We hope that our evaluation framework provides a good starting point for gauging how well future methodological advances in clustering translate to better detection of functional modules and protein complexes from interactomes.
The first is that the RGB cluster will translate along the convex set between μ i and a according to (10).
Indeed it is known that for a fixed total number of subjects, the higher the number of clusters, the higher the power [ 1] which means that reducing the number of clusters will translate in a loss in power even if the pre-specified sample size is achieved.
Contig sequences corresponding to the TBLASTN hits were organized into clusters, then translated, resulting in a cluster of nucleotide sequences and a corresponding cluster of protein translations for each full-length gene.
To derive a phylogenetic tree for each cluster of ESTs we used the following procedure: First the longest sequence of the cluster was translated into six reading frames and used as a query to search the published genomes.
These intra-cluster correlation coefficients translate to a cluster size of eight in a design effect corresponding to a factor of 1.4.
However, it is not clear how the ordering of the genes within a cluster is translated into a schedule whereby the genes are sequentially switched on during development.
Solving eq 3 for Fmono(a) = 28% yields an average of 2.0 IgE-FcεRI per cluster, which translates to 38% of diffusers were monomeric IgE-FcεRI, 37% of diffusers were composed of two IgE-FcεRI, 18% of diffusers included three IgE-FcεRI, etc., from eq 1. Planarized apertures could provide a means of controlling the sub-diffraction-limited illumination through control of the aperture diameter.
Finally, we filtered out redundant sequences by clustering the translated protein sequences with 95%% global sequence identity, which resulted in 42,875 clusters.
Such spatial clustering often translates into genome structures with a clear functional and/or evolutionary meaning: gene clusters encoding the same or similar products and originated through gene duplication events, CpG islands, cis-regulatory modules, etc.
