Evidence map›Paper›PMID 36268046›Full record

ArticleFrontiers in veterinary science2022

Genome-wide association analysis of milk production, somatic cell score, and body conformation traits in Holstein cows.

Peng Wang, Xue Li, Yihao Zhu, Jiani Wei, Chaoxin Zhang, Qingfang Kong, Xu Nie, Qi Zhang, Zhipeng Wang

Open access · goldAbstract read
In one paragraph

Article in Frontiers in veterinary science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
7.5field-weighted citation impact, top 2% 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

22 citing papers in PubMed, 43 citations in OpenAlex.

  1. Article
  2. Genome-wide association study identifies significant SNPs for milk production and stature traits in Karan Fries cattle.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Article
  3. Article
  4. Article
  5. Phosphorus Metabolism and Function in Ruminants: Current Knowledge.Animals : an open access journal from MDPI · 2026
    Review
  6. Review
  7. Article
  8. Article
  9. Article
  10. Genetic and Functional Dissection of the NFKB2 Gene: Implications for Milk Fatty Acid Biosynthesis in Dairy Cattle.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Genome-Wide Association Study of Milk Composition in Karachai Goats.Animals : an open access journal from MDPI · 2024
    Article
  19. Article
  20. 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

9 authors at 4 institutions in 2 countries.

Peng WangHeilongjiang Animal Husbandry Service, Harbin, China.
Xue LiCollege of Animal Science and Technology, Northeast Agricultural University, Harbin, China.
Yihao ZhuHeilongjiang Animal Husbandry Service, Harbin, China.
Jiani WeiSchool of mathematics, University of Edinburgh, Edinburgh, United Kingdom.
Chaoxin ZhangCollege of Animal Science and Technology, Northeast Agricultural University, Harbin, China.
Qingfang KongHeilongjiang Animal Husbandry Service, Harbin, China.
Xu NieHeilongjiang Animal Husbandry Service, Harbin, China.
Qi ZhangCollege of Animal Science and Technology, China Agricultural University, Beijing, China.
Zhipeng WangCollege of Animal Science and Technology, Northeast Agricultural University, Harbin, China.
National Animal Husbandry Service · CNNortheast Agricultural University · CNChina Agricultural University · CNUniversity of Edinburgh · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Milk production and body conformation traits are critical economic traits for dairy cows. To understand the basic genetic structure for those traits, a genome wide association study was performed on milk yield, milk fat yield, milk fat percentage, milk protein yield, milk protein percentage, somatic cell score, body form composite index, daily capacity composite index, feed, and leg conformation traits, based on the Illumina Bovine HD100k BeadChip. A total of 57, 12 and 26 SNPs were found to be related to the milk production, somatic cell score and body conformation traits in the Holstein cattle. Genes with pleiotropic effect were also found in this study. Seven significant SNPs were associated with multi-traits and were located on the

Indexed as

body conformation traitsgenome-wide association studyHolstein cattlemilk production traitspleiotropic effect

Identifiers

PMID36268046
PMCPMC9578681
OpenAlexW4301397268

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.