IANAB but I wouldn't be completely surprised if the gene expression of an egg or sperm cell or fetus depended on the conditions of the parent. (I wouldn't be surprised otherwise, if sperm and egg cells are designed to be as independent as possible from the parent.) It might not be gene expression in particular, after all, drug use affects babies, so why not obesity? Of course we were originally talking about gene expression within brains.