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Evidence of early genomic selection in Holstein Friesian across African and European ecosystems

dc.contributor.authorGao, Junxin
dc.contributor.authorGonzalez-Prendes, Rayner
dc.contributor.authorLiu, Ying
dc.contributor.authorKantanen, Juha
dc.contributor.authorGinja, Catarina
dc.contributor.authorGhanem, Nasser
dc.contributor.authorKugonza, Donald Rugira
dc.contributor.authorMakgahlela, Mahlako
dc.contributor.authorBovenhuis, Henk
dc.contributor.authorGroenen, Martien A.M.
dc.contributor.authorCrooijmans, Richard P.M.A.
dc.contributor.departmentid4100211610
dc.contributor.orcidhttps://orcid.org/0000-0001-6350-6373
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2025-07-07T06:42:51Z
dc.date.issued2025
dc.description.abstractThe Holstein Friesian (HF) cattle breed is the most dominant breed in commercial dairy farming worldwide and managed in more than 150 countries. These countries span diverse agro-climatic zones, ranging from tropical to cold regions. The introduction of HF animals in these regions occurred at different moments in the past which are poorly recorded and continued through importation of live animal and frozen semen. We hypothesize that the HF cattle populations in these regions underwent early forms of adaptation to these specific local environments. However, the detection of genetic variation associated with this adaptation remains poorly documented. This study investigates genetic relationship and potential early selection signatures in HF populations from three African countries (Egypt, South Africa, Uganda) and three European countries (Finland, Portugal, The Netherlands), considering five animals per country. Approximately 16.0 million single nucleotide polymorphisms (SNPs) were detected in the 30 HF animals and used for further analyses. Across all countries, we identified dispersed regions totaling 3.3 megabase of ecosystem-specific genomic regions (43 genes), indicative of early selection signatures based on fixation indices (F-statistic, Fst). Furthermore, comparing variants between tropical (Egypt and Uganda) and cold regions (Finland and The Netherlands) by Fst, nucleotide diversity (θπ ratio), and extended haplotype homozygosity (XP-EHH), we identified a total of 10 candidate regions, comprising 12 genes within a 0.57 megabase size. The regions were enriched with genes involved in signaling pathways associated directly or indirectly with adaptation, including the immune system (PGLYRP4,PGLYRP3, PAG1, CD48, SLAMF1, DYSF,and LOC615223), organ development and reproduction (LDB3, ADAMTSL4, TPRN, CCDC40, OR2AG1G, and OR8B3), thermogenic activation (TBC1D16), phospholipid metabolism (PLPPR4 and PITPNB), thermos-tolerance (ZNF423), and stimulus response (NCOA7, CYP2C85, and ARFGEF3). This study provides new insights into early forms of genetic plasticity of animals adapted to very diverse ecosystems. Our findings highlight candidate genes related to immune response, organ development, reproduction, metabolism, and thermo-tolerance, hypothesizing their role in facilitating adaptation to different environments.
dc.format.pagerange15 p.
dc.identifier.citationHow to cite: Gao, J., Gonzalez-Prendes, R., Liu, Y. et al. Evidence of early genomic selection in Holstein Friesian across African and European ecosystems. BMC Genomics 26, 615 (2025). https://doi.org/10.1186/s12864-025-11828-y
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/99749
dc.identifier.urlhttps://doi.org/10.1186/s12864-025-11828-y
dc.identifier.urnURN:NBN:fi-fe2025070477873
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationei
dc.okm.discipline414
dc.okm.discipline412
dc.okm.internationalcopublicationon
dc.okm.julkaisukanavaoa1 = Kokonaan avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherBioMed Central
dc.relation.articlenumber615
dc.relation.doi10.1186/s12864-025-11828-y
dc.relation.ispartofseriesBmc genomics
dc.relation.issn1471-2164
dc.relation.numberinseries1
dc.relation.volume26
dc.rightsCC BY 4.0
dc.source.justusid123364
dc.subjectgenome
dc.subjectcattle
dc.subjectHolstein
dc.subjectgenetic resources
dc.subjectselective sweep
dc.subjectsequencing
dc.teh41007-00145900
dc.teh41001-00003100
dc.titleEvidence of early genomic selection in Holstein Friesian across African and European ecosystems
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

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