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A typical quantitative proteomics report could thus consists of (i) tables of values on proteins, (ii) peptides and (iii) features, each measured across a number of replicates (technical and/or biological), captured in an element called Assay or potentially averaged for each type of independent variable (i.e. a grouping of replicates), captured in an element called StudyVariable.
The WGCNA method relies on the assumption that genes with correlated expression levels in given treatment or biological state in a group of individuals or replicates are functioning cooperatively in pathways, contributing to the condition or trait of interest.
A linear model was then re-fit for all groups of replicates to only those probe sets that mapped to RNA Abundance nodes in the knowledgebase, and FDR-corrected p-values were recomputed as described in this section.
An overall linear model was fit to the data for all groups of replicates, and specific contrasts of interest (comparisons of "treated" and "control" conditions) were evaluated to generate raw p-values for each probe set on the expression array.
Three independent experiments were performed for microarrays and gene expression was analyzed between sample groups consisting of three replicates, except a group of a 10-day Teffs with two replicates.
The selected artworks reflect my practice in recent years, and also include new works made specifically for this show". Among those new pieces is Remains (2015) - a porcelain work that replicates a group of bones excavated at the site of a labour camp that operated under Communist leader Mao Zedong in the 1950s.
The modified CNM replicates a group of parameters towards the direction of the estimated feasible solution space with the ratio of dS after each iteration (see Methods section for details).
On the other side of the hall, an explosion is being replicated – a group of people sprint forward only to be violently yanked backwards on to crash mats.
A virus species is a group of viruses that constitute a replicating lineage and occupy a particular ecological niche.
Thus, for each group of replicates, only fragments detected in three fourth of the profiles and relative ratios greater than 1% were considered reproducible and included in the analysis.
The mean of M measures was calculated for each group of replicates, and finally M means were normalized by the control mean.
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