Improving the regional Y-STR haplotype resolution utilizing haplogroup-determining Y-SNPs and the application of machine learning in Y-SNP haplogroup prediction in a forensic Y-STR database: A pilot study on male Chinese Yunnan Zhaoyang Han population.

Yin, Caiyong; He, Ziwei; Wang, Yi; He, Xi; Zhang, Xiao; Xia, Mingying; Zhai, Dian; Chang, Kaichuang; Chen, Xueyun; Chen, Xingneng; Chen, Feng; Jin, Li; Li, Shilin

Yin, Caiyong; He, Ziwei; Wang, Yi; He, Xi; Zhang, Xiao; Xia, Mingying; Zhai, Dian; Chang, Kaichuang; Chen, Xueyun; Chen, Xingneng; Chen, Feng; Jin, Li; Li, Shilin.

Afiliação

Yin C; Department of Anthropology and Human Genetics, School of Life Sciences, Fudan University, Shanghai 200438, China; Human Phenome Institute, Fudan University, Shanghai 200438, China.
He Z; Department of Anthropology and Human Genetics, School of Life Sciences, Fudan University, Shanghai 200438, China; Human Phenome Institute, Fudan University, Shanghai 200438, China.
Wang Y; Department of Anthropology and Human Genetics, School of Life Sciences, Fudan University, Shanghai 200438, China; Human Phenome Institute, Fudan University, Shanghai 200438, China.
He X; Department of Anthropology and Human Genetics, School of Life Sciences, Fudan University, Shanghai 200438, China; Human Phenome Institute, Fudan University, Shanghai 200438, China.
Zhang X; Department of Anthropology and Human Genetics, School of Life Sciences, Fudan University, Shanghai 200438, China; Human Phenome Institute, Fudan University, Shanghai 200438, China.
Xia M; Department of Anthropology and Human Genetics, School of Life Sciences, Fudan University, Shanghai 200438, China; Human Phenome Institute, Fudan University, Shanghai 200438, China.
Zhai D; Criminal Investigation Department of Yunnan Province, Kunming 650021, Yunnan, China.
Chang K; Public Security Bureau of Zhaotong City, Zhaotong 657000, Yunnan, China.
Chen X; Criminal Investigation Department of Yunnan Province, Kunming 650021, Yunnan, China.
Chen X; Public Security Bureau of Zhaotong City, Zhaotong 657000, Yunnan, China.
Chen F; Department of Forensic Medicine, Nanjing Medical University, Nanjing 211166, Jiangsu, China.
Jin L; Department of Anthropology and Human Genetics, School of Life Sciences, Fudan University, Shanghai 200438, China; Human Phenome Institute, Fudan University, Shanghai 200438, China. Electronic address: lijin@fudan.edu.cn.
Li S; State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, Shanghai 200438, China; Department of Forensic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China. Electronic addres

Forensic Sci Int Genet ; 57: 102659, 2022 03.

Article em En | MEDLINE | ID: mdl-35007855

Assuntos

Cromossomos Humanos Y; Polimorfismo de Nucleotídeo Único; China; Genética Populacional; Haplótipos; Humanos; Aprendizado de Máquina; Masculino; Repetições de Microssatélites; Projetos Piloto

Palavras-chave

Database development; Machine learning; Y-SNP haplogroup; Y-STR haplotype resolution

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Polimorfismo de Nucleotídeo Único / Cromossomos Humanos Y Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans / Male País/Região como assunto: Asia Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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