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The SOM method is relatively infrequently applied to high-dimensional molecular data compared with alternative approaches such as hierarchical clustering despite these convincing advantages.
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The systematic position of HGssp is more difficult to establish when cytogenetic and molecular data are compared.
Finally, the molecular data were compared to current species assignments and to the suggested classifications of Konings [ 24] and Schupke [ 25].
These samples were analysed by molecular prey detection and these data compared with stomach contents data derived from stranded dolphins from the same population collected over 22 years.
Centroid classification was the dominant explainer of total variation in TCGA methylation data compared to histopathological and molecular factors (Additional file 1: Figure S1B).
Given the medical relevance of some members of the Filobasidiella clade, to gain further insight into life cycle transitions and species divergence, we have compared molecular data and morphological characteristics of the exclusively filamentous fungus F. depauperata and the dimorphic, pathogenic Cryptococcus species.
By comparing molecular data with realistic temporally explicit simulations, we showed that stocked salmon may have a 10 25 times lower survival than wild individuals.
They compared the molecular data to data based on the kinds of features used to distinguish fossil lineages for 228 mammal and 197 mollusk lineages at the genus level (both wolves and dogs belong to the genus Canis, for example).
The availability of increasing information on phylogenetic relationships among coccoid green algae is evidencing the difficulties arising when a traditional system of classification is compared with molecular data.
A statistical multivariate test using the Principal Component Analysis (PCA) method which allows highlighting groups of close ions from dense and complex data sets was conducted to compare the molecular data of Cuvierian tubules from stressed and relaxed holothuroids.
In order to compare our molecular data with Plasmodium species previously found in lemurs, we included a species isolated from E. m. macaco identified at the Muséum National d'Histoire Naturelle, Paris, France [ 23].
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