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13 results for “Commercial breeding”
Data for: Estimation of genetic parameters for the implementation of selective breeding in commercial insect production
<p><strong>Background</strong></p> <p>There is a burgeoning interest in using insects as a sustainable source of food and feed, particularly by capitalising on various waste materials and by-products that are typically considered of low value. Enhancing the commercial production of insects can be achieved through two main approaches: optimising environmental conditions and implementing selective breeding strategies. In order to successfully target desirable traits through selective breeding, having a thorough understanding of the genetic parameters pertaining to those traits is essential. In this study, a full-sib half-sib mating design was used to estimate variance components and heritabilities for larval size and survival at day seven of development, development time and survival from egg to adult, and to estimate correlations between these traits, within an outbred population of house flies (<em>Musca domestica</em>), using high-throughput phenotyping for data collection.</p> <p><strong>Results</strong></p> <p>The results revealed low to intermediate heritabilities and positive genetic correlations between all traits except development time and survival to day seven of development and from egg to adulthood. Surprisingly, larval size at day seven exhibited a comparatively low heritability (0.10) in contrast to development time (0.25), a trait that is believed to have a stronger association with overall fitness. A decline in family numbers resulting from low mating success and high overall mortality reduced the amount of available data which resulted in large standard errors for the estimated parameters. Environmental factors made a substantial contribution to the phenotypic variation, which was overall high for all traits.</p> <p><strong>Conclusions</strong></p> <p>There is potential for genetic improvement in all studied traits and estimates of genetic correlations indicate a partly shared genetic architecture among the traits. All estimates have large standard errors. Implementing high-throughput phenotyping is imperative for the estimation of genetic parameters in fast developing insects, and facilitates age synchronisation, which is vital in a breeding population. In spite of endeavours to minimise non-genetic sources of variation, all traits demonstrated substantial influences from environmental components. This emphasises the necessity of thorough attention to the experimental design before breeding is initiated in insect populations.</p>
Data for: Estimation of genetic parameters for the implementation of selective breeding in commercial insect production
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Datasets of "Whole genome sequencing of European autochthonous and commercial pig breeds provides selection signatures of adaptation of genetic resources to different breeding and production systems"
<p>Results of the F<sub>ST</sub> and H<sub>P</sub> analyses.</p>
Data from: True colors: commercially-acquired morphological genotypes reveal hidden allele variation among dog breeds, informing both trait ancestry and breed potential
<p>Direct-to-consumer canine genetic testing is becoming increasingly popular among dog owners. The data collected therein provides intriguing insight into the current status of morphological variation present within purebred populations. Mars WISDOM PANEL<sup>TM</sup> data from 11,790 anonymized dogs, representing 212 breeds and 4 wild canine species, were evaluated at genes associated with 7 coat color traits and 5 physical characteristics. Frequencies for all tested alleles at these 12 genes were determined by breed and by phylogenetic grouping. A sub-set of the data, consisting of 30 breeds, was divided into separate same-breed populations based on country of collection, body size, coat variation, or lineages selected for working or conformation traits. Significantly different (p ≤ 0.00167) allele frequencies were observed between populations for at least one of the tested genes in 26 of the 30 breeds. Next, standard breed descriptions from major American and international registries were used to determine colors and tail lengths (e.g. genetic bobtail) accepted within each breed. Alleles capable of producing traits incongruous with breed descriptions were observed in 143 breeds, such that random mating within breeds has probabilities of between 4.9e<sup>-7</sup> and 0.25 of creating undesirable phenotypes. Finally, the presence of rare alleles within breeds, such as those for the recessive black coloration and natural bobtail, was combined with previously published identity-by-decent haplotype sharing levels to propose pathways by which the alleles may have spread throughout dog breeds. Taken together, this work demonstrates that: 1) the occurrence of low frequency alleles within breeds can reveal the influence of regional or functional selection practices; 2) it is possible to trace the mode by which characteristics have spread across breeds during historical breed formation; and 3) the necessity of addressing conflicting ideals in breed descriptions relative to actual genetic potential is crucial.</p>
Data from: Widespread introgression in Chinese indigenous chicken breeds from commercial broiler
Chinese indigenous chickens constitute world-renowned genetic resources due to their excellent traits, including early puberty, good meat quality, and strong resistance to disease. Unfortunately, the introduction of a large number of commercial chickens in the past two decades has had an adverse effect on Chinese indigenous chickens. Using the chicken 60K single-nucleotide polymorphism (SNP) chip, we assessed the genetic diversity and population structure of 1,187 chickens, representing eight Chinese indigenous chicken breeds, two hybrid chicken breeds, two ancestral chicken breeds, two commercial populations, and additional red jungle fowl. By investigating haplotype similarity, we found extensive gene introgression from commercial broiler to almost all Chinese indigenous chickens. Approximately 15% of the genome, on average, of Chinese indigenous chickens was introgressed, ranging from 0.64% for Tibetan chicken to 21.52% for Huiyang Bearded chicken. Further analysis revealed signals consistent with positive selection in the introgression loci. For the first time, we systematically mapped and quantified introgression from commercial broiler to Chinese indigenous chickens at the whole genome level. Our data provided a usable resource for chicken genetic diversity, and our findings indicated a dire need for protecting the genetic resources of Chinese indigenous chickens.
Data from: Widespread introgression in Chinese indigenous chicken breeds from commercial broiler
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Data from: True colors: commercially-acquired morphological genotypes reveal hidden allele variation among dog breeds, informing both trait ancestry and breed potential
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Data from: Commercial chicken breeds exhibit highly divergent patterns of linkage disequilibrium
The analysis of linkage disequilibrium (LD) underpins the development of effective genotyping technologies, trait mapping and understanding of biological mechanisms such as those driving recombination and the impact of selection. We apply the Malécot-Morton model of LD to create additive LD maps which describe the high-resolution LD landscape of commercial chickens. We investigated LD in chickens (Gallus gallus) at the highest resolution to date for broiler, white egg and brown egg layer commercial lines. There is minimal concordance between breeds of fine scale LD patterns (correlation coefficient < 0.21), and even between discrete broiler lines. Regions of LD breakdown, which may align with recombination hotspots, are enriched near CpG islands and transcription start sites (p < 2.2x10-16), consistent with recent evidence described in finches, but concordance in hotspot locations between commercial breeds is only marginally greater than random. As in other birds functional elements in the chicken genome are associated with recombination, but, unlike evidence from other bird species, the LD landscape is not stable in the populations studied. The development of optimal genotyping panels for genome-led selection programmes will depend on careful analysis of the LD structure of each line of interest. Further study is required to fully elucidate the mechanisms underlying highly divergent LD patterns found in commercial chickens.
Data from: Commercial chicken breeds exhibit highly divergent patterns of linkage disequilibrium
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SNP genotyping analyses for the Chinese indigenous pig breeds and commercial pig breeds
GEO Series GSE46733. Sus scrofa. 14 samples. Type: SNP genotyping by SNP array.
CGH analyses for the Chinese indigenous pig breeds and commercial pig breeds [Agilent]
GEO Series GSE49299. Sus scrofa. 12 samples. Type: Genome variation profiling by genome tiling array.
CGH analyses for the Chinese indigenous pig breeds and commercial pig breeds
GEO Series GSE46847. Sus scrofa. 12 samples. Type: Genome variation profiling by genome tiling array.
Comparative analyses of sperm DNA methylomes among three commercial pig breeds reveal vital hypomethylated regions associated with spermatogenesis and embryonic development
GEO Series GSE180099. Sus scrofa. 6 samples. Type: Methylation profiling by high throughput sequencing.
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