The invention relates to isolated diacylglycerol acyltransferases and polynucleotide sequences encoding the DGAT enzymes; polynucleotide constructs, vectors and host cells incorporating the polynucleotide sequences; and methods of producing and using same. Also provided are transformed cells and transgenic plants, with enhanced oil accumulation and quality.