08Dec 2022
Development of a Peripheral Blood Transcriptomic Gene Signature to Predict Bronchopulmonary Dysplasia

Development of a Peripheral Blood Transcriptomic Gene Signature to Predict Bronchopulmonary Dysplasia

To develop an early peripheral blood transcriptomic signature that can predict preterm neonates at risk for developing BPD. Neonates with BPD (n=62) exhibited a lower median gestational age and birthweight than non-BPD neonates. From an initial pool, 4,523 genes showed a false discovery rate (FDR) <1%. The machine learning models revealed AUCs ranging between 85.8% and 96.1%. Pathways integral to T cell development and differentiation were most associated with BPD. A derived 5-gene whole blood signature can accurately predict BPD in the first week of life.

  • #pulmonology

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