Dr. William Haynes Dr. Haynes. Lowers HDL: Smoking appears to decrease good HDL cholesterol with little consistent effect on the bad LDL cholesterol. The lower levels of HDL will increase the risk for heart attack and stroke. It is difficult to treat low hdl, other than stopping smoking.