We have a GWAS population (genotyped) and we want to select the minimum (an optimal) set of genotype to phenotype in order to detect GWAS signals. Any soft or method available?
To detect a genotype-to-phenotype signal in a non-bi-parental mapping population you need to first determine which genetic markers are useful. Usually you would want to have genetic markers genotyped for a large portion of the population (
Thx Erik for the comment. Yes we obtained the marker data with a seq based platform (ddRAD-seq platform). Our data set is about 10k markers at 5% missing data and 1%MAF, obtaining good coverage (the genome analized is quite small, peach genome).
We have around 250 cultivars genotyped but we want to phenotype the mínimum number of individuals. So we are looking for a method that take the dataset of 250 individuals and identify a sub set that keep all haplotypes represented in a good %. Hope the comment sunderstandable, not sure jajjajaja