Among these, CSF NfL exhibited the highest diagnostic value for distinguishing ALS from mimics (pooled sensitivity: 0.87, specificity: 0.86, sAUC: 0.92). This evidence concerns the gene NEFL and amyotrophic lateral sclerosis.