Sentence examples for using a data compendium from inspiring English sources

Here, we show a proof of principle of reference gene identification using a data compendium normalized with MAS5 (cross-normalized with global scaling) and several RT-qPCR validation studies.

More specifically, by using Cytokine signaling data compendium and AfCS double ligand screen we aimed to answer the following questions: 1. Can different treatment combinations of ligands be positioned into separate clusters of cues in the low-dimensional signaling space? 2. What are characteristics of these clusters in the low-dimensional space (unsupervised learning)?

Using a compendium of microarray gene expression data obtained from Escherichia coli, we constructed a series of Bayesian network models for the reactive oxygen species (ROS) pathway as defined by EcoCyc.

Using a compendium of microarray gene expression data from the M3D database [30], networks were constructed for the 27 genes contained in the ROS pathway as defined by the EcoCyc database [1] (Figure 2).

Using a compendium of cell-state-specific gene expression data, we identified genes that uniquely define cell states, including those thought to represent various developmental stages.

We performed Kaplan Meier analyses of DMFS using a previously described compendium of gene expression profiling data sets representing 1065 cases.

Our findings were reproduced using two independent data compendiums, suggesting that these observations reflect true biological relationships.

Each activity was then assigned an energy expenditure value using a compendium of physical activity energy costs.

We translated the LAPAQ-reported PA into MET-values using a compendium 20, 21 (see Table 1).

A metabolic equivalent (MET) value was assigned to each activity by using a compendium of activity energy costs (20).

We calculated the metabolic equivalents (METs) for each activity, using a compendium of physical activity values [ 10].