This research is being done to test whether differences in blood cells at baseline (start of the study) can be used to predict how well omalizumab will work in a patient. Omalizumab (Xolair) is a drug approved by the U.S. Food and Drug Administration (FDA) to treat asthma. Studies show that omalizumab improves the symptoms of asthma but some people experience better improvement than others.