Molecules like PAPPA, TIMP1, and HMGA2 are particularly noteworthy due to their substantial sample sizes and diagnostic utility, making them promising candidates for enhancing thyroid cancer diagnosis. The gene discussed is PAPPA; the disease is thyroid cancer.