It is known that exercise improves cancer survival, however, there is an unknown molecular link between physical activity and cancer occurrence. The purpose of this study was to determine the feasibility of studying biologic mechanisms related to exercise and cancer survival in the LIVESTRONG YMCA program. Eligible subjects were males and females who were diagnosed with prostate or breast cancer in the last three years, between 35-80 years of age, willing to provide urine samples at four time points, and enrollment in the 12-week LIVESTRONG YMCA program. Through a partnership with the University of Washington (UW) Mass Spectrometry Center and the UW Office of Nursing Research, two specific biomarkers were analyzed from the urine specimens. One of these markers is Estrogen DNA Adduct (EDA), an estrogen metabolite that binds to DNA and creates an increased potential of DNA mutation and cancer development. The other is 8-OH-dG, a biomarker related to oxidation. To determine the feasibility, we administered questionnaires to better determine patient satisfaction and calculate the percentage of participation and retention. One questionnaire surveyed the acceptability of our biospecimen collection procedures to participants, anticipated acceptability of additional biospecimen collection (blood and tissue samples) for future projects, and willingness to have a DEXA scan (for compensation). In order to determine the feasibility of conducting the study on a larger scale, we evaluated the percentage of participants enrolled out of those recruited, percentage of participants who provided urine samples out of those enrolled, and the percentage of participants who completed the program. Continuing to invest in our therapeutic, diagnostic and genetic understanding of cancer means that in the future, patients will have options based on scientific evidence.