4.4 Article

GPOPSIM: a simulation tool for whole-genome genetic data

期刊

BMC GENETICS
卷 16, 期 -, 页码 -

出版社

BMC
DOI: 10.1186/s12863-015-0173-4

关键词

Data simulation; SNP; Pedigree; Multiple traits; Mutation-drift equilibrium; Genetic correlation

资金

  1. National Natural Science Foundation of China [31200925, 31272418, 31371258]
  2. Program for Changjiang Scholar and Innovation Research Team in University [IRT1191]
  3. earmarked fund for China Agriculture Research System [CARS-36]
  4. Ph.D. Programs Foundation (the Doctoral Fund) of Ministry of Education of China [20124404120001]
  5. Beijing City Committee of Science and Technology Key Project

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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.

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