Evidence map›Paper›PMID 39810085›Full record

ArticleBMC genomics2025

Genome-wide association study identifies candidate genes affecting body conformation traits of Zhongwei goat.

Mingxuan Han, Xinbo Wang, Haidong Du, Yanlong Cao, Zhanqiang Zhao, Shuran Niu, Xuxu Bao, Youjun Rong, Xiaofang Ao, Furong Guo and 4 more

Abstract read
In one paragraph

Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

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  14. Functional Mutations in theVeterinary sciences · 2025
    Article
  15. Rapid Identification of the SNP Mutation in theAnimals : an open access journal from MDPI · 2025
    Article
  16. Genome-Wide Association Study for Weight-Related Traits inAnimals : an open access journal from MDPI · 2025
    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

14 authors.

Mingxuan Han *College of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Xinbo Wang *College of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Haidong DuZhongwei Goat Breeding Farm, Zhongwei, 755006, China.
Yanlong CaoZhongwei Goat Breeding Farm, Zhongwei, 755006, China.
Zhanqiang ZhaoZhongwei Goat Breeding Farm, Zhongwei, 755006, China.
Shuran NiuCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Xuxu BaoCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Youjun RongCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Xiaofang AoCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Furong GuoCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Qincheng XiaCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Fangzheng ShangCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China.
Ruijun WangCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China. nmgwrj@126.com.
Yanjun ZhangCollege of Animal Science, Inner Mongolia Agricultural University, Hohhot, 010018, China. imauzyj@163.com.

Funding

Basic scientific research business fee project for universities directly under the Inner Mongolia Autonomous Region BR22-13-02National Key Research and Development Plan Project Sub-project 2021YFD1200902Ningxia Natural Science Foundation 2023AAC03898Supported by Program for Innovative Research Team in Universities of Inner Mongolia Autonomous Region NMGIRT2322
6 · The paper itself

Abstract

backgroundIdentifying markers or genes crucial for growth traits in Zhongwei goats is pivotal for breeding. Pinpointing genetic factors linked to body size gain enhances breeding efficiency and economic value. In this study, we used the MGISEQ-T7 platform to re-sequence 240 Zhongwei goats (133 male; 107 female) belonging to 5 metrics of growth traits at different growth stages (40 days and 6 months, here in after referred to as 40d and 6 m), namely, Body Weight (BW), Body Height (BH), Body Length (BL), Chest Circumference (CC), Tube Circumference (TC) were examined. A Genome-wide association study (GWAS) was conducted to identify candidate genes associated with the five indicators of body conformation traits, thereby establishing a foundation for subsequent investigations into the biological functions of these genes.

resultsA total of 19.89 Tb of raw data was generated with an average sequencing depth of about 20×. After quality control, 15,958,716 SNPs were available for the analysis. A total of 342 genome-wide significant SNPs were obtained. Among them, in the two physiological stages of 40d and 6 m, 147 and 32 SNPs were significantly associated with BW; 1 and 4 SNPs were significantly associated with BH; 19 and 6 SNPs were significantly associated with BL; 33 and 64 SNPs were significantly associated with CC, 34 and 2 SNPs were significantly associated with TC. These SNPs were annotated to 425 candidate genes. Finally, A total of 39 candidate genes are closely related to biological processes such as skeletal muscle development, skeletal formation, carcass quality, and embryonic development, where ADIPOQ, CCDD39, PTPRT, ZNF215, VRTN, ABCD4, DLST, ADAMTS2, ROBO1, AKAP13, AQPI, SOX2, and AHSG were identified as an important component of the genetic framework that may control somatic conformational traits in Zhongwei goats. which warrants further investigation and review. We verified the polymorphism of 11 SNPs by KASP, and found that Chr13_g.11,700,438 A > G, Chr15_g.37,120,328 A > G, Chr6_g.7,209,383 C > T, Chr20_g.51277932T > A, Chr19_g.17,078,199 A > G, and Chr1_g.79,943,276 C > T were significantly genotyped in verified populations (P < 0.001). CONCLUTION: It is the first GWAS study to analyze genomic data from 40d and 6 m of Zhongwei goats to understand the molecular genetic mechanisms of growth. Our research identified a series of SNPs and candidate genes associated with growth traits, which could assist us in developing the meat production trait in Zhongwei goats.

Indexed as

Body SizeGenome-Wide Association StudyGoatsQuantitative Trait, HeritableAnimalsFemaleMalePhenotypePolymorphism, Single NucleotideQuantitative Trait LociBody conformation traitsGWASKASP validationRe-sequenceZhongwei goat

Identifiers

PMID39810085
PMCPMC11730152

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.