You might try some automotive upholstery cleaner, the kind you spray on foamy then scrub with a towel and wipe off. I've cleaned similar bags by running them through a gentle cycle in my front load clothes washer with no problems, but YMMV. If you take it to a dry cleaner or fabric shop, somebody can probably offer cleaning suggestions.