{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,20]],"date-time":"2026-10-20T11:29:57Z","timestamp":1792495797876,"version":"4.5.0"},"reference-count":30,"publisher":"Oxford University Press (OUP)","issue":"5","license":[{"start":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T00:00:00Z","timestamp":1781827200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,10,1]]},"DOI":"10.1093\/af\/vfag031","type":"journal-article","created":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T11:39:46Z","timestamp":1781782786000},"page":"82-90","source":"Crossref","is-referenced-by-count":1,"title":["Harnessing genetic potential to advance sustainability in beef systems"],"prefix":"10.1093","volume":"16","author":[{"given":"Matthew A","family":"Cleveland","sequence":"first","affiliation":[{"name":"ABS Global , De Forest, WI"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Julie","family":"Ojango","sequence":"additional","affiliation":[{"name":"International Livestock Research Institute Animal Genetic Resource Utilization and Management, , Nairobi,","place":["Kenya"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Raphael","family":"Mrode","sequence":"additional","affiliation":[{"name":"International Livestock Research Institute Animal Genetic Resource Utilization and Management, , Nairobi,","place":["Kenya"]},{"name":"Scotland\u2019s Rural College Animal and Veterinary Sciences, , Edinburgh,","place":["UK"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mike","family":"Coffey","sequence":"additional","affiliation":[{"name":"Scotland\u2019s Rural College Animal and Veterinary Sciences, , Edinburgh,","place":["UK"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5347-7695","authenticated-orcid":false,"given":"Troy","family":"Rowan","sequence":"additional","affiliation":[{"name":"University of Tennessee Department of Animal Science, , Knoxville, TN,","place":["USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2026,6,19]]},"reference":[{"key":"2026101918215398700_vfag031-B1","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1186\/s12711-025-00987-x","article-title":"Improving genomic prediction accuracy for methane emission and feed efficiency in sheep: integrating rumen microbial PCA with host genomic variation using neural network GBLUP (NN-GBLUP)","volume":"57","author":"Alemu","year":"2025","journal-title":"Genet. Sel. Evol"},{"key":"2026101918215398700_vfag031-B2","doi-asserted-by":"publisher","first-page":"txac025","DOI":"10.1093\/tas\/txac025","article-title":"Board invited review: crossbreeding beef \u00d7 dairy cattle for the modern beef production system","volume":"6","author":"Basiel","year":"2022","journal-title":"Transl. Anim. Sci"},{"key":"2026101918215398700_vfag031-B3","first-page":"103","article-title":"Optimal beef cow weights in the US Southern plains","volume":"43","author":"Bir","year":"2018","journal-title":"J. Agric. Resour. Econ"},{"key":"2026101918215398700_vfag031-B4","first-page":"132","volume-title":"Book of abstracts of the 76th annual meeting of the European Federation of Animal Science","author":"de Hass","year":"2025"},{"key":"2026101918215398700_vfag031-B5","doi-asserted-by":"publisher","first-page":"txae014","DOI":"10.1093\/tas\/txae014","article-title":"Use of methane production data for genetic prediction in beef cattle: a review","volume":"8","author":"Dressler","year":"2024","journal-title":"Transl. Anim. Sci"},{"key":"2026101918215398700_vfag031-B6","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1186\/s12711-020-00584-0","article-title":"Development of a genetic evaluation for hair shedding in American Angus cattle to improve thermotolerance","volume":"52","author":"Durbin","year":"2020","journal-title":"Genet. Sel. Evol"},{"key":"2026101918215398700_vfag031-B7","doi-asserted-by":"publisher","first-page":"3348","DOI":"10.2527\/jas.2006-566","article-title":"Genetic change results from selection on an economic breeding objective in beef cattle","volume":"86","author":"Enns","year":"2008","journal-title":"J. Anim. Sci"},{"key":"2026101918215398700_vfag031-B8","author":"FAO","year":"2021"},{"key":"2026101918215398700_vfag031-B9","doi-asserted-by":"publisher","first-page":"423","DOI":"10.2307\/2529430","article-title":"Best linear unbiased estimation and prediction under a selection model","volume":"31","author":"Henderson","year":"1975","journal-title":"Biometrics"},{"key":"2026101918215398700_vfag031-B10","doi-asserted-by":"publisher","first-page":"910413","DOI":"10.3389\/fgene.2022.910413","article-title":"Impact of breeding for reduced methane emissions in New Zealand sheep on maternal and health traits","volume":"13","author":"Hickey","year":"2022","journal-title":"Front. Genet"},{"key":"2026101918215398700_vfag031-B11","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-92076-9","volume-title":"African livestock genetic resources and sustainable breeding strategies: unlocking a treasure trove and guide for improved productivity","author":"Ibeagha-Awemu","year":"2026"},{"key":"2026101918215398700_vfag031-B12","doi-asserted-by":"publisher","first-page":"2483","DOI":"10.2527\/1995.7382483x","article-title":"Methane emissions from cattle","volume":"73","author":"Johnson","year":"1995","journal-title":"J. Anim. Sci"},{"key":"2026101918215398700_vfag031-B13","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.anscip.2025.04.072","article-title":"Genetic gains, greener footprints: a novel life cycle assessment to demonstrate the effect of targeted genetic improvement on the environmental impact of beef \u00d7 dairy production","volume":"16","author":"Lai","year":"2025","journal-title":"Animal Sci. Proc"},{"key":"2026101918215398700_vfag031-B14","first-page":"142","article-title":"The environmental impact of targeted genetic improvement in US beef-on-dairy cattle production","volume":"108","author":"Lai","year":"2025","journal-title":"J. Dairy Sci"},{"key":"2026101918215398700_vfag031-B15","doi-asserted-by":"publisher","first-page":"162","DOI":"10.15232\/pas.2015-01455","article-title":"Invited review: advantages of current and future reproductive technologies for beef cattle production","volume":"32","author":"Lamb","year":"2016","journal-title":"Prof. Anim. Sci"},{"key":"2026101918215398700_vfag031-B16","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.livsci.2014.04.029","article-title":"Single step, a general approach for genomic selection","volume":"166","author":"Legarra","year":"2014","journal-title":"Livest. Sci"},{"key":"2026101918215398700_vfag031-B17","doi-asserted-by":"publisher","first-page":"350","DOI":"10.1038\/s42003-022-03293-0","article-title":"Bovine host genome acts on rumen microbiome function linked to methane emissions","volume":"5","author":"Mart\u00ednez-\u00c1lvaro","year":"2022","journal-title":"Commun. Biol"},{"key":"2026101918215398700_vfag031-B18","doi-asserted-by":"publisher","first-page":"1819","DOI":"10.1093\/genetics\/157.4.1819","article-title":"Prediction of total genetic value using genome-wide dense marker maps","volume":"157","author":"Meuwissen","year":"2001","journal-title":"Genetics"},{"key":"2026101918215398700_vfag031-B19","doi-asserted-by":"publisher","first-page":"2279","DOI":"10.2527\/1990.6882279x","article-title":"Energy requirements for maintenance of crossbred beef cattle with different genetic potential for milk","volume":"68","author":"Monta\u00f1o-Bermudez","year":"1990","journal-title":"J. Anim. Sci"},{"key":"2026101918215398700_vfag031-B20","doi-asserted-by":"publisher","DOI":"10.1093\/jas\/skaf212","article-title":"Estimation of genetic parameters for mature cow size in North American and Australian angus cattle","volume":"103","author":"Ojo","year":"2025","journal-title":"J. Anim. Sci"},{"key":"2026101918215398700_vfag031-B21","doi-asserted-by":"publisher","first-page":"2125","DOI":"10.3390\/su13042125","article-title":"Genetic improvement of local cattle breeds in West Africa: a review of breeding programs","volume":"13","author":"Ou\u00e9draogo","year":"2021","journal-title":"Sustainability"},{"key":"2026101918215398700_vfag031-B22","doi-asserted-by":"publisher","first-page":"3599","DOI":"10.1093\/jas\/sky262","article-title":"Evaluation of moderate to high elevation effects on pulmonary arterial pressure measures in angus cattle","volume":"96","author":"Pauling","year":"2018","journal-title":"J. Anim. Sci"},{"key":"2026101918215398700_vfag031-B23","doi-asserted-by":"publisher","first-page":"317","DOI":"10.5367\/000000009790422205","article-title":"Breeding indigenous cattle genetic resources for beef production in Sub-Saharan Africa","volume":"38","author":"Rewe","year":"2009","journal-title":"Outlook Agric"},{"key":"2026101918215398700_vfag031-B24","author":"Rotz","year":"2023"},{"key":"2026101918215398700_vfag031-B25","doi-asserted-by":"publisher","first-page":"660","DOI":"10.15232\/aas.2022-02306","article-title":"Invited review: genetic decision tools for increasing cow efficiency and sustainability in forage-based beef systems","volume":"38","author":"Rowan","year":"2022","journal-title":"Appl. Anim. Sci"},{"key":"2026101918215398700_vfag031-B26","author":"Ryan","year":"2022"},{"key":"2026101918215398700_vfag031-B27","volume-title":"Livestock in a changing landscape: drivers, consequences, and responses","author":"Steinfeld","year":"2010"},{"key":"2026101918215398700_vfag031-B28","doi-asserted-by":"publisher","first-page":"310","DOI":"10.1017\/aae.2024.13","article-title":"Grazing management plan adoption and objective prioritization in U.S. cow-calf and stocker operations","volume":"56","author":"Tang","year":"2024","journal-title":"J. Agric. Appl. Econ"},{"key":"2026101918215398700_vfag031-B29","doi-asserted-by":"publisher","first-page":"1625581","DOI":"10.3389\/fvets.2025.1625581","article-title":"The effects of PRRS on the environmental impact of pig production: a life cycle assessment study","volume":"12","author":"Thoma","year":"2025","journal-title":"Front. Vet. Sci"},{"key":"2026101918215398700_vfag031-B30","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1093\/af\/vfae042","article-title":"Current and future uses of genetic improvement technologies in livestock breeding programs","volume":"15","author":"Van Eenennaam","year":"2025","journal-title":"Anim. Front"}],"container-title":["Animal Frontiers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/af\/advance-article-pdf\/doi\/10.1093\/af\/vfag031\/68575539\/vfag031.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/af\/article-pdf\/16\/5\/82\/68575539\/vfag031.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/af\/article-pdf\/16\/5\/82\/68575539\/vfag031.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,19]],"date-time":"2026-10-19T22:21:58Z","timestamp":1792448518000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/af\/article\/16\/5\/82\/8711818"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,19]]},"references-count":30,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2026,6,19]]},"published-print":{"date-parts":[[2026,10,1]]}},"URL":"https:\/\/doi.org\/10.1093\/af\/vfag031","relation":{},"ISSN":["2160-6056","2160-6064"],"issn-type":[{"value":"2160-6056","type":"print"},{"value":"2160-6064","type":"electronic"}],"subject":[],"published-other":{"date-parts":[[2026,10]]},"published":{"date-parts":[[2026,6,19]]}}}