Speaking to donors at a San Diego fund-raiser last month, Barack Obama reassured the crowd that he wouldn't give in to Republican tactics to throw his candidacy off track.

"Listen, I'm skinny but I'm tough," Sen. Obama said.

But in a nation in which 66% of the voting-age population is overweight and 32% is obese, could Sen. Obama's skinniness be a liability?...