Amyotrophic lateral sclerosis is the most frequently occurring neuromuscular degenerative disorders, and has an obscure aetiology. Whilst major progress has been made, the majority of the genetic variation involved in ALS is, as yet, undefined. In this thesis, multiple genetic studies have been conducted to advance our understanding of the genetic architecture of the disease. In the light of the paucity of comprehensive genetic studies performed in Chinese, the presented study focused on advancing our current understanding in genetics of ALS in the Han Chinese population. To identify genetic variants altering risk of ALS, a genome-wide association study (GWAS) was performed.The study included 1,324 Chinese ALS cases and 3,115 controls. After quality control, a number of analyses were performed in a cleaned dataset of 1,243 cases and 2,854 controls that included: a genome-wide association analysis to identify SNPs associated with ALS; a genomic restricted maximum likelihood (GREML) analysis to estimate the proportion of the phenotypic variance in ALS liability due to common SNPs; and a genebased analysis to identify genes associated with ALS. There were no genome-wide significant SNPs or genes associated with ALS. However, it was estimated that 17% (SE: 0.05; P=6×10 -5 ) of the phenotypic variance in ALS liability was due to common SNPs. The top associated SNP was within GNAS (rs4812037; p =7×10 -7 ). GNAS was also the most associated gene from the gene-based study (p =2×10 -5 ). Based on GWAS data, a fragment-length and repeat-primed PCR was performed to determine GGGGCC copy number and expansion within the C9orf72 gene in the cohorts (1,092 sporadic ALS and 1,062 controls) from China.A haplotype analysis of 23 SNPs within and surrounding the C9orf72 gene was performed.The C9orf72 hexanucleotide (GGGGCC)n repeat expansion (HRE) was found in three sALS patients (0.3%) but not in control subjects (p = 0.25, Fisher's exact test). Two cases 2 with HRE did not harbor four risk alleles that have previously been determined to be Contributions by others to the thesis