{"id":"https://openalex.org/W7214716404","doi":"https://doi.org/10.1093/jas/skag272.325","title":"PS1-3. Comparison of Genomic Predictions from Single- and Multi-trait GBLUP Including Additive and Dominance Effects for of Body Weights in Brangus Population.","display_name":"PS1-3. Comparison of Genomic Predictions from Single- and Multi-trait GBLUP Including Additive and Dominance Effects for of Body Weights in Brangus Population.","publication_year":2026,"publication_date":"2026-09-29","ids":{"openalex":"https://openalex.org/W7214716404","doi":"https://doi.org/10.1093/jas/skag272.325","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13620749"},"language":"en","primary_location":{"id":"doi:10.1093/jas/skag272.325","doi":"https://doi.org/10.1093/jas/skag272.325","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jas/skag272.325","pdf_url":null,"source":{"id":"https://openalex.org/S72684844","display_name":"Journal of Animal Science","issn_l":"0021-8812","issn":["0021-8812","1525-3015","1525-3163","1544-7847"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-2","medline","norway-2","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Animal Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13620749/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053420556","display_name":"Kadir K\u0131z\u0131lkaya","orcid":"https://orcid.org/0000-0003-2708-6636","observed_orcids":["https://orcid.org/0000-0003-2708-6636"]},"institutions":[{"id":"https://openalex.org/I76806599","display_name":"Adnan Menderes University","ror":"https://ror.org/03n7yzv56","country_code":"TR","type":"education","lineage":["https://openalex.org/I76806599"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kadir Kizilkaya","raw_affiliation_strings":["Adnan Menderes University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adnan Menderes University","institution_ids":["https://openalex.org/I76806599"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5153482063","display_name":"Ay\u015fe Nur Karako\u00e7","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76806599","display_name":"Adnan Menderes University","ror":"https://ror.org/03n7yzv56","country_code":"TR","type":"education","lineage":["https://openalex.org/I76806599"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ay\u015fe Nur Karako\u00e7","raw_affiliation_strings":["Department of Animal Science, Faculty of Agriculture, Ayd\u0131n Adnan Menderes University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Animal Science, Faculty of Agriculture, Ayd\u0131n Adnan Menderes University","institution_ids":["https://openalex.org/I76806599"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136405567","display_name":"Mahlako L Makgahlela","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I26999989","display_name":"University of the Free State","ror":"https://ror.org/009xwd568","country_code":"ZA","type":"education","lineage":["https://openalex.org/I26999989"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Mahlako L Makgahlela","raw_affiliation_strings":["University of the Free State"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Free State","institution_ids":["https://openalex.org/I26999989"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124547115","display_name":"Sunday O. Peters","orcid":"https://orcid.org/0000-0002-0216-926X","observed_orcids":["https://orcid.org/0000-0002-0216-926X"]},"institutions":[{"id":"https://openalex.org/I103605065","display_name":"Berry College","ror":"https://ror.org/04btayy36","country_code":"US","type":"education","lineage":["https://openalex.org/I103605065"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunday O Peters","raw_affiliation_strings":["Berry College"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berry College","institution_ids":["https://openalex.org/I103605065"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4368,"currency":"USD","value_usd":4368},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"104","issue":"Supplement_5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/genomic-prediction","display_name":"genomic prediction","score":0.6330000162124634},{"id":"https://openalex.org/keywords/dominance-effects","display_name":"dominance effects","score":0.7630000114440918},{"id":"https://openalex.org/keywords/additive-genetic-effects","display_name":"additive genetic effects","score":0.9380000233650208},{"id":"https://openalex.org/keywords/brangus-cattle","display_name":"Brangus cattle","score":0.8130000233650208},{"id":"https://openalex.org/keywords/body-weight","display_name":"body weight","score":0.7329999804496765},{"id":"https://openalex.org/keywords/birth-weight","display_name":"birth weight","score":0.9850000143051147},{"id":"https://openalex.org/keywords/weaning-weight","display_name":"weaning weight","score":1.0},{"id":"https://openalex.org/keywords/yearling-weight","display_name":"yearling weight","score":1.0},{"id":"https://openalex.org/keywords/heritability","display_name":"heritability","score":0.9179999828338623},{"id":"https://openalex.org/keywords/genetic-correlation","display_name":"genetic correlation","score":0.9369999766349792},{"id":"https://openalex.org/keywords/snp-markers","display_name":"SNP markers","score":0.8180000185966492},{"id":"https://openalex.org/keywords/cross-validation","display_name":"cross-validation","score":0.5849999785423279},{"id":"https://openalex.org/keywords/genetic-evaluation","display_name":"genetic evaluation","score":0.5690000057220459},{"id":"https://openalex.org/keywords/heifers","display_name":"heifers","score":0.5540000200271606},{"id":"https://openalex.org/keywords/crossbreeding","display_name":"crossbreeding","score":0.31200000643730164},{"id":"https://openalex.org/keywords/dairy-cows","display_name":"dairy cattle","score":0.4410000145435333},{"id":"https://openalex.org/keywords/crossbred-cattle","display_name":"crossbred cattle","score":0.33399999141693115}],"concepts":[{"id":"https://openalex.org/C161890455","wikidata":"https://www.wikidata.org/wiki/Q1503548","display_name":"Heritability","level":2,"score":0.7835000157356262},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.6524999737739563},{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.5256999731063843},{"id":"https://openalex.org/C104201883","wikidata":"https://www.wikidata.org/wiki/Q4681342","display_name":"Additive genetic effects","level":3,"score":0.4887999892234802},{"id":"https://openalex.org/C203223496","wikidata":"https://www.wikidata.org/wiki/Q4681344","display_name":"Additive model","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C61420037","wikidata":"https://www.wikidata.org/wiki/Q7316301","display_name":"Restricted maximum likelihood","level":3,"score":0.44609999656677246},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.44519999623298645},{"id":"https://openalex.org/C180838311","wikidata":"https://www.wikidata.org/wiki/Q3720208","display_name":"Maternal effect","level":4,"score":0.4413999915122986},{"id":"https://openalex.org/C70616004","wikidata":"https://www.wikidata.org/wiki/Q5532885","display_name":"Genetic correlation","level":4,"score":0.43309998512268066},{"id":"https://openalex.org/C2992519594","wikidata":"https://www.wikidata.org/wiki/Q870433","display_name":"Genetic model","level":3,"score":0.4268999993801117},{"id":"https://openalex.org/C68873052","wikidata":"https://www.wikidata.org/wiki/Q349856","display_name":"Genetic variation","level":3,"score":0.4253000020980835},{"id":"https://openalex.org/C84597430","wikidata":"https://www.wikidata.org/wiki/Q106227","display_name":"Locus (genetics)","level":3,"score":0.3659999966621399},{"id":"https://openalex.org/C103545067","wikidata":"https://www.wikidata.org/wiki/Q796265","display_name":"Best linear unbiased prediction","level":3,"score":0.3361999988555908},{"id":"https://openalex.org/C147583825","wikidata":"https://www.wikidata.org/wiki/Q620876","display_name":"Body weight","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C139275648","wikidata":"https://www.wikidata.org/wiki/Q17134011","display_name":"SNP","level":5,"score":0.3188000023365021},{"id":"https://openalex.org/C16012445","wikidata":"https://www.wikidata.org/wiki/Q1501135","display_name":"Mixed model","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C61727976","wikidata":"https://www.wikidata.org/wiki/Q751748","display_name":"Epistasis","level":3,"score":0.30889999866485596},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.3086000084877014},{"id":"https://openalex.org/C180754005","wikidata":"https://www.wikidata.org/wiki/Q80726","display_name":"Allele","level":3,"score":0.30399999022483826},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.3019999861717224},{"id":"https://openalex.org/C140793950","wikidata":"https://www.wikidata.org/wiki/Q168091","display_name":"Animal science","level":1,"score":0.2996000051498413},{"id":"https://openalex.org/C2778890363","wikidata":"https://www.wikidata.org/wiki/Q550479","display_name":"Genetic gain","level":4,"score":0.28519999980926514},{"id":"https://openalex.org/C2988709989","wikidata":"https://www.wikidata.org/wiki/Q85784623","display_name":"Mean square","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C9287583","wikidata":"https://www.wikidata.org/wiki/Q5532883","display_name":"Genetic architecture","level":4,"score":0.28279998898506165},{"id":"https://openalex.org/C2778117688","wikidata":"https://www.wikidata.org/wiki/Q264024","display_name":"Animal model","level":2,"score":0.2533999979496002}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/jas/skag272.325","doi":"https://doi.org/10.1093/jas/skag272.325","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jas/skag272.325","pdf_url":null,"source":{"id":"https://openalex.org/S72684844","display_name":"Journal of Animal Science","issn_l":"0021-8812","issn":["0021-8812","1525-3015","1525-3163","1544-7847"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-2","medline","norway-2","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Animal Science","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13620749","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13620749/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J Anim Sci","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:13620749","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13620749/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J Anim Sci","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.9208999872207642}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7214787664","https://openalex.org/W4322486480","https://openalex.org/W2020276085","https://openalex.org/W2553458469","https://openalex.org/W2530050996","https://openalex.org/W7098241077","https://openalex.org/W2342181320","https://openalex.org/W4210339175","https://openalex.org/W4408687410","https://openalex.org/W3187385407"],"abstract_inverted_index":{"Abstract":[0],"The":[1,169,349],"use":[2],"of":[3,64,75,116,138,304,310,352],"multi-trait":[4,36,78,150,215,229,271,287,363],"approaches":[5],"to":[6,42,70,153,181,202,308],"genetic":[7,37,44,49,58,65,160,186,327,341],"evaluation":[8,38],"has":[9],"been":[10],"advocated":[11],"not":[12],"only":[13,47],"because":[14,23],"it":[15],"is":[16],"more":[17],"accurate":[18],"and":[19,77,83,97,149,156,159,166,185,191,208,220,224,234,236,239,249,251,254,259,264,270,280,286,306,316,319,331,346,360,362,370,382],"precise,":[20],"but":[21],"also":[22],"even":[24],"moderately":[25],"inheritable":[26],"traits":[27],"can":[28],"benefit":[29],"from":[30,32,101,212,228,268],"information":[31],"correlated":[33],"traits.":[34,168,193,282,348],"Traditional":[35],"models":[39,80,152,217,273],"(GBLUP)":[40],"used":[41,145,180],"estimate":[43],"parameters":[45],"include":[46],"additive":[48,82,155,219,290],"effects;":[50],"however,":[51,326],"many":[52],"studies":[53],"have":[54],"shown":[55],"that":[56,105,303,309],"dominance":[57,84,157,221,225,265,296,356,366],"effects":[59,85],"are":[60],"an":[61],"essential":[62],"component":[63],"evaluation.":[66],"This":[67],"study":[68],"aimed":[69],"compare":[71],"the":[72,87,136,147,204,242,284,339],"predictive":[73],"ability":[74],"single-":[76,148,213,269,285],"GBLUP":[79,151,216,230,244,272,288,354,364],"including":[81,218],"for":[86,256,277,299,379],"following":[88],"body":[89],"weights:":[90],"birth":[91],"weight":[92,95,99],"(BirthWt),":[93],"weaning":[94],"(WeanWt)":[96],"yearling":[98],"(YearWt)":[100],"740":[102],"Brangus":[103,110,194],"heifers":[104,195],"were":[106,144,196,231,246,274,293,324,376],"registered":[107],"with":[108,120,173,355,365],"International":[109],"Breeders":[111],"Association.":[112],"After":[113],"quality":[114],"control":[115],"SNP":[117,126],"markers":[118,127],"generated":[119],"Illumina":[121],"vl":[122],"50K":[123],"BeadChips,":[124],"35351":[125],"coded":[128],"as":[129],"0,":[130],"1,":[131],"or":[132,214],"2,":[133],"based":[134],"on":[135],"number":[137],"B":[139],"alleles":[140],"at":[141],"each":[142],"locus":[143],"in":[146,176,372],"obtain":[154,182],"heritabilities":[158],"correlation":[161,328],"estimates":[162,184,227,245,267,292,298],"between":[163,188,206,314,320,329,343],"BirthWt,":[164,189,257,278,300,321,344,380],"WeanWt":[165,190,258,279,305,317,330,345,381],"YearWt":[167,192,260,281,322,332,347,383],"package":[170],"BGLR":[171],"(definition?)":[172],"Multitrait":[174],"function":[175],"R":[177],"language":[178],"was":[179,334],"heritability":[183,226,266,291,297],"correlations":[187,205,313,337],"randomly":[197],"clustered":[198],"into":[199],"10-fold":[200],"cross-validation":[201,373],"quantify":[203],"actual":[207],"predicted":[209],"phenotypic":[210],"values":[211],"effects.":[222],"Additive":[223,263],"0.20,":[232],"0.14":[233,248],"0.21;":[235],"0.15,":[237],"0.18":[238],"0.19,":[240],"whereas":[241],"single-trait":[243,353],"0.21,":[247],"0.22;":[250],"0.14,":[252],"0.17":[253],"0.20":[255],"traits,":[261,384],"respectively.":[262,385],"quite":[275,377],"similar":[276,307,378],"In":[283],"analysis,":[289],"higher":[294],"than":[295,302],"lower":[301],"YearWt.":[311],"Genetic":[312,336],"BirthWt":[315],"(0.34),":[318],"(0.21)":[323],"low;":[325],"(0.67)":[333],"moderate.":[335],"indicated":[338],"positive":[340],"association":[342],"prediction":[350],"abilities":[351],"effect":[357,367],"(0.201,":[358],"0.112":[359,369],"0.256)":[361,371],"(0.191,":[368],"data":[374],"sets":[375]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-09-30T00:00:00"}
