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Eligibility criteria: First, we identified patients meeting claims-based criteria for T2D between 01/01/2011 and 12/31/2019, using International Classification of Disease, Ninth/Tenth Revision, Clinical Modification (ICD-9/10-CM) diagnosis codes occurred at the primary or secondary position from inpatient, outpatient or carrier claims (Supplement Table 2)

Broad-spectrum antibiotics affect the gut community, causing rapid declines in taxonomic richness and diversity 10

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Polyphenols and Prebiotics To cultivate beneficial bacteria that support GLP-1 production, consider incorporating polyphenol-rich foods