Although some people may see a rise in cholesterol on a ketogenic diet, those people would likely see an increase regardless because rapid weight loss, be it water weight or body fat, can lead to a temporary, short-term rise in LDL cholesterol. Eliminating several food groups and the potential for unpleasant symptoms may make compliance difficult.