INRA, Génétique Animale et Biologie Intégrative, Jouy-en-Josas, France.
J Anim Breed Genet. 2012 Oct;129(5):417-21. doi: 10.1111/j.1439-0388.2011.00986.x. Epub 2012 Jan 23.
Simulations are a major tool to evaluate new statistical methods and optimize experimental designs in the genomic era. However, this can only be achieved when the simulations are close enough to reality, as well as diverse enough to be realistic. For mapping studies, it is thus critical to re-create as much as possible the forces generating linkage (mutation, random drift, changes in population sizes, selection and pedigree structure) and the mechanisms producing trait genetic architecture (additivity, dominance, epistasis). We present here a computer program (ldso) simulating these phenomena. Optional outputs provide statistics on the linkage disequilibrium (LD) structure and the identity by descent between chromosomal segments, facilitating further data analyses. Furthermore, ldso enables the simulation of genomic data in known pedigrees, which sticks as precisely as possible to recent population history and structures of the long-range LD, allowing optimization of fine-mapping strategies.
模拟是评估基因组时代新统计方法和优化实验设计的主要工具。然而,只有当模拟足够接近现实,并且多样化到具有现实意义时,这才能实现。对于图谱研究,因此至关重要的是尽可能多地再现产生连锁的力量(突变、随机漂变、种群大小变化、选择和系谱结构)以及产生性状遗传结构的机制(加性、显性、上位性)。我们在这里介绍一个模拟这些现象的计算机程序(ldso)。可选输出提供了关于连锁不平衡(LD)结构和染色体片段之间的同源性的统计信息,有助于进一步进行数据分析。此外,ldso 能够模拟已知系谱中的基因组数据,它尽可能精确地贴合最近的种群历史和长程 LD 的结构,从而优化精细映射策略。