Evidence map›Paper›PMID 35440706›Full record

ArticleScientific reports2022

Long-term artificial selection of Hanwoo (Korean) cattle left genetic signatures for the breeding traits and has altered the genomic structure.

Dongwon Seo, Doo Ho Lee, Shil Jin, Jung Il Won, Dajeong Lim, Mina Park, Tae Hun Kim, Hak Kyo Lee, Sidong Kim, Inchul Choi and 3 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
4.7field-weighted citation impact, top 5% 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

17 citing papers in PubMed, 26 citations in OpenAlex.

  1. Population Differentiation and Polygenic Selection in the Finnish Ayrshire Cows Selected on Genomic Information.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2026
    Article
  2. Article
  3. Review
  4. Review
  5. Article
  6. Article
  7. Article
  8. Animals : an open access journal from MDPI · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
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

13 authors at 4 institutions in 2 countries.

Dongwon Seo *Division of Animal and Dairy Science, Chungnam National University, 99, Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea.
Doo Ho Lee *Division of Animal and Dairy Science, Chungnam National University, 99, Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea.
Shil JinHanwoo Research Institute, National Institute of Animal Science, RDA, Pyeongchang, South Korea.
Jung Il WonHanwoo Research Institute, National Institute of Animal Science, RDA, Pyeongchang, South Korea.
Dajeong LimAnimal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Jeonju, Korea.
Mina ParkAnimal Breeding and Genetics Division, National Institute of Animal Science, RDA, Seonghwan, South Korea.
Tae Hun KimAnimal Genomics and Bioinformatics Division, National Institute of Animal Science, RDA, Jeonju, Korea.
Hak Kyo LeeDepartment of Animal Biotechnology, Jeonbuk National University, Jeonju, South Korea.
Sidong KimPoultry Institute, National Institute of Animal Science, RDA, Pyeongchang, South Korea.
Inchul ChoiDivision of Animal and Dairy Science, Chungnam National University, 99, Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea.
Jun Heon LeeDivision of Animal and Dairy Science, Chungnam National University, 99, Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea.
Cedric GondroBeacon Center for the Study of Evolution in Action and Department of Animal Science, Michigan State University, East Lansing, USA.
Seung Hwan LeeDivision of Animal and Dairy Science, Chungnam National University, 99, Daehak-ro, Yuseong-gu, Daejeon, 34134, South Korea. slee46@cnu.ac.kr.
National Institute of Animal Science · KRChungnam National University · KRJeonbuk National University · KRMichigan State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Indigenous Korean breeds such as Hanwoo (Korean) cattle have adapted to their local environment during the past 5000 years. In the 1980s, the National Genetic Improvement Program was established to develop a modern economic breed for beef production in Korea through artificial selection. This process is thought to have altered the genomic structure of breeding traits over time. The detection of genetic variants under selection could help to elucidate the genetic mechanism of artificial selection in modern cattle breeds. Indigenous Hanwoo cattle have adapted in response to local natural and artificial selection during a 40-year breeding program. We analyzed genomic changes in the selection signatures of an unselected population (USP; n = 362) and a selected population (KPN; n = 667) of Hanwoo cattle. Genomic changes due to long-term artificial selection were identified using a genome-wide integrated haplotype score (iHS) and a genome-wide association study (GWAS). Signatures of recent selection were detected as positive (piHS > 6) or negative (piHS < -6) iHS scores spanning more than 46 related genes in KPN cattle, but none in USP cattle. A region adjacent to the PLAG1 gene was found to be under strong selection for carcass weight. The GWAS results also showed a selection signature on BTA14, but none on BTA13. Pathway and quantitative trait locus analysis results identified candidate genes related to energy metabolism, feed efficiency, and reproductive traits in Hanwoo cattle. Strong selection significantly altered Hanwoo cattle genome structural properties such as linkage disequilibrium (LD) and haplotypes through causal mutation for target traits. Haplotype changes of genome structure which are changes of ancestral allele to derived alleles due to selection were clearly identified on BTA13 and BTA14; however, the structure of the LD block was not clearly observed except BTA14. Thus, selection based on EBVs would be working very well in Hanwoo cattle breeding program appears to have been highly successful.

Indexed as

Genome-Wide Association StudyPolymorphism, Single NucleotideAnimalsCattleGenomicsLinkage DisequilibriumQuantitative Trait LociSelection, Genetic

Identifiers

PMID35440706
PMCPMC9018707
OpenAlexW4224294535

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.