Biocatalysis in high-concentration organic solvents has been applied to produce various industrial products with many advantages. However, using enzymes in organic solvents often suffers from inactivation or decreased catalytic activity and stability. So, improving the tolerance of enzymes in organic solvents is essential. Herein, the method of regional random mutation combined with combinatorial mutation was used to improve the resistance of transaminase from Aspergillus terreus (AtATA) in organic solvents, and the best mutant T23I/T200K/P260S (M3) was acquired. In different concentrations of dimethyl sulfoxide (DMSO), the catalytic efficiency toward 1-acetylnaphthalene and the stability were higher than the wild-type (WT) of AtATA. M3 also showed enhanced stability against six organic solvents with different oil-water partition coefficients (log P values). The results of decreased Root Mean Square Fluctuation (RMSF) values via 20-ns molecular dynamics simulations under different concentration DMSO revealed that mutant M3 had lower flexibility, acquiring a more stable protein structure and contributing to its organic solvents stability than WT. Intra- and intermolecular interaction analysis indicated that the increased hydrogen bonds and hydrophobic interactions within monomers or at the interface of two monomers also strengthened the stability of the overall structure against organic solvents. Furthermore, M3 was applied to convert 1-acetylnaphthalene for synthesizing (R)-(+)-1(1-naphthyl)-ethylamine ((R)-NEA), which was and an intermediate of Cinacalcet Hydrochloride. Moreover, 3~10 mM 1-acetylnaphthalene can be converted to (R)-NEA with 94.2~38.9% yield and a strict R-stereoselectivity within 10 h under 25% DMSO, which was higher than WT and expected to be a potential biocatalyst for industrial application.