Highlights
• Lactobacillus, Acetobacter and Pediococcus are the key genera to maintain the stability of the vinegar fermentation ecosystem.
• The most frequently substrates and metabolites are glucose, fructose, and maltose, and lactic acid, acetic acid and ethanol, respectively.
• The metabolic influence between species pairs was calculated and the metabolic interaction network was constructed.
• Lactobacillus is the key role with robust metabolic control in the fermentation ecosystem.
• Acetic acid and lactic acid are the main metabolites with feedback regulation in microbial metabolism of cereal vinegar.
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