Variations in tumor characteristics and surgical approaches were observed, with studies indicating a higher incidence of PTC in females, varying tumor sizes, and differences in PTH levels between PHPT and secondary hyperparathyroidism (SHPT) cases. This evidence concerns the gene PTH and secondary hyperparathyroidism.