Visualization of Risk Factors and Predictive Models for Early Death of Neonatal Gastric Perforation

Author:

Mengying Cui12ORCID,Pengfei Chen12,Jinfeng Hou12ORCID,Yi Wang12,Wei Liu12,Zhenhua Guo12

Affiliation:

1. Department of General Surgery & Neonatal Surgery, Liangjiang Wing, Children’s Hospital of Chongqing Medical University, Chongqing, China

2. Ministry of Education Key Laboratory of Child Development and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, National Clinical Research Center for Child Health and Disorders, Chongqing Key Laboratory of Pediatrics, Children’s Hospital of Chongqing Medical University, Chongqing, China

Abstract

A retrospective analysis was performed from May 2003 to October 2021 at our hospital. One hundred and eleven neonates diagnosed with gastric perforation were categorized into non-survivor and survivor groups based on prognosis. The mortality rate was 23.42%. Logistic regression was used to analyze the factors influencing the early neonatal death. The non-survivor groups showed more abdominal distension, vomiting, hypoxia, acidosis, hyperkalemia, and coagulation abnormalities. Serum potassium concentration (odds ratio [OR] 2.148, P = .043) was an independent risk factor; however, arterial partial pressure of oxygen (OR 0.977, P = .024), bicarbonate (OR 0.779, P = .023), and platelet count (OR 0.986, P = .014) had protective effects on neonatal death. Based on this, a visualized nomogram prediction model was constructed, patients who had a nomogram score of more than 163.787 was considered to have high risks of mortality, the area under the curve of this was up to 0.828 (95% confidence interval [0.733, 0.923]), the sensitivity was 80.0%, and the specificity was 76.9%.

Publisher

SAGE Publications

Subject

Pediatrics, Perinatology and Child Health

Reference26 articles.

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