There were no obvious reasons for the difference.
According to the study authors, "despite increased national attention to gender inequalities in salary, women in the life sciences at all academic ranks, both PhDs and MDs, continued in 2007 to receive lower annual salaries than did their male counterparts."
References:
Image source: OpenClipArt.org, public domain.