Risk factors and prediction model for necrotizing enterocolitis in preterm infants with gestational age ≤ 32 weeks: a retrospective cohort study - Scorecard - MDSpire
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Risk factors and prediction model for necrotizing enterocolitis in preterm infants with gestational age ≤ 32 weeks: a retrospective cohort study
Clinical Scorecard: Identifying Risk Factors and Developing a Predictive Model for Necrotizing Enterocolitis in Preterm Infants Born at or Before 32 Weeks: A Retrospective Cohort Analysis
At a Glance
Category
Detail
Condition
Key Mechanisms
Multifactorial disease with significant risk factors including gestational age, birth weight, and various neonatal conditions.
Target Population
Care Setting
Key Highlights
Incidence of NEC among preterm infants was 12.27%.
Independent risk factors identified include IUGR, NRDS, sepsis, and invasive ventilator use.
A higher 5-minute Apgar score is a protective factor against NEC.
The predictive model demonstrated an AUC of 0.917 in the training set and 0.906 in the test set.
Good model calibration was indicated by the Hosmer–Lemeshow test.
Guideline-Based Recommendations
Diagnosis
Utilize clinical indicators such as gestational age, birth weight, and Apgar scores for NEC risk assessment.
Management
Implement preventive strategies based on identified risk factors for NEC.
Monitoring & Follow-up
Regularly assess preterm infants for signs of NEC, particularly those with identified risk factors.
Risks
Monitor for complications associated with NEC, including neurodevelopmental impairment and intestinal failure.
Patient & Prescribing Data
Preterm infants with gestational age ≤32 weeks.
Focus on early identification and management of risk factors to prevent NEC.
Clinical Best Practices
Incorporate a nomogram prediction model for assessing NEC risk in clinical settings.
Ensure comprehensive data collection for accurate risk stratification.
