This study aimed to characterize structure-derived functional connectivity (FC) changes in BDII-D and to determine how dysconnectivity relates to depression severity and inflammatory markers, particularly interleukin (IL)-1β. This evidence concerns the gene IL1B and depressive symptom measurement.