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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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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 |
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author | Zhang, Zhe Li, Xiujin Ding, Xiangdong Li, Jiaqi Zhang, Qin |
author_facet | Zhang, Zhe Li, Xiujin Ding, Xiangdong Li, Jiaqi Zhang, Qin |
author_sort | Zhang, Zhe |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4328615 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43286152015-02-15 GPOPSIM: a simulation tool for whole-genome genetic data Zhang, Zhe Li, Xiujin Ding, Xiangdong Li, Jiaqi Zhang, Qin BMC Genet Software 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. BioMed Central 2015-02-05 /pmc/articles/PMC4328615/ /pubmed/25652552 http://dx.doi.org/10.1186/s12863-015-0173-4 Text en © Zhang et al. ; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Zhang, Zhe Li, Xiujin Ding, Xiangdong Li, Jiaqi Zhang, Qin GPOPSIM: a simulation tool for whole-genome genetic data |
title | GPOPSIM: a simulation tool for whole-genome genetic data |
title_full | GPOPSIM: a simulation tool for whole-genome genetic data |
title_fullStr | GPOPSIM: a simulation tool for whole-genome genetic data |
title_full_unstemmed | GPOPSIM: a simulation tool for whole-genome genetic data |
title_short | GPOPSIM: a simulation tool for whole-genome genetic data |
title_sort | gpopsim: a simulation tool for whole-genome genetic data |
topic | Software |
url | 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 |
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