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PCAs essentially combine the results of all parameters measured into a two-dimensional space where sample similarities can be highlighted, thus allowing patterns between sets of samples to be recognized.
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A negative control of molecular biology-grade water was extracted and included in the PCR between sets of 10 samples.
Comparing these large numbers of genes with significant gene expression in at least one batch to the number of genes differentially expressed between sets of replicate samples for the two experiments (85) suggests that both within- and between-experiment batch effects are of a sizeable magnitude in this data set.
In the meantime, I refer Stattin, Kaaks and all interested readers to the article by Altman and Bland (1995), which eloquently explains the pitfalls of concluding clinical insignificance when differences between sets of small sample size are found to be statistically nonsignificant.
The quality of the methods used was regularly verified and samples were quality assured during analysis using both blank and standard reference material (SRM) samples between sets of 5 biological samples each.
Table 2 illustrates that the genes that are most differentially expressed between the TG extremes are shared between the sets of samples.
However, the observed average amplitudes of ripples are about one order less in magnitude for set B as compared to those for set A since the only difference between two sets of samples was the depth location of a/c interfaces.
Once optimal experimental conditions for HRM and sequencing analyses on the frozen samples were determined, we applied them to the paraffin-embedded set, to attain a fair comparison between both sets of samples.
The differential analysis takes into consideration both the qualitative and quantitative changes observed between these sets of samples.
The differential analysis takes into consideration both qualitative and quantitative changes observed between two sets of samples.
Genes that were differentially expressed between two sets of samples were estimated using the edgeR package after normalization using the TCC package.
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