Regarding the inflammatory markers selected for this study, IL-6 was chosen for its well-established role as a primary pro-inflammatory cytokine and its recognized association with neonatal complications, such as sepsis, necrotizing enterocolitis, and even ROP [9,51]. Here, IL6 is linked to Sepsis.