why choose us

300×250 Ad Slot

Research Article: Construction and subgroup validation of a predictive model for IVIG-resistance in kawasaki disease

Date Published: 2026-08-13

Abstract:
Kawasaki disease is an acute immune vasculitis, and intravenous immunoglobulin (IVIG) therapy was an important treatment method, although a small proportion of children exhibited IVIG resistance. Our study aimed to construct a risk model for Kawasaki disease with IVIG resistance and to validate it across different clinical characteristic subgroups, with the goal of optimizing personalized and precise management to improve patient outcomes. We first compared various factors between the groups with and without IVIG resistance. Then, we used LASSO analysis to screen for factors that significantly predicted outcomes. The selected factors were used to develop the risk model. We evaluated the model using ROC curves, calibration curves, and decision curve analysis, and conducted internal validation through 5-fold cross-validation. Finally, we performed subgroup analyses based on age, sex, and other factors. Through univariate analysis, LASSO analysis, and correlation analysis, we identified WBC, PLT, CRP, fever days, PLR, and ALT as key factors in constructing the risk model. The model achieved an area under the curve of 0.816 (95% CI: 0.775–0.857). Additionally, calibration curves, DCA, and 5-fold cross-validation demonstrated that the model had good predictive performance. The model's effectiveness was also satisfactory across various subgroups. Our study successfully constructed a risk model for Kawasaki disease with IVIG resistance in the Chinese population. The model demonstrated strong predictive ability and was validated across multiple subgroups, showing potential clinical application value.

Introduction:
Kawasaki disease (KD) is a systemic, non-specific acute vasculitis that primarily affects children under five years old ( 1 ). The disease is especially prevalent in East Asia, particularly in Japan, China, and South Korea ( 2 ). Epidemiological data indicated that the incidence in boys was approximately 1.5 times higher than in girls. The main treatment during the acute phase involved intravenous immunoglobulin (IVIG) combined with aspirin. Early administration of IVIG was proven to alleviate all clinical…

Read more

300×250 Ad Slot