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The CCA allows obtaining ordered two-dimensional maps of the data in various spaces and facilitates the exploration of automated decisions provided by the system and determination of relevant groups of patients for various comparisons.
Using a test of proportions, we calculated Z-scores for various comparisons as follows: Z=frac{{widehat{p}}_1-{widehat{p}}_2}{sqrt{widehat{p}left 1-widehat{p}right)left(frac{1}{sqrt{widehat{p}left 1-widehat{p}rightidehat{p}}_i ) is the proportion of peopleftiving the analyzed response in relation to the total number ofrac{1}{ in that group; subscripts 1 and 2 label the groups being compared.
Once clusters were created, the resulting unique sequences were used for various comparisons.
In order to explore the functions associated with altered gene expression, we compiled DEGs for various comparisons of the array data into GO categories and used Fisher's exact test to identify enriched GO terms.
In order to explore the functional associations of alterations in gene expression we compiled differentially expressed genes for various comparisons of the array data into GO categories and used Fisher's exact test to test for enrichment of GO terms.
Among white men, the standardized incidence ratio (SIR) was consistently elevated but did not change significantly with higher estimated TCDD body burden, whereas among black men, the SIR was elevated but decreased significantly with higher estimated TCDD body burden (P < 0.006, <0.004, and <0.002 for various comparisons between higher and lower exposure categories) (Table 1; Figure S1).
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Figure 4 shows the network diagram for the various comparisons observed in the included studies.
Mann–Whitney tests were applied for the various comparisons between groups.
Databases for the various comparisons were comprised of publicly available and assembled sequences from wheat where care was taken to include only sequences derived from "clean", uninfected material, and from various fungi and oomycetes such as the COGEME db, http://cogeme.ex.ac.uk/[ 54].
Future studies should include exploring the strengths and limitations of various comparison periods for model validation, the influence of important potential confounders, and other methods to quantify the impact of potential residual confounding such as sensitivity analyses.
Time shifts had only small quantitative effects on our estimates of kinetics, and the lags did not affect any comparisons or statistical evaluations based on the aggregate of the various comparisons (results for time lag adjustments not shown).
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