Ammar Al-Chalabi, Jan Veldink and colleagues perform a genome-wide association study for amyotrophic lateral sclerosis (ALS) in 15,156 cases and 26,242 controls. They identify three new genome-wide-significant variants and establish ALS as a complex trait with a polygenic architecture, but with a distinct and important role for low-frequency variants. To elucidate the genetic architecture of amyotrophic lateral sclerosis (ALS) and find associated loci, we assembled a custom imputation reference panel from whole-genome-sequenced patients with ALS and matched controls (n = 1,861). Through imputation and mixed-model association analysis in 12,577 cases and 23,475 controls, combined with 2,579 cases and 2,767 controls in an independent replication cohort, we fine-mapped a new risk locus on chromosome 21 and identified C21orf2 as a gene associated with ALS risk. In addition, we identified MOBP and SCFD1 as new associated risk loci. We established evidence of ALS being a complex genetic trait with a polygenic architecture. Furthermore, we estimated the SNP-based heritability at 8.5%, with a distinct and important role for low-frequency variants (frequency 1–10%). This study motivates the interrogation of larger samples with full genome coverage to identify rare causal variants that underpin ALS risk.

Genome-wide association analyses identify new risk variants and the genetic architecture of amyotrophic lateral sclerosis