Piscirickettsia salmonis is one of the main infectious diseases affecting coho salmon (Oncorhynchus kisutch) farming, and current treatments have been ineffective for the control of this disease. Genetic improvement for P. salmonis resistance has been proposed as a feasible alternative for the control of this infectious disease in farmed fish. Genotyping by sequencing (GBS) strategies allow genotyping of hundreds of individuals with thousands of single nucleotide polymorphisms (SNPs), which can be used to perform genome wide association studies (GWAS) and predict genetic values using genome-wide information. We used double-digest restriction-site associated DNA (ddRAD) sequencing to dissect the genetic architecture of resistance against P. salmonis in a farmed coho salmon population and to identify molecular markers associated with the trait. We also evaluated genomic selection (GS) models in order to determine the potential to accelerate the genetic improvement of this trait by means of using genome-wide molecular information. A total of 764 individuals from 33 full-sib families (17 highly resistant and 16 highly susceptible) were experimentally challenged against P. salmonis and their genotypes were assayed using ddRAD sequencing. A total of 9,389 SNPs markers were identified in the population. These markers were used to test genomic selection models and compare different GWAS methodologies for resistance measured as day of death (DD) and binary survival (BIN). Genomic selection models showed higher accuracies than the traditional pedigree-based best linear unbiased prediction (PBLUP) method, for both DD and BIN. The models showed an improvement of up to 95% and 155% respectively over PBLUP. One SNP related with B-cell development was identified as a potential functional candidate associated with resistance to P. salmonis defined as DD.
Casein kinase II (CKII) is a ubiquitous protein kinase, found predominantly in cell nuclei, which has two subunits in a tetrameric alpha 2 beta 2 or alpha alpha' beta 2 conformation. The catalytic center is present in the alpha subunit which is active by itself while beta is a regulatory subunit that can greatly enhance the activity of alpha. The cDNA genes of Xenopus laevis coding for the alpha and beta subunits of CKII have been expressed in Escherichia coli and extensively purified. The recombinant subunits reconstitute a fully active holoenzyme when incubated in stoichiometric amounts. Mutations that change serines in positions 2 and 3 of the beta subunit for glycines completely eliminate the autophosphorylation site present in this subunit but do not significantly affect the capacity of beta to activate alpha. A fusion protein composed of glutathione transferase linked to the X. laevis CKII beta subunit can also activate alpha. This fusion protein binds to glutathione-agarose beads and can mediate the binding of the alpha subunit to this matrix. Conversely, the alpha subunit was found to bind to glass fiber filters in an active form that can still be activated by beta to an extent similar to that seen in solution. Using peptides containing tyrosine and glutamic acid as inhibitors of the activity of the isolated alpha subunit and of the holoenzyme, the effect of beta on the specificity of inhibition was studied.(ABSTRACT TRUNCATED AT 250 WORDS)
The 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 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 a high-density SNP array. Linkage disequilibrium was estimated between a total of 93,502 SNPs found in 64 individuals (33 dams and 31 sires) from the breeding population. The markers encompass all 30 coho salmon chromosomes and comprise 1,684.62 Mb of the genome. The average density of markers per chromosome ranged from 48.31 to 66 per 1 Mb. The minor allele frequency averaged 0.26 (with a range from 0.22 to 0.27). The overall average linkage disequilibrium among SNPs pairs measured as r 2 was 0.10. The Average r 2 value decreased with increasing physical distance, with values ranging from 0.21 to 0.07 at a distance lower than 1 kb and up to 10 Mb, respectively. An r 2 threshold of 0.2 was reached at distance of approximately 40 Kb. Chromosomes Okis05, Okis15 and Okis28 showed high levels of linkage disequilibrium (>0.20 at distances lower than 1 Mb). Average r 2 values were lower than 0.15 for all chromosomes at distances greater than 4 Mb. An effective population size of 43 was estimated for the population 10 generations ago, and 325, for 139 generations ago. Based on the effective number of chromosome segments, we suggest that at least 74,000 SNPs would be necessary for an association mapping study and genomic predictions. Therefore, the SNP panel used allowed us to capture high-resolution information in the farmed coho salmon population. Furthermore, based on the contemporary N e , a new mate allocation strategy is suggested to increase the effective population size.
26Nile tilapia (Oreochromis niloticus) is one of the most cultivated and economically important species in 27 world aquaculture. Faster male development during grow-out phase is considered a major problem that 28 generate heterogeneous sizes of fish at harvest. Identifying genomic regions associated with sex 29 determination in Nile tilapia is a research topic of great interest. The objective of this study was to 30 identify genomic variants associated with sex determination in three commercial populations of Nile 31 tilapia. Whole-genome sequencing of 326 individuals was performed, and a total of 2.4 million high-32quality bi-allelic single nucleotide polymorphisms (SNPs) were identified. A genome-wide association 33 study (GWAS) was conducted to identify markers associated with the binary sexual trait (males = 0; 34 females = 1). A mixed logistic regression GWAS model was fitted and a genome-wide significant signal 35 comprising 36 SNPs, located on chromosome 23 spanning a genomic region of 536 kb, was identified. 36Ten out of these 36 genetic variants, intercept the anti-Müllerian hormone gene. Other significant SNPs 37 were located in the neighboring Amh gene region. This gene has been strongly associated with sex 38 determination in several vertebrate species, playing an essential role in the differentiation of male and 39 female reproductive tissue in early stages of development. This finding provides useful information to 40 better understand the genetic mechanisms underlying sex determination in Nile tilapia. 41 42 Keywords: SNP, sex control, quantitative trait loci, WGS, GWAS 43 44 45
CK1 constitutes a protein kinase subfamily that is involved in many important physiological processes. However, there is limited knowledge about mechanisms that regulate their activity. Isoforms CK1delta and CK1epsilon were previously shown to autophosphorylate carboxy-terminal sites, a process which effectively inhibits their catalytic activity. Mass spectrometry of CK1alpha and splice variant CK1alphaL has identified the autophosphorylation of the last four carboxyl-end serines and threonines and also for CK1alphaS, the same four residues plus threonine-327 and serine-332 of the S insert. Autophosphorylation occurs while the recombinant proteins are expressed in Escherichia coli. Mutation of four carboxy-terminal phosphorylation sites of CK1alpha to alanine demonstrates that these residues are the principal but not unique sites of autophosphorylation. Treatment of autophosphorylated CK1alpha and CK1alphaS with lambda phosphatase causes an activation of 80-100% and 300%, respectively. Similar treatment fails to stimulate the CK1alpha mutants lacking autophosphorylation sites. Incubation of dephosphorylated enzymes with ATP to allow renewed autophosphorylation causes significant inhibition of CK1alpha and CK1alphaS. The substrate for these studies was a synthetic canonical peptide for CK1 (RRKDLHDDEEDEAMS*ITA). The stimulation of activity seen upon dephosphorylation of CK1alpha and CK1alphaS was also observed using the known CK1 protein substrates DARPP-32, beta-catenin, and CK2beta, which have different CK1 recognition sequences. Autophosphorylation effects on CK1alpha activity are not due to changes in Km(app) for ATP or for peptide substrate but rather to the catalytic efficiency per pmol of enzyme. This work demonstrates that CK1alpha and its splice variants can be regulated by their autophosphorylation status.
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