Similarly, ALDH1A1, alongside other aldehyde dehydrogenase family members such as ALDH4A1 and ALDH3A2, underscores the role of metabolic dysregulation in thyroid cancer progression. Here, ALDH3A2 is linked to thyroid cancer.