If you have orthogonal edges, please check if 'Orthogonal Edges' is still enabled. You can find this setting in the toolbar or in menu 'View'.
Otherwise, you can select the bends of an edge together with the nodes and move them together without changing their relative positions. To ease such movements, dragging a selection box with the mouse selects nodes and bends simultaneously.