As a core member of the phosphodiesterase family, PDE8B exhibited bidirectional regulatory characteristics in thyroid hormone synthesis via the cAMP signaling pathway and nucleotide metabolism network: its inhibition promoted hormone synthesis in hypothyroidism, while its interaction with PDE10A suppressed overactive cAMP signaling in hyperthyroidism. This evidence concerns the gene PDE10A and hypothyroidism.