For the prediction of hair-BDNF, the strongest effects (VI > 75) were found for hearing aid use, shift work (positive), and matched tinnitus loudness (negative); followed by (VI > 50) smoking, TQ score, number of experienced traumatic events (negative), and SF-12 physical component summary (positive). This evidence concerns the gene BDNF and Tinnitus.