I used pine oil soap mixed with hot water and let them sit in a strong solution for a few hours and then gave a once-over with a stiff nylon brush. I haven’t tried that before but it works with paint brushes so I figured I’d give it a go. Brushes I let soak for days, though. Worked alright - it removed roughly 92% of it.