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. 2022 Jun 3;23(11):6281. doi: 10.3390/ijms23116281

Table 1.

Strengths and weaknesses of omics approaches.

Approach Strengths Weaknesses
Genomics Gives all sequence information on exons (whole exome sequencing) and additionally on introns, promoters, enhancers, intergenic regions, etc (whole genome sequencing)
Identifies essential alterations
Prediction of final biological effect limited
Epigenomics Gives information on potential regulation of genes Dynamic nature and differences between cell types is often not reflected
Correlation to gene expression may be limited
Cistromics Describes genome architecture
Gives information on gene regulation
Limited to specific binding factors or histone modifications analyzed
Necessitates validated tools (e.g., high-grade selective antibodies)
Correlation to gene expression may be limitedExpensive
Transcriptomics Global expression analysis
May detect all splice variants
Sensitive, high dynamic range and quantitative
Cell-specific transcriptomes can be resolved in single-cell experiments
Represents only an intermediate step
Differences between organ- and cell-specific transcriptomes
Correlation to protein levels not always linear
Proteomics Addresses final regulation level
Proteins are the main cellular effectors
Some proteins are difficult to separate
High dynamic range of proteome makes detection difficult
Absolute quantification necessitates labeling
Individual experiments give only limited coverage
Post-translation modifications may have strong impact on activity but can be difficult to analyze
Metabolomics Close to phenotype
Allows repetitive sampling of accessible biofluids
High diversity of metabolites of which only fraction is measured
May be difficult to analyze and interpret