This review focuses on mutation penetrance in ALS (<i>C9orf72</i>, <i>SOD1</i>, <i>TARDBP</i>, <i>FUS</i> genes), its variability across genes, age, and environmental or genetic modifiers, and its implications for genetic counseling. Here, FUS is linked to amyotrophic lateral sclerosis.