Abstract: Methods for the high-throughput analysis of transgenic events are herein disclosed. The methods use libraries of sheared genomic DNA ligated to specialized adapters and pooled for sequence analysis and comparison to known genomic and insert sequence. The method finds use in detecting characterizing insertion site, transgene integrity, and transgene copy number.

Abstract: 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.