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Furthermore, most observed expression variations were from nonsmoking exposed individuals, suggesting that smoking profoundly affects whole-blood expression profiles.
It appeared that most observed expression alterations were from nonsmokers exposed to welding fume because the number of genes identified from the paired t-test and the cluster of genes in GO bioprocesses were comparable between this subgroup of welders and the entire welding group (Table 5).
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Most of the observed expression patterns of col in the onychophoran Euperipatoides may be associated with the development of the nervous system.
The class for which the shrunken centroid most closely reaches the observed expression pattern of a certain patient by using a Pearson correlation is then the predicted class for that patient.
None have established unambiguous causal relationships between specific chemical exposures and the parallel or sequential development of dysregulated metabolism of cancer in the same model, and most observed changes in gene expression with potential relevance to cancer metabolism have not been accompanied by validating functional studies.
To this end, we performed a multiple regression analysis to determine which chromatin changes due to the loss of REST at the ESC stage were most likely associated with the observed expression changes.
Finally, the regulation factor that predicts an expression pattern with highest correlation to the observed expression pattern is identified as most plausible interaction form that TFs take to regulate this target gene.
However, tubulin levels may not serve as the most accurate internal protein control, thus allowing for some differences in our observed expression patterns.
The most 5′ probe sets of CDKN2B are expressed at very low levels, so a functional role for the observed expression difference remains to be determined.
The most critical question still remains: How can the true correlation be extracted from observed expression levels despite the masking effect of signal aggregation?
Most significant predictions by Stubb and Phylogibbs (Figure 6) are in good concordance with the observed expression data of the duf enhancers: some such examples are discussed below.
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