Here, we present a novel gene expression RNA-seq data set generated from CD8+ T cells from 145 subjects with varying levels of premature birth and report the identification of disease biomarkers for BPD and PRD. The gene discussed is CD8A; the disease is bronchopulmonary dysplasia.