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Genomic prediction of fruit texture and training population ...


Genomic prediction of fruit texture and training population ... - Nature

Texture is a complex trait and a major component of fruit quality in apple. While the major effect of MdPG1, a gene controlling firmness, ...

(PDF) Genomic prediction of fruit texture and training population ...

Implementation of genomic tools is desirable to increase the efficiency of apple breeding. Recently, the multi-environment apple reference ...

Prediction of fruit texture with training population optimization for ...

We discuss the impact of genetic relatedness and clustering on trait variability and predictability. Moreover, we demonstrated the need for a ...

Genomic prediction of fruit texture and training ... - Agroscope

Genomic prediction of fruit texture and training population optimization towards the application of genomic selection in apple. ... Horticulture Research, 7, 2020 ...

Genomic prediction of fruit texture and training population ... - Altmetric

Genomic prediction of fruit texture and training population optimization towards the application of genomic selection in apple · Horticulture Research, September ...

Genomewide selection for fruit quality traits in apple - Oxford Academic

are controlled by multiple small-effect quantitative trait loci (QTLs). Genomewide selection (genomic selection) might be an effective breeding ...

(PDF) Prediction of Fruit Texture With Training Population

Prediction of Fruit Texture With Training Population Optimization for Efficient Genomic Selection in Apple by Morgane Roth, Mario Di Guardo, Walter.

Multiple-statistical genome-wide association analysis and ... - NCBI

Genome-wide association studies (GWAS) combined with genomic selection are promising tools in fruit tree breeding, as there is a considerable time lapse between ...

Summary of texture traits assessed in the whole population

... population from publication: Genomic prediction of fruit texture and training population optimization towards the application of genomic selection in apple ...

Genomic selection for crop improvement in fruits and vegetables

To ensure the nutritional needs of an expanding global population, it is crucial to optimize the growing capabilities and breeding values of ...

Multiple genetic analyses disclose the QTL dynamic for fruit texture ...

Different phenotypic timing for fruit texture revealed a distinct QTL pattern through GWAS. Abstract. In Norway, apples (Malus domestica Borkh.) are produced at ...

Genomic Selection for Prediction of Fruit-Related Traits in Pepper ...

Despite the large difference in genetic diversity between the training population and the test population, we obtained moderate prediction accuracies of 0.32, ...

Multi-environment genomic prediction for soluble solids content in ...

Genome-wide dominance effects and QTL effects were stable across environments. Significant G × E was detected for background genome effects, ...

Accuracy and responses of genomic selection on key traits in apple ...

In genomic selection, a training population on which both phenotypic and genotypic data are available is used to construct a prediction model ...

Prediction of fruit texture with training population optimization for ...

Prediction of fruit texture with training population optimization for efficient genomic selection in apple · 1 Agroscope · 2 Istituto Agrario di ...

Genomic Selection for Fruit Quality Traits in Apple (Malus ... - PLOS

We evaluated the accuracy of GS in a population of 1120 seedlings generated from a factorial mating design of four females and two male parents. All seedlings ...

Quantitative trait loci‐based genomics‐assisted prediction for the ...

There are also multiple minor-effect genes affecting degree of fruit cover color (DFC). This study was to identify genome-wide quantitative ...

Publication - Felipe Ferrão

... genetic basis of fruit texture in highbush blueberries using genome-wide association analyses. ... Exploring deep learning for complex trait genomic prediction ...

Genome-Wide Association Analyses Defined the Interplay between ...

Genome-Wide Association Analyses Defined the Interplay between Two Major Loci Controlling the Fruit Texture Performance in a Norwegian Apple Collection (Malus × ...

Adoption and Optimization of Genomic Selection To Sustain ...

Genomic predictions were based on a F1 pseudo-testcross population, comprising 153 individuals with contrasting fruit quality traits. They were phenotyped for ...