Six clusters (A-F), calculated by K-means clustering, were characterized by their specific transcriptomic profiling over 60 minutes following acidic pH shift. The graphics illustrate the expression profile based on the mean values; the X-axis represents time, whereas the Y-axis represents the log2 ratio of gene expression (detailed view of the axes is shown in Figure 6). Tables below each graphic enlist genes Duvelisib purchase distributed to the corresponding cluster. Cluster A grouped genes with the strongest transcriptional induction after shift to low pH. It consists of 28 genes, including nex18, involved in the response to nutrient deprivation stress [37] and lpiA, involved in

the formation of lysyl-phosphatidylglycerol, which is a low pH induced protein in S. medicae [38]. The exopolysaccharide biosynthesis genes exoV, exoH, exoN, and the gene for the Lon protease, a regulator of exopolysaccharide synthesis that is required for nodulation with alfalfa [39], also grouped in this cluster. Cluster B comprises genes that were gradually upregulated during the time-course and reached a plateau at approximately 20 minutes after pH shift. The genes

in cluster B had, in comparison to the genes in cluster A, average lower M-values throughout the time course. This group includes several genes involved in exopolysaccharide I biosynthesis. The upregulation of exopolysaccharide biosynthesis genes upon sudden pH shift probably accounts for the mucoid phenotype in S. meliloti cells grown on plates at low pH and is in accordance to what has already been reported by Hellweg et al. (2008). Moreover, this cluster also click here includes a broad range of genes coding for heat shock proteins and chaperones involved in stress response, such as ibpA, grpE, hslVU and groEL5 and the genes coding for the proteases HflCK, HtpX, FtsH, ClpAB, ClpP1 and ClpS. Cluster C is composed of genes which were transiently induced after pH shift. It contains the dicarboxylate transport Teicoplanin system DctA, which is essential for symbiosis in S. meliloti

[40]. Also, the gene smc01505, which plays the function of the anti-sigma factor for the extracytoplasmic function sigma factor RpoE2 [41], was transiently upregulated (Figure 4). Most genes in cluster D were gradually downregulated up to 30 minutes after pH shift, and maintained the peak of downregulation at 60 minutes. This cluster comprises a number of genes related to flagella biosynthesis and pillus assembly. Cluster E is composed of genes whose expression decreased continuously for the whole duration of the time-series experiment. The expression was gradually downregulated as of 5 minutes after pH shift, followed by greater downregulation up to 60 minutes. Among the genes in this cluster were the flagellar genes flgG flgL, flgB and fliE. Cluster F consists of genes which were transiently downregulated in their expression level after pH shift.