Evidence map›Paper›PMID 42156402›Full record

ArticleScientific data2026

Whole-genome sequences of 240 indigenous African cattle from Egypt, Uganda, and South Africa.

Njabulo Dlamini, Junxin Gao, Catarina Ginja, Juha Kantanen, Nasser Ghanem, Donald R Kugonza, Mahlako Makgahlela, Ahmed Elnahas, Avhashoni Zwane, Barbara Mugwanya Zawedde and 14 more

Abstract readDataset
In one paragraph

Article in Scientific data, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

24 authors.

Njabulo Dlamini *Agricultural Research Council, Animal Production, Irene, South Africa.
Junxin Gao *Animal Breeding and Genomics, Wageningen University & Research, Wageningen, The Netherlands. junxin.gao@wur.nl.ORCID http://orcid.org/0009-0003-9308-1646
Catarina GinjaCIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal.
Juha KantanenNatural Resources Institute Finland, Jokioinen, Finland.ORCID http://orcid.org/0000-0001-6350-6373
Nasser GhanemAnimal Production Department, Faculty of Agriculture, Cairo University, Giza, Egypt.
Donald R KugonzaCollege of Agricultural and Environmental Sciences, Makerere University, Kampala, Uganda.
Mahlako MakgahlelaAgricultural Research Council, Animal Production, Irene, South Africa.ORCID http://orcid.org/0000-0003-1275-4558
Ahmed ElnahasAnimal Production Department, Faculty of Agriculture, Sohag University, Sohag, Egypt.
Avhashoni ZwaneDepartment of Genetics, University of Pretoria, Hatfield, Pretoria, South Africa.
Barbara Mugwanya ZaweddeNational Agricultural Research Organization, Mukono Zonal Agricultural Research and Development Institute, Mukono, Uganda.
Christine NakkaziNational Agricultural Research Organization, Mukono Zonal Agricultural Research and Development Institute, Mukono, Uganda.
Generous BehaburaCollege of Agricultural and Environmental Sciences, Makerere University, Kampala, Uganda.
Khaniysani NxumaloMpumalanga Department of Agricultural Rural Development, Land Reform and Environmental Affairs, Animal Research Directorate, Nooitgedacht Research Development Centre, Mpumalanga, South Africa.
Maano MalimaAgricultural Research Council, Animal Production, Irene, South Africa.
Mohamed Ali RadwanAnimal Production Department, Faculty of Agriculture, Cairo University, Giza, Egypt.
Mohamed Hamada ElsawyDepartment of Cattle, Animal Production Research Institute, Agriculture Research Center, Dokki, Giza, Egypt.
Morris AgabaCollege of Agricultural and Environmental Sciences, Makerere University, Kampala, Uganda.
Nadia Hamdi FahimAnimal Production Department, Faculty of Agriculture, Cairo University, Giza, Egypt.
Rana Atef KhfagyDepartment of Genetics, Faculty of Agriculture, Cairo University, Giza, Egypt.
Rania AgamyAnimal Production Department, Faculty of Agriculture, Cairo University, Giza, Egypt.
Rodney OkwasiimireNatural Resources Institute Finland, Jokioinen, Finland.
Sarah WaibiCollege of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda.
Simon LashmarAgricultural Research Council, Animal Production, Irene, South Africa.
Richard P M A CrooijmansAnimal Breeding and Genomics, Wageningen University & Research, Wageningen, The Netherlands. richard.crooijmans@wur.nl.ORCID http://orcid.org/0000-0001-8108-9972

Funding

China Scholarship Council (CSC) 202208610017
6 · The paper itself

Abstract

Indigenous cattle are central to livestock production in Africa, valued for their adaptability to harsh tropical environments despite lower productivity than commercial breeds. Genome analyses offer critical insights into the genetic potential for enhancing both resilience and productive traits, supporting the advancement of worldwide cattle farming systems. Here, we generated whole-genome sequence data for 240 indigenous cattle representing breeds from distinct agro-climatic regions in Egypt, Uganda, and South Africa. The dataset comprises over ten terabytes of paired-end reads generated using the Illumina NovaSeq. 6000 platform, with an average genome coverage of approximately 10×. Post-filtering reads were mapped to the ARS-UCD1.2 reference genome with a mean mapping rate of 99.2% (range: 64.5-99.9%). Variant calling identified ~43 million SNPs and 6 million indels (≤50 bp) unevenly distributed across the genome. Functional annotation indicated that many variants were located within or near known genes. This comprehensive genomic resource provides a foundation for future studies of genetic diversity, breed identity, population structure, local adaptation, breed-specific traits, or strategies for global cattle conservation.

Indexed as

GenomeWhole Genome SequencingAnimalsCattleEgyptPolymorphism, Single NucleotideSouth AfricaUganda

Identifiers

PMID42156402
PMCPMC13279788

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.