Estimation of Linkage Disequilibrium and Effective Population Size using Whole Genome Single Nucleotide Polymorphisms in Hanwoo

2012 ◽  
Vol 22 (3) ◽  
pp. 366-372 ◽  
Author(s):  
Chung-Il Cho ◽  
Joon-Ho Lee ◽  
Deuk-Hwan Lee
Keyword(s):  
Linkage Disequilibrium ◽  
Single Nucleotide Polymorphisms ◽  
Population Size ◽  
Effective Population Size ◽  
Whole Genome ◽  
Nucleotide Polymorphisms ◽  
Effective Population ◽  
Single Nucleotide

scholarly journals Whole genome linkage disequilibrium and effective population size in a coho salmon (Oncorhynchus kisutch) breeding population

2018 ◽  
Author(s):  
Agustín Barría ◽  
Kris A. Christensen ◽  
Grazyella Yoshida ◽  
Ana Jedlicki ◽  
Jean P. Lhorente ◽  
...  
Keyword(s):  
Linkage Disequilibrium ◽  
Population Size ◽  
Effective Population Size ◽  
Coho Salmon ◽  
Association Studies ◽  
Breeding Population ◽  
Physical Distance ◽  
Average Density ◽  
Whole Genome ◽  
Effective Population

AbstractThe estimation of linkage disequilibrium between molecular markers within a population is critical when establishing the minimum number of markers required for association studies, genomic selection and for inferring historical events influencing different populations. This work aimed to evaluate the extent and decay of linkage disequilibrium in a coho salmon breeding population using ddRAD genomic markers.Linkage disequilibrium was estimated between a total of 7,505 SNPs found in 62 individuals (33 dams and 29 sires) from the breeding population. The makers encompass all 30 coho salmon chromosomes and comprise 1,655.19 Mb of the genome. The average density of markers per chromosome ranged from 3.45 to 6.11 per 1 Mbp. The minor allele frequency averaged 0.20 (with a range from 0.08 to 0.50). The overall average linkage disequilibrium among SNPs pairs measured as r2 was 0.054. The Average r2 value decreased with increasing physical distance, with values ranging from 0.37 to 0.054 at distances lower than 1 kb and up to 10 Mb, respectively. An r2 threshold of 0.1 was reached at distance of approximately 1.3 Mb. Chromosomes Okis05, Okis15 and Okis28 showed high levels of linkage disequilibrium (> 0.20 at distances lower than 1 Mb). Average r2 values were lower than 0.1 for all chromosomes at distances greater than 4 Mb. Linkage disequilibrium values suggest that whole genome association and selection studies could be performed using about 75,000 SNPs in aquaculture populations (depending on the trait under investigation). From the identified SNPs, an effective population size of 100 was estimated for the population 10 generation ago, and 1,000, for 139 generations ago.Based on the extent of r2 decay, we suggest that at least 75,000 SNPs would be necessary for an association mapping study. Over 100,000 SNPs would be necessary for a high power study, in the current coho salmon population.

scholarly journals Comparison of genetic variation between rare and common congeners of Dipodomys with estimates of contemporary and historical effective population size

2021 ◽  
Author(s):  
Michaela Halsey ◽  
John Stuhler ◽  
Natalia J Bayona-Vasquez ◽  
Roy N Platt ◽  
Jim R Goetze ◽  
...  
Keyword(s):  
Genetic Diversity ◽  
Genetic Variation ◽  
Population Size ◽  
Effective Population Size ◽  
Population Fluctuations ◽  
Nucleotide Polymorphisms ◽  
Effective Population ◽  
Single Nucleotide ◽  
Demographic Dynamics ◽  
Population Sizes

Organisms with low effective population sizes are at greater risk of extinction because of reduced genetic diversity.   Dipodomys elator  is a kangaroo rat that is classified as threatened in Texas and field surveys from the past 50 years indicate that the distribution of this species has decreased. This suggests geographic range reductions that could have caused population fluctuations, potentially impacting effective population size. Conversely, the more common and widespread  D. ordii  is thought to exhibit relative geographic and demographic stability. Genetic variation between  D. elator  and  D. ordii  samples was assessed using 3RAD, a modified restriction site associated sequencing approach. It was hypothesized that  D. elator  would show lower levels of nucleotide diversity, observed heterozygosity, and effective population size when compared to  D. ordii . Also of interest was identifying population structure within contemporary samples of  D. elator  and detecting genetic variation between temporal samples that could indicate demographic dynamics. Up to 61,000 single nucleotide polymorphisms were analyzed. It was determined that genetic variability and effective population size in contemporary  D. elator  populations were lower than that of  D. ordii, that there is only slight, if any, structure within contemporary  D. elator  populations, and there is little genetic differentiation between spatial or temporal historical samples suggesting little change in nuclear genetic diversity over 30 years. Results suggest that genetic diversity of  D. elator  has remained stable despite claims of reduced population size and/or abundance, which may indicate a metapopulation-like system, whose fluctuations might counteract any immediate decrease in fitness.

scholarly journals Whole-genome sequencing of three native cattle breeds originating from the northernmost cattle farming regions

2018 ◽  
Author(s):  
Melak Weldenegodguad ◽  
Ruslan Popov ◽  
Kisun Pokharel ◽  
Innokentyi Ammosov ◽  
Ming Yao ◽  
...  
Keyword(s):  
Population Size ◽  
Effective Population Size ◽  
Artificial Selection ◽  
Demographic History ◽  
Population Variation ◽  
Whole Genome ◽  
Nucleotide Polymorphisms ◽  
Effective Population ◽  
Taurine Cattle ◽  
Cattle Farming

AbstractNorthern Fennoscandia and the Sakha Republic in the Russian Federation represent the northernmost regions on Earth where cattle farming has been traditionally practiced. In this study, we performed whole-genome resequencing to genetically characterize three rare native breeds Eastern Finncattle, Western Finncattle and Yakutian cattle adapted to these northern Eurasian regions. We examined the demographic history, genetic diversity and unfolded loci under natural or artificial selection. On average, we achieved 13.01-fold genome coverage after mapping the sequencing reads on the bovine reference genome (UMD 3.1) and detected a total of 17.45 million single nucleotide polymorphisms (SNPs) and 1.95 million insertions-deletions (indels). We observed that the ancestral species (Bos primigenius) of Eurasian taurine cattle experienced two notable prehistorical declines in effective population size associated with dramatic climate changes. The modern Yakutian cattle exhibited a higher level of within-population variation in terms of number of SNPs and nucleotide diversity than the contemporary European taurine breeds. This result is in contrast to the results of marker-based cattle breed diversity studies, indicating assortment bias in previous analyses. Our results suggest that the effective population size of the ancestral Asiatic taurine cattle may have been higher than that of the European cattle. Alternatively, our findings could indicate the hybrid origins of the Yakutian cattle ancestries and possibly the lack of intensive artificial selection. We identified a number of genomic regions under selection that may have contributed to the adaptation to the northern and subarctic environments, including genes involved in disease resistance, sensory perception, cold adaptation and growth. By characterizing the native breeds, we were able to obtain new information on cattle genomes and on the value of the adapted breeds for the conservation of cattle genetic resources.

scholarly journals The Identification of Runs of Homozygosity Gives a Focus on the Genetic Diversity and Adaptation of the “Charolais de Cuba” Cattle

Animals ◽  
2020 ◽  
Vol 10 (12) ◽  
pp. 2233
Author(s):  
Yoel Rodríguez-Valera ◽  
Dominique Rocha ◽  
Michel Naves ◽  
Gilles Renand ◽  
Eliecer Pérez-Pineda ◽  
...  
Keyword(s):  
Genetic Diversity ◽  
Population Size ◽  
Effective Population Size ◽  
Nucleotide Polymorphisms ◽  
Runs Of Homozygosity ◽  
Effective Population ◽  
Single Nucleotide ◽  
Signatures Of Selection ◽  
Genomic Inbreeding ◽  
Management And Conservation

Inbreeding and effective population size (Ne) are fundamental indicators for the management and conservation of genetic diversity in populations. Genomic inbreeding gives accurate estimates of inbreeding, and the Ne determines the rate of the loss of genetic variation. The objective of this work was to study the distribution of runs of homozygosity (ROHs) in order to estimate genomic inbreeding (FROH) and an effective population size using 38,789 Single Nucleotide Polymorphisms (SNPs) from the Illumina Bovine 50K BeadChip in 86 samples from populations of Charolais de Cuba (n = 40) cattle and to compare this information with French (n = 20) and British Charolais (n = 26) populations. In the Cuban, French, and British Charolais populations, the average estimated genomic inbreeding values using the FROH statistics were 5.7%, 3.4%, and 4%, respectively. The dispersion measured by variation coefficient was high at 43.9%, 37.0%, and 54.2%, respectively. The effective population size experienced a very similar decline during the last century in Charolais de Cuba (from 139 to 23 individuals), in French Charolais (from 142 to 12), and in British Charolais (from 145 to 14) for the ~20 last generations. However, the high variability found in the ROH indicators and FROH reveals an opportunity for maintaining the genetic diversity of this breed with an adequate mating strategy, which can be favored with the use of molecular markers. Moreover, the detected ROH were compared to previous results obtained on the detection of signatures of selection in the same breed. Some of the observed signatures were confirmed by the ROHs, emphasizing the process of adaptation to tropical climate experienced by the Charolais de Cuba population.

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