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对肉用型和蛋用型鸡系中遗传变异和潜在选择区域的全基因组特征分析。

Genome-wide characterization of genetic variants and putative regions under selection in meat and egg-type chicken lines.

机构信息

Animal Biotechnology Laboratory, Animal Science Department, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, SP, 13418-900, Brazil.

Noble Reserch Institute, 2510 Sam Noble Parkway, Ardmore, Oklahoma, 73401, USA.

出版信息

BMC Genomics. 2018 Jan 25;19(1):83. doi: 10.1186/s12864-018-4444-0.

Abstract

BACKGROUND

Meat and egg-type chickens have been selected for several generations for different traits. Artificial and natural selection for different phenotypes can change frequency of genetic variants, leaving particular genomic footprints throghtout the genome. Thus, the aims of this study were to sequence 28 chickens from two Brazilian lines (meat and white egg-type) and use this information to characterize genome-wide genetic variations, identify putative regions under selection using Fst method, and find putative pathways under selection.

RESULTS

A total of 13.93 million SNPs and 1.36 million INDELs were identified, with more variants detected from the broiler (meat-type) line. Although most were located in non-coding regions, we identified 7255 intolerant non-synonymous SNPs, 512 stopgain/loss SNPs, 1381 frameshift and 1094 non-frameshift INDELs that may alter protein functions. Genes harboring intolerant non-synonymous SNPs affected metabolic pathways related mainly to reproduction and endocrine systems in the white-egg layer line, and lipid metabolism and metabolic diseases in the broiler line. Fst analysis in sliding windows, using SNPs and INDELs separately, identified over 300 putative regions of selection overlapping with more than 250 genes. For the first time in chicken, INDEL variants were considered for selection signature analysis, showing high level of correlation in results between SNP and INDEL data. The putative regions of selection signatures revealed interesting candidate genes and pathways related to important phenotypic traits in chicken, such as lipid metabolism, growth, reproduction, and cardiac development.

CONCLUSIONS

In this study, Fst method was applied to identify high confidence putative regions under selection, providing novel insights into selection footprints that can help elucidate the functional mechanisms underlying different phenotypic traits relevant to meat and egg-type chicken lines. In addition, we generated a large catalog of line-specific and common genetic variants from a Brazilian broiler and a white egg layer line that can be used for genomic studies involving association analysis with phenotypes of economic interest to the poultry industry.

摘要

背景

肉用型和蛋用型鸡已经经过多代的选育,具有不同的性状。人工和自然选择不同的表型可以改变遗传变异的频率,在整个基因组中留下特定的基因组足迹。因此,本研究的目的是对来自巴西两个品系(肉用型和白壳蛋型)的 28 只鸡进行测序,利用这些信息来描述全基因组遗传变异,利用 Fst 方法识别选择的可能区域,并寻找选择的可能途径。

结果

共鉴定出 1393 万个 SNPs 和 136 万个 INDELs,其中来自肉鸡(肉用型)系的变异更多。尽管大多数变异位于非编码区,但我们鉴定出了 7255 个不耐受非同义 SNP、512 个终止增益/缺失 SNP、1381 个移码和 1094 个非移码 INDEL,这些可能会改变蛋白质的功能。含有不耐受非同义 SNP 的基因影响了白壳蛋鸡系的主要与生殖和内分泌系统相关的代谢途径,以及肉鸡系的脂质代谢和代谢疾病。使用 SNPs 和 INDELs 分别进行滑动窗口 Fst 分析,鉴定出 300 多个可能的选择区域,这些区域与 250 多个基因重叠。这是首次在鸡中考虑 INDEL 变异作为选择特征分析,SNP 和 INDEL 数据的结果高度相关。选择特征的可能区域揭示了与鸡的重要表型性状相关的有趣候选基因和途径,如脂质代谢、生长、生殖和心脏发育。

结论

本研究应用 Fst 方法鉴定出高置信度的选择可能区域,为研究不同表型性状的选择足迹提供了新的见解,有助于阐明与肉用型和蛋用型鸡系相关的不同表型性状的功能机制。此外,我们从巴西的一个肉鸡和一个白壳蛋鸡系中生成了一个大型的特有和共同遗传变异目录,可用于与家禽产业感兴趣的经济表型相关的基因组关联分析研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/072d/5785814/2b812dfee2d4/12864_2018_4444_Fig1_HTML.jpg

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