In the GDFATHER trial (NCT04725474), the possible anti-cachexia effects of a monoclonal anti-GDF-15 antibody in monotherapy or in combination with a checkpoint inhibitor is being evaluated in patients with advanced cancers [125]. This evidence concerns the gene GDF15 and cancer.