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Principal component analysis (PCA) was used as a chemometrics tool for exploratory analysis to observe the similarities between samples relative to the metal concentrations (a correlation between Cd and Pb was observed).
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Subsequently, re-ratios between MDA-Exo samples relative to the in silico pooled reference MCF7-Exo were generated by multiplying each signal ratio of sample MDA-Exo with the reciprocal value of the miRNA signal ratio of the pooled MCF7-Exo samples.
When calculating the number of common 2-, 3- and 4-fold differentially expressed probes between FFPE and FF samples, relative to the average signal of all FFPE or FF samples, the average percentage overlap was smaller, especially for the underexpressed probes.
Our approach leverages the platform p-value [11] and fold change cutoffs to designate whether changes in a gene constitute biologically differential expression between each treated sample relative to the vehicle-control pool.
Fold differences between samples (relative quantification) were calculated with the delta-delta method [S1/S2 = 2−(T1–T2)], where S1 and S2 represent samples 1 and 2 and T1 and T2 denote the threshold cycles for S1 and S2.
Our repeatability analysis compared the differences among individuals across the whole sample relative to the differences between repeat measures for single individuals (Falconer and Mackay 1996).
Quantitative normalization was performed on the expression of beta-actin and the between-sample relative expression levels were calculated using the comparative delta Ct (threshold cycle number) method (2−ΔΔCt) with a control sample as the reference point.
The reciprocal of days between sampling dates relative to ARDS diagnosis was significantly related to plasma PI3 and HNE/PI3 (mixed models, P = 0.001 and P = 0.010, respectively), suggesting that the closer to ARDS onset, the greater the decrease in PI3 and the higher degree of HNE/PI3 imbalance.
Transcriptome maps, showing differential expression between two sample groups, relative to two different biological conditions, may be easily generated.
Figure 5 shows how patterns of synonymous and nonsynonymous substitution vary between sampled Solanalean taxa relative to Panax for the various classes of genes in the plastome.
Furthermore the results using UCOS are consistent with results using flow cytometry genome size estimates (see Table 1 in [ 23]) The UCOS data was used to standardize the TE data between samples to provide relative TE abundance data.
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