealed in 13 fertility-related genes using RNA-Seq, ISO-Seq, and CAGE-Seq from Brahman cattle. Frontiers in Genetics, 13 784663, 784663. doi: 10.3389/fgene.2022.784663
Engle, Bailey N and Hayes, Ben J (2022). Genetic variation in PLAG1 is associated with early fertility in Australian Brahman cattle. Journal of Animal Science, 100 (4) skac084. doi: 10.1093/jas/skac084
Ong, Chian Teng, Ross, Elizabeth M., Boe-Hansen, Gry B., Turni, Conny, Hayes, Ben J. and Tabor, Ala E. (2022). Technical note: overcoming host contamination in bovine vaginal metagenomic samples with nanopore adaptive sequencing. Journal of Animal Science, 100 (1) skab344. doi: 10.1093/jas/skab344
Lamb, Harrison J., Hayes, Ben J., Randhawa, Imtiaz A. S., Nguyen, Loan T. and Ross, Elizabeth M. (2021). Genomic prediction using low-coverage portable Nanopore sequencing. PLoS One, 16 (12) e0261274, e0261274. doi: 10.1371/journal.pone.0261274
Hayes, Ben J., Nguyen, Loan T., Forutan, Mehrnush, Engle, Bailey N., Lamb, Harrison J., Copley, James P., Randhawa, Imtiaz A. S. and Ross, Elizabeth M. (2021). An Epigenetic Aging Clock for Cattle Using Portable Sequencing Technology. Frontiers in Genetics, 12 760450, 760450. doi: 10.3389/fgene.2021.760450
Varshney, Rajeev K., Roorkiwal, Manish, Sun, Shuai, Bajaj, Prasad, Chitikineni, Annapurna, Thudi, Mahendar, Singh, Narendra P., Du, Xiao, Upadhyaya, Hari D., Khan, Aamir W., Wang, Yue, Garg, Vanika, Fan, Guangyi, Cowling, Wallace A., Crossa, José, Gentzbittel, Laurent, Voss-Fels, Kai Peter, Valluri, Vinod Kumar, Sinha, Pallavi, Singh, Vikas K., Ben, Cécile, Rathore, Abhishek, Punna, Ramu, Singh, Muneendra K., Tar’an, Bunyamin, Bharadwaj, Chellapilla, Yasin, Mohammad, Pithia, Motisagar S., Singh, Servejeet ... Liu, Xin (2021). A chickpea genetic variation map based on the sequencing of 3,366 genomes. Nature, 599 (7886), 622-627. doi: 10.1038/s41586-021-04066-1
Burrow, Heather M., Mrode, Raphael, Mwai, Ally Okeyo, Coffey, Mike P. and Hayes, Ben J. (2021). Challenges and opportunities in applying genomic selection to ruminants owned by smallholder farmers. Agriculture, 11 (11) 1172, 1172. doi: 10.3390/AGRICULTURE11111172
Yadav, Seema, Ross, Elizabeth M., Aitken, Karen S., Hickey, Lee T., Powell, Owen, Wei, Xianming, Voss-Fels, Kai P. and Hayes, Ben J. (2021). A linkage disequilibrium-based approach to position unmapped SNPs in crop species. BMC Genomics, 22 (1) 773, 1-9. doi: 10.1186/s12864-021-08116-w
Bang, Nguyen N., Hayes, Ben J., Lyons, Russell E., Randhawa, Imtiaz A. S., Gaughan, John B. and McNeill, David M. (2021). Genomic diversity and breed composition of Vietnamese smallholder dairy cows. Journal of Animal Breeding and Genetics, 139 (2), 1-16. doi: 10.1111/jbg.12651
Lee, Simon, Nguyen, Loan T., Hayes, Ben J. and Ross, Elizabeth (2021). Prowler: a novel trimming algorithm for Oxford Nanopore sequence data. Bioinformatics, 37 (21), 3936-3937. doi: 10.1093/bioinformatics/btab630
Olasege, Babatunde S., Tahir, Muhammad S., Gouveia, Gabriela C., Kour, Jagish, Porto-Neto, Laercio R., Hayes, Ben J. and Fortes, Marina R. S. (2021). Genetic parameter estimates for male and female fertility traits using genomic data to improve fertility in Australian beef cattle. Animal Production Science, 61 (18), 1863-1872. doi: 10.1071/an21097
Forutan, Mehrnush, Ross, Elizabeth, Chamberlain, Amanda J., Nguyen, Loan, Mason, Brett, Moore, Stephen, Garner, Josie B., Xiang, Ruidong and Hayes, Ben J. (2021). Evolution of tissue and developmental specificity of transcription start sites in Bos taurus indicus. Communications Biology, 4 (1) 829, 1-14. doi: 10.1038/s42003-021-02340-6
Cardoso, Fernando Flores, Matika, Oswald, Djikeng, Appolinaire, Mapholi, Ntanganedzeni, Burrow, Heather M., Yokoo, Marcos Jun Iti, Campos, Gabriel Soares, Gulias-Gomes, Claudia Cristina, Riggio, Valentina, Pong-Wong, Ricardo, Engle, Bailey, Porto-Neto, Laercio, Maiwashe, Azwihangwisi and Hayes, Ben J. (2021). Multiple country and breed genomic prediction of tick resistance in beef cattle. Frontiers in Immunology, 12 620847, 1-11. doi: 10.3389/fimmu.2021.620847
Ong, Chian Teng, Turni, Conny, Blackall, Patrick J., Boe-Hansen, Gry, Hayes, Ben J. and Tabor, Ala E. (2021). Interrogating the bovine reproductive tract metagenomes using culture-independent approaches: a systematic review. Animal Microbiome, 3 (1) 41, 41. doi: 10.1186/s42523-021-00106-3
O’Connor, Katie M., Hayes, Ben J., Hardner, Craig M., Alam, Mobashwer, Henry, Robert J. and Topp, Bruce L. (2021). Genomic selection and genetic gain for nut yield in an Australian macadamia breeding population. BMC Genomics, 22 (1) 370, 1-12. doi: 10.1186/s12864-021-07694-z
Allais-Bonnet, Aurélie, Hintermann, Aurélie, Deloche, Marie-Christine, Cornette, Raphaël, Bardou, Philippe, Naval-Sanchez, Marina, Pinton, Alain, Haruda, Ashleigh, Grohs, Cécile, Zakany, Jozsef, Bigi, Daniele, Medugorac, Ivica, Putelat, Olivier, Greyvenstein, Ockert, Hadfield, Tracy, Jemaa, Slim Ben, Bunevski, Gjoko, Menzi, Fiona, Hirter, Nathalie, Paris, Julia M., Hedges, John, Palhiere, Isabelle, Rupp, Rachel, Lenstra, Johannes A., Gidney, Louisa, Lesur, Joséphine, Schafberg, Renate, Stache, Michael, Wandhammer, Marie-Dominique ... Capitan, Aurélien (2021). Analysis of polycerate mutants reveals the evolutionary co-option of HOXD1 for horn patterning in Bovidae. Molecular Biology and Evolution, 38 (6), 2260-2272. doi: 10.1093/molbev/msab021
Trigo, Beatriz B., Utsunomiya, Adam T. H., Fortunato, Alvaro A. A. D., Milanesi, Marco, Torrecilha, Rafaela B. P., Lamb, Harrison, Nguyen, Loan, Ross, Elizabeth M., Hayes, Ben, Padula, Romulo C. M., Sussai, Thayla S., Zavarez, Ludmilla B., Cipriano, Rafael S., Caminhas, Maria M. T., Lopes, Flavia L., Pelle, Cassiano, Leeb, Tosso, Bannasch, Danika, Bickhart, Derek, Smith, Timothy P. L., Sonstegard, Tad S., Garcia, Jose F. and Utsunomiya, Yuri T. (2021). Variants at the ASIP locus contribute to coat color darkening in Nellore cattle. Genetics Selection Evolution, 53 (1) 40, 40. doi: 10.1186/s12711-021-00633-2
Yadav, Seema, Wei, Xianming, Joyce, Priya, Atkin, Felicity, Deomano, Emily, Sun, Yue, Nguyen, Loan T., Ross, Elizabeth M., Cavallaro, Tony, Aitken, Karen S., Hayes, Ben J. and Voss-Fels, Kai P. (2021). Improved genomic prediction of clonal performance in sugarcane by exploiting non-additive genetic effects. Theoretical and Applied Genetics, 134 (7), 2235-2252. doi: 10.1007/s00122-021-03822-1
Randhawa, Imtiaz A. S., McGowan, Michael R., Porto-Neto, Laercio R., Hayes, Ben J. and Lyons, Russell E. (2021). Comparison of genetic merit for weight and meat traits between the polled and horned cattle in multiple beef breeds. Animals, 11 (3) 870, 1-21. doi: 10.3390/ani11030870
Fernandes Junior, Gerardo A., Carvalheiro, Roberto, de Oliveira, Henrique N., Sargolzaei, Mehdi, Costilla, Roy, Ventura, Ricardo V., Fonseca, Larissa F. S., Neves, Haroldo H. R., Hayes, Ben J. and de Albuquerque, Lucia G. (2021). Imputation accuracy to whole-genome sequence in Nellore cattle. Genetics Selection Evolution, 53 (1) 27. doi: 10.1186/s12711-021-00622-5
Bang, Nguyen N., Chanh, Nguyen V., Trach, Nguyen X., Khang, Duong N., Hayes, Ben J., Gaughan, John B., Lyons, Russell E., Hai, Nguyen T. and McNeill, David M. (2021). Issues of feeding strategy for lactating cows in Vietnamese smallholder dairy farms. Animals, 11 (3) 729, 1-25. doi: 10.3390/ani11030729
Bang, Nguyen N., Chanh, Nguyen V., Trach, Nguyen X., Khang, Duong N., Hayes, Ben J., Gaughan, John B., Lyons, Russell E., Hai, Nguyen T. and McNeill, David M. (2021). Assessment of performance and some welfare indicators of cows in Vietnamese smallholder dairy farms. Animals, 11 (3) 674, 1-22. doi: 10.3390/ani11030674
Chen, Long, Pryce, Jennie E., Hayes, Ben J. and Daetwyler, Hans D. (2021). Investigating the effect of imputed structural variants from whole‐genome sequence on genome‐wide association and genomic prediction in dairy cattle. Animals, 11 (2) 541, 1-16. doi: 10.3390/ani11020541
Voss-Fels, Kai P., Wei, Xianming, Ross, Elizabeth M., Frisch, Matthias, Aitken, Karen S., Cooper, Mark and Hayes, Ben J. (2021). Strategies and considerations for implementing genomic selection to improve traits with additive and non-additive genetic architectures in sugarcane breeding. Theoretical and Applied Genetics, 134 (5), 1493-1511. doi: 10.1007/s00122-021-03785-3
Hayes, Ben J., Wei, Xianming, Joyce, Priya, Atkin, Felicity, Deomano, Emily, Yue, Jenny, Nguyen, Loan, Ross, Elizabeth M., Cavallaro, Tony, Aitken, Karen S. and Voss-Fels, Kai P. (2021). Accuracy of genomic prediction of complex traits in sugarcane. Theoretical and Applied Genetics, 134 (5), 1455-1462. doi: 10.1007/s00122-021-03782-6
Bang, Nguyen N., Gaughan, John B., Hayes, Ben J., Lyons, Russell E., Chanh, Nguyen V., Trach, Nguyen X., Khang, Duong N. and McNeill, David M. (2021). Characteristics of cowsheds in Vietnamese smallholder dairy farms and their associations with microclimate—a preliminary study. Animals, 11 (2) 351, 1-21. doi: 10.3390/ani11020351
Warburton, Christie L., Costilla, Roy, Engle, Bailey N., Corbet, Nicholas J., Allen, Jack M., Fordyce, Geoffry, McGowan, Michael R., Burns, Brian M. and Hayes, Ben J. (2021). Breed-adjusted genomic relationship matrices as a method to account for population stratification in multibreed populations of tropically adapted beef heifers. Animal Production Science, 61 (18), 1788-1795. doi: 10.1071/an21057
Ngo, Thi Thuy, Bang, Nguyen N., Dart, Peter, Callaghan, Matthew, Klieve, Athol, Hayes, Ben and McNeill, David (2020). Feed preference response of weaner bull calves to Bacillus amyloliquefaciens H57 probiotic and associated volatile organic compounds in high concentrate feed pellets. Animals, 11 (1) 51, 51-15. doi: 10.3390/ani11010051
Lamb, Harrison J., Hayes, Ben J., Nguyen, Loan T. and Ross, Elizabeth M. (2020). The future of livestock management: a review of real-time portable sequencing applied to livestock. Genes, 11 (12) 1478, 1-27. doi: 10.3390/genes11121478
Garner, J. B., Chamberlain, A. J., Vander Jagt, C., Nguyen, T. T.T., Mason, B. A., Marett, L. C., Leury, B. J., Wales, W. J. and Hayes, B. J. (2020). Gene expression of the heat stress response in bovine peripheral white blood cells and milk somatic cells in vivo. Scientific Reports, 10 (1) 19181, 19181. doi: 10.1038/s41598-020-75438-2
Ross, Elizabeth M., Hayes, Ben J., Tucker, David, Bond, Jude, Denman, Stuart E. and Oddy, Victor Hutton (2020). Genomic predictions for enteric methane production are improved by metabolome and microbiome data in sheep (Ovis aries). Journal of Animal Science, 98 (10) skaa262. doi: 10.1093/jas/skaa262
Raymond, Biaty, Yengo, Loic, Costilla, Roy, Schrooten, Chris, Bouwman, Aniek C., Hayes, Ben J., Veerkamp, Roel F. and Visscher, Peter M. (2020). Using prior information from humans to prioritize genes and gene-associated variants for complex traits in livestock. PLoS Genetics , 16 (9) e1008780, 1-20. doi: 10.1371/journal.pgen.1008780
Costilla, Roy, Kemper, Kathryn E., Byrne, Enda M., Porto-Neto, Laercio R., Carvalheiro, Roberto, Purfield, Deirdre C., Doyle, Jennifer L., Berry, Donagh P., Moore, Stephen S., Wray, Naomi R. and Hayes, Ben J. (2020). Genetic control of temperament traits across species: association of autism spectrum disorder risk genes with cattle temperament. Genetics Selection Evolution, 52 (1) 51, 51. doi: 10.1186/s12711-020-00569-z
Fortes, Marina R. S., Porto-Neto, Laercio R., Satake, Nana, Nguyen, Loan T., Freitas, Ana Claudia, Melo, Thaise P., Scalez, Daiane Cristina Becker, Hayes, Ben, Raidan, Fernanda S. S., Reverter, Antonio and Boe-Hansen, Gry B. (2020). X chromosome variants are associated with male fertility traits in two bovine populations. Genetics Selection Evolution, 52 (1) 46, 46. doi: 10.1186/s12711-020-00563-5
Naval-Sánchez, Marina, Porto-Neto, Laercio R., Cardoso, Diercles F., Hayes, Ben J., Daetwyler, Hans D., Kijas, James and Reverter, Antonio (2020). Selection signatures in tropical cattle are enriched for promoter and coding regions and reveal missense mutations in the damage response gene HELB. Genetics Selection Evolution, 52 (1) 27, 27. doi: 10.1186/s12711-020-00546-6
Warburton, Christie L., Engle, Bailey N., Ross, Elizabeth M., Costilla, Roy, Moore, Stephen S., Corbet, Nicholas J., Allen, Jack M., Laing, Alan R., Fordyce, Geoffry, Lyons, Russell E., McGowan, Michael R., Burns, Brian M. and Hayes, Ben J. (2020). Use of whole-genome sequence data and novel genomic selection strategies to improve selection for age at puberty in tropically-adapted beef heifers. Genetics Selection Evolution, 52 (1) 28, 28. doi: 10.1186/s12711-020-00547-5
Lamb, Harrison J., Ross, Elizabeth M., Nguyen, Loan T., Lyons, Russell E., Moore, Stephen S. and Hayes, Ben J. (2020). Characterization of the poll allele in Brahman cattle using long-read Oxford Nanopore sequencing. Journal of Animal Science, 98 (5) skaa127, skaa127. doi: 10.1093/jas/skaa127
Yadav, Seema, Jackson, Phillip, Wei, Xianming, Ross, Elizabeth M., Aitken, Karen, Deomano, Emily, Atkin, Felicity, Hayes, Ben J. and Voss-Fels, Kai P. (2020). Accelerating genetic gain in sugarcane breeding using genomic selection. Agronomy, 10 (4) 585, 1-21. doi: 10.3390/agronomy10040585
O’Connor, Katie, Hayes, Ben, Hardner, Craig, Nock, Catherine, Baten, Abdul, Alam, Mobashwer, Henry, Robert and Topp, Bruce (2020). Genome-wide association studies for yield component traits in a macadamia breeding population. BMC Genomics, 21 (1) 199, 199. doi: 10.1186/s12864-020-6575-3
Hunt, Colleen H., Hayes, Ben J., van Eeuwijk, Fred A., Mace, Emma S. and Jordan, David R. (2020). Multi-environment analysis of sorghum breeding trials using additive and dominance genomic relationships. Theoretical and Applied Genetics, 133 (3), 1009-1018. doi: 10.1007/s00122-019-03526-7
Randhawa, Imtiaz A. S., Burns, Brian M., McGowan, Michael R., Porto-Neto, Laercio R., Hayes, Ben J., Ferretti, Ryan, Schutt, Karen M. and Lyons, Russell E. (2019). Optimized genetic testing for polledness in multiple breeds of cattle. G3: Genes, Genomes, Genetics, 10 (2), g3.400866.2019-544. doi: 10.1534/g3.119.400866
Jighly, Abdulqader, Lin, Zibei, Pembleton, Luke W., Cogan, Noel O. I., Spangenberg, German C., Hayes, Ben J. and Daetwyler, Hans D. (2019). Boosting genetic gain in allogamous crops via speed breeding and genomic selection. Frontiers in Plant Science, 10 1364, 1364. doi: 10.3389/fpls.2019.01364
Mulder, Herman A., Lee, Sang Hong, Clark, Sam, Hayes, Ben J. and van der Werf, Julius H. J. (2019). The impact of genomic and traditional selection on the contribution of mutational variance to long-term selection response and genetic variance. Genetics, 213 (2), 361-378. doi: 10.1534/genetics.119.302336
Xiang, Ruidong, Van Den Berg, Irene, MacLeod, Iona M., Hayes, Benjamin J., Prowse-Wilkins, Claire P., Wang, Min, Bolormaa, Sunduimijid, Liu, Zhiqian, Rochfort, Simone J., Reich, Coralie M., Mason, Brett A., Vander Jagt, Christy J., Daetwyler, Hans D., Lund, Mogens S., Chamberlain, Amanda J. and Goddard, Michael E. (2019). Quantifying the contribution of sequence variants with regulatory and evolutionary significance to 34 bovine complex traits. Proceedings of the National Academy of Sciences of the United States of America, 116 (39), 19398-19408. doi: 10.1073/pnas.1904159116
Watson, Amy, Hickey, Lee T., Christopher, Jack, Rutkoski, Jessica, Poland, Jesse and Hayes, Ben J. (2019). Multivariate genomic selection and potential of rapid indirect selection with speed breeding in spring wheat. Crop Science, 59 (5), 1945-1959. doi: 10.2135/cropsci2018.12.0757
Melo, Thaise Pinto, Salinas Fortes, Marina Rufino, Hayes, Ben, Albuquerque, Lucia Galvão and Carvalheiro, Roberto (2019). Across‐breed validation study confirms and identifies new loci associated with sexual precocity in Brahman and Nellore cattle. Journal of Animal Breeding and Genetics, 137 (2) jbg.12429, 139-154. doi: 10.1111/jbg.12429
Carvalheiro, Roberto, Costilla, Roy, Neves, Haroldo H. R., Albuquerque, Lucia G., Moore, Stephen and Hayes, Ben J. (2019). Unraveling genetic sensitivity of beef cattle to environmental variation under tropical conditions. Genetics Selection Evolution, 51 (1) 29, 29. doi: 10.1186/s12711-019-0470-x
Voss-Fels, Kai P., Stahl, Andreas, Wittkop, Benjamin, Lichthardt, Carolin, Nagler, Sabrina, Rose, Till, Chen, Tsu-Wei, Zetzsche, Holger, Seddig, Sylvia, Majid Baig, Mirza, Ballvora, Agim, Frisch, Matthias, Ross, Elizabeth, Hayes, Ben J., Hayden, Matthew J., Ordon, Frank, Leon, Jens, Kage, Henning, Friedt, Wolfgang, Stützel, Hartmut and Snowdon, Rod J. (2019). Breeding improves wheat productivity under contrasting agrochemical input levels. Nature Plants, 5 (7), 706-714. doi: 10.1038/s41477-019-0445-5
Hickey, Lee T., N. Hafeez, Amber, Robinson, Hannah, Jackson, Scott A., Leal-Bertioli, Soraya C. M., Tester, Mark, Gao, Caixia, Godwin, Ian D., Hayes, Ben J. and Wulff, Brande B. H. (2019). Breeding crops to feed 10 billion. Nature Biotechnology, 37 (7), 744-754. doi: 10.1038/s41587-019-0152-9
He, Fei, Pasam, Raj, Shi, Fan, Kant, Surya, Keeble-Gagnere, Gabriel, Kay, Pippa, Forrest, Kerrie, Fritz, Allan, Hucl, Pierre, Wiebe, Krystalee, Knox, Ron, Cuthbert, Richard, Pozniak, Curtis, Akhunova, Alina, Morrell, Peter L., Davies, John P., Webb, Steve R., Spangenberg, German, Hayes, Ben, Daetwyler, Hans, Tibbits, Josquin, Hayden, Matthew and Akhunov, Eduard (2019). Publisher correction: Exome sequencing highlights the role of wild-relative introgression in shaping the adaptive landscape of the wheat genome. Nature Genetics, 51 (7), 1194-1194. doi: 10.1038/s41588-019-0463-2
He, Fei, Pasam, Raj, Shi, Fan, Kant, Surya, Keeble-Gagnere, Gabriel, Kay, Pippa, Forrest, Kerrie, Fritz, Allan, Hucl, Pierre, Wiebe, Krystalee, Knox, Ron, Cuthbert, Richard, Pozniak, Curtis, Akhunova, Alina, Morrell, Peter L., Davies, John P., Webb, Steve R., Spangenberg, German, Hayes, Ben, Daetwyler, Hans, Tibbits, Josquin, Hayden, Matthew and Akhunov, Eduard (2019). Exome sequencing highlights the role of wild-relative introgression in shaping the adaptive landscape of the wheat genome. Nature Genetics, 51 (5), 896-904. doi: 10.1038/s41588-019-0382-2
Van Den Berg, I., Hayes, B. J., Chamberlain, A. J. and Goddard, M. E. (2019). Overlap between eQTL and QTL associated with production traits and fertility in dairy cattle. BMC Genomics, 20 (1) 291, 291. doi: 10.1186/s12864-019-5656-7
O’Connor, Katie, Kilian, Andrzej, Hayes, Ben, Hardner, Craig, Nock, Catherine, Baten, Abdul, Alam, Mobashwer and Topp, Bruce (2019). Population structure, genetic diversity and linkage disequilibrium in a macadamia breeding population using SNP and silicoDArT markers. Tree Genetics & Genomes, 15 (2) 24, 24. doi: 10.1007/s11295-019-1331-z
Wray, Naomi R., Kemper, Kathryn E., Hayes, Benjamin J., Goddard, Michael E. and Visscher, Peter M. (2019). Complex trait prediction from genome data: contrasting EBV in livestock to PRS in humans: genomic prediction. Genetics, 211 (4), 1131-1141. doi: 10.1534/genetics.119.301859
O’Connor, Katie, Hayes, Ben, Hardner, Craig, Alam, Mobashwer and Topp, Bruce (2019). Selecting for nut characteristics in macadamia using a genome-wide association study. HortScience, 54 (4), 629-632. doi: 10.21273/hortsci13297-18
Hayes, Ben J. and Daetwyler, Hans D. (2019). 1000 Bull Genomes Project to map simple and complex genetic traits in cattle: applications and outcomes. Annual Review of Animal Biosciences, 7 (1), 89-102. doi: 10.1146/annurev-animal-020518-115024
Liu, Zhiqian, Wang, Tingting, Pryce, Jennie E., MacLeod, Iona M., Hayes, Ben J., Chamberlain, Amanda J., Jagt, Christy Vander, Reich, Coralie M., Mason, Brett A., Rochfort, Simone and Cocks, Benjamin G. (2019). Fine-mapping sequence mutations with a major effect on oligosaccharide content in bovine milk. Scientific Reports, 9 (1) 2137, 2137. doi: 10.1038/s41598-019-38488-9
Hardner, Craig M., Hayes, Ben J., Kumar, Satish, Vanderzande, Stijn, Cai, Lichun, Piaskowski, Julia, Quero-Garcia, José, Campoy, José Antonio, Barreneche, Teresa, Giovannini, Daniela, Liverani, Alessandro, Charlot, Gérard, Villamil-Castro, Miguel, Oraguzie, Nnadozie and Peace, Cameron P. (2019). Prediction of genetic value for sweet cherry fruit maturity among environments using a 6K SNP array. Horticulture Research, 6 (1) 6, 6. doi: 10.1038/s41438-018-0081-7
Engle, Bailey N., Corbet, Nicholas J., Allen, Jamie M., Laing, Alan R., Fordyce, Geoffry, McGowan, Michael R., Burns, Brian M., Burns, Brian M. and Hayes, Ben J. (2019). Multivariate genomic predictions for age at puberty in tropically adapted beef heifers. Journal of Animal Science, 97 (1), 90-100. doi: 10.1093/jas/sky428
Hayes, Ben J., Corbet, Nicholas J., Allen, Jack M., Laing, Alan R., Fordyce, Geoffry, Lyons, Russel, McGowan, Michael R. and Burns, Brian M. (2019). Towards multi-breed genomic evaluations for female fertility of tropical beef cattle. Journal of Animal Science, 97 (1), 55-62. doi: 10.1093/jas/sky417
Giuffra, Elisabetta, Tuggle, Christopher K., and the FAANG Consortium, Archibald, Alan L., Acloque, Herve, Chamberlain, Amanda J., Cochrane, Guy, Daetwyler, Hans D., Djebali, Sarah, Eory, Lel, Foissac, Sylvain, Goddard, Michael E., Groenen, Martien A. M., Halstead, Michelle, Harrison, Peter W., Hayes, Benjamin J., Kern, Colin, Khatib, Hasan, Kuo, Richard I., MacHugh, David E., Macleod, Iona M., Madsen, Ole, Reecy, James M., Ross, Pablo J., Watson, Mick, Wells, Jerry M. and Zhou, Huaijun (2019). Functional Annotation of Animal Genomes (FAANG): Current Achievements and Roadmap. Annual Review of Animal Biosciences, Vol 7, 7 (1), 65-88. doi: 10.1146/annurev-animal-020518-114913
Burrow, Heather M., Mans, Ben J., Cardoso, Fernando F., Birkett, Michael A., Kotze, Andrew C., Hayes, Ben J., Mapholi, Ntanganedzeni, Dzama, Kennedy, Marufu, Munyaradzi C., Githaka, Naftaly W. and Djikeng, Appolinaire (2019). Towards a new phenotype for tick resistance in beef and dairy cattle: a review. Animal Production Science, 59 (8), 1401-1427. doi: 10.1071/AN18487
Voss-Fels, Kai Peter, Cooper, Mark and Hayes, Ben John (2018). Accelerating crop genetic gains with genomic selection. Theoretical and Applied Genetics, 132 (3), 669-686. doi: 10.1007/s00122-018-3270-8
Koufariotis, L., Hayes, B. J., Kelly, M., Burns, B. M., Lyons, R., Stothard, P., Chamberlain, A. J. and Moore, S. (2018). Sequencing the mosaic genome of Brahman cattle identifies historic and recent introgression including polled. Scientific Reports, 8 (1) 17761, 17761. doi: 10.1038/s41598-018-35698-5
Georges, Michel, Charlier, Carole and Hayes, Ben (2018). Harnessing genomic information for livestock improvement. Nature Reviews Genetics, 20 (3), 135-156. doi: 10.1038/s41576-018-0082-2
Fortes, Marina Rufino Salinas, Enculescu, Charmaine, Porto Neto, Laercio R., Lehnert, Sigrid A., McCulloch, Russell and Hayes, Ben (2018). Candidate mutations used to aid the prediction of genetic merit for female reproductive traits in tropical beef cattle. Revista Brasileira de Zootecnia, 47 e20170226. doi: 10.1590/rbz4720170226
Xiang, Ruidong, Hayes, Ben J., Vander Jagt, Christy J., MacLeod, Iona M., Khansefid, Majid, Bowman, Phil J., Yuan, Zehu, Prowse-Wilkins, Claire P., Reich, Coralie M., Mason, Brett A., Garner, Josie B., Marett, Leah C., Chen, Yizhou, Bolormaa, Sunduimijid, Daetwyler, Hans D., Chamberlain, Amanda J. and Goddard, Michael E. (2018). Genome variants associated with RNA splicing variations in bovine are extensively shared between tissues. BMC Genomics, 19 (1) 521, 521. doi: 10.1186/s12864-018-4902-8
Wang, Min, Hancock, Timothy P., Chamberlain, Amanda J., Vander Jagt, Christy J., Pryce, Jennie E., Cocks, Benjamin G., Goddard, Mike E. and Hayes, Benjamin J. (2018). Putative bovine topological association domains and CTCF binding motifs can reduce the search space for causative regulatory variants of complex traits. BMC Genomics, 19 (1) 395, 395. doi: 10.1186/s12864-018-4800-0
Mota, Rodrigo Reis, Silva, Fabyano Fonseca e, Guimarães, Simone Eliza Facioni, Hayes, Ben, Fortes, Marina Rufino Salinas, Kelly, Matthew John, Guimarães, José Domingos, Penitente-Filho, Jurandy Mauro, Ventura, Henrique Torres and Moore, Stephen (2018). Benchmarking Bayesian genome enabled-prediction models for age at first calving in Nellore cows. Livestock Science, 211, 75-79. doi: 10.1016/j.livsci.2018.03.009
Newton, J. E., Hayes, B. J. and Pryce, J. E. (2018). The cost-benefit of genomic testing of heifers and using sexed semen in pasture-based dairy herds. Journal of Dairy Science, 101 (7), 6159-6173. doi: 10.3168/jds.2017-13476
Jighly, Abdulqader, Lin, Zibei, Forster, John W., Spangenberg, German C., Hayes, Ben J. and Daetwyler, Hans D. (2018). Insights into population genetics and evolution of polyploids and their ancestors. Molecular Ecology Resources, 18 (5), 1157-1172. doi: 10.1111/1755-0998.12896
Fritz, Sébastien, Hoze, Chris, Rebours, Emmanuelle, Barbat, Anne, Bizard, Méline, Chamberlain, Amanda, Escouflaire, Clémentine, Vander Jagt, Christy, Boussaha, Mekki, Grohs, Cécile, Allais-Bonnet, Aurélie, Philippe, Maëlle, Vallée, Amélie, Amigues, Yves, Hayes, Benjamin J., Boichard, Didier and Capitan, Aurélien (2018). An initiator codon mutation in SDE2 causes recessive embryonic lethality in Holstein cattle. Journal of Dairy Science, 101 (7), 6220-6231. doi: 10.3168/jds.2017-14119
Koufariotis, Lambros T., Chen, Yi-Ping Phoebe, Stothard, Paul and Hayes, Ben J. (2018). Variance explained by whole genome sequence variants in coding and regulatory genome annotations for six dairy traits. BMC Genomics, 19 (237) 237, 237. doi: 10.1186/s12864-018-4617-x
DiGiacomo, K., Norris, E., Dunshea, F. R., Hayes, B. J., Marett, L. C., Wales, W. J. and Leury, B. J. (2018). Responses of dairy cows with divergent residual feed intake as calves to metabolic challenges during midlactation and the nonlactating period. Journal of Dairy Science, 101 (7), 6474-6485. doi: 10.3168/jds.2017-12569
Kemper, Kathryn E., Bowman, Philip J., Hayes, Benjamin J., Visscher, Peter M. and Goddard, Michael E. (2018). A multi-trait Bayesian method for mapping QTL and genomic prediction. Genetics Selection Evolution, 50 (1) 10, 10. doi: 10.1186/s12711-018-0377-y
Calus, M. P. L., Goddard, M. E., Wientjes, Y. C. J., Bowman, P. J. and Hayes, B. J. (2018). Multibreed genomic prediction using multitrait genomic residual maximum likelihood and multitask Bayesian variable selection. Journal of Dairy Science, 101 (5), 4279-4294. doi: 10.3168/jds.2017-13366
Hunt, Colleen H., van Eeuwijk, Fred A., Mace, Emma S., Hayes, Ben J. and Jordan, David R. (2018). Development of genomic prediction in sorghum. Crop Science, 58 (2), 690-700. doi: 10.2135/cropsci2017.08.0469
Nguyen, Quan H., Tellam, Ross L., Naval-Sanchez, Marina, Porto-Neto, Laercio R., Barendse, William, Reverter, Antonio, Hayes, Benjamin, Kijas, James and Dalrymple, Brian P. (2018). Mammalian genomic regulatory regions predicted by utilizing human genomics, transcriptomics, and epigenetics data. Gigascience, 7 (3), 1-17. doi: 10.1093/gigascience/gix136
Bouwman, Aniek C., Daetwyler, Hans D., Chamberlain, Amanda J., Ponce, Carla Hurtado, Sargolzaei, Mehdi, Schenkel, Flavio S., Sahana, Goutam, Govignon-Gion, Armelle, Boitard, Simon, Dolezal, Marlies, Pausch, Hubert, Brøndum, Rasmus F., Bowman, Phil J., Thomsen, Bo, Guldbrandtsen, Bernt, Lund, Mogens S., Servin, Bertrand, Garrick, Dorian J., Reecy, James, Vilkki, Johanna, Bagnato, Alessandro, Wang, Min, Hoff, Jesse L., Schnabel, Robert D., Taylor, Jeremy F., Vinkhuyzen, Anna A. E., Panitz, Frank, Bendixen, Christian, Holm, Lars-Erik ... Hayes, Ben J. (2018). Meta-analysis of genome-wide association studies for cattle stature identifies common genes that regulate body size in mammals. Nature Genetics, 50 (3), 362-367. doi: 10.1038/s41588-018-0056-5
O'Connor, Katie, Hayes, Ben and Topp, Bruce (2018). Prospects for increasing yield in macadamia using component traits and genomics. Tree Genetics & Genomes, 14 (1) 7. doi: 10.1007/s11295-017-1221-1
Bourneuf, E., Otz, P., Pausch, H., Jagannathan, V., Michot, P., Grohs, C., Piton, G., Ammermüller, S., Deloche, M. C., Fritz, S., Leclerc, H., Péchoux, C., Boukadiri, A., Hozé, C., Saintilan, R., Créchet, F., Mosca, M., Segelke, D., Guillaume, F., Bouet, S., Baur, A., Vasilescu, A., Genestout, L., Thomas, A., Allais-Bonnet, A., Rocha, D., Colle, M. A., Klopp, C., Esquerré, D. ... Capitan, A. (2017). Rapid Discovery of de Novo Deleterious Mutations in Cattle Enhances the Value of Livestock as Model Species. Scientific Reports, 7 (1) 11466, 11466. doi: 10.1038/s41598-017-11523-3
Hayes, B. J., Panozzo, J., Walker, C. K., Choy, A. L., Kant, S., Wong, D., Tibbits, J., Daetwyler, H. D., Rochfort, S., Hayden, M. J. and Spangenberg, G. C. (2017). Accelerating wheat breeding for end-use quality with multi-trait genomic predictions incorporating near infrared and nuclear magnetic resonance-derived phenotypes. Theoretical and Applied Genetics, 130 (12), 2505-2519. doi: 10.1007/s00122-017-2972-7
Slater, Anthony T., Cogan, Noel O. I., Rodoni, Brendan C., Daetwyler, Hans D., Hayes, Benjamin J., Caruana, Brittney, Badenhorst, Pieter E., Spangenberg, German C. and Forster, John W. (2017). Breeding Differently—the Digital Revolution: High-Throughput Phenotyping and Genotyping. Potato Research, 60 (3-4), 337-352. doi: 10.1007/s11540-018-9388-x
Mota, R. R., Guimarães, S. E. F., Fortes, M. R. S., Hayes, B., Silva, F. F., Verardo, L. L., Kelly, M. J., de Campos, C. F., Guimarães, J. D., Wenceslau, R. R., Penitente-Filho, J. M., Garcia, J. F. and Moore, S. (2017). Genome-wide association study and annotating candidate gene networks affecting age at first calving in Nellore cattle. Journal of Animal Breeding and Genetics, 134 (6), 484-492. doi: 10.1111/jbg.12299
Bouwman, Aniek C., Hayes, Ben J. and Calus, Mario P. L. (2017). Estimated allele substitution effects underlying genomic evaluation models depend on the scaling of allele counts. Genetics, Selection, Evolution, 49 (1) 79, 79. doi: 10.1186/s12711-017-0355-9
Van Den Berg, Irene , Bowman, Phil J, MacLeod, Iona M., Hayes, Ben J., Wang, Tingting, Bolormaa, Sunduimijid and Goddard, Mike E. (2017). Multi-breed genomic prediction using Bayes R with sequence data and dropping variants with a small effect. Genetics Selection Evolution, 49 (1) 70, 70. doi: 10.1186/s12711-017-0347-9
Nguyen, Thuy T. T., Bowman, Phil J., Haile-Mariam, Mekonnen, Nieuwhof, Gert J., Hayes, Benjamin J. and Pryce, Jennie E. (2017). Short communication: implementation of a breeding value for heat tolerance in Australian dairy cattle. Journal of Dairy Science, 100 (9), 7362-7367. doi: 10.3168/jds.2017-12898
Qian, Lunwen, Hickey, Lee T., Stahl, Andreas, Werner, Christian R., Hayes, Ben, Snowdon, Rod J. and Voss-Fels, Kai P. (2017). Exploring and Harnessing Haplotype Diversity to Improve Yield Stability in Crops. Frontiers in Plant Science, 8 1534, 1534. doi: 10.3389/fpls.2017.01534
Wang, Tingting, Chen, Yi-Ping Phoebe, MacLeod, Iona M., Pryce, Jennie E., Goddard, Michael E. and Hayes, Ben J. (2017). Application of a Bayesian non-linear model hybrid scheme to sequence data for genomic prediction and QTL mapping. BMC Genomics, 18 (1) 618, 618. doi: 10.1186/s12864-017-4030-x
Wang, Min, Hancock, Timothy P., MacLeod, Iona M., Pryce, Jennie E., Cocks, Benjamin G. and Hayes, Benjamin J. (2017). Putative enhancer sites in the bovine genome are enriched with variants affecting complex traits. Genetics Selection Evolution, 49 (1) 56. doi: 10.1186/s12711-017-0331-4
Couldrey, C., Keehan, M., Johnson, T., Tiplady, K., Winkelman, A., Littlejohn, M. D., Scott, A., Kemper, K. E., Hayes, B., Davis, S. R. and Spelman, R. J. (2017). Detection and assessment of copy number variation using PacBio long-read and Illumina sequencing in New Zealand dairy cattle. Journal of Dairy Science, 100 (7), 5472-5478. doi: 10.3168/jds.2016-12199
Shi, Fan, Tibbits, Josquin, Pasam, Raj K., Kay, Pippa, Wong, Debbie, Petkowski, Joanna, Forrest, Kerrie L., Hayes, Ben J., Akhunova, Alina, Davies, John, Webb, Steven, Spangenberg, German C., Akhunov, Eduard, Hayden, Matthew J. and Daetwyler, Hans D. (2017). Exome sequence genotype imputation in globally diverse hexaploid wheat accessions. Theoretical and Applied Genetics, 130 (7), 1393-1404. doi: 10.1007/s00122-017-2895-3
Bolormaa, S., Brown, D. J., Swan, A. A., van der Werf, J. H. J., Hayes, B. J. and Daetwyler, H. D. (2017). Genomic prediction of reproduction traits for Merino sheep. Animal Genetics, 48 (3), 338-348. doi: 10.1111/age.12541
Phuong, H. N., Friggens, N. C., Martin, O., Blavy, P., Hayes, B. J., Wales, W. J. and Pryce, J. E. (2017). Evaluating the ability of a lifetime nutrient-partitioning model for simulating the performance of Australian Holstein dairy cows. Animal Production Science, 57 (7), 1563-1568. doi: 10.1071/AN16452
Lin, Zibei, Shi, Fan, Hayes, Ben J. and Daetwyler, Hans D. (2017). Mitigation of inbreeding while preserving genetic gain in genomic breeding programs for outbred plants. Theoretical and Applied Genetics, 130 (5), 969-980. doi: 10.1007/s00122-017-2863-y
Marett, L. C., Williams, S. R. O., Hayes, B. J., Pryce, J. E. and Wales, W. J. (2017). Partitioning of energy and nitrogen in lactating primiparous and multiparous Holstein-Friesian cows with divergent residual feed intake. Animal Production Science, 57 (7), 1499-1506. doi: 10.1071/AN16476
Aliloo, H., Pryce, J. E., Gonzalez-Recio, O., Cocks, B. G., Goddard, M. E. and Hayes, B. J. (2017). Including nonadditive genetic effects in mating programs to maximize dairy farm profitability. Journal of Dairy Science, 100 (2), 1203-1222. doi: 10.3168/jds.2016-11261
Chen, Long, Chamberlain, Amanda J., Reich, Coralie M., Daetwyler, Hans D. and Hayes, Ben J. (2017). Detection and validation of structural variations in bovine whole-genome sequence data. Genetics Selection Evolution, 49 (1) 13. doi: 10.1186/s12711-017-0286-5
Garner, J. B., Douglas, M. L., Williams, S. R. O., Wales, W. J., Marett, L. C., Nguyen, T. T. T., Reich, C. M. and Hayes, B. J. (2017). Corrigendum: Genomic selection improves heat tolerance in dairy cattle. Scientific Reports, 7 (1) 39896, 39896. doi: 10.1038/srep39896
Nguyen, Thuy T. T., Hayes, Ben J. and Pryce, Jennie E. (2017). A practical future-scenarios selection tool to breed for heat tolerance in Australian dairy cattle. Animal Production Science, 57 (7), 1488-1493. doi: 10.1071/AN16449
Garner, J. B., Douglas, M., Williams, S. R. O., Wales, W. J., Marett, L. C., DiGiacomo, K., Leury, B. J. and Hayes, B. J. (2017). Responses of dairy cows to short-term heat stress in controlled-climate chambers. Animal Production Science, 57 (7), 1233-1241. doi: 10.1071/AN16472
Lin, Zibei, Wang, Junping, Cogan, Noel O. I., Pembleton, Luke W., Badenhorst, Pieter, Forster, John W., Spangenberg, German C., Hayes, Ben J. and Daetwyler, Hans D. (2017). Optimizing resource allocation in a genomic breeding program for perennial ryegrass to balance genetic gain, cost, and inbreeding. Crop Science, 57 (1), 243-252. doi: 10.2135/cropsci2016.07.0577
Kemper, K. E., Littlejohn, M. D., Lopdell, T., Hayes, B. J., Bennett, L. E., Williams, R. P., Xu, X. Q., Visscher, P. M., Carrick, M. J. and Goddard, M. E. (2016). Leveraging genetically simple traits to identify small-effect variants for complex phenotypes. BMC Genomics, 17 (1) 858, 858. doi: 10.1186/s12864-016-3175-3
Slater, Anthony T., Cogan, Noel O. I., Forster, John W., Hayes, Benjamin J. and Daetwyler, Hans D. (2016). Improving genetic gain with genomic selection in autotetraploid potato. Plant Genome, 9 (3), plantgenome2016.02.0021-15. doi: 10.3835/plantgenome2016.02.0021
Tuggle, Christopher K., Giuffra, Elisabetta, White, Stephen N., Clarke, Laura, Zhou, Huaijun, Ross, Pablo J., Acloque, Herve, Reecy, James M., Archibald, Alan, Bellone, Rebecca R., Boichard, Michele, Chamberlain, Amanda, Cheng, Hans, Crooijmans, Richard P. M. A., Delany, Mary E., Finno, Carrie J., Groenen, Martien A. M., Hayes, Ben, Lunney, Joan K., Petersen, Jessica L., Plastow, Graham S., Schmidt, Carl J., Song, Jiuzhou and Watson, Mick (2016). GO-FAANG meeting: a gathering on functional annotation of animal genomes. Animal Genetics, 47 (5), 528-533. doi: 10.1111/age.12466
Manzanilla-Pech, C. I. V., De Haas, Y., Hayes, B. J., Veerkamp, R. F., Khansefid, M., Donoghue, K. A., Arthur, P. F. and Pryce, J. E. (2016). Genomewide association study of methane emissions in Angus beef cattle with validation in dairy cattle. Journal of Animal Science, 94 (10), 4151-4166. doi: 10.2527/jas.2016-0431
Wang, Tingting, Chen, Yi-Ping Phoebe, Bowman, Phil J., Goddard, Michael E. and Hayes, Ben J. (2016). A hybrid expectation maximisation and MCMC sampling algorithm to implement Bayesian mixture model based genomic prediction and QTL mapping. BMC Genomics, 17 (1) 744, 744. doi: 10.1186/s12864-016-3082-7
Garner, J. B., Douglas, M. L., Williams, S. R. O., Wales, W. J., Marett, L. C., Nguyen, T. T. T., Reich, C. M. and Hayes, B. J. (2016). Genomic selection improves heat tolerance in dairy cattle. Scientific Reports, 6 (1) 34114, 34114. doi: 10.1038/srep34114
Hayes, Ben J., Daetwyler, Hans D. and Goddard, Mike E. (2016). Models for genome x environment interaction: examples in livestock. Crop Science, 56 (5), 2251-2259. doi: 10.2135/cropsci2015.07.0451
Goddard, M. E., Kemper, K. E., MacLeod, I. M., Chamberlain, A. J. and Hayes, B. J. (2016). Genetics of complex traits: prediction of phenotype, identification of causal polymorphisms and genetic architecture. Proceedings of the Royal Society B: Biological Sciences, 283 (1835) 20160569, 20160569. doi: 10.1098/rspb.2016.0569
Greyvenstein, O. F. C., Reich, C. M., van Marle-Koster, E., Riley, D. G. and Hayes, B. J. (2016). Polyceraty (multi-horns) in Damara sheep maps to ovine chromosome 2. Animal Genetics, 47 (2), 263-266. doi: 10.1111/age.12411
Nguyen, Thuy T. T., Bowman, Phil J., Haile-Mariam, Mekonnen, Pryce, Jennie E. and Hayes, Benjamin J. (2016). Genomic selection for tolerance to heat stress in Australian dairy cattle. Journal of Dairy Science, 99 (4), 2849-2862. doi: 10.3168/jds.2015-9685
Bolormaa, Sunduimijid, Hayes, Ben J., van der Werf, Julius H. J., Pethick, David, Goddard, Michael E. and Daetwyler, Hans D. (2016). Detailed phenotyping identifies genes with pleiotropic effects on body composition. BMC Genomics, 17 (224) 224, 1-21. doi: 10.1186/s12864-016-2538-0
Lin, Zibei, Cogan, Noel O. I., Pembleton, Luke W., Spangenberg, German C., Forster, John W., Hayes, Ben J. and Daetwyler, Hans D. (2016). Genetic gain and inbreeding from genomic selection in a simulated commercial breeding program for perennial ryegrass. Plant Genome, 9 (1), 876-883. doi: 10.3835/plantgenome2015.06.0046
Hayes, B. J., Donoghue, K. A., Reich, C. M., Mason, B. A., Bird-Gardiner, T., Herd, R. M. and Arthur, P. F. (2016). Genomic heritabilities and genomic estimated breeding values for methane traits in Angus cattle. Journal of Animal Science, 94 (3), 902-908. doi: 10.2527/jas2015-0078
Liu, Z., Goddard, M. E., Hayes, B. J., Reinhardt, F. and Reents, R. (2016). Technical note: equivalent genomic models with a residual polygenic effect. Journal of Dairy Science, 99 (3), 2016-2025. doi: 10.3168/jds.2015-10394
Raven, Lesley-Ann, Cocks, Benjamin G., Kemper, Kathryn E., Chamberlain, Amanda J., Vander Jagt, Christy J., Goddard, Michael E. and Hayes, Ben J. (2016). Targeted imputation of sequence variants and gene expression profiling identifies twelve candidate genes associated with lactation volume, composition and calving interval in dairy cattle. Mammalian Genome, 27 (1-2), 81-97. doi: 10.1007/s00335-015-9613-8
Aliloo, Hassan, Pryce, Jennie E., Gonzalez-Recio, Oscar, Cocks, Benjamin G. and Hayes, Ben J. (2016). Accounting for dominance to improve genomic evaluations of dairy cows for fertility and milk production traits. Genetics Selection Evolution, 48 (1) 186, 8.1-8.11. doi: 10.1186/s12711-016-0186-0
MacLeod, I. M., Bowman, P. J., Vander Jagt, C. J., Haile-Mariam, M., Kemper, K. E., Chamberlain, A. J., Schrooten, C., Hayes, B. J. and Goddard, M. E. (2016). Exploiting biological priors and sequence variants enhances QTL discovery and genomic prediction of complex traits. BMC Genomics, 17 (1) 144. doi: 10.1186/s12864-016-2443-6
Moore, Stephen G., Pryce, Jennie E., Hayes, Ben J., Chamberlain, Amanda J., Kemper, Kathryn E., Berry, Donagh P., McCabe, Matt, Cormican, Paul, Lonergan, Pat, Fair, Trudee and Butler, Stephen T. (2016). Differentially expressed genes in endometrium and corpus luteum of holstein cows selected for high and low fertility are enriched for sequence variants associated with fertility. Biology of Reproduction, 94 (1) 19. doi: 10.1095/biolreprod.115.132951
Moate, Peter J., Deighton, Matthew H., Williams, S. Richard O., Pryce, Jennie E., Hayes, Ben J., Jacobs, Joe L., Eckard, Richard J., Hannah, Murray C. and Wales, William J. (2016). Reducing the carbon footprint of Australian milk production by mitigation of enteric methane emissions. Animal Production Science, 56 (7), 1017-1034. doi: 10.1071/AN15222
Meuwissen, Theo, Hayes, Ben and Goddard, Mike (2016). Genomic selection: a paradigm shift in animal breeding. Animal Frontiers, 6 (1), 6-14. doi: 10.2527/af.2016-0002
Wang, Tingting, Chen, Yi-Ping Phoebe and Hayes, Ben (2016). Accuracy and computational efficiency of genomic selection with high-density SNP and whole-genome sequence data. CAB Reviews: Perspectives in Agriculture, Veterinary Science, Nutrition and Natural Resources, 11 (034) 034, 1-18. doi: 10.1079/PAVSNNR201611034
Moghaddar, Nasir, Gore, Klint P., Daetwyler, Hans D., Hayes, Ben J. and van der Werf, Julius H. J. (2015). Accuracy of genotype imputation based on random and selected reference sets in purebred and crossbred sheep populations and its effect on accuracy of genomic prediction. Genetics Selection Evolution, 47 (1) 175. doi: 10.1186/s12711-015-0175-8
Gonzalez-Recio, Oscar, Daetwyler, Hans D., MacLeod, Iona M., Pryce, Jennie E., Bowman, Phil J., Hayes, Ben J. and Goddard, Michael E. (2015). Rare variants in transcript and potential regulatory regions explain a small percentage of the missing heritability of complex traits in cattle. PLoS One, 10 (12) e0143945, e0143945. doi: 10.1371/journal.pone.0143945
Chamberlain, Amanda J., Vander Jagt, Christy J., Hayes, Benjamin J., Khansefid, Majid, Marett, Leah C., Millen, Catriona A., Nguyen, Thuy T. T. and Goddard, Michael E. (2015). Extensive variation between tissues in allele specific expression in an outbred mammal. BMC Genomics, 16 (1) 993. doi: 10.1186/s12864-015-2174-0
Tucker, George, Loh, Po-Ru, MacLeod, Iona M., Hayes, Ben J., Goddard, Michael E., Berger, Bonnie and Price, Alkes L. (2015). Two-variance-component model improves genetic prediction in family datasets. American Journal of Human Genetics, 97 (5), 677-690. doi: 10.1016/j.ajhg.2015.10.002
Koufariotis, Lambros T., Chen, Yi-Ping Phoebe, Chamberlain, Amanda, Jagt, Christy Vander and Hayes, Ben J. (2015). A catalogue of novel bovine long noncoding RNA across 18 tissues. PLoS One, 10 (10) e0141225, e0141225. doi: 10.1371/journal.pone.0141225
Bolormaa, S., Gore, K., van der Werf, J. H. J., Hayes, B. J. and Daetwyler, H. D. (2015). Design of a low-density SNP chip for the main Australian sheep breeds and its effect on imputation and genomic prediction accuracy. Animal Genetics, 46 (5), 544-556. doi: 10.1111/age.12340
Pryce, J. E., Gonzalez-Recio, O., Nieuwhof, G., Wales, W. J., Coffey, M. P., Hayes, B. J. and Goddard, M. E. (2015). Hot topic: Definition and implementation of a breeding value for feed efficiency in dairy cows. Journal of Dairy Science, 98 (10) 73864, 7340-7350. doi: 10.3168/jds.2015-9621
Daetwyler, Hans D., Hayden, Matthew J., Spangenberg, German C. and Hayes, Ben J. (2015). Selection on optimal haploid value increases genetic gain and preserves more genetic diversity relative to genomic selection. Genetics, 200 (4), 1341-1348. doi: 10.1534/genetics.115.178038
Aliloo, Hassan, Pryce, Jennie E., Gonzalez-Recio, Oscar, Cocks, Benjamin G. and Hayes, Ben J. (2015). Validation of markers with non-additive effects on milk yield and fertility in Holstein and Jersey cows. BMC Genetics, 16 (1) 89. doi: 10.1186/s12863-015-0241-9
Pickering, N. K., Oddy, V. H., Basarab, J., Cammack, K., Hayes, B., Hegarty, R. S., Lassen, J., McEwan, J. C., Miller, S., Pinares-Patino, C. S. and de Haas, Y. (2015). Animal board invited review: Genetic possibilities to reduce enteric methane emissions from ruminants. Animal, 9 (9), 1431-1440. doi: 10.1017/S1751731115000968
Wientjes, Yvonne C. J., Calus, Mario P. L., Goddard, Michael E. and Hayes, Ben J. (2015). Impact of QTL properties on the accuracy of multi-breed genomic prediction. Genetics Selection Evolution, 47 (42) 42, 1-16. doi: 10.1186/s12711-015-0124-6
Haile-Mariam, M., Pryce, J. E., Schrooten, C. and Hayes, B. J. (2015). Including overseas performance information in genomic evaluations of Australian dairy cattle. Journal of Dairy Science, 98 (5), 3443-3459. doi: 10.3168/jds.2014-8785
Wang, Tingting, Chen, Yi-Ping Phoebe, Goddard, Michael E., Meuwissen, Theo H. E., Kemper, Kathryn E. and Hayes, Ben J. (2015). A computationally efficient algorithm for genomic prediction using a Bayesian model. Genetics Selection Evolution, 47 (1) 82. doi: 10.1186/s12711-014-0082-4
Kemper, Kathryn E., Reich, Coralie M., Bowman, Philip J., vander Jagt, Christy J., Chamberlain, Amanda J., Mason, Brett A., Hayes, Benjamin J. and Goddard, Michael E. (2015). Improved precision of QTL mapping using a nonlinear Bayesian method in a multi-breed population leads to greater accuracy of across-breed genomic predictions. Genetics Selection Evolution, 47 (1) 29. doi: 10.1186/s12711-014-0074-4
Moser, Gerhard, Lee, Sang Hong, Hayes, Ben J., Goddard, Michael E., Wray, Naomi R. and Visscher, Peter M. (2015). Simultaneous discovery, estimation and prediction analysis of complex traits using a bayesian mixture model. PLoS Genetics, 11 (4) e1004969, 1-22. doi: 10.1371/journal.pgen.1004969
Bolormaa, Sunduimijid, Pryce, Jennie E., Zhang, Yuandan, Reverter, Antonio, Barendse, William, Hayes, Ben J. and Goddard, Michael E. (2015). Non-additive genetic variation in growth, carcass and fertility traits of beef cattle. Genetics Selection Evolution, 47 (1) 26. doi: 10.1186/s12711-015-0114-8
Kemper, K. E., Hayes, B. J., Daetwyler, H. D. and Goddard, M. E. (2015). How old are quantitative trait loci and how widely do they segregate?. Journal of Animal Breeding and Genetics, 132 (2), 121-134. doi: 10.1111/jbg.12152
Andersson, Leif, Archibald, Alan L., Bottema, Cynthia D., Brauning, Rudiger, Burgess, Shane C., Burt, Dave W., Casas, Eduardo, Cheng, Hans H., Clarke, Laura, Couldrey, Christine, Dalrymple, Brian P., Elsik, Christine G., Foissac, Sylvain, Giuffra, Elisabetta, Groenen, Martien A., Hayes, Ben J., Huang, LuSheng S., Khatib, Hassan, Kijas, James W., Kim, Heebal, Lunney, Joan K., McCarthy, Fiona M., McEwan, John C., Nanduri, Bindu, Notredame, Cedric, Palti, Yniv, Plastow, Graham S., Reecy, James M., Rohrer, Gary A. ... Fortes, Marina (2015). Coordinated international action to accelerate genome-to-phenome with FAANG, the Functional Annotation of Animal Genomes project. Genome Biology, 16 (1) 57, 1-6. doi: 10.1186/s13059-015-0622-4
Howard, Jeremy T., Maltecca, Christian, Haile-Mariam, Mekonnen, Hayes, Ben J. and Pryce, Jennie E. (2015). Characterizing homozygosity across United States, New Zealand and Australian Jersey cow and bull populations. BMC Genomics, 16 (1) 187. doi: 10.1186/s12864-015-1352-4
Bolormaa, S., Hayes, B. J., Hawken, R. J., Zhang, Y., Reverter, A. and Goddard, M. E. (2014). Detection of chromosome segments of zebu and taurine origin and their effect on beef production and growth. Journal of Animal Science, 89 (7), 2050-2060. doi: 10.2527/jas.2010-3363
Bolormaa, S., Hayes, B. J., Savin, K., Hawken, R., Barendse, W., Arthur, P. F., Herd, R. M. and Goddard, M. E. (2014). Genome-wide association studies for feedlot and growth traits in cattle. Journal of Animal Science, 89 (6), 1684-1697. doi: 10.2527/jas.2010-3079
MacLeod, Iona M., Hayes, Ben J. and Goddard, Michael E. (2014). The effects of demography and long-term selection on the accuracy of genomic prediction with sequence data. Genetics, 198 (4), 1671-1684. doi: 10.1534/genetics.114.168344
Pryce, Jennie E., Haile-Mariam, Mekonnen, Goddard, Michael E. and Hayes, Ben J. (2014). Identification of genomic regions associated with inbreeding depression in Holstein and Jersey dairy cattle. Genetics Selection Evolution, 46 (1) 71. doi: 10.1186/s12711-014-0071-7
Slater, Anthony T., Cogan, Noel O. I., Hayes, Benjamin J., Schultz, Lee, Dale, M. Finlay B., Bryan, Glenn J. and Forster, John W. (2014). Improving breeding efficiency in potato using molecular and quantitative genetics. Theoretical and Applied Genetics, 127 (11), 2279-2292. doi: 10.1007/s00122-014-2386-8
Kijas, James W., Porto-Neto, Laercio, Dominik, Sonja, Reverter, Antonio, Bunch, Rowan, McCulloch, Russell, Hayes, Ben J., Brauning, Rudiger and McEwan, John (2014). Linkage disequilibrium over short physical distances measured in sheep using a high-density SNP chip. Animal Genetics, 45 (5), 754-757. doi: 10.1111/age.12197
Fariello, Maria-Ines, Servin, Bertrand, Tosser-Klopp, Gwenola, Rupp, Rachel, Moreno, Carole, San Cristobal, Magali, Boitard, Simon, International Sheep Genomics Consortium and Hayes, Ben (2014). Selection signatures in worldwide sheep populations. PLoS One, 9 (8) e103813, e103813. doi: 10.1371/journal.pone.0103813
Daetwyler, Hans D., Bansal, Urmil K., Bariana, Harbans S., Hayden, Matthew J. and Hayes, Ben J. (2014). Genomic prediction for rust resistance in diverse wheat landraces. Theoretical and Applied Genetics, 127 (8), 1795-1803. doi: 10.1007/s00122-014-2341-8
Daetwyler, Hans D., Capitan, Aurelien, Pausch, Hubert, Stothard, Paul, Van Binsbergen, Rianne, Brondum, Rasmus F., Liao, Xiaoping, Djari, Anis, Rodriguez, Sabrina C., Grohs, Cecile, Esquerre, Diane, Bouchez, Olivier, Rossignol, Marie-Noelle, Klopp, Christophe, Rocha, Dominique, Fritz, Sebastien, Eggen, Andre, Bowman, Phil J., Coote, David, Chamberlain, Amanda J., Anderson, Charlotte, VanTassell, Curt P., Hulsegge, Ina, Goddard, Mike E., Guldbrandtsen, Bernt, Lund, Mogens S., Veerkamp, Roel F., Boichard, Didier A., Fries, Ruedi and Hayes, Ben J. (2014). Whole-genome sequencing of 234 bulls facilitates mapping of monogenic and complex traits in cattle. Nature Genetics, 46 (8), 858-865. doi: 10.1038/ng.3034
Thornhill, J. B., Marett, L. C., Auldist, M. J., Greenwood, J. S., Pryce, J. E., Hayes, B. J. and Wales, W. J. (2014). Whole-tract dry matter and nitrogen digestibility of lactating dairy cows selected for phenotypic divergence in residual feed intake. Animal Production Science, 54 (9), 1460-1464. doi: 10.1071/AN14200
van Binsbergen, Rianne, Bink, Marco C. A. M., Calus, Mario P. L., van Eeuwijk, Fred A., Hayes, Ben J., Hulsegge, Ina and Veerkamp, Roel F. (2014). Accuracy of imputation to whole-genome sequence data in Holstein Friesian cattle. Genetics Selection Evolution, 46 (1) 41, 1-13. doi: 10.1186/1297-9686-46-41
Koufariotis, Lambros, Chen, Yi-Ping Phoebe, Bolormaa, Sunduimijid and Hayes, Ben J. (2014). Regulatory and coding genome regions are enriched for trait associated variants in dairy and beef cattle. BMC Genomics, 15 (1) 436. doi: 10.1186/1471-2164-15-436
Gonzalez-Recio, O., Pryce, J. E., Haile-Mariam, M. and Hayes, B. J. (2014). Incorporating heifer feed efficiency in the Australian selection index using genomic selection. Journal of Dairy Science, 97 (6), 3883-3893. doi: 10.3168/jds.2013-7515
Raven, Lesley-Ann, Cocks, Benjamin G., Goddard, Michael E., Pryce, Jennie E. and Hayes, Ben J. (2014). Genetic variants in mammary development, prolactin signalling and involution pathways explain considerable variation in bovine milk production and milk composition. Genetics Selection Evolution, 46 (1) 29. doi: 10.1186/1297-9686-46-29
Slater, Anthony T., Wilson, Graeme M., Cogan, Noel O. I., Forster, John W. and Hayes, Benjamin J. (2014). Improving the analysis of low heritability complex traits for enhanced genetic gain in potato. Theoretical and Applied Genetics, 127 (4), 809-820. doi: 10.1007/s00122-013-2258-7
Kemper, Kathryn E., Saxton, Sarah J., Bolormaa, Sunduimijid, Hayes, Benjamin J. and Goddard, Michael E. (2014). Selection for complex traits leaves little or no classic signatures of selection. BMC Genomics, 15 (1) 246. doi: 10.1186/1471-2164-15-246
Macdonald, K. A., Pryce, J. E., Spelman, R. J., Davis, S. R., Wales, W. J., Waghorn, G. C., Williams, Y. J., II, Marett, L. C. and Hayes, B. J. (2014). Holstein-Friesian calves selected for divergence in residual feed intake during growth exhibited significant but reduced residual feed intake divergence in their first lactation. Journal of Dairy Science, 97 (3), 1427-1435. doi: 10.3168/jds.2013-7227
Pryce, J. E., Johnston, J., Hayes, B. J., Sahana, G., Weigel, K. A., McParland, S., Spurlock, D., Krattenmacher, N., Spelman, R. J., Wall, E. and Calus, M. P. L. (2014). Imputation of genotypes from low density (50,000 markers) to high density (700,000 markers) of cows from research herds in Europe, North America, and Australasia using 2 reference populations. Journal of Dairy Science, 97 (3), 1799-1811. doi: 10.3168/jds.2013-7368
Bolormaa, Sunduimijid, Pryce, Jennie E., Reverter, Antonio, Zhang, Yuandan, Barendse, William, Kemper, Kathryn, Tier, Bruce, Savin, Keith, Hayes, Ben J. and Goddard, Michael E. (2014). A multi-trait, meta-analysis for detecting pleiotropic polymorphisms for stature, fatness and reproduction in beef cattle. PLoS Genetics, 10 (3) e1004198, e1004198. doi: 10.1371/journal.pgen.1004198
Knight, Matthew I., Daetwyler, Hans D., Hayes, Ben J., Hayden, Matthew J., Ball, Alex J., Pethick, David W. and McDonagh, Matthew B. (2014). An independent validation association study of carcass quality, shear force, intramuscular fat percentage and omega-3 polyunsaturated fatty acid content with gene markers in Australian lamb. Meat Science, 96 (2), 1025-1033. doi: 10.1016/j.meatsci.2013.07.008
Amador, Carmen, Hayes, Ben J. and Daetwyler, Hans D. (2014). Genomic selection for recovery of original genetic background from hybrids of endangered and common breeds. Evolutionary Applications, 7 (2), 227-237. doi: 10.1111/eva.12113
Raven, Lesley-Ann, Cocks, Benjamin G. and Hayes, Ben J. (2014). Multibreed genome wide association can improve precision of mapping causative variants underlying milk production in dairy cattle. BMC Genomics, 15 (1) 62. doi: 10.1186/1471-2164-15-62
Nguyen, Thuy T. T., Hayes, Ben J. and Ingram, Brett A. (2014). Genetic parameters and response to selection in blue mussel (Mytilus galloprovincialis) using a SNP-based pedigree. Aquaculture, 420-421, 295-301. doi: 10.1016/j.aquaculture.2013.11.021
Pryce, J. E., Wales, W. J., de Haas, Y., Veerkamp, R. F. and Hayes, B. J. (2014). Genomic selection for feed efficiency in dairy cattle. Animal, 8 (1), 1-10. doi: 10.1017/S1751731113001687
DiGiacomo, K., Marett, L. C., Wales, W. J., Hayes, B. J., Dunshea, F. R. and Leury, B. J. (2014). Thermoregulatory differences in lactating dairy cattle classed as efficient or inefficient based on residual feed intake. Animal Production Science, 54 (10), 1877-1881. doi: 10.1071/AN14311
Druet, T., Macleod, I. M. and Hayes, B. J. (2014). Toward genomic prediction from whole-genome sequence data: impact of sequencing design on genotype imputation and accuracy of predictions. Heredity, 112 (1), 39-47. doi: 10.1038/hdy.2013.13
Pryce, J. E., Gonzalez-Recio, O., Thornhill, J. B., Marett, L. C., Wales, W. J., Coffey, M. P., de Haas, Y., Veerkamp, R. F. and Hayes, B. J. (2014). Short communication: Validation of genomic breeding value predictions for feed intake and feed efficiency traits. Journal of Dairy Science, 97 (1), 537-542. doi: 10.3168/jds.2013-7376
Erbe, M., Hayes, B. J., Matukumalli, L. K., Goswami, S., Bowman, P. J., Reich, C. M., Mason, B. A. and Goddard, M. E. (2014). Erratum: Improving accuracy of genomic predictions within and between dairy cattle breeds with imputed high-density single nucleotide polymorphism panels (J. Dairy Sci. 95:4114-4129). Journal of Dairy Science, 97 (10), 6622-6622. doi: 10.3168/jds.2014-97-10-6622
Wray, Naomi R., Yang, Jian, Hayes, Ben J., Price, Alkes L., Goddard, Michael E. and Visscher, Peter M. (2013). Author reply to A commentary on Pitfalls of predicting complex traits from SNPs. Nature Reviews Genetics, 14 (12), 894-894. doi: 10.1038/nrg3457-c2
Ross, Elizabeth M., Petrovski, Steve, Moate, Peter J. and Hayes, Ben J. (2013). Metagenomics of rumen bacteriophage from thirteen lactating dairy cattle. BMC Microbiology, 13. doi: 10.1186/1471-2180-13-242
Nicolazzi, Ezequiel L., Negrini, Riccardo, Chamberlain, Amanda J., Goddard, Michael E., Marsan, Paolo Ajmone and Hayes, Ben J. (2013). Effect of prior distributions on accuracy of genomic breeding values for two dairy traits. Italian Journal of Animal Science, 12 (4) e91, 555-561. doi: 10.4081/ijas.2013.e91
Ross, Elizabeth M., Moate, Peter J., Marett, Leah C., Cocks, Ben G. and Hayes, Ben J. (2013). Metagenomic predictions: from microbiome to complex health and environmental phenotypes in humans and cattle. PLoS One, 8 (9) e73056, e73056. doi: 10.1371/journal.pone.0073056
Ross, E. M., Moate, P. J., Marett, L., Cocks, B. G. and Hayes, B. J. (2013). Investigating the effect of two methane-mitigating diets on the rumen microbiome using massively parallel sequencing. Journal of Dairy Science, 96 (9), 6030-6046. doi: 10.3168/jds.2013-6766
MacLeod, Iona M., Larkin, Denis M., Lewin, Harris A., Hayes, Ben J. and Goddard, Mike E. (2013). Inferring demography from runs of homozygosity in whole-genome sequence, with correction for sequence errors. Molecular Biology and Evolution, 30 (9), 2209-2223. doi: 10.1093/molbev/mst125
Raven, Lesley-Ann, Cocks, Benjamin G., Pryce, Jennie E., Cottrell, Jeremy J. and Hayes, Ben J. (2013). Genes of the RNASE5 pathway contain SNP associated with milk production traits in dairy cattle. Genetics Selection Evolution, 45 (1) 25, 391-398. doi: 10.1186/1297-9686-45-25
Wray, Naomi R., Yang, Jian, Hayes, Ben J., Price, Alkes L., Goddard, Michael E. and Visscher, Peter M. (2013). Pitfalls of predicting complex traits from SNPs. Nature Reviews Genetics, 14 (7), 507-515. doi: 10.1038/nrg3457
Hayes, Benjamin J., Cogan, Noel O. I., Pembleton, Luke W., Goddard, Michael E., Wang, Junping, Spangenberg, German C. and Forster, John W. (2013). Prospects for genomic selection in forage plant species. Plant Breeding, 132 (2), 133-143. doi: 10.1111/pbr.12037
Hayes, Ben J., Lewin, Harris A. and Goddard, Michael E. (2013). The future of livestock breeding: genomic selection for efficiency, reduced emissions intensity, and adaptation. Trends in Genetics, 29 (4), 206-214. doi: 10.1016/j.tig.2012.11.009
Maher, Anthony D., Hayes, Benjamin, Cocks, Benjamin, Marett, Leah, Wales, William J. and Rochfort, Simone J. (2013). Latent biochemical relationships in the blood-milk metabolic axis of dairy cows revealed by statistical integration of 1H NMR spectroscopic data. Journal of Proteome Research, 12 (3), 1428-1435. doi: 10.1021/pr301056q
Haile-Mariam, M., Nieuwhof, G. J., Beard, K. T., Konstatinov, K. V. and Hayes, B. J. (2013). Comparison of heritabilities of dairy traits in Australian Holstein-Friesian cattle from genomic and pedigree data and implications for genomic evaluations. Journal of Animal Breeding and Genetics, 130 (1), 20-31. doi: 10.1111/j.1439-0388.2013.01001.x
Meuwissen, Theo, Hayes, Ben and Goddard, Mike (2013). Accelerating improvement of livestock with genomic selection. Annual Review of Animal Biosciences, 1 (1), 221-237. doi: 10.1146/annurev-animal-031412-103705
Bolormaa, S., Pryce, J. E., Kemper, K., Savin, K., Hayes, B. J., Barendse, W., Zhang, Y., Reich, C. M., Mason, B. A., Bunch, R. J., Harrison, B. E., Reverter, A., Herd, R. M., Tier, B., Graser, H. -U. and Goddard, M. E. (2013). Accuracy of prediction of genomic breeding values for residual feed intake and carcass and meat quality traits in Bos taurus, Bos indicus, and composite beef cattle. Journal of Animal Science, 91 (7), 3088-3104. doi: 10.2527/jas.2012-5827
Bolormaa, Sunduimijid, Pryce, Jennie E., Kemper, Kathryn E., Hayes, Ben J., Zhang, Yuandan, Tier, Bruce, Barendse, William, Reverter, Antonio and Goddard, Mike E. (2013). Detection of quantitative trait loci in Bos indicus and Bos taurus cattle using genome-wide association studies. Genetics Selection Evolution, 45 (1) 43, 43.1-43.12. doi: 10.1186/1297-9686-45-43
Gondro, Cedric, Van Der Werf, Julius and Hayes, Ben (2013). Preface. Methods in Molecular Biology, 1019. doi: 10.1007/978-1-62703-447_0
Daetwyler, Hans D., Swan, Andrew A., van der Werf, Julius H. J. and Hayes, Ben J. (2012). Accuracy of pedigree and genomic predictions of carcass and novel meat quality traits in multi-breed sheep data assessed by cross-validation. Genetics Selection Evolution, 44 (1) 33. doi: 10.1186/1297-9686-44-33
Brondum, Rasmus Froberg, Su, Guosheng, Lund, Mogens Sando, Bowman, Philip J., Goddard, Michael E. and Hayes, Benjamin J. (2012). Genome position specific priors for genomic prediction. BMC Genomics, 13 (1) 543. doi: 10.1186/1471-2164-13-543
Khatkar, Mehar S., Moser, Gerhard, Hayes, Ben J. and Raadsma, Herman W. (2012). Strategies and utility of imputed SNP genotypes for genomic analysis in dairy cattle. BMC Genomics, 13 (1) 538, 1-12. doi: 10.1186/1471-2164-13-538
de Haas, Y., Calus, M. P. L., Veerkamp, R. F., Wall, E., Coffey, M. P., Daetwyler, H. D., Hayes, B. J. and Pryce, J. E. (2012). Improved accuracy of genomic prediction for dry matter intake of dairy cattle from combined European and Australian data sets. Journal of Dairy Science, 95 (10), 6103-6112. doi: 10.3168/jds.2011-5280
Dominik, S., Henshall, J. M. and Hayes, B. J. (2012). A single nucleotide polymorphism on chromosome 10 is highly predictive for the polled phenotype in Australian Merino sheep. Animal Genetics, 43 (4), 468-470. doi: 10.1111/j.1365-2052.2011.02271.x
Kemper, K. E., Bowman, R. J., Pryce, J. E., Hayes, B. J. and Goddard, M. E. (2012). Long-term selection strategies for complex traits using high-density genetic markers. Journal of Dairy Science, 95 (8), 4646-4656. doi: 10.3168/jds.2011-5289
Ross, Elizabeth M., Moate, Peter J., Bath, Carolyn R., Davidson, Sophie E., Sawbridge, Tim I., Guthridge, Kathryn M., Cocks, Ben G. and Hayes, Ben J. (2012). High throughput whole rumen metagenome profiling using untargeted massively parallel sequencing. BMC Genetics, 13 53. doi: 10.1186/1471-2156-13-53
Erbe, M., Hayes, B. J., Matukumalli, L. K., Goswami, S., Bowman, P. J., Reich, C. M., Mason, B. A. and Goddard, M. E. (2012). Improving accuracy of genomic predictions within and between dairy cattle breeds with imputed high-density single nucleotide polymorphism panels. Journal of Dairy Science, 95 (7), 4114-4129. doi: 10.3168/jds.2011-5019
Larkin, Denis M., Daetwyler, Hans D., Hernandez, Alvaro G., Wright, Chris L., Hetrick, Lorie A., Boucek, Lisa, Bachman, Sharon L., Band, Mark R., Akraiko, Tatsiana V., Cohen-Zinder, Miri, Thimmapuram, Jyothi, Macleod, Iona M., Harkins, Timothy T., McCague, Jennifer E., Goddard, Michael E., Hayes, Ben J. and Lewin, Harris A. (2012). Whole-genome resequencing of two elite sires for the detection of haplotypes under selection in dairy cattle. Proceedings of the National Academy of Sciences of the United States of America, 109 (20), 7693-7698. doi: 10.1073/pnas.1114546109
Knight, M. I., Daetwyler, H. D., Hayes, B. J., Hayden, M. J., Ball, A. J., Pethick, D. W. and McDonagh, M. B. (2012). Discovery and trait association of single nucleotide polymorphisms from gene regions of influence on meat tenderness and long-chain omega-3 fatty acid content in Australian lamb. Animal Production Science, 52 (7), 591-600. doi: 10.1071/AN11229
Pryce, J. E., Arias, J., Bowman, P. J., Davis, S. R., Macdonald, K. A., Waghorn, G. C., Wales, W. J., Williams, Y. J., Spelman, R. J. and Hayes, B. J. (2012). Accuracy of genomic predictions of residual feed intake and 250-day body weight in growing heifers using 625,000 single nucleotide polymorphism markers. Journal of Dairy Science, 95 (4), 2108-2119. doi: 10.3168/jds.2011-4628
Boichard, Didier, Chung, Hoyoung, Dassonneville, Romain, David, Xavier, Eggen, Andre, Fritz, Sebastien, Gietzen, Kimberly J., Hayes, Ben J., Lawley, Cynthia T., Sonstegard, Tad S., Van Tassell, Curtis P., VanRaden, Paul M., Viaud-Martinez, Karine A. and Wiggans, George R. (2012). Design of a bovine low-density snp array optimized for imputation. PLoS One, 7 (3) e34130, e34130. doi: 10.1371/journal.pone.0034130
Pryce, Jennie and Hayes, Ben (2012). A review of how dairy farmers can use and profit from genomic technologies. Animal Production Science, 52 (3), 180-184. doi: 10.1071/AN11172
White, Jason D., Allingham, Peter G., Gorman, Chris M., Emery, David L., Hynd, Philip, Owens, John, Bell, Amy, Siddell, Jason, Harper, Greg, Hayes, Ben J., Daetwyler, Hans D., Usmar, Jonathan, Goddard, Mike E., Henshall, John M., Dominik, Sonja, Brewer, Heather, van der Werf, Julius H. J., Nicholas, Frank W., Warner, Robyn, Hofmyer, Chris, Longhurst, Terry, Fisher, Troy, Swan, Paul, Forage, Rob and Oddy, V. Hutton (2012). Design and phenotyping procedures for recording wool, skin, parasite resistance, growth, carcass yield and quality traits of the SheepGENOMICS mapping flock. Animal Production Science, 52 (2-3), 157-171. doi: 10.1071/AN11085
Daetwyler, H. D., Kemper, K. E., van der Werf, J. H. J. and Hayes, B. J. (2012). Components of the accuracy of genomic prediction in a multi-breed sheep population. Journal of Animal Science, 90 (10), 3375-3384. doi: 10.2527/jas.2011-4557
Chamberlain, A. J., Hayes, B. J., Savin, K., Bolormaa, S., McPartlan, H. C., Bowman, P. J., Van der Jagt, C., MacEachern, S. and Goddard, M. E. (2012). Validation of single nucleotide polymorphisms associated with milk production traits in dairy cattle. Journal of Dairy Science, 95 (2), 864-875. doi: 10.3168/jds.2010-3786
Hayes, B. J., Bowman, P. J., Daetwyler, H. D., Kijas, J. W. and van der Werf, J. H. J. (2012). Accuracy of genotype imputation in sheep breeds. Animal Genetics, 43 (1), 72-80. doi: 10.1111/j.1365-2052.2011.02208.x
Kijas, James W., Lenstra, Johannes A., Hayes, Ben, Boitard, Simon, Neto, Laercio R. Porto, San Cristobal, Magali, Servin, Bertrand, McCulloch, Russell, Whan, Vicki, Gietzen, Kimberly, Paiva, Samuel, Barendse, William, Ciani, Elena, Raadsma, Herman, McEwan, John, Dalrymple, Brian and Int Sheep Genomics Consortium (2012). Genome-Wide Analysis of the World's Sheep Breeds Reveals High Levels of Historic Mixture and Strong Recent Selection. PLoS Biology, 10 (2) e1001258, e1001258. doi: 10.1371/journal.pbio.1001258
Pryce, J. E., Hayes, B. J. and Goddard, M. E. (2012). Novel strategies to minimize progeny inbreeding while maximizing genetic gain using genomic information. Journal of Dairy Science, 95 (1), 377-388. doi: 10.3168/jds.2011-4254
Lien, Sigbjorn, Gidskehaug, Lars, Moen, Thomas, Hayes, Ben J., Berg, Paul R., Davidson, William S., Omholt, Stig W. and Kent, Matthew P. (2011). A dense SNP-based linkage map for Atlantic salmon (Salmo salar) reveals extended chromosome homeologies and striking differences in sex-specific recombination patterns. BMC Genomics, 12 (1) 615. doi: 10.1186/1471-2164-12-615
Goddard, M. E., Hayes, B. J. and Meuwissen, T. H. E. (2011). Using the genomic relationship matrix to predict the accuracy of genomic selection. Journal of Animal Breeding and Genetics, 128 (6), 409-421. doi: 10.1111/j.1439-0388.2011.00964.x
Nguyen, T. T. T., Hayes, B. J., Guthridge, K., Ab Rahim, E. S. and Ingram, B. A. (2011). Use of a microsatellite-based pedigree in estimation of heritabilities for economic traits in Australian blue mussel, Mytilus galloprovincialis. Journal of Animal Breeding and Genetics, 128 (6), 482-490. doi: 10.1111/j.1439-0388.2011.00948.x
Ingram, B. A., Hayes, B. and Rourke, M. L. (2011). Impacts of stock enhancement strategies on the effective population size of Murray cod, Maccullochella peelii, a threatened Australian fish. Fisheries Management and Ecology, 18 (6), 467-481. doi: 10.1111/j.1365-2400.2011.00798.x
Sodeland, M., Kent, M. P., Olsen, H. G., Opsal, M. A., Svendsen, M., Sehested, E., Hayes, B. J. and Lien, S. (2011). Quantitative trait loci for clinical mastitis on chromosomes 2, 6, 14 and 20 in Norwegian Red cattle. Animal Genetics, 42 (5), 457-465. doi: 10.1111/j.1365-2052.2010.02165.x
Olsen, H. G., Hayes, B. J., Kent, M. P., Nome, T., Svendsen, M., Larsgard, A. G. and Lien, S. (2011). Genome-wide association mapping in Norwegian Red cattle identifies quantitative trait loci for fertility and milk production on BTA12. Animal Genetics, 42 (5), 466-474. doi: 10.1111/j.1365-2052.2011.02179.x
Williams, Y. J., Pryce, J. E., Grainger, C., Wales, W. J., Linden, N., Porker, M. and Hayes, B. J. (2011). Variation in residual feed intake in Holstein-Friesian dairy heifers in southern Australia. Journal of Dairy Science, 94 (9), 4715-4725. doi: 10.3168/jds.2010-4015
Daetwyler, Hans D., Wiggans, George R., Hayes, Ben J., Woolliams, John A. and Goddard, Mike E. (2011). Imputation of missing genotypes from sparse to high density using long-range phasing. Genetics, 189 (1), 317-327. doi: 10.1534/genetics.111.128082
Sodeland, Marte, Grove, Harald, Kent, Matthew, Taylor, Simon, Svendsen, Morten, Hayes, Ben J. and Lien, Sigbjorn (2011). Molecular characterization of a long range haplotype affecting protein yield and mastitis susceptibility in Norwegian Red cattle. BMC Genetics, 12 70. doi: 10.1186/1471-2156-12-70
Krishna, Gopal, Gopikrishna, Gopalapillay, Gopal, Chavali, Jahageerdar, Shrinivas, Ravichandran, Pitchaiyappan, Kannappan, Sudalyandi, Pillai, Subramaniapillai M., Paulpandi, Sivagnanam, Kiran, Remanibhaskaran P., Saraswati, Ramamoorthy, Venugopal, Gundaboena, Kumar, Dilip, Gitterle, Thomas, Lozano, Carlos, Rye, Morten and Hayes, Ben (2011). Genetic parameters for growth and survival in Penaeus monodon cultured in India. Aquaculture, 318 (1-2), 74-78. doi: 10.1016/j.aquaculture.2011.04.028
Gopikrishna, G., Gopal, C., Krishna, G., Jahageerdar, S., Rye, M., Lozano, C., Gitterle, T., Venugopal, G., Paulpandi, S., Ravichandran, P., Pillai, S. M., Ponniah, A. G. and Hayes, B. (2011). Effect of stocking density, water exchange rate and tank substrate on growth and survival of post-larvae of Penaeus monodon (Fabricius, 1798). Indian Journal of Fisheries, 58 (3), 57-61.
Qanbari, Saber, Gianola, Daniel, Hayes, Ben, Schenkel, Flavio, Miller, Steve, Moore, Stephen, Thaller, Georg and Simianer, Henner (2011). Application of site and haplotype-frequency based approaches for detecting selection signatures in cattle. BMC Genomics, 12 (1) 318. doi: 10.1186/1471-2164-12-318
Pryce, J. E., Gredler, B., Bolormaa, S., Bowman, P. J., Egger-Danner, C., Fuerst, C., Emmerling, R., Soelkner, J., Goddard, M. E. and Hayes, B. J. (2011). Short communication: Genomic selection using a multi-breed, across-country reference population. Journal of Dairy Science, 94 (5), 2625-2630. doi: 10.3168/jds.2010-3719
Hayes, B. J. (2011). Technical note: Efficient parentage assignment and pedigree reconstruction with dense single nucleotide polymorphism data. Journal of Dairy Science, 94 (4), 2114-2117. doi: 10.3168/jds.2010-3896
Pryce, Jennie E., Hayes, Ben J., Bolormaa, Sunduimijid and Goddard, Michael E. (2011). Polymorphic regions affecting human height also control stature in cattle. Genetics, 187 (3), 981-984. doi: 10.1534/genetics.110.123943
Gidskehaug, Lars, Kent, Matthew, Hayes, Ben J. and Lien, Sigbjorn (2011). Genotype calling and mapping of multisite variants using an Atlantic salmon iSelect SNP array. Bioinformatics, 27 (3) btq673, 303-310. doi: 10.1093/bioinformatics/btq673
Sodeland, Marte, Kent, Matthew, Hayes, Ben J., Grove, Harald and Lien, Sigbjorn (2011). Recent and historical recombination in the admixed Norwegian Red cattle breed. BMC Genomics, 12 (1) 33. doi: 10.1186/1471-2164-12-33
Kemper, Kathryn E., Emery, David L., Bishop, Stephen C., Oddy, Hutton, Hayes, Benjamin J., Dominik, Sonja, Henshall, John M. and Goddard, Michael E. (2011). The distribution of SNP marker effects for faecal worm egg count in sheep, and the feasibility of using these markers to predict genetic merit for resistance to worm infections. Genetics Research, 93 (3), 203-219. doi: 10.1017/S0016672311000097
Goddard, Michael E., Hayes, Ben J. and Meuwissen, Theo H. E. (2010). Genomic selection in livestock populations. Genetics Research, 92 (5-6), 413-421. doi: 10.1017/S0016672310000613
Daetwyler, H. D., Hickey, J. M., Henshall, J. M., Dominik, S., Gredler, B., van der Werf, J. H. J. and Hayes, B. J. (2010). Accuracy of estimated genomic breeding values for wool and meat traits in a multi-breed sheep population. Animal Production Science, 50 (12), 1004-1010. doi: 10.1071/AN10096
Pryce, J. E., Goddard, M. E., Raadsma, H. W. and Hayes, B. J. (2010). Deterministic models of breeding scheme designs that incorporate genomic selection. Journal of Dairy Science, 93 (11), 5455-5466. doi: 10.3168/jds.2010-3256
Moser, Gerhard, Khatkar, Mehar S., Hayes, Ben J. and Raadsma, Herman W. (2010). Accuracy of direct genomic values in Holstein bulls and cows using subsets of SNP markers. Genetics Selection Evolution, 42 (1) 37, 37.1-37.15. doi: 10.1186/1297-9686-42-37
Hayes, Ben J., Gitterle, Thomas, Gopikrishna, Gopalapillay, Gopal, Chavali, Krishna, Gopal, Jahageerdar, Shrivinas, Lozano, Carlos, Alavandi, Shankar, Paulpandi, Sivagnanam, Ravichandran, Pitchaiyappan and Rye, Morten (2010). Limited evidence for genetic variation for resistance to the white spot syndrome virus in Indian populations of Penaeus monodon. Aquaculture Research, 41 (11), e872-e877. doi: 10.1111/j.1365-2109.2010.02611.x
Hayes, Ben J., Pryce, Jennie, Chamberlain, Amanda J., Bowman, Phil J. and Goddard, Mike E. (2010). Genetic architecture of complex traits and accuracy of genomic prediction: coat colour, milk-fat percentage, and type in Holstein cattle as contrasting model traits. PLoS Genetics, 6 (9) e1001139, e1001139. doi: 10.1371/journal.pgen.1001139
Robinson, Nick, Li, Xiaoxu and Hayes, Ben (2010). Testing options for the commercialization of abalone selective breeding using bioeconomic simulation modelling. Aquaculture Research, 41 (9), e268-e288. doi: 10.1111/j.1365-2109.2010.02528.x
Bolormaa, S., Pryce, J. E., Hayes, B. J. and Goddard, M. E. (2010). Multivariate analysis of a genome-wide association study in dairy cattle. Journal of Dairy Science, 93 (8), 3818-3833. doi: 10.3168/jds.2009-2980
Pryce, J. E., Bolormaa, S., Chamberlain, A. J., Bowman, P. J., Savin, K., Goddard, M. E. and Hayes, B. J. (2010). A validated genome-wide association study in 2 dairy cattle breeds for milk production and fertility traits using variable length haplotypes. Journal of Dairy Science, 93 (7), 3331-3345. doi: 10.3168/jds.2009-2893
Olsen, H. G., Hayes, B. J., Kent, M. P., Nome, T., Svendsen, M. and Lien, S. (2010). A genome wide association study for QTL affecting direct and maternal effects of stillbirth and dystocia in cattle. Animal Genetics, 41 (3), 273-280. doi: 10.1111/j.1365-2052.2009.01998.x
Pryce, J. E., Haile-Mariam, M., Verbyla, K., Bowman, P. J., Goddard, M. E. and Hayes, B. J. (2010). Genetic markers for lactation persistency in primiparous Australian dairy cows. Journal of Dairy Science, 93 (5), 2202-2214. doi: 10.3168/jds.2009-2666
MacLeod, I. M., Hayes, B. J., Savin, K. W., Chamberlain, A. J., McPartlan, H. C. and Goddard, M. E. (2010). Power of a genome scan to detect and locate quantitative trait loci in cattle using dense single nucleotide polymorphisms. Journal of Animal Breeding and Genetics, 127 (2), 133-142. doi: 10.1111/j.1439-0388.2009.00831.x
Gopal, Chavali, Gopikrishna, Gopalapillay, Krishna, Gopal, Jahageerdar, Shrinivas S., Rye, Morten, Hayes, Ben J., Paulpandi, Sivagnanam, Kiran, Remanibhaskaran P., Pillai, Subramaniapillai M., Ravichandran, Pitchaiyappan, Ponniah, Alphis G. and Kumar, Dilip (2010). Weight and time of onset of female-superior sexual dimorphism in pond reared Penaeus monodon. Aquaculture, 300 (1-4), 237-239. doi: 10.1016/j.aquaculture.2010.01.007
Usai, M. Graziano, Goddard, Mike E. and Hayes, Ben J. (2009). LASSO with cross-validation for genomic selection. Genetics Research, 91 (6), 427-436. doi: 10.1017/S0016672309990334
MacLeod, I. M., Meuwissen, T. H. E., Hayes, B. J. and Goddard, M. E. (2009). A novel predictor of multilocus haplotype homozygosity: comparison with existing predictors. Genetics Research, 91 (6), 413-426. doi: 10.1017/S0016672309990358
Hayes, B. J., MacLeod, I. M. and Baranski, M. (2009). Sampling strategies for whole genome association studies in aquaculture and outcrossing plant species. Genetics Research, 91 (6), 367-371. doi: 10.1017/S0016672309990310
de Roos, A. P. W., Hayes, B. J. and Goddard, M. E. (2009). Reliability of genomic predictions across multiple populations. Genetics, 183 (4), 1545-1553. doi: 10.1534/genetics.109.104935
Usai, Mario Graziano, Goddard, Mike E. and Hayes, Ben J. (2009). Using LASSO to estimate marker effects for Genomic Selection. Italian Journal of Animal Science, 8 (SUPPL. 2), 168-170.
Hayes, Ben J., Bowman, Phillip J., Chamberlain, Amanda C., Verbyla, Klara and Goddard, Mike E. (2009). Accuracy of genomic breeding values in multi-breed dairy cattle populations. Genetics Selection Evolution, 41 (1) 51, 321-329. doi: 10.1186/1297-9686-41-51
Verbyla, Klara L., Hayes, Ben J., Bowman, Philip. J. and Goddard, Michael E. (2009). Accuracy of genomic selection using stochastic search variable selection in Australian Holstein Friesian dairy cattle. Genetics Research, 91 (5), 307-311. doi: 10.1017/S0016672309990243
Nilsen, H., Olsen, H. G., Hayes, B., Nome, T., Sehested, E., Svendsen, M., Meuwissen, T. H. E. and Lien, S. (2009). Characterization of a QTL region affecting clinical mastitis and protein yield on BTA6. Animal Genetics, 40 (5), 701-712. doi: 10.1111/j.1365-2052.2009.01908.x
Hayes, Ben J., Bowman, Phil J., Chamberlain, Amanda J., Savin, Keith, van Tassell, Curt P., Sonstegard, Tad S. and Goddard, Mike E. (2009). A validated genome wide association study to breed cattle adapted to an environment altered by climate change. PLoS ONE, 4 (8) e6676, e6676. doi: 10.1371/journal.pone.0006676
Lillehammer, M., Hayes, B. J., Meuwissen, T. H. E. and Goddard, M. E. (2009). Gene by environment interactions for production traits in Australian dairy cattle. Journal of Dairy Science, 92 (8), 4008-4017. doi: 10.3168/jds.2008-1484
Goddard, Michael E. and Hayes, Ben J. (2009). Mapping genes for complex traits in domestic animals and their use in breeding programmes. Nature Reviews Genetics, 10 (6), 381-391. doi: 10.1038/nrg2575
MacEachern, Sean, Hayes, Ben, McEwan, John and Goddard, Mike (2009). An examination of positive selection and changing effective population size in Angus and Holstein cattle populations (Bos taurus) using a high density SNP genotyping platform and the contribution of ancient polymorphism to genomic diversity in Domestic ca. BMC Genomics, 10 181. doi: 10.1186/1471-2164-10-181
Gibbs, Richard A., Taylor, Jeremy F., Van Tassell, Curtis P., Barendse, William, Eversoie, Kallye A., Gill, Clare A., Green, Ronnie D., Hamernik, Debora L., Kappes, Steven M., Lien, Sigbjorn, Matukumalli, Lakshmi K., McEwan, John C., Nazareth, Lynne V., Schnabel, Robert D., Taylor, Jeremy F., Weinstock, George M., Wheeler, David A., Ajmone-Marsan, Paolo, Barendse, William, Boettcher, Paul J., Caetano, Alexandre R., Garcia, Jose Fernando, Hanotte, Olivier, Mariani, Paola, Skow, Loren C., Williams, John L., Caetano, Alexandre R., Diallo, Boubacar, Green, Ronnie D. ... Dodds, Ken G. (2009). Genome-wide survey of SNP variation uncovers the genetic structure of cattle breeds. Science, 324 (5926), 528-532. doi: 10.1126/science.1167936
Hayes, B. J., Chamberlain, A. J., Maceachern, S., Savin, K., McPartlan, H., MacLeod, I., Sethuraman, L. and Goddard, M. E. (2009). A genome map of divergent artificial selection between Bos taurus dairy cattle and Bos taurus beef cattle. Animal Genetics, 40 (2), 176-184. doi: 10.1111/j.1365-2052.2008.01815.x
Hayes, B. J., Visscher, P. M. and Goddard, M. E. (2009). Increased accuracy of artificial selection by using the realized relationship matrix. (vol 91, pg 47, 2009). Genetics Research, 91 (2), 143-143. doi: 10.1017/S0016672309000111
Nilsen, Heidi, Olsen, Hanne Gro, Hayes, Ben, Sehested, Erling, Svendsen, Morten, Nome, Torfinn, Meuwissen, Theo and Lien, Sigbjorn (2009). Casein haplotypes and their association with milk production traits in Norwegian Red cattle. Genetics Selection Evolution, 41 (1) 24. doi: 10.1186/1297-9686-41-24
Hayes, B. J., Bowman, P. J., Chamberlain, A. J. and Goddard, M. E. (2009). Invited review: genomic selection in dairy cattle: progress and challenges. Journal of Dairy Science, 92 (2), 433-443. doi: 10.3168/jds.2008-1646
Hayes, B. J., Visscher, P. M. and Goddard, M. E. (2009). Increased accuracy of artificial selection by using the realized relationship matrix. Genetics Research, 91 (1), 47-60. doi: 10.1017/S0016672308009981
Robinson, Nick and Hayes, Ben (2008). Modelling the use of gene expression profiles with selective breeding for improved disease resistance in Atlantic salmon (Salmo salar). Aquaculture, 285 (1-4), 38-46. doi: 10.1016/j.aquaculture.2008.08.016
Baranski, M., Rourke, M., Loughnan, S., Hayes, B., Austin, C. and Robinson, N. (2008). Detection of QTL for growth rate in the blacklip abalone (Haliotis rubra Leach) using selective DNA pooling. Animal Genetics, 39 (6), 606-614. doi: 10.1111/j.1365-2052.2008.01773.x
Robinson, N., Goddard, M. and Hayes, B. (2008). Use of gene expression data for predicting continuous phenotypes for animal production and breeding. Animal, 2 (10), 1413-1420. doi: 10.1017/S1751731108002632
Lee, Sang Hong, van der Werf, Julius H. J., Hayes, Ben J., Goddard, Michael E. and Visscher, Peter M. (2008). Predicting unobserved phenotypes for complex traits from whole-genome SNP data. PLoS Genetics, 4 (10) e1000231, e1000231. doi: 10.1371/journal.pgen.1000231
de Roos, A. P. W., Hayes, B. J., Spelman, R. J. and Goddard, M. E. (2008). Linkage disequilibrium and persistence of phase in Holstein-Friesian, Jersey and Angus cattle. Genetics, 179 (3), 1503-1512. doi: 10.1534/genetics.107.084301
Moen, Thomas, Hayes, Ben, Baranski, Matthew, Berg, Paul R., Kjoglum, Sissel, Koop, Ben F., Davidson, Willie S., Omholt, Stig W. and Lien, Sigbjorn (2008). A linkage map of the Atlantic salmon (Salmo salar) based on EST-derived SNP markers. BMC Genomics, 9 223. doi: 10.1186/1471-2164-9-223
Nilsen, H., Hayes, B., Berg, P. R., Roseth, A., Sundsaasen, K. K., Nilsen, K. and Lien, S. (2008). Construction of a dense SNP map for bovine chromosome 6 to assist the assembly of the bovine genome sequence. Animal Genetics, 39 (2), 97-104.