Sentence examples for expression path from inspiring English sources

Consequently, these methods are not evaluated for expression path classification.

The ground truth shows the number of genes simulated in each expression path.

Recall that EBSeq-HMM provides gene-specific posterior probabilities associated with each expression path.

For EBSeq-HMM, a DE gene is classified into a specific expression path if its PP of being in that path exceeds 0.5.

Two tasks are of interest: identifying DE genes, defined as those showing any change across conditions; and assigning DE genes into their most likely expression path.

Taken together, since we do not know the expression path type a priori, the model for the full set of expression measurements is a two-component mixture over the sporadic/constant and dynamic genes.

As demonstrated in simulation and case studies, the output proves useful in identifying differentially expressed genes and in specifying gene-specific expression paths.

Figure 4 shows expression levels of the 33 genes along with their most likely expression paths.

EBSeq-HMM also provides improved accuracy in classifying genes into expression paths.

In addition to DE gene identification, EBSeq-HMM performed well for classifying genes into expression paths.

EBSeq-HMM allows users to identify genes with non-constant expression over multiple ordered conditions, and simultaneously classify them into expression paths.