We consider the integration of three datasets, two of which comprise static measurements (ChIP chip and PPI), and the other of which comprises gene expression time course data.
Databases dedicated to stress-responsive genes exist which comprise genes that are differentially regulated under stress conditions.
Cluster D, which comprise genes downregulated in the CRE1 knockout at low growth rate, exhibited a significant enrichment of genes encoding carbohydrate active enzymes.
First, physiological candidate genes, which comprise genes with known roles in the trait of interest, are scanned for polymorphisms and tested for associations with variation in the trait (Rothschild et al. 1996, 2000; Short et al. 1997; Jiang et al. 2001; Vallet et al. 2005; Fernandez-Rodriguez et al. 2011).
On the other hand, candidate selection was based on whole genome analyses of a representative discovery set, which comprised genes of the pathogen-recognition receptors (toll-like receptor (TLR) 2); CD14) and the complement system (CD59), as well as members of the heme degradation pathway (haptoglobin (HP), CD163, heme oxygenase-1 (HMOX1), biliverdin reductase (BLVR) A and B).
All 616,201 variant positions were annotated based on the B73 filtered gene set which comprises 39,656 genes (Additional file 1: Table S7), resulting in 26,620 genes (67.1%) tagged with at least one variant in their coding, intronic, or UTR region, compared to 17,520 genes tagged by SNPs of the Illumina® MaizeSNP50 BeadChip (44.2%).
Based on a partition of this initial network, which comprises 168 genes involved in a cycle genes and all genes connected to the cycle genes by up to three edges and all the eQTL associated with these genes, a SEM analysis has been performed for its sparsification.
This gene is a member of the recently described NBPF gene family, which comprises 22 genes with highly repetitive exon types [27] [29].
By overlapping the upregulated HL and HCC enriched genes shown in supplementary material Tables S6 and S7, we identified a liver cancer progression gene signature, which comprises 20 genes that remained upregulated throughout human and zebrafish HCC progression (Fig. 7D; supplementary material Table S8).
Deleting this pattern instance, which comprises the genes c-myc, HMGA1 and PAX3, suspends the connections between 10% of all genes in the mammalian network (M.6.1, Figure 9).
