The major types of chemical compounds belonging to each cluster and their corresponding biological activities are mentioned in Table 2.
Standard fuzzy clustering models like fuzzy c-means are based on minimizing the total cluster variation, which is defined as the sum of the distances between the data points and their corresponding cluster centers weighted by the membership degrees.
Figures 2a c illustrate some of the sequence clusters with their corresponding experimental data.
Adult aging-related clusters (up-regulated with age: clusters 6, 14, 23; down-regulated with age: clusters 13, 18, 25, 26; Figure 3) from the k-means cluster analysis were selected and their corresponding gene lists were queried for pathways.
13321_2018_268_MOESM1_ESM.docx Additional file 1. Ring fragments and their corresponding clusters.
Figure 1 provides fluorescent images of an isolated neuron (Fig. 1a), a cluster of neurons (Fig. 1b) and their corresponding activity (Fig. 1c e; Supplementary Fig. S1, and Supplementary Movie 1).
This model represents the relations between the KECs (inputs) and their corresponding cluster (output).
All gaps (and their corresponding positions in other sequences of the cluster) were removed, and the data within each gene set were bootstrapped 500 times.
Unsupervised hierarchical clustering of the gene expression data across the four hiPSC lines (AM, PAE, UtE, MRC) and their corresponding parental SCs revealed interesting patterns in the gene expression heat map (Fig. 1A).
Therefore, the point estimates and their corresponding variances are adjusted for intra-cluster correlation.
Genes and their corresponding amino acid sequences spanning gum, hrp cluster were downloaded from NCBI genbank sequences of sequenced genomes.
