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Rom J Intern Med (2015) 53:296303

[43] integrated three data sets: species abundance (obtained from shotgun metagenomics on gut microbiota), normalised KEGG gene abundance and normalised metabolite profile (plasma metabolomics), into a multi-omics classifier

Sreeramareddy , Dan J

Phase Phase 6 Maximum dose Weeks Weeks 21+ Dose 15 mg once weekly Notes Maximum FDA-approved dose

If the goal includes sustained metabolic benefits or ongoing joint protection during high-load activity, extending the protocol to 12 weeks or transitioning to a maintenance dose provides better long-term results

Liraglutide and denatonium benzoate attenuate T2DM-induced metabolic, neurological, and testicular changes in rats: Targeting oxidative stress, inflammation, and BCRP transporter