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纯种和杂交猪(Sus scrofa)群体中的连锁不平衡模式及相位持续性

Linkage disequilibrium patterns and persistence of phase in purebred and crossbred pig (Sus scrofa) populations.

作者信息

Veroneze Renata, Bastiaansen John W M, Knol Egbert F, Guimarães Simone E F, Silva Fabyano F, Harlizius Barbara, Lopes Marcos S, Lopes Paulo S

机构信息

Departamento de Zootecnia, Universidade Federal de Viçosa, Av. PH Holfs, Viçosa, 36570-000, MG, Brazil.

Animal Breeding and Genomics Centre, Wageningen University, Droevendaalsesteeg 1, Wageningen, 6708 PB, The Netherlands.

出版信息

BMC Genet. 2014 Nov 25;15:126. doi: 10.1186/s12863-014-0126-3.

Abstract

BACKGROUND

Genomic selection and genomic wide association studies are widely used methods that aim to exploit the linkage disequilibrium (LD) between markers and quantitative trait loci (QTL). Securing a sufficiently large set of genotypes and phenotypes can be a limiting factor that may be overcome by combining data from multiple breeds or using crossbred information. However, the estimated effect of a marker in one breed or a crossbred can only be useful for the selection of animals in another breed if there is a correspondence of the phase between the marker and the QTL across breeds. Using data of five pure pig (Sus scrofa) lines (SL1, SL2, SL3, DL1, DL2), one F1 cross (DLF1) and two commercial finishing crosses (TER1 and TER2), the objectives of this study were: (i) to compare the equality of LD decay curves of different pig populations; and (ii) to evaluate the persistence of the LD phase across lines or final crosses.

RESULTS

Almost all of the lines presented different extents of LD, except for the SL2 and DL3, both of which exhibited the same extent of LD. Similar levels of LD over large distances were found in crossbred and pure lines. The crossbred animals (DLF1, TER1 and TER2) presented a high persistence of phase with their parental lines, suggesting that the available porcine single nucleotide polymorphism (SNP) chip should be dense enough to include markers that have the same LD phase with QTL across crossbred and parental pure lines. The persistence of phase across pure lines varied considerably between the different line comparisons; however, correlations were above 0.8 for all line comparisons when marker distances were smaller than 50 kb.

CONCLUSIONS

This study showed that crossbred populations could be very useful as a reference for the selection of pure lines by means of the available SNP chip panel. Here, we also pinpoint pure lines that could be combined in a multiline training population. However, if multiline reference populations are used for genomic selection, the required density of SNP panels should be higher compared with a single breed reference population.

摘要

背景

基因组选择和全基因组关联研究是广泛应用的方法,旨在利用标记与数量性状基因座(QTL)之间的连锁不平衡(LD)。获取足够大的基因型和表型数据集可能是一个限制因素,通过合并多个品种的数据或使用杂交信息可以克服这一限制。然而,只有当标记与QTL之间的相位在不同品种间具有对应关系时,一个品种或杂交种中标记的估计效应才对另一品种动物的选择有用。利用五个纯猪(Sus scrofa)品系(SL1、SL2、SL3、DL1、DL2)、一个F1杂交种(DLF1)以及两个商品育肥杂交种(TER1和TER2)的数据,本研究的目的是:(i)比较不同猪群体LD衰减曲线的一致性;(ii)评估LD相位在品系或最终杂交种间的持续性。

结果

几乎所有品系都呈现出不同程度的LD,除了SL2和DL3,它们表现出相同程度的LD。在杂交种和纯系中发现了在大距离上相似水平的LD。杂交动物(DLF1、TER1和TER2)与其亲本系呈现出较高的相位持续性,这表明现有的猪单核苷酸多态性(SNP)芯片应足够密集,以包含在杂交种和亲本纯系中与QTL具有相同LD相位的标记。纯系间相位的持续性在不同品系比较中差异很大;然而,当标记距离小于50 kb时,所有品系比较的相关性均高于0.8。

结论

本研究表明,杂交群体可以作为利用现有SNP芯片组选择纯系的非常有用的参考。在此我们还确定了可以组合成多品系训练群体的纯系。然而,如果将多品系参考群体用于基因组选择,与单一品种参考群体相比,所需的SNP芯片密度应更高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b19f/4261888/aa51747e99ce/12863_2014_126_Fig1_HTML.jpg

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