A bad tune up will get worse and more noticeable in cold weather. Remember your engine needs fuel, spark and air to run. The cold air does affect it. You need to have a proffesional check your tuneup. Spark plugs, wires, air filter, coil, all the typical tune up stuff needs to be checked over.