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2025年5月14日 星期三
农业生物技术学报  2024, Vol. 32 Issue (4): 807-819    DOI: 10.3969/j.issn.1674-7968.2024.04.007
  研究论文与报告 本期目录 | 过刊浏览 | 高级检索 |
全基因组eQTL揭示猪11号染色体肉质性状新候选位点
郑韵頔1, 冉雪琴2, 牛熙1, 黄世会2, 李升1, 王嘉福1,*
1 贵州大学 生命科学学院/农业生物工程研究院/山地植物资源保护与种质创新教育部重点实验室,贵阳 550025;
2 贵州大学 动物科学学院/高原山地动物遗传育种与繁殖教育部重点实验室,贵阳550025
Genome-wide eQTL Reveals Novel Candidate Loci for Meat Quality Traits on Chromosome 11 in Pigs (Sus scrofa)
ZHENG Yun-Di1, RAN Xue-Qin2, NIU-Xi1, HUANG Shi-Hui2, LI Sheng1, WANG Jia-Fu1,*
1 College of Life Sciences/Institute of Agro-bioengineering/Key laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Guizhou University, Guiyang 550025, China;
2 College of Animal Sciences/Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region (Ministry of Education), Guizhou University, Guiyang 550025, China
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摘要 全基因组关联分析(genome-wide association study, GWAS)挖掘了大量猪肉肉质性状关联的遗传变异,但是多数变异的调控机制未知。遗传变异主要通过调控基因表达水平影响复杂性状,通过定位表达数量性状位点(expression quantitative trait locus, eQTL)鉴定基因表达水平相关的遗传变异,有助于阐释变异位点与性状之间的关联。为筛选肉质性状候选基因与位点,本研究以F2代的19个杂交香猪(Sus scrofa)(大白猪♂×从江香猪♀)个体为试验材料,使用全基因组测序(whole genome sequencing, WGS)和背最长肌组织的RNA-seq数据进行全基因组eQTL分析,在11号染色体上共检测到1 332个cis-eQTLs (PFDR<0.01)和18 078个trans-eQTLs (PFDR<1E-12)。对cis-eQTL关联中的eSNP (eQTL-associated SNP)位点进行注释筛选,使用PCR-限制性片段长度多态性(restriction fragment length polymorphism, RFLP)和Sanger测序鉴定了1个位于肉质性状候选eGene (eQTL-associated gene)—线粒体中间肽酶基因(mitochondrial intermediate peptidase, MIPEP) 5'UTR的eSNP位点rs319855910 c.-46C>G,与MIPEP基因表达水平显著相关(PFDR=8.81E-03)。RNA-seq统计分析发现,rs319855910不同基因型显著影响MIPEP基因表达(P<0.05)。当rs319855910基因型由野生型(CC)突变为纯合突变型(GG)时,MIPEP基因的表达水平显著下调(P<0.05)。进一步分析发现,rs319855910位于转录因子结合序列区域,导致MIPEP基因5'UTR序列结合的转录因子种类和数量发生改变。上述结果表明,rs319855910是一个新的猪肉肉质性状候选位点,能够通过转录因子的结合而调节MIPEP基因表达,从而影响猪的肉质性状。本研究为猪种选育和遗传改良提供基础资料。
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郑韵頔
冉雪琴
牛熙
黄世会
李升
王嘉福
关键词 全基因组测序(WGS)转录组测序表达数量性状位点(eQTL)SNP肉质性状    
Abstract:Genome-wide association study (GWAS) has detected a considerable amount of genetic variants associated with pork meat quality traits, however, the regulatory mechanism of numerous variants are generally unknown. Genetic variants mainly exert effects on complex traits by regulating gene expression levels. Thus, mapping expression quantitative trait locus (eQTL) has identified variants associated with gene expression levels, and will contribute to interpretate the association between variant loci and traits. In order to identify genetic variants/genes correlative with meat traits, this study used 19 hybrid Xiang pigs (Sus scrofa)(Large White pig ♂ × Congjiang Xiang pig ♀) of F2 generation as tested materials, whole genome sequencing (WGS) and high-throughput RNA sequencing (RNA-seq) data of the pork longissimus muscle tissues were integrated for eQTL analysis. The results showed a total of 1 332 cis-eQTL (PFDR<0.01) and 18 078 trans-eQTL (PFDR<1E-12) on chromosome 11. Subsequently, annotation and filtering were conducted on the eQTL-associated single nucleotide polymorphism (eSNP) which identified by cis-eQTL associations, and PCR-restriction fragment length polymorphism (RFLP) and Sanger sequencing were used to verify the candidate eSNP. An eSNP event rs319855910 c.-46C>G located in mitochondrial intermediate peptidase gene (MIPEP) 5'UTR was ultimately identified, and rs319855910 significantly associated with MIPEP gene expression (PFDR=8.81E-03). Statistical analysis combined with genotype and RNA-seq showed that rs319855910 genotypes significantly affected MIPEP gene expression (P<0.05), and it was observed that significant down-regulation (P<0.05) of MIPEP gene expression when the rs319855910 genotype was mutated from homozygote (CC) to homozygous mutant (GG). Furthermore, the transcription factor binding analysis revealed that rs319855910 was located in the region of transcription factor binding sequences, which could change the binding type or number of 5'UTR sequence with transcription factors. The above results suggested that rs319855910 was a novel candidate locus associated with pork meat quality traits, which could affect gene expression and regulate pork meat quality traits by changing the binding of transcription factors. This study provides basic data for pig breeding and genetic improvement.
Key wordsPig    Whole genome sequencing (WGS)    RNA-seq    Expression quantitative trait locus (eQTL)    SNP    Meat quality trait
收稿日期: 2023-03-24     
ZTFLH:  S828.8+9  
基金资助:国家自然科学基金(31960641); 贵州省科技创新人才团队项目(黔科合平台人才[2019] 5615); 贵州省“百”层次创新型人才培养项目(黔科合人才[2016]4012); 贵州省科技支撑计划(黔科合支撑[2017]2585; 黔科合支撑[2017]2987); 贵州省农业农村厅生猪产业高质量发展计划[202208-5]
通讯作者: *jfwang@gzu.edu.cn   
引用本文:   
郑韵頔, 冉雪琴, 牛熙, 黄世会, 李升, 王嘉福. 全基因组eQTL揭示猪11号染色体肉质性状新候选位点[J]. 农业生物技术学报, 2024, 32(4): 807-819.
ZHENG Yun-Di, RAN Xue-Qin, NIU-Xi, HUANG Shi-Hui, LI Sheng, WANG Jia-Fu. Genome-wide eQTL Reveals Novel Candidate Loci for Meat Quality Traits on Chromosome 11 in Pigs (Sus scrofa). 农业生物技术学报, 2024, 32(4): 807-819.
链接本文:  
https://journal05.magtech.org.cn/Jwk_ny/CN/10.3969/j.issn.1674-7968.2024.04.007     或     https://journal05.magtech.org.cn/Jwk_ny/CN/Y2024/V32/I4/807
 
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