Until around day 22, estrogen levels increase a little. However, after day 22, the corpus luteum stops making progesterone, and the levels of both progesterone and estrogen in the body start to drop. The amount of progesterone and estrogen in the body are at their lowest around the 28th day of the menstrual cycle.