 He was also the 2005 chair of the Maryland Rural Caucus.After initially filing to run for reelection, Elmore withdrew from the race in late June 2010 while spending several days in the hospital receiving treatment for a cracked vertebra he suffered the previous winter.Elmore died on June 26, 2010 following a brief bout of cancer.