Identification and clinical validation of F3 as a peripheral blood biomarker for neonatal hypoxic-ischemic encephalopathy using dataset-specific bioinformatics analysis.

Background: Neonatal hypoxic-ischemic encephalopathy (HIE) is a major cause of neonatal death and long-term neurological disability. Early recognition of high-risk neonates remains difficult because clinical examination, imaging, electrophysiology, and biochemical tests may be limited by timing, access, or early sensitivity. We aimed to identify and clinically validate a peripheral blood biomarker candidate for HIE. Methods: Public transcriptomic datasets related to neonatal HIE or experimental hypoxic-ischemic injury were analyzed as separate biological resources. The human whole-blood dataset served as the primary discovery dataset. Experimental rat cortex datasets were analyzed separately and used only as supportive context after ortholog mapping. Candidate prioritization considered nominal human blood evidence, directionally concordant supportive transcriptomic signals, HIE-related disease-gene annotation, and validation in human peripheral blood mononuclear cells (PBMCs). F3 mRNA was measured by qRT-PCR, and full-length tissue factor (flTF) protein was assessed by immunofluorescence and Western blotting in an independent cohort of neonates with HIE ( Results: With an exploratory nominal screening threshold, dataset-specific analysis identified F3 as a candidate gene with nominal upregulation in the human whole-blood dataset (log2FC = 6.27, nominal Conclusion: F3/flTF was prioritized as an exploratory peripheral blood biomarker candidate on the basis of nominal human whole-blood transcriptomic evidence, supportive disease-model data, HIE-related disease-gene annotation, and independent PBMC validation. PBMC F3/flTF may help identify HIE and stratify risk, but larger human blood cohorts, confounder-adjusted analyses, and mechanistic studies are needed before clinical use can be considered.