Using structural variation to analyze genomic differences for the prediction of heterosis
A novel method for prediction of the degree of heterotic phenotypes in plants is disclosed. Structural variation analyses of the genome are used to predict the degree of a heterotic phenotype in plants. In some examples, copy number variation is used to predict the degree of heterotic phenotype. In some methods copy number variation is detected using competitive genomic hybridization arrays. Further, methods for optimizing the arrays are disclosed, together with kits for producing such arrays, as well as hybrid plants selected for development based on the predicted results.
1. A method for predicting the heterotic phenotype of progeny plants with unknown heterotic phenotypes, the method comprising:
a) obtaining sample genomic DNA from a plurality of inbred parental plants from a plurality of crosses, wherein each of said crosses produces hybrid progeny plants possessing a known heterotic phenotype;
b) performing a comparative genomic sequence determination on the sample genomic DNA to detect DNA copy number variations between genomes of said plurality of inbred parental plants, wherein said comparative genomic sequence determination comprises sequencing said genomic DNA, determining DNA copy number variation based on the sequences, and wherein said DNA copy number variation is determined by comparing the genomic sequences (i) between at least two genomic DNA samples from said inbred parental plants or (ii) between at least one genomic DNA sample from said inbred parental plants and a reference sequence;
c) identifying a subset of the copy number variations that predicts the known heterotic phenotype in the hybrid progeny plants, wherein said subset is identified by relating the detected copy number variations to the known heterotic phenotypes using an iterated evolutionary computational approach; and
d) utilizing the subset of copy number variations to predict a heterotic phenotype of hybrid progeny plants derived from an additional cross of inbred parental plants, wherein the heterotic phenotype of hybrid progeny plants derived from said additional cross is unknown, and wherein the presence or absence of each of said identified copy number variations is known for each inbred parental plant from said additional cross; and
e) crossing the inbred parents of said additional cross to produce a hybrid progeny plant with the heterotic phenotype.
2. The method of claim 1 , wherein the hybrid progeny plant is maize.