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Linear trait records were collected between 1995 and 2020. The Interbull information from Multiple Across Country Evaluation (MACE) was included for bulls that mostly had daughter records in a foreign country. When using the Bonferroni correction, the number of SNPs that were either significant or approached the significance threshold was low\u2014dairy capacity composite on BTA4, feet and legs composite BTA21, total score BTA10, stature BTA24, body depth BTA6, angularity BTA20, fore udder attachment BTA10. Without the Bonferroni correction, the total number of significant or near of significance SNPs was 32. The SNPs were localized on BTA1,2,4,5,6,7,8,18,22,25,26,28 for dairy capacity composite, BTA15,21 for feet and legs composite, BTA10 for total score, BTA24 stature, BTA6,23 body depth, BTA20 angularity, BTA2 rump angle, BTA9,10 rear legs rear view, BTA2,19 rear legs side view, BTA10 fore udder attachment, BTA2 udder depth, BTA10 rear udder height, BTA12 central alignment, BTA24 rear teat placement, BTA8,29 rear udder width. The results provide biological information for the improvement of body conformation and fitness in the Holstein population.<\/jats:p>","DOI":"10.3390\/ani12243522","type":"journal-article","created":{"date-parts":[[2022,12,14]],"date-time":"2022-12-14T02:54:21Z","timestamp":1670986461000},"page":"3522","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Genome-Wide Association Study for Body Conformation Traits and Fitness in Czech Holsteins"],"prefix":"10.3390","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4305-9160","authenticated-orcid":false,"given":"Jind\u0159ich","family":"\u010c\u00edtek","sequence":"first","affiliation":[{"name":"Department of Genetics and Agricultural Biotechnology, Faculty of Agriculture, University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice, Studentsk\u00e1 1668, 370 05 \u010cesk\u00e9 Bud\u011bjovice, Czech Republic"},{"name":"Veterinary Research Institute, Hudcova 296, 621 00 Brno, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7510-3480","authenticated-orcid":false,"given":"Michaela","family":"Brz\u00e1kov\u00e1","sequence":"additional","affiliation":[{"name":"Institute of Animal Science, P\u0159\u00e1telstv\u00ed 815, 104 00 Praha, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ji\u0159\u00ed","family":"Bauer","sequence":"additional","affiliation":[{"name":"Czech Moravian Breeders\u2019 Corporation, Bene\u0161ovsk\u00e1 123, 252 09 Hradi\u0161tko, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ladislav","family":"Tich\u00fd","sequence":"additional","affiliation":[{"name":"Institute of Animal Science, P\u0159\u00e1telstv\u00ed 815, 104 00 Praha, Czech Republic"},{"name":"Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, 165 00 Praha, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zuzana","family":"Sztank\u00f3ov\u00e1","sequence":"additional","affiliation":[{"name":"Institute of Animal Science, P\u0159\u00e1telstv\u00ed 815, 104 00 Praha, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9778-980X","authenticated-orcid":false,"given":"Lubo\u0161","family":"Vostr\u00fd","sequence":"additional","affiliation":[{"name":"Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, 165 00 Praha, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yvette","family":"Steyn","sequence":"additional","affiliation":[{"name":"Department of Animal and Dairy Science, University of Georgia, 425 River Road, Athens, GA 30602, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2022,12,13]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1111\/j.1749-6632.2012.06733.x","article-title":"Genomics of complex traits","volume":"1271","author":"Womack","year":"2012","journal-title":"Ann. 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