Servizio Comunitario di Informazione in materia di Ricerca e Sviluppo - CORDIS

Associations between markers and traits

Scientific results description
The most important result of this project deals with the identification of genes underlying meat quality traits in beef cattle.

This result provides a detailed description of the associations found between candidate genes and meat quality traits. For this purpose, we have analysed a total of 440 bulls belonging to 15 European breeds fed similar diets across all countries, for which measurements of meat quality parameters have been performed to a total of 108 traits were measured on the live animal (weight, body measures) or after slaughter (carcass parameters, fatty acid profiles, tenderization of the meat, colour, weight losses, pH and other instrumental texture measurements, enzymatic activity and fiber type and sensory analysis.

Simultaneously, a search was undergone to identify markers on candidate genes. A total of 391 SNPs (Single Nucleotide Polymorphisms) markers were genotyped after being validated for the 434 bulls and their available sires and dams to a total of 977 animals. A nuclear family design was designed to be able to use a TDT (Transmission Disequilibrium Test) (Sun et al., 1999) which allows to discard spurious associations and also a linear model accounting for breed effects that does not use information from the parents, and a composed principal component method (CPC) (Mangin et al., 1998) was used to build a multivariate test at each marker respecting the breed structure of the data by adopting a stratified permutation procedure.

Suggestive results were found with the TDT, linear model and CPC. A total of 20 genes appeared to be associated with different phenotypes in the pairwise tests with lowest p-values. Some genes appeared to be involved with different traits. In conclusion, 12 genes turned out to be associated with a particular fatty acid, one of them with the EPA (Eicosapentaenoic acid) muscle content. Four genes were associated with live measures and thought to be involved with growth rate and fattening. Nine were associated with measures as meat colour, weight losses and other instrumental texture measurements and five with carcass measures. As it is possible to license some of this information, specific results are not available for the public domain.

Dissemination and use potential
The results presented here are important in terms of exploitation as they show associations of particular genes with some traits of economic importance. There is a considerable interest in the beef industry to be able to select animals by using their genotypes for some genes shown to be partially responsible for a specific trait.
At present, classical selection methods are difficult to apply in meat quality traits due to the lack of recording in these traits and to the high variability shown for these quality traits attributable both to genetic factors and to the production system. The use of polymorphism at the gene level is therefore seen as a progress which could make the selection of sires possible for meat quality based solely on the molecular information. However, at this stage, only a few published or patented DNA markers are available for genetic tests, marketed by genomics companies for improving beef meat quality. This limited molecular information shows also another problem which is its value in European beef cattle since some publications have demonstrated different results in particular populations.

The identification of genes associated with some measures on meat quality is therefore a good new, although the markers used will not be in most cases the causal mutation explaining different phenotypes but will be in close linkage disequilibrium with it, sufficient to select individuals for meat quality improvement based on molecular information alone. These markers will allow the improvement of beef breeds through selection by increasing the frequency of the alleles which have shown to be favorable to commercial criteria based on consumer preference and on health purposes.

As in the last years, the beef meat industry has showed a decline produced by several causes as product quality, the BSE problem and an overall lack of confidence, giving the industry the possibility of selecting beef animals for producing healthy, tasty meat will provide the producers a commercial advantage which should be taken into account and will raise the demand.

The genes found in this project to be associated with different meat quality traits are presently being further investigated and will be of use in the short-term. Their benefits are difficult to quantify as it will be necessary to incorporate the gene information in a routine pipeline together with paternity testing and genotyping of some major genes which is at the moment not as common as it should in most European breeds. However, it is foreseen that some of the genes, particularly those affecting traits as fatty acid content, tenderness or juiciness will have a certain importance in the next years.

Informazioni correlate


Susana DUNNER, (Professor)
Tel.: +34-91-3943758
Fax: +34-91-3943772