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Animal Production Science

Animal Production Science

Volume 61 Number 18 2021

24th Conference of the Association for the Advancement of Animal Breeding and Genetics

Guest Editor:

Susan F. Hatcher (Makin Outcomes Pty Ltd)


This paper was prepared by Dr Kevin Atkins, the 2019 recipient of the Helen Newton Turner Medal. Kevin was awarded the medal for his outstanding contribution to the genetic improvement of sheep in Australia. A brief history of Merino genetic evaluation in Australia is provided and future opportunities viewed from the perspective of a commercial Merino producer who purchases rams are outlined. The paper concludes by highlighting potential improvements to the practice of selecting replacement animals into the flock and the benefits of combining genetic selection with precision management.


Crossbreeding is used in the livestock industry to improve progeny performance; however, genetic improvement is primarily made within purebred parental lines. This review aimed to determine whether purebred selection was sufficient to improve performance in crossbred progeny where the focus was on production traits, above and beyond the generally positive effects of hybrid vigour. In general, this was found to be true for typical production traits such as weight and should remain the main focus for animal breeders.


Animals with missing pedigrees in genetic evaluation schemes are commonly assigned to genetic groups to model systematic differences between individuals due to ongoing selection. A simulation study is presented to demonstrate the impact of different grouping strategies when genomic information is utilized. Results show that assigning genotyped individuals with unknown parents to separate groups can improve accuracy of prediction and reduce bias.

AN21063Microbiome analysis of the skin of sheep that are resistant or susceptible to breech flystrike

J. C. Greeff 0000-0003-4457-8448, E. A. Paz 0000-0003-4093-7415, K. Munyard, A. C. Schlink, J. Smith, L. J. E. Karlsson, G. B. Martin and D. Groth
pp. 1774-1780

Breech strike is costing the wool industry A$170 per year. This study found no difference in the microbial profile on the skin between sheep resistant and susceptible to breech strike. This indicates that factors inherent to individual sheep makes them resistant or susceptible to breech flystrike.

AN21055A method for implementing methane breeding values in Australian dairy cattle

C. M. Richardson 0000-0003-4286-4969, B. Sunduimijid, P. Amer, I. van den Berg 0000-0002-9292-8636 and J. E. Pryce 0000-0002-1397-1282
pp. 1781-1787

In recent years, industry and government interest has increased in using genetic selection to mitigate greenhouse gasses, primarily methane, in dairy cattle. However, acquiring methane data on a large number of cows to estimate genomic prediction equations is challenging, as methane is expensive and laborious to measure. We developed an alternative strategy to reduce the environmental impact of cattle by developing a greenhouse gas subindex, using previously derived coefficients, to weight traits currently estimated in national genetic services based on environmental impact.

AN21057Breed-adjusted genomic relationship matrices as a method to account for population stratification in multibreed populations of tropically adapted beef heifers

Christie L. Warburton 0000-0003-3687-1580, Roy Costilla 0000-0003-0818-5065, Bailey N. Engle 0000-0003-2360-1012, Nicholas J. Corbet, Jack M. Allen, Geoffry Fordyce 0000-0001-5792-0711, Michael R. McGowan, Brian M. Burns and Ben J. Hayes
pp. 1788-1795

Beef cattle breeds in Australia can be categorised into two subspecies, Bos indicus and Bos taurus. Due to the time since divergence, it is likely that mutations affecting quantitative traits have developed independently in each. The present study investigated methods to quantify breed effects in a multibreed population of tropically adapted heifers, with the aim of improving prediction accuracy of genomic evaluations for puberty.

AN21123Ultra-small SNP panels to uniquely identify individuals in thousands of samples

S. Dominik 0000-0002-1942-8539, C. J. Duff 0000-0002-3072-1736, A. I. Byrne, H. Daetwyler 0000-0002-3018-3640 and A. Reverter 0000-0002-4681-9404
pp. 1796-1800

Genomic information can be used for traceability of meat products. The present study explored the required number of genetic markers to generate unique marker profiles for each animal in the dataset. Ultra-small panels of genetic markers can provide an efficient method for the large-scale task of industry-wide paddock to plate traceability.

AN21049Genetic parameters of blood urea nitrogen and milk urea nitrogen concentration in dairy cattle managed in pasture-based production systems of New Zealand and Australia

Irene van den Berg 0000-0002-9292-8636, Phuong N. Ho, Mekonnen Haile-Mariam, Phil R. Beatson, Erin O'Connor and Jennie E. Pryce 0000-0002-1397-1282
pp. 1801-1810

Nitrogen leakage due to urinary nitrogen excretion by dairy cattle is an environmental concern. In contrast to urinary nitrogen excretion, the amount of urea in blood and milk is easier to measure and may be used as an alternative to select for cows that excrete less nitrogen. Our results showed that urea traits measured in Australia are moderately genetically correlated with those in New Zealand.

AN21094Evaluation of dominance in tropically adapted composite beef cattle

M. L. Facy 0000-0003-3107-9498, M. L. Hebart 0000-0002-0700-7585, H. Oakey, R. A. McEwin 0000-0001-8331-9241, G. I. Popplewell and W. S. Pitchford 0000-0002-5213-3978
pp. 1811-1817

Composite breeding is essential in improving performance and fertility of northern Australian beef herd as it combines adaptability and production traits while exploiting heterosis. Accounting for heterosis in genomic selection is important in a composite population, as it can improve genetic gain. This study has demonstrated how heterosis can be accounted for in a composite population, with an increased accuracy of estimated breeding values.

AN21061Bayesian genome-wide analysis of cattle traits using variants with functional and evolutionary significance

Ruidong Xiang 0000-0002-1584-7605, Ed J. Breen, Claire P. Prowse-Wilkins, Amanda J. Chamberlain and Michael E. Goddard
pp. 1818-1827

Predicting animal traits using genomic data, i.e. genomic prediction, has greatly improved the breeding industry. However, the prediction accuracy is far from being 100%. Here, we provide early evidence that the accuracy of genomic prediction can be improved by using biological information obtained from the basic research of the function and evolution of the animal genome.

AN21128Improving the accuracy of predictions for cow survival by multivariate evaluation model

M. Khansefid 0000-0002-5091-7293, M. Haile-Mariam 0000-0001-5476-7475 and J. E. Pryce 0000-0002-1397-1282
pp. 1828-1836

Lactating cow survival or productive life is an important trait because it affects profitability and environmental footprint of dairy farming. As productive life can be measured only after culling of cows, it can be improved through selecting bulls whose daughters stay in the herds longer. For bulls that have a limited number of daughters, exploiting the traits associated with reasons for culling of cows in the evaluation model could increase the accuracy of genetic predictions for survival.

AN21107Redefining residual feed intake to account for marbling fat in beef breeding programs

C. J. Duff 0000-0002-3072-1736, J. H. J. van der Werf, P. F. Parnell and S. A. Clark
pp. 1837-1844

Improving meat quality and feed efficiency, which is related to input costs and environmental concerns, are important breeding objectives for many beef breeding herds. Different definitions of feed efficiency were estimated and compared with meat quality traits on over 4000 Angus animals. The study confirmed the challenges with selecting for both feed efficiency and meat quality traits as they are generally antagonist at the genetic level, and investigation in alternative approaches for beef cattle selection is warranted.

AN21099Dentition can predict maturity in young Merino sheep

Amy M. Bell 0000-0002-9993-9696, Sonja Dominik 0000-0002-1942-8539, Duncan Elks, Graham Acton and Jen Smith
pp. 1845-1855

Relationships between dentition and maturity, production and reproduction in young Merino sheep are not well described at this point in time. Merino progeny that were heavier, with higher fat and muscle measurements, matured earlier. Female progeny were more likely to be pregnant if they were classed as hoggets earlier in life. Dentition was a useful indicator of maturity and Merino sires showed significant variation in progeny dentition.


In New World honeybee populations where import of additional genetic material to refresh the population is restricted or even impossible (currently the case in New Zealand and Australia), management of genetic diversity within the entire population is crucial for population sustainability. While the role of individual beekeepers in maintaining genetic resources becomes crucial under these circumstances, a more holistic approach to the management of genetic diversity is needed to allow for maximum impact of their contribution.

AN21097Genetic parameter estimates for male and female fertility traits using genomic data to improve fertility in Australian beef cattle

Babatunde S. Olasege 0000-0002-4941-9991, Muhammad S. Tahir, Gabriela C. Gouveia, Jagish Kour, Laercio R. Porto-Neto, Ben J. Hayes and Marina R. S. Fortes 0000-0002-7254-1960
pp. 1863-1872

The present research used DNA data to estimate how heritable fertility traits are. We also investigated the correlations between male and female fertility. The results established that some fertility traits are heritable and can therefore be passed from one generation to the next. The implication is that selective breeding in one sex may improve fertility in the other sex as well. These correlated traits are an opportunity to improve cattle production


Direct selection to genetically improve sheep reproduction requires onerous recording at lambing and only a minority of Merino breeders do so. The study investigated the potential for key production and quality traits to act as indicators of lifetime reproductive rate. The results suggest that bodyweight, eye muscle and fat depth and skin wrinkle, but not fleece weight, have potential as indirect indicators of reproductive rate, whereas strong selection for fibre diameter is potentially detrimental

AN21051Development of Angus SteerSELECT: a genomic-based tool to identify performance differences of Australian Angus steers during feedlot finishing: Phase 1 validation

Brad C. Hine 0000-0001-5037-4703, Christian J. Duff 0000-0002-3072-1736, Andrew Byrne, Peter Parnell, Laercio Porto-Neto, Yutao Li, Aaron B. Ingham and Antonio Reverter 0000-0002-4681-9404
pp. 1884-1892

Genomic-based technologies are allowing commercial beef producers to predict the genetic merit of individual animals of unknown pedigree with increased ease and accuracy. We report here that the genomic product, Angus SteerSELECT, can predict differences in carcass weight, marbling score, ossification score and carcass value in both short-fed (100 days) and long-fed (270 days) Australian Angus steers. Genomic selection tools that can predict differences in performance of feedlot cattle have the potential to significantly increase profitability for the beef supply chain.


This study determined how heritable and repeatable the incidence of breech strike and its indicator traits, neck wrinkle, dag score and breech cover, are in mature Merino ewes. Breech strike is genetically strongly correlated with the indicator traits; however, the traits are not genetically the same trait at different ages. Thus only part of the genetic gains made by selecting ewes no these traits early in life will be carried over to older age groups.

AN21100The use of Hereford sires over mature Angus dams can add value to Angus cattle herds

J. M. Pitchford 0000-0003-2041-5759, J. Jones, M. L. Hebart 0000-0002-0700-7585 and W. S. Pitchford 0000-0002-5213-3978
pp. 1905-1912

Given the large number of Angus cows in southern Australia, there is significant scope and potential benefits to quantifying the production differences between Hereford × Angus vs purebred Angus for a range of on-farm and carcass-quality traits. This study aims to quantify the effect of joining Hereford sires to Angus dams under commercial farming conditions in Australia.

AN21054ImmuneDEX: updated genomic estimates of genetic parameters and breeding values for Australian Angus cattle

Antonio Reverter 0000-0002-4681-9404, Brad C. Hine 0000-0001-5037-4703, Laercio Porto-Neto, Pamela A. Alexandre, Yutao Li, Christian J. Duff 0000-0002-3072-1736, Sonja Dominik 0000-0002-1942-8539 and Aaron B. Ingham
pp. 1919-1924

Immune competence phenotypes are moderately heritable and accurate genomic estimated breeding values can be generated for immune competence to allow for selection of cattle with an improved ability to mount an immune response. Our analyses suggest that ImmuneDEX will provide a tool to underpin long-term genetic strategies aimed at improving the immune competence of animals in production systems which in turn is expected to reduce the incidence of disease and our reliance on antibiotics to treat disease.

AN21124Exploring genomic approaches to fast-track genetic gains in breechstrike resistance in Merino sheep

S. Dominik 0000-0002-1942-8539, A. Reverter 0000-0002-4681-9404, L. R. Porto-Neto, J. C. Greeff 0000-0003-4457-8448 and J. L. Smith
pp. 1932-1939

A genome-wide association study for breech flystrike resistance and its indicator traits using 1535 high-density genotypes did not find major genes of significant effect segregating in the Merino Breeding for Breech Flystrike Resistance Resource flocks in New South Wales and Western Australia. This supports evidence that the trait is controlled by a large number of genes of small effects, so that genomic-selection approaches will add to existing quantitative tools to enhance genetic progress in this hard-to-measure trait.

AN21058Impact of a multiple-test strategy on breeding index development for the Australian dairy industry

Michelle Axford 0000-0001-5954-2080, Bruno Santos, Katarzyna Stachowicz, Cheryl Quinton, Jennie E. Pryce 0000-0002-1397-1282 and Peter Amer
pp. 1940-1950

Two breeding indexes were updated and one index was removed from publication following a study that calculated new economic values for dairy traits for the Australian dairy industry. In contrast to previous index reviews, index options were tested using three breed populations. Developing a better understanding of the differences among breeds had a positive impact on engagement with the study and resulted in a modification of the balanced performance index for the Jersey breed.


Breeding sheep for improved production traits can be achieved more rapidly if we know their parentage. Parentage of lambs is expensive and laborious to measure, so we used proximity sensors to count the interactions between ewes and lambs to determine their parentage. The sensors provided a rapid result that was 97% accurate compared with DNA.


Genotype imputation is a statistical method to obtain a large quantity of DNA-based information at a low cost. Our proposed method improves the accuracy of imputed genotypes, which is of crucial importance for their utility. The presented method is straightforward and can be implemented at no extra cost to aid in genetic improvement of beef cattle.


Mortality of new-born lambs is well known to have important implications for both animal production and welfare, but the genetic improvement of survival traits is considered challenging. The derived heritability of survival traits was low, but favourable genetic trends were observed in the H-line following long-term selection for reproductive performance. From these results, it is recommended that survival traits be actively recorded and included into selection indices.

AN21076The Modular Breeding Program Simulator (MoBPS) allows efficient simulation of complex breeding programs

Torsten Pook 0000-0001-7874-8500, Christian Reimer, Alexander Freudenberg, Lisa Büttgen 0000-0001-8090-9908, Johannes Geibel 0000-0001-7172-3263, Amudha Ganesan, Ngoc-Thuy Ha, Martin Schlather, Lars Friis Mikkelsen and Henner Simianer
pp. 1982-1989

The design and use of breeding programs is of great importance to improve productivity, fitness and adaptation while controlling negative effects such as inbreeding or health and welfare problems. In this paper, we present a case study of stochastic simulation via the Modular Breeding Program Simulator (MoBPS) by using the Göttingen Minipigs breeding program as an example. Overall, stochastic simulations are a powerful tool for scientists and breeders to answer relevant research questions and optimise the practical design of modern breeding programs.

AN21257Single-step genomic evaluation of lambing ease in Australian terminal sire breed sheep

L. Li 0000-0002-3601-9729, P. M. Gurman 0000-0002-4375-115X, A. A. Swan 0000-0002-9648-3697 and D. J. Brown 0000-0002-4786-7563
pp. 1990-1999

Sheep Genetics estimates Australian sheep breeding values (ASBVs) for the categorical trait of lambing ease, which, as a result of the present study, will be enhanced to include genomic information. A new analysis pipeline, model and evaluation software were developed to accommodate routine estimation of breeding values. Cross-validation of breeding values was performed against progeny performance by using forward prediction and demonstrated for all traits that the phenotype accuracies and estimated breeding value correlations were higher from the new analysis than from the current routine evaluation.

Committee on Publication Ethics

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