Objective: This study aims to systematically evaluate the effects of various exercise types and doses on BDNF levels in patients with depression through pairwise meta-analysis, network meta-analysis (NMA), and dose–response NMA and to provide personalized exercise prescription recommendations. This evidence concerns the gene BDNF and depressive symptom measurement.