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Here, denotes the (global) cluster set of, that is, the set of all points such that there exists a sequence in with the properties and as.
Clusters containing one gene per strain were selected from the core cluster set of the Collimonas, Burkholderia and Pseudomonas strains were aligned with MAFFT and combined in one pseudoalignment.
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MCL then applies graph theory and hidden Markov models to cluster sets of proteins based on their proximity in that space8.
They could also be used to explore and cluster sets of small-molecules isolated from metabolomics or natural product extraction experiments.
Unsupervised hierarchical clustering with average linkage and Pearson correlation as a measure of similarity was used to cluster sets of the top 500 most variable EntrezGene IDs and then the top 500 most variable allele-specific genes and samples.
This database contains cluster sets of sequences extracted from Uniprot/Swissprot [ 40] and is both representative of the protein universe and non-redundant, as it only contains sequences with less than 50% sequence identity.
The two-way clustering of the first step has also generated condition clusters (set of conditions having a similar mean and standard deviation) for each set of co-expressed genes.
An exemplar sequence refers to an example gene (i.e., the longest) chosen from a clustered set of unigenes by single-linkage clustering with BLASTN [ 10].
Over the past decade, bacterial genome sequences have revealed an immense reservoir of biosynthetic gene clusters, sets of contiguous genes that have the potential to produce drugs or drug-like molecules.
NCBI-nr clusters identical proteins from the same organism whereas UniRefs provide clustered sets of sequences at several resolutions (100 %, 90 % and 50.
We clustered sets of predicted proteins from 36 different species of fungi and oomycetes into groups of potential orthologues and the species distribution of members of each cluster was ascertained.
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