ianRobinson, 
I washed my Tom Bihn Brain Bag backpack in the washing machine. It seems to have survived okay. And it is nice and clean.
I've had it for decades. Tom Bihn stuff is the best.
https://www.tombihn.com/collections/backpacks/products/brain-bag