Sentence examples similar to genes projection from inspiring English sources
The six methods can be grouped into three general categories: mean-based (mean of all genes, mean of condition-responsive genes, and mean of top 50% of genes), projection-based (principal component analysis and partial least squares), and others (analysis of sample set enrichment scores).
Thus we used principal component analysis on the projections of the genes with projection length > 0.4 on the three dimensional subspace.
This indicates that in spite of the significant correlations between marker genes and projection targets, the excitatory neuron projection targets are in fact diverse and complex [1].
We performed oblique rotation [ 21] on the genes with projection length > 0.4 on this 3D subspace.
Residuals of genes with projection length higher than δ receive weights close to 1, while those lower than δ receive weights close to zero.
Weigh each residual vector based on the gene's projection length using a sigmoid function: (4) r i * = 1 - 1 1 + e φ (l i - δ ) r i where φ is a large value, e.g. 100, to make the sigmoid function approach a step function.
Upregulation of cell projection genes that are essential for the biogenesis of cell surfaces and genes in signaling pathways that control the extension and maintenance of filopodia are likely to be responsible for the differences in differentiation and growth observed in these cells.
Thus, in contrast to the enrichment of neuronal projection genes mentioned above (and see Table 3), this might support the concept that a decrease in neuronal number is not a major feature of aging [23].
The red axis captures little information with regard to genes having large projection lengths on the 3D subspace.
About 10 new regulatory interactions per genome were predicted for carbohydrate metabolism genes using the projection of known regulons from B. subtilis and S. aureus.
The identification of marker genes and neuronal projection patterns specific to neurons in different cortical regions will greatly facilitate the development and validation of region-specific cortical neuron protocols.
