In ROP-related networks EPO, G-CSF, IL-8, BDNF and VEGF-A formed a number of strong connections at different time points, while in BPD IL-1β, IGF-1 and IL-17 emerged as network hubs. Here, EPO is linked to bronchopulmonary dysplasia.