Genome-wide Target Enrichment-aided Chip Design: a 66 K SNP Chip for Cashmere Goat

Abstract Compared with the commercially available single nucleotide polymorphism (SNP) chip based on the Bead Chip technology, the solution hybrid selection (SHS)-based target enrichment SNP chip is not only design-flexible, but also cost-effective for genotype sequencing. In this study, we propose...

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Main Authors: Xian Qiao, Rui Su, Yang Wang, Ruijun Wang, Ting Yang, Xiaokai Li, Wei Chen, Shiyang He, Yu Jiang, Qiwu Xu, Wenting Wan, Yaolei Zhang, Wenguang Zhang, Jiang Chen, Bin Liu, Xin Liu, Yixing Fan, Duoyuan Chen, Huaizhi Jiang, Dongming Fang, Zhihong Liu, Xiaowen Wang, Yanjun Zhang, Danqing Mao, Zhiying Wang, Ran Di, Qianjun Zhao, Tao Zhong, Huanming Yang, Jian Wang, Wen Wang, Yang Dong, Xiaoli Chen, Xun Xu, Jinquan Li
Format: Article
Language:English
Published: Nature Publishing Group 2017-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-09285-z
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spelling doaj-305b6b80156c4ed4bb452744fb5087772020-12-08T00:51:17ZengNature Publishing GroupScientific Reports2045-23222017-08-017111310.1038/s41598-017-09285-zGenome-wide Target Enrichment-aided Chip Design: a 66 K SNP Chip for Cashmere GoatXian Qiao0Rui Su1Yang Wang2Ruijun Wang3Ting Yang4Xiaokai Li5Wei Chen6Shiyang He7Yu Jiang8Qiwu Xu9Wenting Wan10Yaolei Zhang11Wenguang Zhang12Jiang Chen13Bin Liu14Xin Liu15Yixing Fan16Duoyuan Chen17Huaizhi Jiang18Dongming Fang19Zhihong Liu20Xiaowen Wang21Yanjun Zhang22Danqing Mao23Zhiying Wang24Ran Di25Qianjun Zhao26Tao Zhong27Huanming Yang28Jian Wang29Wen Wang30Yang Dong31Xiaoli Chen32Xun Xu33Jinquan Li34College of Animal Science, Inner Mongolia Agricultural University, HohhotCollege of Animal Science, Inner Mongolia Agricultural University, HohhotChina National GeneBank, BGI-ShenzhenCollege of Animal Science, Inner Mongolia Agricultural University, HohhotChina National GeneBank, BGI-ShenzhenCollege of Animal Science, Inner Mongolia Agricultural University, HohhotCollege of Biological big data, Yunnan Agriculture UniversityBGI-ShenzhenCollege of Animal Science and Technology, Northwest A&F UniversityChina National GeneBank, BGI-ShenzhenCenter for Ecological and Environmental Sciences, Key Laboratory for Space Bioscience & Biotechnology, Northwestern Polytechnical UniversityChina National GeneBank, BGI-ShenzhenCollege of Animal Science, Inner Mongolia Agricultural University, HohhotChina National GeneBank, BGI-ShenzhenInstitute of Animal Husbandry, Academy of Agriculture and Stockbreeding Sciences, HohhotChina National GeneBank, BGI-ShenzhenCollege of Animal Science, Inner Mongolia Agricultural University, HohhotBGI-ShenzhenCollege of Animal Science and Technology, Jilin Agricultural UniversityBGI-ShenzhenCollege of Animal Science, Inner Mongolia Agricultural University, HohhotBGI-ShenzhenCollege of Animal Science, Inner Mongolia Agricultural University, HohhotBGI-ShenzhenCollege of Animal Science, Inner Mongolia Agricultural University, HohhotThe Key Laboratory for Farm Animal Genetic Resources and Utilization of Ministry of Agriculture of China, Institute of Animal Science (IAS), Chinese Academy of Agricultural Sciences (CAAS)The Key Laboratory for Farm Animal Genetic Resources and Utilization of Ministry of Agriculture of China, Institute of Animal Science (IAS), Chinese Academy of Agricultural Sciences (CAAS)Institute of Animal Genetics and Breeding, Sichuan Agricultural UniversityBGI-ShenzhenBGI-ShenzhenState Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of SciencesBGI-ShenzhenChina National GeneBank, BGI-ShenzhenChina National GeneBank, BGI-ShenzhenCollege of Animal Science, Inner Mongolia Agricultural University, HohhotAbstract Compared with the commercially available single nucleotide polymorphism (SNP) chip based on the Bead Chip technology, the solution hybrid selection (SHS)-based target enrichment SNP chip is not only design-flexible, but also cost-effective for genotype sequencing. In this study, we propose to design an animal SNP chip using the SHS-based target enrichment strategy for the first time. As an update to the international collaboration on goat research, a 66 K SNP chip for cashmere goat was created from the whole-genome sequencing data of 73 individuals. Verification of this 66 K SNP chip with the whole-genome sequencing data of 436 cashmere goats showed that the SNP call rates was between 95.3% and 99.8%. The average sequencing depth for target SNPs were 40X. The capture regions were shown to be 200 bp that flank target SNPs. This chip was further tested in a genome-wide association analysis of cashmere fineness (fiber diameter). Several top hit loci were found marginally associated with signaling pathways involved in hair growth. These results demonstrate that the 66 K SNP chip is a useful tool in the genomic analyses of cashmere goats. The successful chip design shows that the SHS-based target enrichment strategy could be applied to SNP chip design in other species.https://doi.org/10.1038/s41598-017-09285-z
collection DOAJ
language English
format Article
sources DOAJ
author Xian Qiao
Rui Su
Yang Wang
Ruijun Wang
Ting Yang
Xiaokai Li
Wei Chen
Shiyang He
Yu Jiang
Qiwu Xu
Wenting Wan
Yaolei Zhang
Wenguang Zhang
Jiang Chen
Bin Liu
Xin Liu
Yixing Fan
Duoyuan Chen
Huaizhi Jiang
Dongming Fang
Zhihong Liu
Xiaowen Wang
Yanjun Zhang
Danqing Mao
Zhiying Wang
Ran Di
Qianjun Zhao
Tao Zhong
Huanming Yang
Jian Wang
Wen Wang
Yang Dong
Xiaoli Chen
Xun Xu
Jinquan Li
spellingShingle Xian Qiao
Rui Su
Yang Wang
Ruijun Wang
Ting Yang
Xiaokai Li
Wei Chen
Shiyang He
Yu Jiang
Qiwu Xu
Wenting Wan
Yaolei Zhang
Wenguang Zhang
Jiang Chen
Bin Liu
Xin Liu
Yixing Fan
Duoyuan Chen
Huaizhi Jiang
Dongming Fang
Zhihong Liu
Xiaowen Wang
Yanjun Zhang
Danqing Mao
Zhiying Wang
Ran Di
Qianjun Zhao
Tao Zhong
Huanming Yang
Jian Wang
Wen Wang
Yang Dong
Xiaoli Chen
Xun Xu
Jinquan Li
Genome-wide Target Enrichment-aided Chip Design: a 66 K SNP Chip for Cashmere Goat
Scientific Reports
author_facet Xian Qiao
Rui Su
Yang Wang
Ruijun Wang
Ting Yang
Xiaokai Li
Wei Chen
Shiyang He
Yu Jiang
Qiwu Xu
Wenting Wan
Yaolei Zhang
Wenguang Zhang
Jiang Chen
Bin Liu
Xin Liu
Yixing Fan
Duoyuan Chen
Huaizhi Jiang
Dongming Fang
Zhihong Liu
Xiaowen Wang
Yanjun Zhang
Danqing Mao
Zhiying Wang
Ran Di
Qianjun Zhao
Tao Zhong
Huanming Yang
Jian Wang
Wen Wang
Yang Dong
Xiaoli Chen
Xun Xu
Jinquan Li
author_sort Xian Qiao
title Genome-wide Target Enrichment-aided Chip Design: a 66 K SNP Chip for Cashmere Goat
title_short Genome-wide Target Enrichment-aided Chip Design: a 66 K SNP Chip for Cashmere Goat
title_full Genome-wide Target Enrichment-aided Chip Design: a 66 K SNP Chip for Cashmere Goat
title_fullStr Genome-wide Target Enrichment-aided Chip Design: a 66 K SNP Chip for Cashmere Goat
title_full_unstemmed Genome-wide Target Enrichment-aided Chip Design: a 66 K SNP Chip for Cashmere Goat
title_sort genome-wide target enrichment-aided chip design: a 66 k snp chip for cashmere goat
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-08-01
description Abstract Compared with the commercially available single nucleotide polymorphism (SNP) chip based on the Bead Chip technology, the solution hybrid selection (SHS)-based target enrichment SNP chip is not only design-flexible, but also cost-effective for genotype sequencing. In this study, we propose to design an animal SNP chip using the SHS-based target enrichment strategy for the first time. As an update to the international collaboration on goat research, a 66 K SNP chip for cashmere goat was created from the whole-genome sequencing data of 73 individuals. Verification of this 66 K SNP chip with the whole-genome sequencing data of 436 cashmere goats showed that the SNP call rates was between 95.3% and 99.8%. The average sequencing depth for target SNPs were 40X. The capture regions were shown to be 200 bp that flank target SNPs. This chip was further tested in a genome-wide association analysis of cashmere fineness (fiber diameter). Several top hit loci were found marginally associated with signaling pathways involved in hair growth. These results demonstrate that the 66 K SNP chip is a useful tool in the genomic analyses of cashmere goats. The successful chip design shows that the SHS-based target enrichment strategy could be applied to SNP chip design in other species.
url https://doi.org/10.1038/s41598-017-09285-z
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