4.5 Article

Detection of selection signatures of population-specific genomic regions selected during domestication process in Jinhua pigs

期刊

ANIMAL GENETICS
卷 47, 期 6, 页码 672-681

出版社

WILEY
DOI: 10.1111/age.12475

关键词

cross population-extended haplotype homozygosity; Kyoto Encyclopedia of Genes and Genomes pathway; Polygenetic tree; QTL; selective sweep

资金

  1. Major Science and Technology Projects of the Zhejiang province [2012C12906-1, (2013)215-50]

向作者/读者索取更多资源

Chinese pigs have been undergoing both natural and artificial selection for thousands of years. Jinhua pigs are of great importance, as they can be a valuable model for exploring the genetic mechanisms linked to meat quality and other traits such as disease resistance, reproduction and production. The purpose of this study was to identify distinctive footprints of selection between Jinhua pigs and other breeds utilizing genome-wide SNP data. Genotyping by genome reducing and sequencing was implemented in order to perform cross-population extended haplotype homozygosity to reveal strong signatures of selection for those economically important traits. This work was performed at a 2% genome level, which comprised 152006 SNPs genotyped in a total of 517 individuals. Population-specific footprints of selective sweeps were searched for in the genome of Jinhua pigs using six native breeds and three European breeds as reference groups. Several candidate genes associated with meat quality, health and reproduction, such as GH1, CRHR2, TRAF4 and CCK, were found to be overlapping with the significantly positive outliers. Additionally, the results revealed that some genomic regions associated with meat quality, immune response and reproduction in Jinhua pigs have evolved directionally under domestication and subsequent selections. The identified genes and biological pathways in Jinhua pigs showed different selection patterns in comparison with the Chinese and European breeds.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.5
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Genetics & Heredity

Genetic Diversity and Selection Signatures Within Diannan Small-Ear Pigs Revealed by Next-Generation Sequencing

Fen Wu, Hao Sun, Shaoxiong Lu, Xiao Gou, Dawei Yan, Zhong Xu, Zhenyang Zhang, Qamar Raza Qadri, Zhe Zhang, Zhen Wang, Qiang Chen, Mingli Li, Xiaoyi Wang, Xinxing Dong, Qishan Wang, Yuchun Pan

FRONTIERS IN GENETICS (2020)

Article Agriculture, Dairy & Animal Science

Identification of genes related to intramuscular fat independent of backfat thickness in Duroc pigs using single-step genome-wide association

Z. Zhang, Z. Zhang, F. O. Oyelami, H. Sun, Z. Xu, P. Ma, Q. Wang, Y. Pan

Summary: The study conducted a single-step GWAS on 950 Duroc pigs and identified genomic loci that may affect intramuscular fat (IMF) without changing backfat thickness (BF). Specific genetic variants were found to potentially improve IMF without altering BF, indicating valuable targets for molecular breeding of IMF in Duroc pigs.

ANIMAL GENETICS (2021)

Article Genetics & Heredity

Haplotype Block Analysis Reveals Candidate Genes and QTLs for Meat Quality and Disease Resistance in Chinese Jiangquhai Pig Breed

Favour Oluwapelumi Oyelami, Qingbo Zhao, Zhong Xu, Zhe Zhang, Hao Sun, Zhenyang Zhang, Peipei Ma, Qishan Wang, Yuchun Pan

FRONTIERS IN GENETICS (2020)

Article Biotechnology & Applied Microbiology

Identifying the unique characteristics of the Chinese indigenous pig breeds in the Yangtze River Delta region for precise conservation

Qing-bo Zhao, Favour Oluwapelumi Oyelami, Qamar Raza Qadri, Hao Sun, Zhong Xu, Qi-shan Wang, Yu-chun Pan

Summary: This study identified significant specific SNPs of 19 local Chinese pig breeds and 5 Western pig breeds using the partial least squares method. The results showed that Chinese local pig breeds like Hongdenglong, Huaibei, and others have significant specific SNPs, while Western pig breeds are more related to growth rate. The study provides insights into genetic differences among local Chinese and Western pig breeds for better conservation strategies in the future.

BMC GENOMICS (2021)

Article Genetics & Heredity

Conservation Priorities Analysis of Chinese Indigenous Pig Breeds in the Taihu Lake Region

Qing-bo Zhao, Eugenio Lopez-Cortegano, Favour Oluwapelumi Oyelami, Zhe Zhang, Pei-pei Ma, Qi-shan Wang, Yu-chun Pan

Summary: The study found that different indigenous pig breeds contribute differently to the gene and allelic diversity within and between subpopulations. Different conservation priorities can be set for these breeds based on different priority criteria.

FRONTIERS IN GENETICS (2021)

Article Biotechnology & Applied Microbiology

The construction of a haplotype reference panel using extremely low coverage whole genome sequences and its application in genome-wide association studies and genomic prediction in Duroc pigs

Zhe Zhang, Peipei Ma, Zhenyang Zhang, Zhen Wang, Qishan Wang, Yuchun Pan

Summary: The study utilized extremely low coverage whole genome sequencing (lcWGS) to construct a haplotype reference panel (lcHRP) for pigs, which significantly improved the accuracy of genomic prediction and identified more signals in genome-wide association study (GWAS) compared to traditional methods like SNP arrays.

GENOMICS (2022)

Article Multidisciplinary Sciences

PHARP: a pig haplotype reference panel for genotype imputation

Zhen Wang, Zhenyang Zhang, Zitao Chen, Jiabao Sun, Caiyun Cao, Fen Wu, Zhong Xu, Wei Zhao, Hao Sun, Longyu Guo, Zhe Zhang, Qishan Wang, Yuchun Pan

Summary: Pigs are not only a major meat source but also an important animal model for studying human traits. However, the lack of high-quality pig reference panels limits the application of genotype imputation. In response, the pig Haplotype Reference Panel (PHARP) database has been constructed, providing a large number of pig haplotypes and web-based tools.

SCIENTIFIC REPORTS (2022)

Article Genetics & Heredity

Estimation of Complex-Trait Prediction Accuracy from the Different Holo-Omics Interaction Models

Qamar Raza Qadri, Qingbo Zhao, Xueshuang Lai, Zhenyang Zhang, Wei Zhao, Yuchun Pan, Qishan Wang

Summary: This study examines the application of holo-omics framework in breeding programs and demonstrates the effectiveness of holo-omics interaction models through comparisons with real data, providing important insights into the structure of complex traits.
Article Genetics & Heredity

Genomic Signatures Reveal Breeding Effects of Lulai Pigs

Rui Cao, Jian Feng, Yuejin Xu, Yifei Fang, Wei Zhao, Zhenyang Zhang, Zhe Zhang, Meng Li, Qishan Wang, Yuchun Pan

Summary: This study investigated the genetic differences and introgression between Lulai pigs, Laiwu pigs, and Yorkshires, identifying significantly different genes and genomic regions. The findings reveal the genetic exchanges among these breeds and shed light on the molecular background of synthesized Lulai pig breeds.
Article Biochemical Research Methods

PyAGH: a python package to fast construct kinship matrices based on different levels of omic data

Wei Zhao, Qamar Raza Qadri, Zhenyang Zhang, Zhen Wang, Yuchun Pan, Qishan Wang, Zhe Zhang

Summary: This study developed a fast and user-friendly Python package, PyAGH, for calculating kinship matrices using pedigree, genotype, microbiome, and transcriptome data. It also provides functions for processing, analyzing, and visualizing the data and results. PyAGH integrates multiple methods for calculating kinship matrices and has advantages in terms of speed and data size compared to other software.

BMC BIOINFORMATICS (2023)

Article Genetics & Heredity

Molecular Design-Based Breeding: A Kinship Index-Based Selection Method for Complex Traits in Small Livestock Populations

Jiamin Gu, Jianwei Guo, Zhenyang Zhang, Yuejin Xu, Qamar Raza Qadri, Zhe Zhang, Zhen Wang, Qishan Wang, Yuchun Pan

Summary: Genomic selection techniques have improved animal breeding by enhancing the prediction accuracy of breeding values, especially for traits that are difficult to measure and have low heritability, as well as reducing generation intervals. However, the requirement to establish genetic reference populations can limit the application of GS in pig breeds with small populations. We proposed the kinship index based selection (KIS) method which overcomes this limitation and showed that it is feasible, particularly for small population sizes.
Article Agriculture, Dairy & Animal Science

Utilizing Variants Identified with Multiple Genome-Wide Association Study Methods Optimizes Genomic Selection for Growth Traits in Pigs

Ruifeng Zhang, Yi Zhang, Tongni Liu, Bo Jiang, Zhenyang Li, Youping Qu, Yaosheng Chen, Zhengcao Li

Summary: This study utilized three genome-wide association study methods to identify variants related to growth traits in pigs and performed genomic selection. The results showed that genomic best linear unbiased prediction (GBLUP) models with pre-selected variants significantly improved prediction accuracies compared to using 60K SNP-chip data, with improvements ranging from 4% to 46% for the four traits; and a two-kernel based GBLUP model showed improvements ranging from 5% to 27%.

ANIMALS (2023)

Article Agriculture, Dairy & Animal Science

Evaluation of the Genetic Diversity, Population Structure and Selection Signatures of Three Native Chinese Pig Populations

Ziqi Zhong, Ziyi Wang, Xinfeng Xie, Shuaishuai Tian, Feifan Wang, Qishan Wang, Shiheng Ni, Yuchun Pan, Qian Xiao

Summary: Protection of genetic diversity is crucial for the sustainable development of the animal industry. The genetic diversity and population structure of three Chinese indigenous pig populations in Hainan Province were assessed in this study using whole-genome sequencing data. The analysis revealed that native Chinese pig populations have higher genetic diversity compared to commercial pigs, and identified candidate genes associated with certain traits such as stress resistance.

ANIMALS (2023)

Article Agriculture, Dairy & Animal Science

A web tool for the global identification of pig breeds

Jian Miao, Zitao Chen, Zhenyang Zhang, Zhen Wang, Qishan Wang, Zhe Zhang, Yuchun Pan

Summary: In this study, researchers demonstrated that accurate identification of different pig breeds is possible using the web tool iDIGs.

GENETICS SELECTION EVOLUTION (2023)

Article Biochemistry & Molecular Biology

Heterozygosity and homozygosity regions affect reproductive success and the loss of reproduction: A case study with litter traits in pigs

Zitao Chen, Zhenyang Zhang, Zhen Wang, Zhe Zhang, Qishan Wang, Yuchun Pan

Summary: This study investigated the effects of ROHet and ROH on reproductive traits in pigs and identified candidate genes associated with reproductive performance. Through multi-omics analysis, the roles of these genes in mammalian reproductive performance were revealed. The findings are of significant importance for genetic improvement and understanding the function of ROHet and ROH in mammals.

COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL (2022)

暂无数据