Genome-Wide Patterns of Population Structure and Linkage Disequilibrium in Farmed Nile Tilapia (Oreochromis niloticus)

被引:27
|
作者
Yoshida, Grazyella M. [1 ,2 ]
Barria, Agustin [1 ]
Correa, Katharina [2 ]
Caceres, Giovanna [1 ]
Jedlicki, Ana [1 ]
Cadiz, Maria, I [1 ]
Lhorente, Jean P. [2 ]
Yanez, Jose M. [1 ,2 ,3 ]
机构
[1] Univ Chile, Fac Ciencias Vet & Pecuarias, Santiago, Chile
[2] Benchmark Genet Chile, Puerto Montt, Chile
[3] Nucleo Milenio INVASAL, Concepcion, Chile
关键词
effective population size; LD decay; linkage disequilibrium; Oreochromis niloticus; population structure; PISCIRICKETTSIA-SALMONIS; ASSOCIATION; SIZE; PREDICTION; RESISTANCE; SELECTION; GROWTH; PHASE;
D O I
10.3389/fgene.2019.00745
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Nile tilapia (Oreochromis niloticus) is one of the most produced farmed fish in the world and represents an important source of protein for human consumption. Farmed Nile tilapia populations are increasingly based on genetically improved stocks, which have been established from admixed populations. To date, there is scarce information about the population genomics of farmed Nile tilapia, assessed by dense single nucleotide polymorphism (SNP) panels. The patterns of linkage disequilibrium (LD) may affect the success of genome-wide association studies (GWAS) and genomic selection (GS), and also provide key information about demographic history of farmed Nile tilapia populations. The objectives of this study were to provide further knowledge about the population structure and LD patterns, as well as, estimate the effective population size (N-e) for three farmed Nile tilapia populations, one from Brazil (POP A) and two from Costa Rica (POP B and POP C). A total of 55 individuals from each population, were genotyped using a 50K SNP panel selected from a whole-genome sequencing (WGS) experiment. The first two principal components explained about 20% of the total variation and clearly differentiated between the three populations. Population genetic structure analysis showed evidence of admixture, especially for POP C. The contemporary N-e estimated, based on LD values, ranged from 78 to 159. No differences were observed in the LD decay among populations, with a rapid decrease of r(2) with increasing inter-marker distance. Average r(2) between adjacent SNP pairs ranged from 0.19 to 0.03 for both POP A and C, and 0.20 to 0.03 for POP B. Based on the number of independent chromosome segments in the Nile tilapia genome, at least 9.4, 7.6, and 4.6K SNPs for POP A, POP B, and POP C respectively, are required for the implementation of GS in the present farmed Nile tilapia populations.
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