@article{han_development_2026,
	title = {Development and application of a genotyping by target sequencing single-nucleotide polymorphism array panel in {Salix} suchowensis},
	issn = {1471-2164},
	url = {https://doi.org/10.1186/s12864-026-12690-2},
	doi = {10.1186/s12864-026-12690-2},
	abstract = {Salix suchowensis is an important species of Salix, known for its rapid growth property and wide application in environmental construction, ecological restoration, wicker production, and biomass energy production. Due to its significance as a sustainable biological resource, S. suchowensis has been the centre of intensive breeding. However, rapid improvement of growth and biomass has been hindered by a lack of genomic resources. To address this limitation, we designed a liquid-phase probe array by genotyping by target sequencing technology. Using whole-genome resequencing data, a total of 39,076 SNPs were selected for the array panel, consisting of trait-associated SNPs, intragenic SNPs, and intergenic SNPs. This panel was validated by genotyping 550 new samples, demonstrating high call rates and effective capture of the population structure. Genome-wide association analysis identified 72 SNPs associated with plant height and ground diameter. Additionally, the array panel shows a high potential for genomic selection, with high prediction accuracy for various traits. These results highlight the efficiency of this panel in capturing genomic variations that are highly valuable for future genetic research and breeding applications.},
	language = {en},
	urldate = {2026-03-09},
	journal = {BMC Genomics},
	author = {Han, Yu and Gu, Shaobo and Zhu, Mingjia and Liu, Wei and Feng, Landi and Yin, Tongming and Gao, Xuemeng and Zan, Yanjun and Huang, Rui and Ji, Yan and Liu, Jianquan},
	month = mar,
	year = {2026},
	keywords = {Genome-wide association study, Genomic selection, Ground diameter, Liquid-phase probe array, Plant height},
}

{"_id":"ZcEFbYTjQFCn2ZkL4","bibbaseid":"han-gu-zhu-liu-feng-yin-gao-zan-etal-developmentandapplicationofagenotypingbytargetsequencingsinglenucleotidepolymorphismarraypanelinsalixsuchowensis-2026","author_short":["Han, Y.","Gu, S.","Zhu, M.","Liu, W.","Feng, L.","Yin, T.","Gao, X.","Zan, Y.","Huang, R.","Ji, Y.","Liu, J."],"bibdata":{"bibtype":"article","type":"article","title":"Development and application of a genotyping by target sequencing single-nucleotide polymorphism array panel in Salix suchowensis","issn":"1471-2164","url":"https://doi.org/10.1186/s12864-026-12690-2","doi":"10.1186/s12864-026-12690-2","abstract":"Salix suchowensis is an important species of Salix, known for its rapid growth property and wide application in environmental construction, ecological restoration, wicker production, and biomass energy production. Due to its significance as a sustainable biological resource, S. suchowensis has been the centre of intensive breeding. However, rapid improvement of growth and biomass has been hindered by a lack of genomic resources. To address this limitation, we designed a liquid-phase probe array by genotyping by target sequencing technology. Using whole-genome resequencing data, a total of 39,076 SNPs were selected for the array panel, consisting of trait-associated SNPs, intragenic SNPs, and intergenic SNPs. This panel was validated by genotyping 550 new samples, demonstrating high call rates and effective capture of the population structure. Genome-wide association analysis identified 72 SNPs associated with plant height and ground diameter. Additionally, the array panel shows a high potential for genomic selection, with high prediction accuracy for various traits. These results highlight the efficiency of this panel in capturing genomic variations that are highly valuable for future genetic research and breeding applications.","language":"en","urldate":"2026-03-09","journal":"BMC Genomics","author":[{"propositions":[],"lastnames":["Han"],"firstnames":["Yu"],"suffixes":[]},{"propositions":[],"lastnames":["Gu"],"firstnames":["Shaobo"],"suffixes":[]},{"propositions":[],"lastnames":["Zhu"],"firstnames":["Mingjia"],"suffixes":[]},{"propositions":[],"lastnames":["Liu"],"firstnames":["Wei"],"suffixes":[]},{"propositions":[],"lastnames":["Feng"],"firstnames":["Landi"],"suffixes":[]},{"propositions":[],"lastnames":["Yin"],"firstnames":["Tongming"],"suffixes":[]},{"propositions":[],"lastnames":["Gao"],"firstnames":["Xuemeng"],"suffixes":[]},{"propositions":[],"lastnames":["Zan"],"firstnames":["Yanjun"],"suffixes":[]},{"propositions":[],"lastnames":["Huang"],"firstnames":["Rui"],"suffixes":[]},{"propositions":[],"lastnames":["Ji"],"firstnames":["Yan"],"suffixes":[]},{"propositions":[],"lastnames":["Liu"],"firstnames":["Jianquan"],"suffixes":[]}],"month":"March","year":"2026","keywords":"Genome-wide association study, Genomic selection, Ground diameter, Liquid-phase probe array, Plant height","bibtex":"@article{han_development_2026,\n\ttitle = {Development and application of a genotyping by target sequencing single-nucleotide polymorphism array panel in {Salix} suchowensis},\n\tissn = {1471-2164},\n\turl = {https://doi.org/10.1186/s12864-026-12690-2},\n\tdoi = {10.1186/s12864-026-12690-2},\n\tabstract = {Salix suchowensis is an important species of Salix, known for its rapid growth property and wide application in environmental construction, ecological restoration, wicker production, and biomass energy production. Due to its significance as a sustainable biological resource, S. suchowensis has been the centre of intensive breeding. However, rapid improvement of growth and biomass has been hindered by a lack of genomic resources. To address this limitation, we designed a liquid-phase probe array by genotyping by target sequencing technology. Using whole-genome resequencing data, a total of 39,076 SNPs were selected for the array panel, consisting of trait-associated SNPs, intragenic SNPs, and intergenic SNPs. This panel was validated by genotyping 550 new samples, demonstrating high call rates and effective capture of the population structure. Genome-wide association analysis identified 72 SNPs associated with plant height and ground diameter. Additionally, the array panel shows a high potential for genomic selection, with high prediction accuracy for various traits. These results highlight the efficiency of this panel in capturing genomic variations that are highly valuable for future genetic research and breeding applications.},\n\tlanguage = {en},\n\turldate = {2026-03-09},\n\tjournal = {BMC Genomics},\n\tauthor = {Han, Yu and Gu, Shaobo and Zhu, Mingjia and Liu, Wei and Feng, Landi and Yin, Tongming and Gao, Xuemeng and Zan, Yanjun and Huang, Rui and Ji, Yan and Liu, Jianquan},\n\tmonth = mar,\n\tyear = {2026},\n\tkeywords = {Genome-wide association study, Genomic selection, Ground diameter, Liquid-phase probe array, Plant height},\n}\n\n\n\n","author_short":["Han, Y.","Gu, S.","Zhu, M.","Liu, W.","Feng, L.","Yin, T.","Gao, X.","Zan, Y.","Huang, R.","Ji, Y.","Liu, J."],"key":"han_development_2026","id":"han_development_2026","bibbaseid":"han-gu-zhu-liu-feng-yin-gao-zan-etal-developmentandapplicationofagenotypingbytargetsequencingsinglenucleotidepolymorphismarraypanelinsalixsuchowensis-2026","role":"author","urls":{"Paper":"https://doi.org/10.1186/s12864-026-12690-2"},"keyword":["Genome-wide association study","Genomic selection","Ground diameter","Liquid-phase probe array","Plant height"],"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://bibbase.org/zotero/upscpub","dataSources":["9cGcv2t8pRzC92kzs"],"keywords":["genome-wide association study","genomic selection","ground diameter","liquid-phase probe array","plant height"],"search_terms":["development","application","genotyping","target","sequencing","single","nucleotide","polymorphism","array","panel","salix","suchowensis","han","gu","zhu","liu","feng","yin","gao","zan","huang","ji","liu"],"title":"Development and application of a genotyping by target sequencing single-nucleotide polymorphism array panel in Salix suchowensis","year":2026}