HighlightsWe employed a high-field 7-T functional MRI data-driven graph-theory approach.Higher rumination was associated with reduced precuneus strength in depression.Higher rumination related to lower MOFC influence on the precuneus in depression.Overall rumination related to lower connectivity within the DMN.