Genomic Selection and Genome-wide Association Study for Feed-Efficiency Traits in a Farmed Nile Tilapia (Oreochromis niloticus) Population

International audienceNile tilapia is a key aquaculture species with one of the highest production volumes globally. Genetic improvement of feed efficiency via selective breeding is an important goal, and genomic selection may expedite this process. The aims of this study were to 1 ) dissect the genetic architecture of feed-efficiency traits in a Nile tilapia breeding population, 2 ) map the genomic regions associated with these traits and identify candidate genes, 3 ) evaluate the accuracy of breeding value prediction using genomic data, and 4 ) assess the impact of the genetic marker density on genomic prediction accuracies. Using an experimental video recording trial, feed conversion ratio (FCR), body weight gain (BWG), residual feed intake (RFI) and feed intake (FI) traits were recorded in 40 full-sibling families from the GIFT (Genetically Improved Farmed Tilapia ) Nile tilapia breeding population. Fish were genotyped with a ThermoFisher Axiom 65 K Nile tilapia SNP array. Significant heritabilities, ranging from 0.12 to 0.22, were estimated for all the assessed traits using the genomic relationship matrix. A negative but favourable genetic correlation was found between BWG and the feed-efficiency related traits; −0.60 and −0.63 for FCR and RFI, respectively. While the genome-wide association analyses suggested a polygenic genetic architecture for all the measured traits, there were significant QTL identified for BWG and FI on chromosomes seven and five respectively. Candidate genes previously found to be associated with feed-efficiency traits were located in these QTL regions, including ntrk3a , ghrh and eif4e3 . The accuracy of breeding value prediction using the genomic data was up to 34% higher than using pedigree records. A SNP density of approximately 5,000 SNPs was sufficient to achieve similar prediction accuracy as the full genotype data set. Our results highlight the potential of genomic selection to improve feed efficiency traits in Nile tilapia breeding programmes

Species composition in the Molobicus hybrid tilapia strain

The “Molobicus” hybrid breeding programme was initiated to improve tilapia growth performance in brackish water. The base population was created by backcrossing F1 Oreochromis niloticus GIFT strains × feral O. mossambicus to O. mossambicus and selective breeding conducted for performance in brackish water with two lines selected in extensive or intensive rearing conditions. A panel of ten diagnostic SNP markers was applied to estimate the species composition at different stages in the Molobicus programme including parental stocks, F1 and seventh generation fish from the selective lines. The O. aureus-specific markers tested revealed zero or negligible contribution from O. aureus to all the groups analysed. Feral O. mossambicus possessed an estimated 0.98 frequency of O. mossambicus-specific alleles, while GIFT samples had an estimated mean frequency of 0.88 O. niloticus-specific alleles. Hybrid F1 GIFT × feral O. mossambicus samples demonstrated close to 50:50 allele frequencies from O. niloticus and O. mossambicus for seven of the eight SNP loci tested. Analysis of the combined seventh generation Molobicus samples revealed a significant excess of O. niloticus alleles in six out of the eight SNPs tested, with this trend being more pronounced in the line selected in intensive culture conditions and showing increased body weight. PCR-based SNP assays such as these can be used to inform on the individual species contribution of fish stocks and provide tools for the genetic management of the tilapia species and future breeding programmes

Quantifying the genetic parameters of feed efficiency in juvenile Nile tilapia Oreochromis niloticus

Abstract Background Improving feed efficiency in fish is crucial at the economic, social and environmental levels with respect to developing a more sustainable aquaculture. The important contribution of genetic improvement to achieve this goal has been hampered by the lack of accurate basic information on the genetic parameters of feed efficiency in fish. We used video assessment of feed intake on individual fish reared in groups to estimate the genetic parameters of six growth traits, feed intake, feed conversion ratio (FCR) and residual feed intake in 40 pedigreed families of the GIFT strain of Nile tilapia, Oreochromis niloticus. Feed intake and growth were measured on juvenile fish (22.4 g mean body weight) during 13 consecutive meals, representing 7 days of measurements. We used these data to estimate the FCR response to different selection criteria to assess the potential of genetics as a means of increasing FCR in tilapia. Results Our results demonstrate genetic control for FCR in tilapia, with a heritability estimate of 0.32 ± 0.11. Response to selection estimates showed FCR could be efficiently improved by selective breeding. Due to low genetic correlations, selection for growth traits would not improve FCR. However, weight loss at fasting has a high genetic correlation with FCR (0.80 ± 0.25) and a moderate heritability (0.23), and could be an easy to measure and efficient criterion to improve FCR by selective breeding in tilapia. Conclusion At this age, FCR is genetically determined in Nile tilapia. A selective breeding program could be possible and could help enabling the development of a more sustainable aquaculture production

Predicting feed conversion ratio at commercial size from juvenile performance in individually reared Oreochromis niloticus

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Measuring individual feed efficiency and its correlations with performance traits in Nile tilapia, Oreochromis niloticus

Estimating individual feed intake of fish held in groups has long been a challenge precluding precise knowledge of the individual variation of feed efficiency (FE) in fish. In this study, counts of the number of feed pellets (1.63 mg on average) eaten by individual tilapia (Oreochromis niloticus) held in 8 mixed sex groups of 15 fish were measured from video recordings made over a period of 10 days where fish were fed twice daily to achieve compensatory growth after 10 days of fasting. The initial body weight of the fish was 9.77 ± 2.03 g. Accumulated measures of feed intake (FI) over 11 meals were found to achieve 95% repeatability and a high accuracy of estimation of FI. During the FI measurement period, the average fish growth was 12.0 ± 3.6 g, feed intake was 0.99 g day− 1, and feed conversion ratio (FCR) was 0.86 ± 0.20. FI differences accounted for 56% of the observed individual growth variations, and 44% was related to individual variations of FE. On average males grew 24.2% faster than females but consumed 12.1% more feed. Males showed an 11.7% better FCR than females, whereas residual feed intake (RFI) differences were not significant between sexes. FCR and RFI were moderately and significantly correlated (0.58 ± 0.06) but FCR and FI, and body weight gain (BWG) and RFI, were not, highlighting the complex relationships between feed efficiency traits. The approach described here demonstrates a means to accurately investigate FE traits in fish and to assess the potential for their genetic improvement

Measuring individual feed efficiency and its correlations with performances and agonistic behaviours in juvenile Nile Tilapia Oreochromis niloticus held in groups

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