Enzymatic resolution of ethyl tetrahydrofuroate to produce (S)-2-ethyl tetrahydrofuroate and (R)-2-tetrahydrofuroic acid is a green biomanufacturing strategy. However, enzymatic activity and selectivity are still limiting factors of their industrial applications and development. In previous study, we incidentally found that a Bacillus licheniformis alkaline protease (BLAP), not a lipase, could specifically resolve ethyl tetrahydrofuroate to produce (S)-2-ethyl tetrahydrofuroate and (R)-2-tetrahydrofuroic acid. In this study, the point-saturation-mutation libraries based on the seven amino acid sites (L105, I113, P114, L115, V309, Y310, and M326) were constructed and screened using the molecular docking technology. It was found that activity of the mutant BLAPY310E reached 182.78 U/mL with high stereoselectivity, 3.14 times higher than that of the wild-type BLAP. Further simulated mutation analysis showed that the Y310E mutation increased the distance from the substrate ligand to the binding pocket from 2.3 Å to 4.5 Å, reducing steric hindrance to the active center. Under the optimal conditions and after 3.5 h of reaction catalyzed by BLAPY310E, 200 mM ethyl tetrahydrofuroate was converted to (S)-2-ethyl tetrahydrofuroate and (R)-2-tetrahydrofuroic acid with the ee values of 99.9 % and 68.63 %, respectively. The enantiomeric ratio of BLAPY310E was 105.5, which was 30.23 times higher than that of BLAP. This study advances the comprehension of protease activity and selectivity mechanisms in resolving ester substances and lays a robust foundation for the industrial production of the optically pure (S)-2-ethyl tetrahydrofuroate and (R)-2-tetrahydrofuroic acid via biological enzymatic methods.