In summary, age, NIHSS score, dysphagia, atrial fibrillation, cardiac insufficiency, renal insufficiency, hepatic insufficiency, FBG, CRP, NEUT% and prealbumin were independent factors associated with the development of AP in AIS patients. Here, TTR is linked to Hepatic failure.