Parentage assignment with genomic markers: a major advance for understanding and exploiting genetic variation of quantitative traits in farmed aquatic animals

Since the middle of the 1990s, parentage assignment using microsatellite markers has been introduced as a tool in aquaculture breeding. It now allows close to 100% assignment success, and offered new ways to develop aquaculture breeding using mixed family designs in commercial conditions. Its main achievements are the knowledge and control of family representation and inbreeding, especially in mass spawning species, above all the capacity to estimate reliable genetic parameters in any species and rearing system with no prior investment in structures, and the development of new breeding programs in many species. Parentage assignment should not be seen as a way to replace physical tagging, but as a new way to conceive breeding programs, which have to be optimized with its specific constraints, one of the most important being to well define the number of individuals to genotype to limit costs, maximize genetic gain while minimizing inbreeding. The recent possible shift to (for the moment) more costly single nucleotide polymorphism markers should benefit from future developments in genomics and marker-assisted selection to combine parentage assignment and indirect prediction of breeding values

Genetically superior European sea bass (Dicentrarchus labrax) and nutritional innovations: Effects of functional feeds on fish immune response, disease resistance, and gut microbiota

The objective of this study was to determine if selected fish genotypes could benefit from the use of functional additives in novel aqua feed formulations to improve growth performance, gut microbiota, immune response, and disease resistance in fish. Two batches of juvenile European sea bass selected for high growth (HG; selected sires x selected dams), and wild types (WT; wild sires x selected females) were fed a “future diet” coated with three different functional additives for 12 weeks as follows: (i) 2 weeks with a high dose, followed by (ii) 10 weeks with a low dose. The functional additives tested were a mixture of probiotics (PROB), organic acids (ORG), and phytogens (PHYTO). A pathogen challenge test (Vibrio anguillarum) and a stress condition (overcrowding) were performed after each dose. At the end of the feeding experiment, fish from the HG group performed better than fish from the WT group in terms of body weight, relative growth, SGR, and DGI. The results of the two challenge tests performed after two weeks of high dose and ten weeks of low dose showed a significant effect of diet on fish survival. GALT-associated gene expression analysis revealed an interaction between the genotype and diet for il-1β in the distal gut. Finally, regarding the gut microbiota, discriminant analysis showed no clear separation between fish fed the future diet and those fed the same diet with experimental additives. Nevertheless, the relative abundance of certain taxa varied between experimental groups. For example, fish fed the ORG diet had higher relative abundance of Streptococcus in both genotypes, whereas fish fed the PHYTO diet had higher abundance of Lactobacillales. In contrast, fish fed PROB had lower abundance of Pseudomonas and Acinetobacter.The current study was supported by the EU Horizon 2020 AquaIMPACT (Genomic and nutritional innovations for genetically superior farmed fish to improve efficiency in European aquaculture), number: 818367.info:eu-repo/semantics/publishedVersio

A first demonstration of realized selection response for fillet yield in fish, in rainbow trout oncorhynchus mykiss

A first demonstration of realized selection response for fillet yield in fish, in rainbow trout oncorhynchus mykiss. 13. International Symposium for Genetics in Aquaculture (ISGA XIII

Can we identify wild-born salmon from parentage assignment data? A case study in the Garonne-Dordogne rivers salmon restoration programme in France

Parentage assignment with genomic markers provides an opportunity to monitor salmon restocking programs. Most of the time, it is used to study the fate of hatchery-born fish in those programs, as well as the genetic impacts of restocking. In such analyses, only fish that are assigned to their parents are considered. In the Garonne-Dordogne river basin in France, native salmon have disappeared, and supportive breeding is being used to try to reinstate a self-sustained population. It is therefore of primary importance to assess the numbers of wild-born returning salmon, which could appear as wrongly assigned or not assigned, depending on the power of the marker set and on the size of the mating plan. We used the genotypes at nine microsatellites of the 5800 hatchery broodstock which were used from 2008 to 2014, and of 884 upstream migrating fish collected from 2008 to 2016, to assess our ability to identify wild-born salmon. We simulated genotypes of hatchery fish and wild-born fish and assessed how they were identified by the parentage assignment software Accurassign. We showed that 98.7% of the fish assigned within the recorded mating plan could be considered hatchery fish, while 93.3% of the fish in other assignment categories (assigned out of the mating plan, assigned to several parent pairs, not assigned) could be considered wild-born. Using a Bayesian approach, we showed that 31.3% of the 457 upstream migrating fish sampled from 2014 to 2016 were wild-born. This approach is thus efficient to identify wild-born fish in a restoration program. It remains dependent on the quality of the recording of the mating plan, which we showed was rather good (<5% mistakes) in this program. To limit this potential dependence, an increase in the number of markers genotyped (17 instead of 9) is now being implemented

Genetic determinism of spontaneous masculinisation in XX female rainbow trout: new insights using medium throughput genotyping and whole-genome sequencing

International audienceRainbow trout has a male heterogametic (XY) sex determination system controlled by a major sex-determining gene, sdY. Unexpectedly, a few phenotypically masculinised fish are regularly observed in all-female farmed trout stocks. To better understand the genetic determinism underlying spontaneous maleness in XX-rainbow trout, we recorded the phenotypic sex of 20,210 XX-rainbow trout from a French farm population at 10 and 15 months post-hatching. The overall masculinisation rate was 1.45%. We performed two genome-wide association studies (GWAS) on a subsample of 1139 individuals classified as females, intersex or males using either medium-throughput genotyping (31,811 SNPs) or whole-genome sequencing (WGS, 8.7 million SNPs). The genomic heritability of maleness ranged between 0.48 and 0.62 depending on the method and the number of SNPs used for the estimation. At the 31K SNPs level, we detected four QTL on three chromosomes (Omy1, Omy12 and Omy20). Using WGS information, we narrowed down the positions of the two QTL detected on Omy1 to 96 kb and 347 kb respectively, with the second QTL explaining up to 14% of the total genetic variance of maleness. Within this QTL, we detected three putative candidate genes, fgfa8, cyp17a1 and an uncharacterised protein (LOC110527930), which might be involved in spontaneous maleness of XX-female rainbow trout

Estimates of recent and historical effective population size in turbot, seabream, seabass and carp selective breeding programmes

BACKGROUND: The high fecundity of fish species allows intense selection to be practised and therefore leads to fast genetic gains. Based on this, numerous selective breeding programmes have been started in Europe in the last decades, but in general, little is known about how the base populations of breeders have been built. Such knowledge is important because base populations can be created from very few individuals, which can lead to small effective population sizes and associated reductions in genetic variability. In this study, we used genomic information that was recently made available for turbot (Scophthalmus maximus), gilthead seabream (Sparus aurata), European seabass (Dicentrarchus labrax) and common carp (Cyprinus carpio) to obtain accurate estimates of the effective size for commercial populations. METHODS: Restriction-site associated DNA sequencing data were used to estimate current and historical effective population sizes. We used a novel method that considers the linkage disequilibrium spectrum for the whole range of genetic distances between all pairs of single nucleotide polymorphisms (SNPs), and thus accounts for potential fluctuations in population size over time. RESULTS: Our results show that the current effective population size for these populations is small (equal to or less than 50 fish), potentially putting the sustainability of the breeding programmes at risk. We have also detected important drops in effective population size about five to nine generations ago, most likely as a result of domestication and the start of selective breeding programmes for these species in Europe. CONCLUSIONS: Our findings highlight the need to broaden the genetic composition of the base populations from which selection programmes start, and suggest that measures designed to increase effective population size within all farmed populations analysed here should be implemented in order to manage genetic variability and ensure the sustainability of the breeding programmes. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12711-021-00680-9

Introduction of BLUP assisted sib-selection for quality traits in a mass selection program on growth in rainbow trout (Oncorhynchus mykiss)

Cette thèse précise les conditions pour introduire une sélection sur apparentés de caractères de qualité assistée par empreintes génétiques dans un programme de sélection massale sur la croissance chez la truite arc-enciel. Ce travail confirme l’intérêt à maîtriser l’effet maternel avec une doublement de l’héritabilité du poids à 70 g (0,36 vs 0,16), des estimations d’héritabilités des caractères mesurés de valeurs intermédiaires (0,37-0,54), l’intérêt d’utiliser la résiduelle des parties mesurées régressées linéairement au poids vif pour une sélection indépendante du poids pour les rendements, l’intérêt à remplacer la mesure du rendement au filetage par celle du rendement en carcasse éviscérée-étêtée plus héritable et très corrélé au rendement au filetage (0,97),la corrélation génétique élevée entre les rendements avec le ratio échographique e8/e23 (0,72-0,85) permettant une sélection sur candidats plus efficace qu’une sélection sur apparenté sur le rendement lui-même, des précisions élevées des valeurs génétiques (0.63–0.82) malgré très peu d’individus par famille (3,5-4) et une efficacité surestimée d’une sélection sur apparentés pré-sélectionnés (de 14 % à 62 %). Les conclusions sont qu’il est possible d’introduire une sélection sur apparentés dans un programme de sélection massale avec des gains génétiques au moins équivalents à ceux attendus en sélection familiale classique avec familles élevées initialement de façon séparéesThe thesis aims at describing conditions to improve mass selection on growth by sib-selection on quality traits assisted by DNA parentage assignment in rainbow trout. Main results are that the control and management of differences in egg size between dams doubles heritability of body weight at 70 g (0.36 vs 0.16), heritabilities of quality traits are intermediates (0.37-0.54), the opportunity to use the residual of the body part (e.g. fillet weight) regressed to the whole body weight to select independently of body weight for ratios, the higher efficiency to replace fillet yield by deheaded and gutted carcass weight more heritable and highly genetically correlated to fillet yield (0.97), the possibility to use e8/e23ultrasound measures to predict genetically yields (0.72-0.85) allowing a direct selection on breeding candidates more efficient than in using sib information, a surprising intermediate to high accuracy of EBV even with a very low mean number of sib per full-sib family (3.5-4) and the medium to high overestimation of EBV when using pre- selected sibs (14 % to 62 %). The general conclusion are that sib-selection on quality traits can be introduced in mass selection with at least similar expected genetic gains than in traditional breeding design based on families reared initially separate

Amélioration d'un programme de sélection massale sur la croissance chez la truite arc-en-ciel par introduction d'une sélection BLUP pour des caractères de qualités grâce aux empreintes génétiques

The thesis aims at describing conditions to improve mass selection on growth by sib-selection on quality traits assisted by DNA parentage assignment in rainbow trout. Main results are that the control and management of differences in egg size between dams doubles heritability of body weight at 70 g (0.36 vs 0.16), heritabilities of quality traits are intermediates (0.37-0.54), the opportunity to use the residual of the body part (e.g. fillet weight) regressed to the whole body weight to select independently of body weight for ratios, the higher efficiency to replace fillet yield by deheaded and gutted carcass weight more heritable and highly genetically correlated to fillet yield (0.97), the possibility to use e8/e23ultrasound measures to predict genetically yields (0.72-0.85) allowing a direct selection on breeding candidates more efficient than in using sib information, a surprising intermediate to high accuracy of EBV even with a very low mean number of sib per full-sib family (3.5-4) and the medium to high overestimation of EBV when using pre- selected sibs (14 % to 62 %). The general conclusion are that sib-selection on quality traits can be introduced in mass selection with at least similar expected genetic gains than in traditional breeding design based on families reared initially separatedCette thèse précise les conditions pour introduire une sélection sur apparentés de caractères de qualité assistée par empreintes génétiques dans un programme de sélection massale sur la croissance chez la truite arc-enciel. Ce travail confirme l’intérêt à maîtriser l’effet maternel avec une doublement de l’héritabilité du poids à 70 g (0,36 vs 0,16), des estimations d’héritabilités des caractères mesurés de valeurs intermédiaires (0,37-0,54), l’intérêt d’utiliser la résiduelle des parties mesurées régressées linéairement au poids vif pour une sélection indépendante du poids pour les rendements, l’intérêt à remplacer la mesure du rendement au filetage par celle du rendement en carcasse éviscérée-étêtée plus héritable et très corrélé au rendement au filetage (0,97),la corrélation génétique élevée entre les rendements avec le ratio échographique e8/e23 (0,72-0,85) permettant une sélection sur candidats plus efficace qu’une sélection sur apparenté sur le rendement lui-même, des précisions élevées des valeurs génétiques (0.63–0.82) malgré très peu d’individus par famille (3,5-4) et une efficacité surestimée d’une sélection sur apparentés pré-sélectionnés (de 14 % à 62 %). Les conclusions sont qu’il est possible d’introduire une sélection sur apparentés dans un programme de sélection massale avec des gains génétiques au moins équivalents à ceux attendus en sélection familiale classique avec familles élevées initialement de façon séparée