It could also be a blood Sugar issue. I had the same problem with these low-carb diets. You could try a spoonful of vegetable glycerin before you go to bed and see if that helps stabilize blood sugar. I've found that chlorella really stabilizes my blood Sugar & eliminates constipation (several studies support these benefits) It would also cleanse your liver & all systems. A sublingual melatonin can also really help.