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Genetic Basis of Divergent Growth and Muscle Development in Purebred and Crossbred Leizhou Black Goats Revealed by Whole-Genome Resequencing.

Overview

Authors: Xiaotao Han1,2, Jing Huang3, Wenxi Qian4, Yuelang Zhang5, Ke Wang1, Jiancheng Han1,4
ORCID iDs: Jing Huang, Ke Wang
  1. Zhanjiang Experimental Station, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524013, China
  2. College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
  3. College of Animal Science and Technology, Guangxi University, Nanning 530004, China
  4. College of Animal Science and Technology, Tarim University, Alar 843300, China
  5. Hainan Institute, Zhejiang University, Sanya 572024, China
Journal: Biology, volume 15, issue 13, article 1038
Dates: received 28 May 2026; accepted 26 June 2026; published online 29 June 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.3390/biology15131038 · PMID 42450586 · PMCID PMC13359781 · OpenAlex W7166547579
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: genetics / omics (modality), other (organism), cellular / molecular (subfield)
Methods: Statistics, Smoothing, state filtering, decompositions
Keywords: Leizhou black goat, crossbreeding, whole-genome resequencing, muscle development, candidate genes
Topic: Genetic and phenotypic traits in livestock (Genetics, Biochemistry, Genetics and Molecular Biology), according to OpenAlex
Funding: Chinese Academy of Tropical Agricultural Sciences for Science and Technology Innovation Project of National Tropical Agricultural Science Center (CATAS202608); Hainan Provincial Natural Science Foundation of China (325QN470); Research and Demonstration of Key Technologies for Grass-livestock Integration in Hot zones Science and Technology Innovation Team (CATASCXTD202530)
Citations: not cited yet (Europe PMC); 39 references in the paper

Abstract

The Leizhou black goat is a prized indigenous breed in southern China, renowned for its superior meat quality. However, its productivity is constrained by a relatively small body size. Understanding the genetic basis of growth differences between purebred and crossbred populations is essential for designing effective conservation and breeding strategies. To this end, we conducted comparative whole-genome resequencing on 22 purebred (WL) and 50 crossbred (JN: Nubian × Leizhou) goats. Population structure was assessed via principal component analysis, and genomic regions exhibiting elevated genetic differentiation were identified using the population differentiation index (FST). Functional enrichment analyses were subsequently applied to genes within these regions. Our results revealed clear genetic differentiation between the two populations. Among the highly differentiated genomic regions, we identified several genes, such as MYOM2, TMTC4, DPP6, and MIDN, whose known functions in neural signaling and muscle development make them plausible candidates for contributing to the growth differences between populations. A particularly notable discovery was a non-coding intronic mutation in the RNGTT gene (rs646826802), which is fixed in the paternal Nubian line and prevalent across 25 other global goat breeds but is completely absent in the purebred Leizhou black goat. This study identifies key genetic components associated with trait variation in crossbred goats and reports a breed-specific genomic marker that can serve as a practical tool for verifying breed purity, thereby supporting the conservation of this valuable indigenous genetic resource.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

animal.omics.pro/code/index.php

License: none: the authors keep all their rights
State: the link answers, verified on 27 September 2026
Evidence: the link answers
Software Heritage: not checked
Found in: the text, “2.3. Population Genetic and Highly Differentiate”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)

Tracing map

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  • no match between paragraphs and code yet;
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Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

Datasets cited

Data Availability Statement

The data that support the findings of this study are available on Figshare database (https://doi.org/10.6084/m9.figshare.32399187, 25 May 2026).

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 6 authors, 5 keywords, 3 funders, 38 references.

Cite

This paper

Han, X., Huang, J., Qian, W., Zhang, Y., Wang, K., & Han, J. (2026). Genetic Basis of Divergent Growth and Muscle Development in Purebred and Crossbred Leizhou Black Goats Revealed by Whole-Genome Resequencing. Biology, 15(13), 1038. https://doi.org/10.3390/biology15131038

BibTeX

@article{han2026genetic,
author = {Han, Xiaotao and Huang, Jing and Qian, Wenxi and Zhang, Yuelang and Wang, Ke and Han, Jiancheng},
title = {{Genetic Basis of Divergent Growth and Muscle Development in Purebred and Crossbred Leizhou Black Goats Revealed by Whole-Genome Resequencing}},
journal = {Biology},
year = {2026},
month = jun,
volume = {15},
number = {13},
pages = {1038},
publisher = {Multidisciplinary Digital Publishing Institute (MDPI)},
issn = {2079-7737},
doi = {10.3390/biology15131038},
url = {https://doi.org/10.3390/biology15131038},
pmid = {42450586},
pmcid = {PMC13359781}
}

RIS

TY - JOUR
AU - Han, Xiaotao
AU - Huang, Jing
AU - Qian, Wenxi
AU - Zhang, Yuelang
AU - Wang, Ke
AU - Han, Jiancheng
TI - Genetic Basis of Divergent Growth and Muscle Development in Purebred and Crossbred Leizhou Black Goats Revealed by Whole-Genome Resequencing
T2 - Biology
J2 - Biology (Basel)
PY - 2026
DA - 2026/06/29
VL - 15
IS - 13
SP - 1038
SN - 2079-7737
PB - Multidisciplinary Digital Publishing Institute (MDPI)
DO - 10.3390/biology15131038
UR - https://doi.org/10.3390/biology15131038
LA - en
ER -

CSL-JSON

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