Breed identification using breed‑informative SNPs and machine learning based on whole genome sequence data and SNP chip dataOACSCD
Background Breed identification is useful in a variety of biological contexts.Breed identification usually involves two stages,i.e.,detection of breed-informative SNPs and breed assignment.For both stages,there are several me…查看全部>>
Changheng Zhao;Dan Wang;Jun Teng;Cheng Yang;Xinyi Zhang;Xianming Wei;Qin Zhang
Shandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention,College of Animal Science and Veterinary Medicine,Shandong Agricultural University,Tai’an 271018,ChinaShandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention,College of Animal Science and Veterinary Medicine,Shandong Agricultural University,Tai’an 271018,ChinaShandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention,College of Animal Science and Veterinary Medicine,Shandong Agricultural University,Tai’an 271018,ChinaShandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention,College of Animal Science and Veterinary Medicine,Shandong Agricultural University,Tai’an 271018,ChinaShandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention,College of Animal Science and Veterinary Medicine,Shandong Agricultural University,Tai’an 271018,ChinaShandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention,College of Animal Science and Veterinary Medicine,Shandong Agricultural University,Tai’an 271018,ChinaShandong Provincial Key Laboratory of Animal Biotechnology and Disease Control and Prevention,College of Animal Science and Veterinary Medicine,Shandong Agricultural University,Tai’an 271018,China
计算机与自动化
Breed identificationBreed-informative SNPsGenomic breed compositionMachine learningWhole genome sequence data
《畜牧与生物技术杂志:英文版》 2023 (5)
P.1941-1953,13
funded by National Key Research and Development Program of China(2021YFD1200404)the Yangzhou University Interdisciplinary Research Foundation for Animal Science Discipline of Targeted Support(yzuxk202016)the Project of Genetic Improvement for Agricultural Species(Dairy Cattle)of Shandong Province(2019LZGC011).
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