Evidence map›Paper›PMID 33501931›Full record

ArticleGenome biology and evolution2021

Whole-Genome Sequence Data Suggest Environmental Adaptation of Ethiopian Sheep Populations.

Pamela Wiener, Christelle Robert, Abulgasim Ahbara, Mazdak Salavati, Ayele Abebe, Adebabay Kebede, David Wragg, Juliane Friedrich, Deepali Vasoya, David A Hume and 6 more

Open access · goldAbstract read
In one paragraph

Article in Genome biology and evolution, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
6.1field-weighted citation impact, top 3% of its field
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

24 citing papers in PubMed, 46 citations in OpenAlex.

  1. Mapping genomic adaptation to environmental heterogeneity in Indian native goat populations through landscape genomics.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Article
  2. Article
  3. Exploring the genetic footprints of high altitude adapted humans and livestock.Mammalian genome : official journal of the International Mammalian Genome Society · 2025
    Review
  4. Genomic Insights into the Origin, High Fecundity and Environmental Adaptation of Hu Sheep.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  5. Article
  6. Review
  7. Review
  8. Review
  9. Article
  10. Review
  11. Article
  12. Article
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  14. Article
  15. Recent advances in the genomic resources for sheep.Mammalian genome : official journal of the International Mammalian Genome Society · 2023
    Review
  16. Article
  17. Review
  18. Article
  19. Article
  20. Genetic Differentiation among Livestock Breeds-Values for FAnimals : an open access journal from MDPI · 2022
    Article
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

16 authors at 6 institutions in 4 countries.

Pamela WienerRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
Christelle RobertRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
Abulgasim AhbaraSchool of Life Sciences, University of Nottingham, United Kingdom.
Mazdak SalavatiRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
Ayele AbebeDebre Berhan Research Centre, Debre Berhan, Ethiopia.
Adebabay KebedeAmhara Regional Agricultural Research Institute, Bahir Dar, Ethiopia.
David WraggRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
Juliane FriedrichRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
Deepali VasoyaRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
David A HumeMater Research Institute-University of Queensland, Translational Research Institute, Brisbane, Australia.
Appolinaire DjikengRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
Mick WatsonRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
James G D PrendergastRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
Olivier HanotteCentre for Tropical Livestock Genetics and Health (CTLGH), Midlothian, United Kingdom.
Joram M MwacharoCentre for Tropical Livestock Genetics and Health (CTLGH), Midlothian, United Kingdom.
Emily L ClarkRoslin Institute, University of Edinburgh, Midlothian, United Kingdom.
Roslin Institute · GBUniversity of Nottingham · GBAmhara Agricultural Research Institute · ETDebre Berhan University · ETScotland's Rural College · GBTranslational Research Institute · AU

Funding

Biotechnology and Biological Sciences Research Council BB/J004243/1Biotechnology and Biological Sciences Research Council BBS/E/D/10002070Biotechnology and Biological Sciences Research Council BBS/E/D/30002275Biotechnology and Biological Sciences Research Council BBS/OS/GC/000012EMedical Research Council MR/K001744/1
6 · The paper itself

Abstract

Great progress has been made over recent years in the identification of selection signatures in the genomes of livestock species. This work has primarily been carried out in commercial breeds for which the dominant selection pressures are associated with artificial selection. As agriculture and food security are likely to be strongly affected by climate change, a better understanding of environment-imposed selection on agricultural species is warranted. Ethiopia is an ideal setting to investigate environmental adaptation in livestock due to its wide variation in geo-climatic characteristics and the extensive genetic and phenotypic variation of its livestock. Here, we identified over three million single nucleotide variants across 12 Ethiopian sheep populations and applied landscape genomics approaches to investigate the association between these variants and environmental variables. Our results suggest that environmental adaptation for precipitation-related variables is stronger than that related to altitude or temperature, consistent with large-scale meta-analyses of selection pressure across species. The set of genes showing association with environmental variables was enriched for genes highly expressed in human blood and nerve tissues. There was also evidence of enrichment for genes associated with high-altitude adaptation although no strong association was identified with hypoxia-inducible-factor (HIF) genes. One of the strongest altitude-related signals was for a collagen gene, consistent with previous studies of high-altitude adaptation. Several altitude-associated genes also showed evidence of adaptation with temperature, suggesting a relationship between responses to these environmental factors. These results provide a foundation to investigate further the effects of climatic variables on small ruminant populations.

Indexed as

GenomicsWhole Genome SequencingAdaptation, PhysiologicalAltitudeAnimalsBreedingEthiopiaGenomeRuminantsSelection, GeneticSheepprecipitationruminantsselection

Identifiers

PMID33501931
PMCPMC7955157
OpenAlexW3125510250

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.