From the findings of SCS and bioinformatics predictive analytics model, our outcomes provided a better understanding of the roles of STAT, the JAK‐STAT signaling pathway, and VIM, which can pave an alternative avenue for further studies on HIE progression. The gene discussed is SOAT1; the disease is perinatal asphyxia.