Disclose the peptide amphiphile lipase conjugate of the lipase active with enhancing, encode the polynucleotide of described conjugate, carry the expression vector of described polynucleotide, the wherein grappling transformant of described expression vector, for the method preparing described conjugate, use the steatolysis method of described conjugate, and the method using described lipase production biodiesel.