Highlights •The interaction between bacteria and microalgae was quantified by enhancement rate.•Bacteria improved the tolerance of microalgae to pollutants.•Symbiosis of bacteria and microalgae reduced carbon emissions.•The accumulation of biomass and high value-added products was promoted.•Bacteria strengthened the removal of pollutants.