Highlights
• Lactococcus lactis strains from different isolation sources exhibit significant genetic diversity.
• The isolation source of L. lactis strains is strongly associated with their carbohydrate metabolic pathways.
• The ecological niche of L. lactis strains in a specific nutritional environment influences their functional adaptive evolution.
• L. lactis commonly harbors glycopeptide resistance genes and multiple resistance mechanisms.

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