bioRxivGenomicsPreprint
Umbilical Cord Blood Cell Transcriptional and Methylation Signatures at Birth Are Associated with BPD Development.
Qianli LiuiD, Kathryn A. HelminiD, J. Bailey, Xóchitl G. Pérez-LeonoriD, Duc PhaniD, Hiam Abdala‐ValenciaiD, Leena Bhattacharya MithaliD, Benjamin David SingeriD, Mary E. RobbinsiD, Marta PereziD
Abstract
Bronchopulmonary dysplasia (BPD) is the most common respiratory disease in preterm infants born at less than 28 weeks gestation. Most existing clinical prediction models for BPD show limited accuracy in predicting BPD development when validated using external data, stressing the need for novel biomarkers to identify at-risk infants for early and effective interventions. We leveraged existing frozen umbilical cord blood samples from the Northwestern University Cord Blood Biobank (NUCord) to perform parallel transcriptional and DNA methylation profiling. BPD-associated differentially expressed genes (DEGs) in our cohort included markers previously established in clinical and animal BPD studies, such as genes related to NF-{kappa}B signaling and immune responses. We also identified that BPD development is associated with disrupted methylation signatures in microRNA genes and genes associated with glucose metabolism. Our results suggest that BPD development is associated with distinct transcriptomic and epigenetic signatures when compared with healthy term and preterm infants. These signatures may represent biomarkers measurable at birth that predict BPD development during a time window when preventative or therapeutic interventions could be applied.
- organism: human
- assay: bulk RNA-seq
- assay: DNA methylation
- research focus: differential expression
- approach: statistical model
- Citations
- 0
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