The invention relates to the technical field of artificial design of enzymes, in particular to an
artificial intelligence design and expression
system construction method and
system for
lysosomal membrane protein type N-
acetyltransferase with 11 transmembrane regions, and the method comprises the following steps: collecting
reaction rate information of an
enzyme and a substrate, associating a structure model with rate parameters, and comparing three-dimensional difference of residues, according to the method, by collecting the
reaction rate correlation structure conformation, dynamic recognition of the key conformation state is achieved, the accuracy of three-dimensional space
difference analysis is improved, host expression optimization factors are fused in the construction process, and the construction efficiency is improved. According to the method, the expression efficiency is improved, conformation function screening and
structural stability parallel evaluation are carried out, the screening accuracy of efficient
catalysis and stable expression is enhanced, three links of recognition, screening and construction are broken through, the target
enzyme obtaining efficiency and expression quality are improved, and
enzyme engineering is promoted to be developed towards high-
throughput systematization.