Evidence map›Paper›PMID 40597625›Full record

ArticleBMC genomics2025

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

Junxin Gao, Rayner Gonzalez-Prendes, Ying Liu, Juha Kantanen, Catarina Ginja, Nasser Ghanem, Donald Rugira Kugonza, Mahlako Makgahlela, Henk Bovenhuis, Martien A M Groenen and 1 more

Abstract read
In one paragraph

Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Harnessing adaptive alleles in native animals for sustainable intensification of livestock.Animal frontiers : the review magazine of animal agriculture · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Junxin GaoAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, The Netherlands. junxin.gao@wur.nl.
Rayner Gonzalez-PrendesAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, The Netherlands.
Ying LiuAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, The Netherlands.
Juha KantanenNatural Resources Institute Finland, Jokioinen, Finland.
Catarina GinjaFaculty of Veterinary Medicine, CIISA, University of Lisbon, Lisbon, Portugal.
Nasser GhanemAnimal Production Department, Faculty of Agriculture, Cairo University, Giza, Egypt.
Donald Rugira KugonzaDepartment of Agricultural Production, College of Agricultural and Environmental Sciences, Makerere University, Kampala, Uganda.
Mahlako MakgahlelaAgricultural Research Council-Animal Production Institute, Irene, South Africa.
Henk BovenhuisAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, The Netherlands.
Martien A M GroenenAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, The Netherlands.
Richard P M A CrooijmansAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, The Netherlands. richard.crooijmans@wur.nl.

Funding

China Scholarship Council 202208610017European Union's Horizon 2020 Research and Innovation Program 727715Fundação Nacional para a Ciência e a Tecnologia 2020.02754.CEECIND/CP1601/CP1649/CT0008Long-term EU-Africa Research and Innovation Partnership on Food and Nutrition Security and Sustainable Agriculture LEAP-Agri-326Ministry of Science, Technology and Innovations MoSTI/LEAP-11National Research Foundation 115577Research Council of Finland 319987Science, Technology & Innovation Funding Authority LEAP-Agri 326the Netherlands Organization for Scientistic Research 2018/WOTRO/00488849
6 · The paper itself

Abstract

backgroundThe 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.

resultsThis 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).

conclusionThis 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.

Indexed as

EcosystemGenomeGenomicsSelection, GeneticAfricaAnimalsCattleEuropeHaplotypesPolymorphism, Single NucleotideAdaptationDairy farmingHolstein FriesianSelective sweepsWhole-genome resequencing

Identifiers

PMID40597625
PMCPMC12211335

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.