Dr. Petersen, whose team at the Mayo Clinic will be analyzing costs using a third distinct data set, said he suspected that "the reality is somewhere in the middle" of the RAND numbers and the Alzheimer's Association's projections.
We represented each distinct data set with a variable, giving 22 nodes in the network.
Importantly, the identification of a common motif in these distinct data sets strongly suggests that this sequence element is recognized by Zfp335 in a diversity of cell types.
Currently, MADMuscle contains more than 4,400 clusters of co-expressed genes identified from 535 distinct data sets corresponding to a wide range of conditions, from normal to pathological (for detailed statistics on the content of the database, see part 1 of the Additional File 3).
This demonstrates our geometric interpretation of parameter correlations, i.e. to estimate a group of three correlated parameters at least three distinct data sets with different inputs are needed.
Our study uses the following distinct data sets: 1.
The general agreement of funding levels for different cancers (R = 0.57 for the data shown in Figure 9) based on two distinct data sets (older UK vs more recent US data) suggests that the conclusions we make from this data are likely to be robust.
The survival signature of this distinct data set was evaluated via Cox Regression survival analysis by defining the top 100 genes via adjusted p-values and querying the data set for their impact on survival.
Next we compared SubMap with supervised methods for their ability to identify similar subtypes from distinct data sets using DLBCL-A and DLBCL-B.
We decided to use as reference experiments two distinct data sets: firstly, a data set of gene expression experiments on a model organism, Saccharomyces cerevisiae (S. cerevisiae) using the dataset from the Rosetta compendium of deletion mutants [23], and secondly 106 experiments (grouped in 7 sets) focused on the exposure of Homo sapiens dendritic cells (DCs) to different stimuli.
To illustrate the need for regularization, we employ a two-dimensional example which uses two distinct data sets drawn from Gaussian distributions (Figure 2A).
