Heavy smoking as mentioned, can cause carboxyhemoglobin, by carbon monoxide attaching to RBC, and hindering the oxygen in red blood cells from being distrusted in the body, causing functional anemia, which can make tumors hypoxic as Cheryld mentioned, and chemo and radio resistant.