This may relate to elevated HIF-1α concentrations in tumor microenvironments, consistent with conclusions that ADM promotes tumor angiogenesis through HIF-1 signaling pathways (Liu and Zhou, 2025). This evidence concerns the gene HIF1A and neoplasm.