Over expression of recombinant proteins triggers a cellular stress response (CSR) that down-regulates numerous genes that have a key role in sustaining expression. Instead of trying to individually up-regulate these genes we hypothesized that a superior strategy would be to modulate the expression of global regulators that control the expression of many such downstream genes. Transcriptomic profiling of post induction cultures expressing recombinant asparaginase in Escherichia coli showed the down-regulation of several critical genes many of which were under the control of the global regulator lrp which is known to have a significant impact on both amino acid metabolism and protein translation. Therefore, to ameliorate the deleterious effects of the CSR we decided to supplement the activity of lrp using plasmid-based co-expression. We observed that the test culture containing an additional plasmid expressing lrp under the arabinose promoter gave a 50% higher yield of recombinant L-Asparaginase after 32 h in batch culture compared to the control, which had only one plasmid expressing the recombinant protein. This approach helped us design a better performing strain, which could sustain expression rates for a significantly longer time period. This work illustrates that modifying the expression of regulatory genes could serve as a better strategy to prevent the reprogramming of the cellular machinery which is the hallmark of the CSR and help in the design better hosts for recombinant protein expression.