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. 2022 Nov 3;1(4):382–398. doi: 10.1002/mlf2.12043

Table 4.

Accomplishments and perspectives of microbiome engineering strategies.

Approach Strategy What we have done What we can do
Bottom‐up engineering With naturally occurring strains Successfully applied for construction of the microbiome to degrade specific compounds in the lab and practical bioremediation Maintaining long‐term stability and coexistence of the members
With engineered strains Synthetic consortia were constructed by the DOL approach, such as dividing the pollutant mineralization pathway into different strains Maintaining long‐term stability and enhancing metabolite‐exchange efficiency. Mathematical models proposed by Lingchong You et al. can help guide the engineering of metabolic pathways by the DOL approach 54 . Developing population control techniques for GMO restriction
Top‐down engineering Enrichment Successfully applied for construction of microbiomes to degrade specific compounds in the lab and practical bioremediation Optimization of imposed perturbations, including various environmental conditions, and dilution factors guiding the top‐down engineering process with the ecological models and mathematical models, such as bottleneck, resource shift, and species knock‐in 107 . If possible, using artificial selection and directed evolution before enrichment
Artificial selection After dozens of selection cycles, the late generations are more efficient than the seeding microbiome
Directed evolution Only in theory