The genes up-regulated at time point 0 hours (identified following batch correction) reflected a key feature of RA, i.e., SFB-driven fibrosis of the affected joints [ 26].
When a higher final OD660 was observed, the butanol concentration of the following batch was increased.
Once all native packets are received by all sensors in the cluster, the cluster head proceeds to transmit the following batch of packets.
The study of Hg absorption of prepared ACWM was performed in 15 (200 mL) glass bottles following batch operation mode in the laboratory.
Others [ 21, 23, 24] have reported increases in the molecular weight of lignin following batch pretreatment.
It has been suggested that VRE persisting in the compartments subsequently colonize the following batch of broilers [ 11].
Furthermore, the p-value of the 3 genes from the top-ranked GO term contained in both data sets largely improved following batch correction (by up to 20 orders of magnitude), underlining the validity of the differential expression (Table 4).
The Indian Ayurvedic plants were provided as dried powders by Promed Research Centre, India, with the following batch codes: PROM/PTMA-01 (PM), PROM/BD-43 (BD), PROM/CUOR-15 (CO), PROM/EUJA-10 (EJ) and PROM/MUPR-05 (MP).
The same was true when the genes lost for analysis following batch correction (DEG_lost; Figure 4a,b), the genes of interest from the GO term "extracellular matrix structural constituent" (DEG_interest; Figure 4c,d) or all genes identified without batch correction (DEG_woBC; Additional file 4: Figure S3) were displayed in the variance/mean plot.
Strikingly, distinct clustering for RA and OA following batch correction for the 7 different acquiry dates was not only observed at the 0 hour time point (i.e., before stimulation with TNF-α/TGF-β1), but also at all time points after stimulation except for the TGF-β1 late 12 hour time point (Additional file 3: Figure S2).
However the genes reported to be differentially expressed in the pooled duplicate samples in group C were more robust in terms of their agreement with those identified in groups A and B, especially following batch-correction.
