TG and hyperthyroidism: While both aging metrics were linked to thyroid hormone alterations and autoimmune markers, phenotypic age consistently exhibited stronger and more linear associations—particularly with FT3 levels, PTGAb, overt hyperthyroidism, and subclinical hypothyroidism.