AI Article Synopsis

  • The study focused on identifying risk factors for relapse in children with primary nephrotic syndrome (PNS) using logistic regression on a sample of 120 patients.
  • Key findings indicated that concurrent infections, irregular glucocorticoid therapy, severe hypoalbuminemia, and persistent severe hyperlipidemia were significant predictors of frequent relapses, with infections being the primary cause.
  • The developed logistic regression model showed strong predictive power, particularly with serum albumin being the most effective indicator, suggesting early intervention should target these critical risk factors to reduce relapse rates.

Article Abstract

This study aimed to investigate relapse risk factors in children with primary nephrotic syndrome (PNS) for prevention and early intervention via logistic regression. One hundred thirty-seven children with PNS were enrolled in this study. Clinical variables were analyzed by single-factor and multiple regression analysis to establish the regression equation. The predictive ability of the regression equation was investigated by the receiver operating characteristic curve (ROC). Files of 17 patients were lost, and 120 patients were enrolled finally in the study, among whom 55 cases (45.8%) had frequently relapsed. Single-factor analysis and multiple regression analysis revealed that concurrent infection on first onset, irregular glucocorticoid therapy, severe hypoalbuminemia, and persistent severe hyperlipidemia were the significant risk factors for frequent relapse on PNS (P < .05), among which infection remained to be the main inductive factor. Among the 4 indicators, serum albumin had the best diagnostic efficacy based on the area under the ROC curve (0.933), sensitivity (89.09%), and specificity (81.54%). The area under curve, sensitivity, and specificity for the combined diagnostic model of the 4 indices were 97.8%, 98.18%, and 90.77%, respectively, which had good predictive power for the relapse of patients. Concurrent infection, irregular glucocorticoid therapy, severe hypoalbuminemia, and persistent severe hyperlipemia were all the risk factors for PNS relapse. The established logistic regression model based on these factors above is reliable for predicting frequent PNS relapse. Much attention should be paid to these critical factors, and early intervention should be taken to reduce the incidence of relapse.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9302243PMC
http://dx.doi.org/10.1097/MD.0000000000029866DOI Listing

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