Among laboratory parameters, elevated NLR, reduced PNI, glycated hemoglobin (HbA1c) ≥ 7%, and hypoalbuminemia (serum albumin < 3.8 g/dL) emerged as significant and independent risk factors for SWI development. Here, ALB is linked to Hypoalbuminemia.