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We then reorganized the original sample profile matrix to reflect the topology of each dendrogram, samples on the horizontal axis and lipids on the vertical axis.
To cut branches of the tree into gene modules, we used the dynamic tree cutting algorithm, which iteratively searches for stable branch sizes and chooses clusters based on the shape of each dendrogram branch [ 63].
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In this kind of representation, at the bottom of the dendrogram, each structure can be thought of as an individual cluster containing only one item.
The length of each branch of the dendrogram indicates (1 – Pearson) correlation coefficients as a measure of similarity.
It was found that ties occurred frequently, some yielding tens of thousands of dendrograms, even for small data sets.
The program finally evaluates, using the two indices implemented, each level of the dendrogram and saves the optimal partition of the tree for each index (see below).
Each branch of the dendrogram can be considered a class of spectra.
Bootstrap values (10 000 replicates) for each branch of the dendrogram were calculated using Winboot (International Rice Research Institute, Manila, Philippines).
Listed on the left of the dendrogram is each fiber's response category and on the right its identity number.
From this hierarchical clustering, genes were broadly organized into clusters considering the height of the dendrogram, and each category was annotated with MapMan metabolic pathways.
For BI phylograms, 10 million generations were performed and posterior probability values (0 1) at each node of the dendrogram are shown to provide branch confidence.
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CEO of Professional Science Editing for Scientists @ prosciediting.com