Probably either exuded plasticizer or mold release on the treads—to be expected with rubber treads. Wash thoroughly (try Windex, too). Wipe down with alcohol just before painting.
Add about one drop of soap or detergent to a batch of thinned paint for airbrushing—not enough to foam.