FLAD1, which shows favourable prognostic features along with positive correlation with TPS, is essential for vitamin B2 (riboflavin) metabolism, facilitating mitochondrial function and the high energy demands of tumour cells energy demands. The gene discussed is FLAD1; the disease is neoplasm.