Background: Cyanobacterial carbohydrates, such as sucrose, have been considered as a potential renewable feedstock to support the production of fuels and chemicals. However, the separation and purification processes of these carbohydrates will increase the production cost of chemicals. It has been proposed that co-culture fermentation is an efficient and economical way to utilize these cyanobacterial carbohydrates. However, studies about the application of co-culture system to achieve the green biosynthesis of platform chemicals are still rare.Results: In this study, we successfully achieved one-step conversion of sucrose derived from cyanobacteria to fine chemicals by constructing a microbial consortium consisted of fast-growing cyanobacterium Synechococcus elongatus UTEX 2973 and Escherichia coli to sequentially produce sucrose and then platform chemical 3-hydroxypropionic acid (3-HP) from CO2 under photoautotrophic growth condition. First, efforts were made to overexpress sucrose permease coding gene cscB under strong promoter Pcpc560 in S. elongatus UTEX 2973 for efficient sucrose secretion. Second, sucrose catabolic pathway and malonyl CoA-dependent 3-HP biosynthetic pathway were introduced into E. coli BL21(DE3) for heterologous biosynthesis of 3-HP from sucrose. By optimizing the cultivation temperature from 37℃ to 30℃, a stable artificial consortium system was constructed with the capability of producing 3-HP up to 68.29 mg/L directly from CO2. In addition, cell growth of S. elongatus UTEX 2973 in the consortium was enhanced, probably due to the quick quenching of reactive oxygen species (ROS) in the system by E. coli, which in turn improved photosynthesis of cyanobacteria. Conclusion: The study demonstrated the feasibility of achieving the one-step conversion of sucrose to fine chemicals using an artificial consortium system. The study also confirmed that the heterotrophic bacteria could promote cell growth of cyanobacteria by relieving oxidative stress in this microbial consortium, which further suggests the potential values of this system for the future industrial application.