Background
Pacu ( Piaractus mesopotamicus ) is one of the most important neotropical aquaculture species in South America. Disease outbreaks triggered by the bacterium Aeromonas hydrophila have resulted in significant losses to pacu production. Selective breeding using genomic information is a powerful strategy to improve disease resistance in fish species. This study aimed to investigate the genetic architecture of resistance to A. hydrophila in pacu via a Genome-Wide Association Study (GWAS) to identify Quantitative Trait Loci (QTLs) and putative genes associated with this trait in 14 pacu full-sib families. An experimental challenge was performed in order to assess the levels of genetic variation for resistance against the bacteria using the following trait definition: binary test survival (TS) and time of death (TD).
Results
The analysis of genetic parameters identified moderate heritability values for both resistance traits: h 2 = 0.20 (± 0.09) for TS and h 2 = 0.35 (± 0.15) for TD. To enable the GWAS, a pacu linkage map was developed using genotype data derived from Restriction Site Associated DNA Sequencing (RAD-Seq), resulting in 27 linkage groups consisting of 17,453 Single Nucleotide Polymorphisms (SNPs). The length of linkage groups varied from 79.95 (LG14) to 137.01 (LG1) cM, with a total integrated map length of 2,755.60 cM. GWAS analysis identified 22 putative QTLs associated to A. hydrophila resistance (defined as genomic regions explaining > 1% of the additive genetic variance for the trait), distributed in 17 linkage groups. Several candidate genes related to immune response were located close to the putative QTLs, such as tbk1 , trim16 , Il12rb2 and lyz2 .
Conclusion
The outputs of this study include the first medium density linkage map for pacu, which can be used as a framework to study different traits relevant to the production of this species. In addition, resistance to A. hydrophila was found to be moderately heritable but with a polygenic architecture suggesting that genomic selection, instead of marker assisted selection, might be tested for efficiently improving resistance to one of the most problematic diseases that affects the South American aquaculture.