Both "converge then cluster" and "cluster then converge" analyses document convergence between the results obtained from these two independent datasets in ways that are virtually never found by chance.
This model supports global co-circulation of both Cluster 1 (Hajj cluster) and Cluster 2. Sequence variation within the fHbp gene can potentially be used as a marker to identify the Hajj clone and closely related Cluster 1 strains.
Moreover, gene ontology (GO) analysis of both the 228 up-regulated cluster and cluster 7 revealed statistical enrichment for gene functions related to iron and metal ion homeostasis (Table 2), supporting the validity of our analyses.
In order to test whether a cluster has been independently assembled more than once, we can examine the phylogenetic trees of both cluster and non-cluster homologs.
In this paper, we are making use of both K modes clustering and cluster selection criteria of LCC cluster analysis with the following reasons: a) K modes are a better option for data with large number of categorical attributes.
For example, methods for sample size and power calculations so far have been limited to cross-sectional designs and assumed equal cluster sizes between both clusters and steps.
(C ) In cells that have two-cluster intermediate stages, actin cable markers appear at both clusters and then disappear from the losing cluster.
A small local outbreak at the southernmost tip of Texas is no surprise (experts predicted both this cluster and the Florida cluster back in January), but it does show that certain U.S. neighborhoods, especially those with prior outbreaks of other mosquito-borne diseases, are vulnerable to Zika.
In addition, also in the original clustering both the ERBB2 and basal cluster are related to each other [ 6, 44].
DCRP clustering scheme relies on a set of cluster tables that are used to support both cluster creation and maintenance, and intra-cluster communication, as illustrated in Fig. 4.
