Table 1.
Assay | Protocol | Processed data format | Direct application to GRN |
---|---|---|---|
Gene expression | RNA-seq, microarray | Table of samples (columns) by genes (rows) | Output |
Chromatin state | ChIP-seq, ATAC-seq | List of peaks | Nodes |
Chromatin interactions | Hi-C, ChIA-PET, GAM | Matrix of interactions | Edges |
DNA methylation | BS-seq | List of methylated sites | Nodes |
Single-cell technology | scRNA-seq | Table of cells (columns) by genes (rows) | Discriminate different GRNs |
GRN gene regulatory network, RNA-seq RNA-sequencing, ChIP-seq chromatin immunoprecipitation followed by high-throughput sequencing, ATAC-seq Assay for Transposase Accessible Chromatin followed by high-throughput sequencing, Hi-C high-throughput chromosome conformation capture, ChIA-PET Chromatin Interaction Analysis by Paired-End Tag Sequencing, GAM genome architecture mapping, BS-seq bisulfite sequencing, scRNA-seq single-cell RNA-sequencing