Thank you all for your feedback.
I found the following papers that describes how to address this issue:
1) Tsai, M.J. "Accounting for Dissolved Gases in Pump Design", Chemical Engineering, July 26, 1982, pp65-69
2) Chen C.C. et al, "Cope with Dissolved Gases in Pump Calculations", Chemical...