4.5 Article

Genome-wide detection of signatures of selection in Korean Hanwoo cattle

Journal

ANIMAL GENETICS
Volume 45, Issue 2, Pages 180-190

Publisher

WILEY
DOI: 10.1111/age.12119

Keywords

bos indicus; bos taurus; selection; SNP; speciation

Funding

  1. Next-Generation BioGreen 21 Program, Rural Development Administration, Republic of Korea [PJ008196]

Ask authors/readers for more resources

The Korean Hanwoo cattle have been intensively selected for production traits, especially high intramuscular fat content. It is believed that ancient crossings between different breeds contributed to forming the Hanwoo, but little is known about the genomic differences and similarities between other cattle breeds and the Hanwoo. In this work, cattle breeds were grouped by origin into four types and used for comparisons: the Europeans (represented by six breeds), zebu (Nelore), African taurine (N'Dama) and Hanwoo. All animals had genotypes for around 680000 SNPs after quality control of genotypes. Average heterozygosity was lower in Nelore and N'Dama (0.22 and 0.21 respectively) than in Europeans (0.26-0.31, with Shorthorn as outlier at 0.24) and Hanwoo (0.29). Pairwise F-ST analyses demonstrated that Hanwoo are more related to European cattle than to Nelore, with N'Dama in an intermediate position. This finding was corroborated by principal components and unsupervised hierarchical clustering. Using genome-wide smoothed F-ST, 55 genomic regions potentially under positive selection in Hanwoo were identified. Among these, 29 were regions also detected in previous studies. Twenty-four regions were exclusive to Hanwoo, and a number of other regions were shared with one or two of the other groups. These regions overlap a number of genes that are related to immune, reproduction and fatty acid metabolism pathways. Further analyses are needed to better characterize the ancestry of the Hanwoo cattle and to define the genes responsible to the identified selection peaks.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.5
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Biotechnology & Applied Microbiology

Introgression, admixture, and selection facilitate genetic adaptation to high-altitude environments in cattle

Xiuge Wang, Zhihua Ju, Qiang Jiang, Jifeng Zhong, Chengkun Liu, Jinpeng Wang, Jesse L. Hoff, Robert D. Schnabel, Han Zhao, Yaping Gao, Wenhao Liu, Lingling Wang, Yundong Gao, Chunhong Yang, Minghai Hou, Ning Huang, Luciana C. A. Regitano, Laercio R. Porto-Neto, Jared E. Decker, Jeremy F. Taylor, Jinming Huang

Summary: The domestication and subsequent selection of cattle led to the partitioning of ancestral genetic diversity into distinct modern lineages, with detectable genome-wide signatures of adaptation to extreme environments. The study identified the influence of Bos grunniens and Bos javanicus on the formation of Chinese indicine breeds and revealed introgression, admixture, and migration in most of the Chinese breeds. Selection signature analyses highlighted candidate genes and pathways involved in hypoxia adaptation, and suggested that high altitude adaptation involved introgression of alleles from high-altitude adapted yaks into Chinese Bos taurus taurus.

GENOMICS (2021)

Article Genetics & Heredity

Meta-Analysis of Heifer Traits Identified Reproductive Pathways in Bos indicus Cattle

Muhammad S. Tahir, Laercio R. Porto-Neto, Cedric Gondro, Olasege B. Shittu, Kimberley Wockner, Tan W. L. Andre, Hugo R. Smith, Gabriela C. Gouveia, Jagish Kour, Marina R. S. Fortes

Summary: Genomic regions associated with heifer fertility were identified through GWAS and multi-trait meta-analysis, leading to the discovery of numerous candidate genes related to known fertility pathways. Functional enrichment analysis highlighted the importance of various signaling pathways in reproductive performance of Brahman cattle.

GENES (2021)

Article Biotechnology & Applied Microbiology

Genome-wide recombination map construction from single sperm sequencing in cattle

Liu Yang, Yahui Gao, Mingxun Li, Ki-Eun Park, Shuli Liu, Xiaolong Kang, Mei Liu, Adam Oswalt, Lingzhao Fang, Bhanu P. Telugu, Charles G. Sattler, Cong-Jun Li, John B. Cole, Eyal Seroussi, Lingyang Xu, Lv Yang, Yang Zhou, Li Li, Hongping Zhang, Benjamin D. Rosen, Curtis P. Van Tassell, Li Ma, George E. Liu

Summary: This study conducted the first large-scale whole-genome sequencing of single sperm in livestock, revealing the distribution patterns of meiotic recombination in cattle sperm genomes. The findings provide valuable information for future studies on meiotic recombination, genome instability, and male infertility.

BMC GENOMICS (2022)

Article Biotechnology & Applied Microbiology

Towards the detection of copy number variation from single sperm sequencing in cattle

Liu Yang, Yahui Gao, Adam Oswalt, Lingzhao Fang, Clarissa Boschiero, Mahesh Neupane, Charles G. Sattler, Cong-Jun Li, Eyal Seroussi, Lingyang Xu, Lv Yang, Li Li, Hongping Zhang, Benjamin D. Rosen, Curtis P. Van Tassell, Yang Zhou, Li Ma, George E. Liu

Summary: This study used single-cell sequencing to predict CNV events in individual sperms of two Holstein bulls and compared the results with bulk-cell sequencing. The results showed that although only some of the single sperm CNVs were validated by trio CNVs, they still had significant associations with chromosomal distribution patterns and segmental duplications.

BMC GENOMICS (2022)

Article Genetics & Heredity

Variants Within Genes EDIL3 and ADGRB3 are Associated With Divergent Fecal Egg Counts in Katahdin Sheep at Weaning

Gabrielle M. Becker, Joan M. Burke, Ronald M. Lewis, James E. Miller, James L. M. Morgan, Benjamin D. Rosen, Curtis P. Van Tassell, David R. Notter, Brenda M. Murdoch

Summary: Gastrointestinal nematodes pose a severe threat to sheep production. Drug resistance and environmental concerns have led to the exploration of alternative control methods. This study identified genetic variants associated with resistance to nematode infection in Katahdin sheep, providing insights into the genetic mechanisms of host response to nematodes.

FRONTIERS IN GENETICS (2022)

Article Genetics & Heredity

A multi-tissue atlas of regulatory variants in cattle

Shuli Liu, Yahui Gao, Oriol Canela-Xandri, Sheng Wang, Ying Yu, Wentao Cai, Bingjie Li, Ruidong Xiang, Amanda J. Chamberlain, Erola Pairo-Castineira, Kenton D'Mellow, Konrad Rawlik, Charley Xia, Yuelin Yao, Pau Navarro, Dominique Rocha, Xiujin Li, Ze Yan, Congjun Li, Benjamin D. Rosen, Curtis P. Van Tassell, Paul M. Vanraden, Shengli Zhang, Li Ma, John B. Cole, George E. Liu, Albert Tenesa, Lingzhao Fang

Summary: Characterizing genetic regulatory variants that affect livestock gene expression is crucial for understanding the molecular mechanisms underlying economically important traits and improving genetic gain through artificial selection. In this study, we construct a Cattle Genotype-Tissue Expression atlas based on publicly available RNA-sequencing samples to provide valuable resources for the research community. We analyze the transcriptomic landscape of over 100 tissues/cell types, identify genetic associations with gene expression and alternative splicing in 23 distinct tissues, and investigate the functional implications of these regulatory effects using multiomics data. Additionally, we link gene expression in different tissues to 43 economically important traits in cattle, decoding the molecular regulatory mechanisms underlying these agronomic traits. The integration with genome-wide association studies also allows us to identify candidate genes and variants associated with these economically important traits.

NATURE GENETICS (2022)

Article Genetics & Heredity

Statistical Methods Revisited for Estimating Daily Milk Yields: How Well do They Work?

Xiao-Lin Wu, George R. Wiggans, H. Duane Norman, Asha M. Miles, Curtis P. Van Tassell, Ransom L. Baldwin, Javier Burchard, Joao Durr

Summary: This study evaluated the performance of various statistical methods for estimating daily milk yields (DMY) in Holstein and Jersey cows and found that the MCF and linear regression models had smaller biases and higher accuracies for estimating DMY.

FRONTIERS IN GENETICS (2022)

Article Biotechnology & Applied Microbiology

Correlation scan: identifying genomic regions that affect genetic correlations applied to fertility traits

Babatunde S. Olasege, Laercio R. Porto-Neto, Muhammad S. Tahir, Gabriela C. Gouveia, Angela Canovas, Ben J. Hayes, Marina R. S. Fortes

Summary: This study identified local genomic regions associated with the genetic correlations between male and female fertility traits using a novel framework called correlation scan (CS). The results highlighted the polygenic nature of these traits and pointed to genes of interest, providing insights into the trade-offs between male and female fertility for further investigation.

BMC GENOMICS (2022)

Article Biochemistry & Molecular Biology

Assembly of a pangenome for global cattle reveals missing sequences and novel structural variations, providing new insights into their diversity and evolutionary history

Yang Zhou, Lv Yang, Xiaotao Han, Jiazheng Han, Yan Hu, Fan Li, Han Xia, Lingwei Peng, Clarissa Boschiero, Benjamin D. Rosen, Derek M. Bickhart, Shujun Zhang, Aizhen Guo, Curtis P. Van Tassell, Timothy P. L. Smith, Liguo Yang, George E. Liu

Summary: A cattle pangenome representation was created based on the genome sequences of 898 cattle representing 57 breeds. The pangenome identified novel sequence and structural variants, providing valuable insights into the diversity and evolutionary history of cattle.

GENOME RESEARCH (2022)

Article Agriculture, Dairy & Animal Science

Utility of multi-omics data to inform genomic prediction of heifer fertility traits

Muhammad S. Tahir, Laercio R. Porto-Neto, Toni Reverter-Gomez, Babatunde S. Olasege, Mirza R. Sajid, Kimberley B. Wockner, Andre W. L. Tan, Marina R. S. Fortes

Summary: Biologically informed SNP set did not show significantly better performance in predicting fertility traits in Tropical Composites compared to other SNP sets, but it captured all observed genetic variance when modeled together with biologically uninformed SNP set.

JOURNAL OF ANIMAL SCIENCE (2022)

Article Multidisciplinary Sciences

PreciseEdge raster RGB image segmentation algorithm reduces user input for livestock digital body measurements highly correlated to real-world measurements

M. Jennifer Woodward-Greene, Jason M. Kinser, Tad S. Sonstegard, Johann Soelkner, Iosif I. Vaisman, Curtis P. Van Tassell

Summary: Computer vision is a tool that can provide livestock producers with digital body measurements important for animal health and production. The scarcity of labeled training data sets poses a challenge in building these tools. To address this, the PreciseEdge image segmentation algorithm is introduced, which employs a standard image collection protocol and a semi-automated image labeling method for efficient and accurate body measurement extraction.

PLOS ONE (2022)

Article Agriculture, Dairy & Animal Science

Changes in genetic trends in US dairy cattle since the implementation of genomic selection

F. L. Guinan, G. R. Wiggans, H. D. Norman, J. W. Durr, J. B. Cole, C. P. Van Tassell, I. Misztal, D. Lourenco

Summary: Genomic selection accelerates genetic changes in populations by increasing accuracy and decreasing generation interval. The genetic gain and inbreeding levels of US dairy cattle breeds since the implementation of genomic evaluations in 2009 were examined. The Holstein and Jersey breeds have seen the most significant increase in genetic gain since then.

JOURNAL OF DAIRY SCIENCE (2023)

Review Agriculture, Dairy & Animal Science

Invited review: Reliability computation from the animal model era to the single-step genomic model era

Hafedh Ben Zaabza, Curtis P. Van Tassell, Jeremie Vandenplas, Paul VanRaden, Zengting Liu, Herwin Eding, Stephanie McKay, Katrine Haugaard, Martin H. Lidauer, Esa A. Mantysaari, Ismo Stranden

Summary: This paper provides an overview of different methods and computational approaches for calculating reliability, from the animal model era to the single-step genomic model era. It also discusses the challenges faced in reliability computation and presents efficient and accurate algorithms developed recently for large-scale genomic evaluations.

JOURNAL OF DAIRY SCIENCE (2023)

Article Multidisciplinary Sciences

Multi-breed genomic predictions and functional variants for fertility of tropical bulls

Laercio R. Porto-Neto, Pamela A. Alexandre, Nicholas J. Hudson, John Bertram, Sean M. McWilliam, Andre W. L. Tan, Marina R. S. Fortes, Michael R. McGowan, Ben J. Hayes, Antonio Reverter

Summary: Worldwide, the identification and selection of fertile bulls plays a crucial role in beef production. In this study, fertility-related phenotypes and high-density DNA genotypes were collected for thousands of bulls from six tropical breeds, revealing both genetic correlations and the importance of breed representation for accurate genomic estimated breeding values. Several candidate genes associated with bull fertility traits were identified, contributing to early-life selection and genetic improvement strategies. This study also enhances our knowledge of the molecular basis of male fertility in mammals.

PLOS ONE (2023)

Article Agriculture, Dairy & Animal Science

Morphometric Characterization of Local Goat Breeds in Two Agroecological Zones of Burkina Faso, West Africa

Badjibassa Akounda, Dominique Ouedraogo, Albert Soudre, Pamela A. Burger, Benjamin D. Rosen, Curtis P. Van Tassell, Johann Soelkner

Summary: This study explores the morphological differences between different goat populations in Burkina Faso using morphometric traits. The results show that there is no strict distinction between the two populations, indicating a close genetic relationship. Four groups were identified based on body size, representing the main breeds and their crosses. These different goat morphotypes are the result of farmers breeding practices. The study highlights the need for sustainable genetic improvement approaches for the use of these adapted local goat genetic resources.

ANIMALS (2023)

No Data Available