Table 1:
Method | Abbreviation | Description | Type of variation | Studies |
---|---|---|---|---|
Genome-wide association study |
GWAS | Genotyping of 100,000s to millions of common single nucleotide polymorphisms (SNPs) across the genome to identify regions associated with trait of interest |
Common Non-coding Regulatory |
Meisinger et al. 2009 PMID: 19110211 Soranzo et al. 2009 PMID: 19221038 Soranzo et al. 2009 PMID: 19820697 Gieger et al. 2011 PMID: 22139419 Schick et al. 2016 PMID: 26805783 Qayyum et al. 2012 PMID: 22423221 Li et al. 2013 PMID: 23263863 Oh et al. 2014 PMID: 25705162 Kim et al. 2015 PMID: 26064965 Kamatani et al. 2010 PMID: 20139978 Shameer et al. 2014 PMID: 24026423 Astle et al. 2016 PMID: 27863252 |
Whole exome sequencing |
WES | Direct sequencing of coding regions of the genome to identify non-synonymous and synonymous variants associated with trait of interest |
Rare Coding |
Auer et al. 2012 PMID: 23103231 Polfus et al. 2016 PMID: 27486782 |
Exomechip | Genotyping of ~250,000 previously observed rare to low frequency coding variants and a small fraction of previously associated SNPs from GWAS to examine contribution of exonic variants to trait of interest and to replicate previous findings, respectively |
Mostly Rare Mostly Coding |
Auer et al. 2014 PMID: 24777453 Eicher et al. 2016 PMID: 27346686 |
|
Whole genome sequencing |
WGS | Direct sequencing of the entire genome to identify individual SNPs, genomic regions, or other types of variation associated with trait of interest. Sometimes such data are used as a reference panel to impute or infer genotypes in larger samples. |
All | Iotchkova et al. 2016 PMID: 27668658 |
Phenome-wide association study |
PheWAS | Examining the association of a single genetic variant across hundreds of available traits to determine possible effects of a variant across phenotypes |
Usually common | Shameer et al. 2014 PMID: 24026423 |
Mendelian Randomization |
MR | Using the random assortment of genetic alleles and SNPs as strong instrument variables for prospective intermediate phenotypes to determine causal relationships between different traits |
N/A | Astle et al. 2016 PMID: 27863252 |