S-N curve obtained under displacement-controlled low cycle fatigue test was deflected. Local stress ratio at the notch decreased with increasing strain or stress amplitude. The region of local stress ratio variation was defined as the transition region. Mechanisms of local stress ratio variation at notch root have been discussed. Fatigue life prediction method in transition region was proposed.