Pericyte sub-population 2, highly expressing Col1a1, was vulnerable to pathological angiogenesis, and Col1a1 expression was upregulated in the aqueous humor of patients with PDR or ROP. The gene discussed is COL1A1; the disease is retinopathy of prematurity.