Investigations into candidate genes have revealed critical genetic variants, such as mutations in SPOCK2, which is vital for alveolarization, and surfactant-associated genes like ABCA3, linked to both nRDS and BPD development due to their impact on surfactant metabolism and lung development (45, 46). The gene discussed is ABCA3; the disease is newborn respiratory distress syndrome.