Prediction of phenotypes and traits based on the metabolome

摘要

The invention provides methods for characterizing metabolic profiles, phenotypic profiles and trait profiles in plants or groups of plants. Additionally, methods for establishing an unbiased model between a phenotypic profile and a metabolic profile, or between a trait profile and metabolic profile, are also provided by the invention. Further, methods for using such unbiased models to accurately predict the development of a phenotype of interest or a trait of interest in an independent, immature plant are also provided. In one embodiment, immature plants are selected for use based on their predicted development of a phenotype or trait of interest.