Genetics |
Whole-genome sequencing |
Observed rather than imputed data, full genome coverage, better copy number variant and rare SNP determination |
Epigenetics |
Genome-wide methylation array |
Quantitative accuracy and reproducibility |
Epigenetics |
Methylation sequencing (e.g., whole-genome bisulfite sequencing) |
High resolution (up to single-base) |
Epigenetics |
single-cell epigenetics (e.g., single-cell whole-genome bisulfite sequencing) |
Localization of epigenetic changes to specific cell types |
Transcriptomics |
single-cell RNA-sequencing |
Localization of transcriptomic changes to specific cell types |
Transcriptomics |
spatial transcriptomis (e.g., 10x Genomic’s Visium) |
Localization of transcriptomic changes to specific physical locations |
Transcriptomics |
small RNA sequencing (e.g., miRNA-seq) |
Amplification of microRNA (miRNA), small interfering RNA (siRNA), and piwi-interacting RNA (piRNA) |
Analytics |
Meta-analyses |
Increased power and diversity of subjects |
Analytics |
Cross-disease comparison methods (e.g., PRSice and LDPred) |
High-resolution scoring with conditioning on covariates or linkage disequilibrium |