As a result, Hb concentration had a negative causal relationship with the risk of ALS, established through IVW (OR = 0.854; 95% CI: 0.767–0.951; p = 0.00418) of the univariable MR analysis. The gene discussed is GSTM1; the disease is amyotrophic lateral sclerosis.