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GPOPSIM: a simulation tool for whole-genome genetic data

BACKGROUND: Population-wide genotypic and phenotypic data is frequently used to predict the disease risk or genetic/phenotypic values, or to localize genetic variations responsible for complex traits. GPOPSIM is a simulation tool for pedigree, phenotypes, and genomic data, with a variety of populati...

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Detalles Bibliográficos
Autores principales: Zhang, Zhe, Li, Xiujin, Ding, Xiangdong, Li, Jiaqi, Zhang, Qin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4328615/
https://www.ncbi.nlm.nih.gov/pubmed/25652552
http://dx.doi.org/10.1186/s12863-015-0173-4
Descripción
Sumario:BACKGROUND: Population-wide genotypic and phenotypic data is frequently used to predict the disease risk or genetic/phenotypic values, or to localize genetic variations responsible for complex traits. GPOPSIM is a simulation tool for pedigree, phenotypes, and genomic data, with a variety of population and genome structures and trait genetic architectures. It provides flexible parameter settings for a wide discipline of users, especially can simulate multiple genetically correlated traits with desired genetic parameters and underlying genetic architectures. RESULTS: The model implemented in GPOPSIM is presented, and the code has been made freely available to the community. Data simulated by GPOPSIM is a good mimic to the real data in terms of genome structure and trait underlying genetic architecture. CONCLUSIONS: GPOPSIM would be a useful tool for the methodological and theoretical studies in the population and quantitative genetics and breeding. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-015-0173-4) contains supplementary material, which is available to authorized users.