Evidence map›Paper›PMID 42573508›Full record

ArticleJournal of animal science2026

Identification of candidate genes for reproductive traits in Chinese Holstein cattle using single-step genome-wide association study.

Wondimu A Lombebo, Mingxin Du, Getinet M Tarekegn, Zaijun Yang, Xianjun Wang, Kang Hu, Dongmei Liu, Huiling Zheng

Abstract read
In one paragraph

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

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

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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

8 authors.

Wondimu A LombeboCollege of Animal Science and Technology, Northwest A and F University, Yangling 712100, China.ORCID 0000-0001-8141-6523
Mingxin DuCollege of Animal Science and Technology, Northwest A and F University, Yangling 712100, China.
Getinet M TarekegnSchool of Veterinary Medicine and Biosciences (SVMB), Scotland's Rural College (SRUC), Edinburgh, United Kingdom.ORCID 0000-0001-7221-2473
Zaijun YangYinan Zhongdi Animal Husbandry Company Limited, Linyi City, Shandong Province 276300, China.
Xianjun WangYinan Zhongdi Animal Husbandry Company Limited, Linyi City, Shandong Province 276300, China.
Kang HuCollege of Animal Science and Technology, Northwest A and F University, Yangling 712100, China.ORCID 0009-0005-5891-7107
Dongmei LiuCollege of Animal Science and Technology, Northwest A and F University, Yangling 712100, China.
Huiling ZhengCollege of Animal Science and Technology, Northwest A and F University, Yangling 712100, China.ORCID 0000-0002-5320-2699

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In dairy farming, reproductive efficiency is vital to both profitability and sustainability. However, years of selective breeding for increased milk yield have adversely affected reproductive potential. This study aimed to pinpoint genomic regions and identify potential candidate genes associated with reproductive traits in Chinese Holstein cattle. In this study, a single-step genome-wide association study (ssGWAS) was conducted using 33,202 phenotypic records from 16,379 animals, 55,244 pedigree records, and genomic data from 1,698 cows. These data were integrated into the ssGWAS analysis, resulting in a total pedigree structure of 21,635 animals. A total of 12 significant markers were identified for calving interval (IC), days open (DO), number of services per conception (NS), and conception rate (CR). Among these significant SNPs, three SNPs were for IC, two SNPs were for DO, three SNPs were for NS, and four SNPs were for CR. Several promising candidate genes located near these SNPs have been identified, including SFXN4, B3GAT2, GRK5, PRDX3, and MTHFD1L, highlighting their potential involvement in fertility-related biological processes. Furthermore, functional enrichment analysis identified significant enrichment of pathways associated with cell adhesion and embryonic development, suggesting a potential mechanistic role for DSG family members (DSG1, DSG2, DSG3, and DSG4) in fertility regulation. Collectively, our findings enhance understanding of the complex genetic basis of reproductive traits in dairy cattle and may offer a valuable set of genomic targets for precision breeding of Chinese Holsteins. Integrating these markers into genomic selection programs may contribute to genetic improvements in reproductive efficiency and support the long-term sustainability of dairy production.

Indexed as

Genome-Wide Association StudyReproductionAnimalsCattleFemaleFertilityPolymorphism, Single Nucleotideassociationcandidate genesdairy cattlefertility traitsgenomic selection

Identifiers

PMID42573508
PMCPMC13570792

What Socratic holds

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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 Socratic graph.