

畜牧兽医学报 ›› 2025, Vol. 56 ›› Issue (12): 6167-6179.doi: 10.11843/j.issn.0366-6964.2025.12.020
韩家乐(
), 高峰, 孙珉浩, 虎巧燕, 丁枫怡, 党瑞华*(
)
收稿日期:2025-04-22
出版日期:2025-12-23
发布日期:2025-12-24
通讯作者:
党瑞华
E-mail:Jialehan1202@163.com;dangruihua@nwsuaf.edu.cn
作者简介:韩家乐(2000-),女,河南周口人,硕士,主要从事动物遗传资源与育种研究,E-mail: Jialehan1202@163.com
基金资助:
HAN Jiale(
), GAO Feng, SUN Minhao, HU Qiaoyan, DING Fengyi, DANG Ruihua*(
)
Received:2025-04-22
Online:2025-12-23
Published:2025-12-24
Contact:
DANG Ruihua
E-mail:Jialehan1202@163.com;dangruihua@nwsuaf.edu.cn
摘要:
旨在比较分析宁强马和济州马的遗传多样性及矮小体型的遗传基础。本研究基于199匹现代家马的重测序数据比较分析了宁强马和济州马的遗传结构、遗传多样性和遗传分化,重点比较了矮小体型的遗传基础。群体结构分析显示,宁强马属于中国西南矮马,而济州马具有区别于西南矮马的祖先成分。核苷酸多样性、近交系数和ROH分析表明,济州马近期经历了较强的人工选育,遗传多样性较低,而宁强马具有较高的遗传多样性。此外,宁强马与德保矮马的遗传距离最近(FST=0.02),而济州马与国内11个马品种均具有中等程度的遗传分化(FST>0.05)。全基因组选择扫描在宁强马和济州马基因组中检测到多个差异候选区域,鉴定到与生长发育(TBX5、TBX3、MEIS1、CECR2)和免疫(ADA2、AP3B1)相关的基因。综上,宁强马和济州马具有不同的祖先成分和选育程度,遗传分化明显,且矮小体型的遗传基础不同。这些结果对于深入了解世界矮马矮小性状的遗传基础以及中国马品种的保护和利用具有重要意义。
中图分类号:
韩家乐, 高峰, 孙珉浩, 虎巧燕, 丁枫怡, 党瑞华. 基于比较基因组学的宁强马与济州马遗传多样性及矮小体型的遗传基础研究[J]. 畜牧兽医学报, 2025, 56(12): 6167-6179.
HAN Jiale, GAO Feng, SUN Minhao, HU Qiaoyan, DING Fengyi, DANG Ruihua. Genetic Diversity and Genetic Basis of Small Stature in Ningqiang and Jeju Ponies Based on Comparative Genomics[J]. Acta Veterinaria et Zootechnica Sinica, 2025, 56(12): 6167-6179.
表 1
199匹矮马和马的全基因组数据信息"
| 分类 Classification | 品种 Breed | 样本量 Sample size | 简称 Abbreviation | 数据来源 Data source |
| 矮马品种 Pony breed | 宁强马 Ningqiang pony | 30 | NQ | 自测 |
| 宁强马 Ningqiang pony | 7 | NQ | 下载 | |
| 德保矮马 Debao pony | 26 | DBP | 下载 | |
| 建昌马 Jianchang pony | 7 | JC | 下载 | |
| 济州马 Jeju pony | 17 | Jeju | 下载 | |
| 中/大型马品种 Medium/large horse breed | 西藏马 Tibetan horse | 19 | Tibetan | 下载 |
| 蒙古马 Mongolian horse | 13 | MG | 下载 | |
| 大通马 Datong horse | 10 | DT | 下载 | |
| 焉耆马 Yanqi horse | 6 | YQ | 下载 | |
| 柴达木马 Chaidamu horse | 7 | CDM | 下载 | |
| 鄂伦春马 Erlunchun horse | 6 | ELC | 下载 | |
| 河曲马 Hequ horse | 3 | HQ | 下载 | |
| 伊犁马 Yili horse | 6 | YL | 下载 | |
| 纯血马 Thoroughbred horse | 42 | THB | 下载 | |
| 共计 Total | 199 |
表 2
用于核苷酸多样性计算的个体的全基因组数据信息"
| 分类 Classification | 品种 Breed | 样本量 Sample size | 简称 Abbreviation |
| 矮马品种 Pony breed | 宁强马 Ningqiang pony | 10 | NQ |
| 德保矮马 Debao pony | 10 | DB | |
| 建昌马 Jianchang pony | 7 | JC | |
| 济州马 Jeju pony | 10 | Jeju | |
| 中/大型马品种 Medium/large horse breed | 西藏马 Tibetan horse | 10 | Tibetan |
| 蒙古马 Mongolian horse | 10 | MG | |
| 大通马 Datong horse | 10 | DT | |
| 焉耆马 Yanqi horse | 6 | YQ | |
| 柴达木马 Chaidamu horse | 7 | CDM | |
| 鄂伦春马 Erlunchun horse | 6 | ELC | |
| 河曲马 Hequ horse | 3 | HQ | |
| 伊犁马 Yili horse | 6 | YL | |
| 纯血马 Thoroughbred horse | 10 | THB | |
| 共计 Total | 105 |
表 3
13个马品种核苷酸多样性和近交系数"
| 品种 Breed | 核苷酸 多样性Pi | 近交系数 FROH | 最小等位基因 频率 MAF | 平均He | 平均Ne | 平均PIC |
| DBP | 0.001 225±0.000 685 | 0.157 129±0.054 012 | 0.087 7 | 0.130 1 | 1.198 7 | 0.109 6 |
| Jeju | 0.001 295±0.000 741 | 0.217 908±0.110 531 | 0.087 2 | 0.123 0 | 1.199 1 | 0.100 8 |
| MG | 0.001 220±0.000 681 | 0.145 031±0.020 740 | 0.085 5 | 0.126 3 | 1.193 9 | 0.106 0 |
| NQ | 0.001 427±0.000 776 | 0.137 709±0.029 427 | 0.095 9 | 0.141 4 | 1.217 5 | 0.118 6 |
| THB | 0.001 139±0.000 731 | 0.321 720±0.021 174 | 0.079 1 | 0.109 9 | 1.180 0 | 0.089 8 |
| Tibetan | 0.001 371±0.000 752 | 0.131 636±0.015 373 | 0.093 2 | 0.137 8 | 1.211 3 | 0.115 8 |
| CDM | 0.001 488±0.000 811 | 0.110 575±0.033 990 | 0.093 2 | 0.134 5 | 1.212 0 | 0.111 5 |
| DT | 0.001 521±0.000 816 | 0.124 623±0.018 812 | 0.095 9 | 0.140 3 | 1.217 7 | 0.117 2 |
| ELC | 0.001 091±0.000 671 | 0.176 318±0.041 788 | 0.077 8 | 0.109 9 | 1.177 1 | 0.090 1 |
| HQ | 0.001 324±0.000 778 | 0.129 265±0.002 492 | 0.080 7 | 0.109 9 | 1.182 9 | 0.088 7 |
| JC | 0.001 154±0.000 686 | 0.153 552±0.007 072 | 0.081 2 | 0.116 6 | 1.184 6 | 0.096 5 |
| YL | 0.001 251±0.000 700 | 0.138 762±0.013 515 | 0.083 6 | 0.120 1 | 1.190 1 | 0.099 3 |
| YQ | 0.001 206±0.000 698 | 0.147 195±0.004 891 | 0.082 4 | 0.117 9 | 1.187 5 | 0.097 3 |
| 1 |
LIBRADO P , FAGES A , GAUNITZ C , et al. The evolutionary origin and genetic makeup of domestic horses[J]. Genetics, 2016, 204 (2): 423- 434.
doi: 10.1534/genetics.116.194860 |
| 2 | 孙珉浩. 宁强马全基因组遗传多样性及保种策略研究[D]. 杨凌: 西北农林科技大学, 2024. |
| SUN M H. Whole-genome genetic diversity and conservation strategies of Ningqiang pony[D]. Yangling: Northwest A&F University, 2024. (in Chinese) | |
| 3 |
ASADOLLAHPOUR NANAEI H , ESMAILIZADEH A , AYATOLLAHI MEHRGARDI A , et al. Comparative population genomic analysis uncovers novel genomic footprints and genes associated with small body size in Chinese pony[J]. BMC Genomics, 2020, 21 (1): 496.
doi: 10.1186/s12864-020-06887-2 |
| 4 | 国家畜禽遗传资源委员会. 中国畜禽遗传资源志(马驴驼志)[M]. 北京: 中国农业出版社, 2011: 113- 118. |
| NATIONAL COMMITTEE FOR GENETIC RESOURCES OF LIVESTOCK AND POULTRY . Animal genetics resources in China (Horses Donkeys Camels)[M]. Beijing: China Agriculture Press, 2011: 113- 118. | |
| 5 |
YOON S H , KIM J , SHIN D , et al. Complete mitochondrial genome sequences of Korean native horse from Jeju Island: uncovering the spatio-temporal dynamics[J]. Mol Biol Rep, 2017, 44 (2): 233- 242.
doi: 10.1007/s11033-017-4101-8 |
| 6 |
SRIKANTH K , KIM N , PARK W , et al. Comprehensive genome and transcriptome analyses reveal genetic relationship, selection signature, and transcriptome landscape of small-sized Korean native Jeju horse[J]. Sci Rep, 2019, 9 (1): 16672.
doi: 10.1038/s41598-019-53102-8 |
| 7 |
BAI H , LU H , WANG L , et al. SNPs analysis of height traits in Ningqiang pony[J]. Anim Biotechnol, 2021, 32 (5): 566- 572.
doi: 10.1080/10495398.2020.1728288 |
| 8 | PU Y , ZHANG Y , ZHANG T , et al. Identification of novel lncRNAs differentially expressed in placentas of Chinese Ningqiang pony and Yili horse breeds[J]. Animal, 2020, 10 (1): 119. |
| 9 |
LIU X , ZHANG Y , LIU W , et al. A single-nucleotide mutation within the TBX3 enhancer increased body size in Chinese horses[J]. Current Biology, 2022, 32 (2): 480- 487.
doi: 10.1016/j.cub.2021.11.052 |
| 10 |
HAN J , SHAO H , SUN M , et al. Genomic insights into the genetic diversity and genetic basis of body height in endangered Chinese Ningqiang ponies[J]. BMC Genomics, 2025, 26 (1): 292.
doi: 10.1186/s12864-025-11484-2 |
| 11 |
BOLGER A M , LOHSE M , USADEL B . Trimmomatic: a flexible trimmer for Illumina sequence data[J]. Bioinformatics, 2014, 30 (15): 2114- 2120.
doi: 10.1093/bioinformatics/btu170 |
| 12 |
LI H , DURBIN R . Fast and accurate short read alignment with Burrows-Wheeler transform[J]. Bioinformatics, 2009, 25 (14): 1754- 1760.
doi: 10.1093/bioinformatics/btp324 |
| 13 |
MCKENNA A , HANNA M , BANKS E , et al. The genome analysis toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data[J]. Genome Res, 2010, 20 (9): 1297- 1303.
doi: 10.1101/gr.107524.110 |
| 14 |
DANECEK P , AUTON A , ABECASIS G , et al. The variant call format and VCFtools[J]. Bioinformatics, 2011, 27 (15): 2156- 2158.
doi: 10.1093/bioinformatics/btr330 |
| 15 |
PURCELL S , NEALE B , TODD-BROWN K , et al. PLINK: a tool set for whole-genome association and population-based linkage analyses[J]. Am J Hum Genet, 2007, 81 (3): 559- 575.
doi: 10.1086/519795 |
| 16 |
KUMAR S , STECHER G , TAMURA K . MEGA7: Molecular Evolutionary Genetics Analysis Version 7.0 for Bigger Datasets[J]. Mol Biol Evol, 2016, 33 (7): 1870- 1874.
doi: 10.1093/molbev/msw054 |
| 17 |
PATTERSON N , PRICE A L , REICH D . Population structure and eigenanalysis[J]. PLoS Genet, 2006, 2 (12): e190.
doi: 10.1371/journal.pgen.0020190 |
| 18 |
ALEXANDER D H , LANGE K . Enhancements to the ADMIXTURE algorithm for individual ancestry estimation[J]. BMC Bioinformatics, 2011, 12, 246.
doi: 10.1186/1471-2105-12-246 |
| 19 |
MCQUILLAN R , LEUTENEGGER A , ABDEL-RAHMAN R , et al. Runs of homozygosity in European populations[J]. Am J Hum Genet, 2008, 83 (3): 359- 372.
doi: 10.1016/j.ajhg.2008.08.007 |
| 20 |
BROWNING S R , BROWNING B L . Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering[J]. Am J Hum Genet, 2007, 81 (5): 1084- 1097.
doi: 10.1086/521987 |
| 21 | 王璐珍, 黄宾雁, 祝明辉, 等. 基因组测序技术在马种质资源研究中的应用与进展[J]. 中国畜禽种业, 2025, 21 (6): 33- 44. |
| WANG L Z , HUANG B Y , ZHU M H , et al. Application and advances of genomic sequencing technology in the study of equine germplasm resources[J]. The Chinese Livestock and Poultry Breeding, 2025, 21 (6): 33- 44. | |
| 22 | 陶克涛, 白东义, 图格琴, 等. 基于基因组SNPs对东亚家马不同群体遗传多样性的评估[J]. 生物多样性, 2022, 30 (5): 75- 86. |
| TAO K T , BAI D Y , GE T Q , et al. Assessment of SNPs-based genomic diversity in different populations of Eastern Asian landrace horses[J]. Biodiversity Science, 2022, 30 (5): 75- 86. | |
| 23 | BROOKS S A , MAKVANDI-NEJAD S , CHU E , et al. Morphological variation in the horse: Defining complex traits of body size and shape[J]. Anim Genet, 2010, 41 (Suppl 2): 159- 165. |
| 24 | 张涛, 路宏朝. 宁强矮马线粒体DNA D-loop区的遗传多样性[J]. 中国农业科学, 2012, 45 (8): 1587- 1594. |
| ZHANG T , LU H Z . Genetic diversity of mitochondrial DNA D-loop sequences in Ningqiang pony[J]. Scientia Agricultura Sinica, 2012, 45 (8): 1587- 1594. | |
| 25 | 童雄, 罗威, 闵力, 等. 基于全基因组SNPs分析陆丰黄牛和雷琼牛的群体结构与遗传多样性特征[J]. 中国农业科学, 2023, 56 (14): 2798- 2811. |
| TONG X , LUO W , MIN L , et al. Population structure and genetic diversity of Lufeng cattle and Leiqiong cattle based on genome-wide SNPs[J]. Scientia Agricultura Sinica, 2023, 56 (14): 2798- 2811. | |
| 26 |
KIM N Y , SEONG H , KIM D C , et al. Genome-wide analyses of the Jeju, Thoroughbred, and Jeju crossbred horse populations using the high density SNP array[J]. Genes Genomics, 2018, 40 (11): 1249- 1258.
doi: 10.1007/s13258-018-0722-0 |
| 27 | 雍兴钰. 宁强马保种场保种工作体会[C]. 中国北京: 中国畜牧兽医学会马学分会成立大会, 2014. |
| YONG X Y. Experience in the conservation of Ningqiang pony at the Ningqiang pony conservation farm[C]. Beijing, China: Founding Conference of the Equine Science Branch of the Chinese Association of Animal Science and Veterinary Medicine, 2014. (in Chinese) | |
| 28 | 张琼, 吉亚杰, 曾治高, 等. 奠基者效应对海南坡鹿迁地保护种群遗传多样性的影响[J]. 动物学杂志, 2007, 42 (3): 54- 60. |
| ZHANG Q , JI Y J , ZENG Z G , et al. Influence of the founder effect on genetic diversity of translocated population: an example from Hainan Eld's Deer[J]. Chinese Journal of Zoology, 2007, 42 (3): 54- 60. | |
| 29 | 姚全福, 赵一萍, 芒来, 等. 我国地方马种质资源多样性研究进展[J]. 畜牧与饲料科学, 2009, 30 (10): 126- 130. |
| YAO Q F , ZHAO Y P , MANG L , et al. Study progress on diversity of germplasm resources of chinese local horses[J]. Animal Husbandry and Feed Science, 2009, 30 (10): 126- 130. | |
| 30 | 徐媛, 徐继平, 刘小英, 等. 基于全基因组重测序的现代马群体遗传结构和选择信号分析[J]. 畜牧兽医杂志, 2024, 43 (5): 1-7, 23. |
| XU Y , XU J P , LIU X Y , et al. Modern horse population genetic structure and selection signal analysis based on whole-genome sequencing[J]. Journal of Animal Science and Veterinary Medicine, 2024, 43 (5): 1-7, 23. | |
| 31 | KADER A , LI Y , DONG K , et al. Population variation reveals independent selection toward small body size in Chinese Debao pony[J]. Genome Biol Evol, 2015, 8 (1): 42- 50. |
| 32 |
KHAN S F , DAMERELL V , OMAR R , et al. The roles and regulation of TBX3 in development and disease[J]. Gene, 2020, 726, 144223.
doi: 10.1016/j.gene.2019.144223 |
| 33 |
KOSHIBA-TAKEUCHI K , TAKEUCHI J K , ARRUDA E P , et al. Cooperative and antagonistic interactions between Sall4 and Tbx5 pattern the mouse limb and heart[J]. Nat Genet, 2006, 38 (2): 175- 183.
doi: 10.1038/ng1707 |
| 34 |
CHEW K Y , SHAW G , YU H , et al. Heterochrony in the regulation of the developing marsupial limb[J]. Dev Dyn, 2014, 243 (2): 324- 338.
doi: 10.1002/dvdy.24062 |
| 35 |
BLASI F , BRUCKMANN C . MEIS1 in Hematopoiesis and cancer. How MEIS1-PBX interaction can be used in therapy[J]. J Dev Biol, 2021, 9 (4): 44.
doi: 10.3390/jdb9040044 |
| 36 |
MERCADER N , LEONARDO E , AZPIAZU N , et al. Conserved regulation of proximodistal limb axis development by Meis1/Hth[J]. Nature, 1999, 402 (6760): 425- 429.
doi: 10.1038/46580 |
| 37 |
CHEN J , MOROSAN-PUOPOLO G , DAI F , et al. Molecular cloning of chicken Cecr2 and its expression during chicken embryo development[J]. Int J Dev Biol, 2010, 54 (5): 925- 929.
doi: 10.1387/ijdb.092933jc |
| 38 |
DICIPULO R , NORTON K A , FAIRBRIDGE N A , et al. Cecr2 mutant mice as a model for human cat eye syndrome[J]. Sci Rep, 2021, 11 (1): 3111.
doi: 10.1038/s41598-021-82556-y |
| 39 |
JUNG J , BOHN G , ALLROTH A , et al. Identification of a homozygous deletion in the AP3B1 gene causing Hermansky-Pudlak syndrome, type 2[J]. Blood, 2006, 108 (1): 362- 369.
doi: 10.1182/blood-2005-11-4377 |
| 40 |
SIGNA S , BERTONI A , PENCO F , et al. Adenosine Deaminase 2 Deficiency (DADA2): A crosstalk between innate and adaptive immunity[J]. Front Immunol, 2022, 13, 935957.
doi: 10.3389/fimmu.2022.935957 |
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