In the PSM cohort, Spearman’s correlation analysis revealed that the inverse relationship between HALP and dementia severity did not reach statistical significance, while there persisted as a strong non-significant trend (r = –0.138, P = 0.067) (Table 4). The gene discussed is NAT10; the disease is dementia.