The present invention provides plant inbred mutant parent lines producing hybrid offspring having at least one heterosis-related phenotype, particularly total yield associated phenotypes, methods for identifying same and hybrid plants produced therefrom. The present invention further discloses heterosis-related genes and provides the corresponding isolated polynucleotides.