I just did 4 wine bottles with oil based adhesive labels. I soaked them in hot soapy water (using laundry detergent) After scraping off the paper I used pure acetone on cotton make up pads. Be sure to keep changing the pad to a clean one. Oh...and if you just did your nails wear gloves...I had an ooopsie!
