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Existing methods can correct for batch effects only when samples from all biological groups are represented in every batch.
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The samples belonging to each biological groups were averaged the samples within one biological group are highly correlated (ρ > 0.85).
Biological groups were identified with which the genes are significantly associated (p < 0.001).
Actually, nine samples had at least one technical replicate and biological groups were represented to a satisfactory degree.
TwoRA and OneRA samples from three different biological groups were used in this study: the DRG (dorsal root ganglia) group, the SN (spinal cord from normal animals) group and the SA (spinal cord from animals with axotomised sciatic nerve) group.
We performed a "between class" analysis of the data over time; the class variables, or biological groups, were the PrP over-expressing mice [Tg(HQK)] and the PrP-KO mice.
The aforementioned methods can adjust for batch effects provided that samples from each biological group are represented in every batch.
For the first time, a decrease in the functional diversity in communities of copro-necrophagous beetles resulting from changes in land use is documented, the potential implications for ecosystem functioning are discussed and a series of variables that could improve the evaluation of functional diversity for this biological group is proposed.
3) The significance of the biological pathway groups are based on the t-values corresponding to the SNPs assigned to the genes.
Here, we hypothesize that during the pathogenesis of cancer, certain pathways or biological gene groups are commonly dysregulated via DNA methylation across cancer types.
As it relates to instruction, faculty should not assume that acid base chemistry and biological functional groups are easy extensions of general chemistry or that students have sufficient understanding of chemistry to apply these ideas in new contexts.
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