We identified several peripheral blood immune cells potentially associated with prognosis in ALS, mainly involving B naive cells, CD4 naive T cells, CD8 T cells, M0 and M2 macrophages, and neutrophils. The gene discussed is CD8A; the disease is amyotrophic lateral sclerosis.