If they claim it is OK for DC then it will not be an electrolytic capacitor that can explode if you put the wrong polarity voltage across it for any length of time. Just to be sure look to see if there are any polarity markings on the capacitor. The only other thing to check is the voltage rating is higher than say 20V to give you enough margin.