Notably, BAFF/TNFSF13B was correlated with apathy after stringent correction, a key symptom of bvFTD, suggesting the significant role of the TNF family in disease pathogenesis. The gene discussed is TNFSF13B; the disease is behavioral variant of frontotemporal dementia.