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Gut microbial changes have been causally associated with metabolic diseases, triggering huge interest in designing gut microbiome-based therapy. Here we discuss the open questions and challenges of translating ongoing gut microbiome-based intervention strategies to safe and efficacious clinical therapies. We also consider how the accumulating insights into host–microbe interactions in metabolic regulation could be harnessed as new dimensions to strengthen the translational prospect.…