2,5-dimethylpyrazine (2,5-DMP) is of important economic value in food industry and pharmaceutical industry, and is now commonly produced by chemical synthesis. In this study, a recombinant Escherichia coli high-efficiently converting L-threonine to 2,5-DMP was constructed by combination of metabolic engineering and cofactor engineering. To do this, the effect of different threonine dehydrogenase (TDH) on 2,5-DMP production was investigated, and the results indicate that overexpression of EcTDH in E. coli BL21(DE3) was beneficial to construct a 2,5-DMP producer with highest 2,5-DMP production. The recombinant strain E. coli pRSFDuet-tdhEc produced (438.3±23.7) mg/L of 2,5-DMP. Furthermore, the expression mode of NADH oxidase (NoxE) from Lactococcus cremoris was optimized, and fusion expression of EcTDH and LcNoxE led to balance the intracellular NADH/NAD+ level and to maintain the high survival rate of cells, thus further increasing 2,5-DMP production. Finally, the accumulation of by-products was significantly decreased because of disruption of shunt metabolic pathway, thereby increasing 2,5-DMP production and the conversion ratio of L-threonine. Combination of these genetic modifications resulted in an engineered E. coli Δkbl ΔtynA ΔtdcB ΔilvA pRSFDuet-tdhEcnoxELc-PsstT (EcΔkΔAΔBΔA/TDHEcNoxELc-PSstT) capable of producing (1 095.7±81.3) mg/L 2,5-DMP with conversion ratio of L-threonine of 76% and a yield of 2,5-DMP of 28.8% in 50 mL transformation system with 5 g/L L-threonine at 37 °C and 200 r/min for 24 h. Therefore, this study provides a recombinant E. coli with high-efficiently catalyzing L-threonine to biosynthesize 2,5-DMP, which can be potentially used in biosynthesis of 2,5-DMP in industry.