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The sbv IMPROVER Systems Toxicology challenge was designed to leverage crowdsourcing to determine whether human blood gene expression levels are informative of current and past smoking.
Overall, we did not observe large fold effects on transcript levels, but variations of 10% to 60% can have meaningful physiological consequences, particularly in our experimental design that determines changes in whole blood gene expression levels before and after bariatric surgery within each individual subject, thus removing all other genetic and environmental differences among the subjects.
Furthermore, human subjects treated with acetaminophen could be classified based on blood gene expression levels.
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Here we investigate PTSD-associated methylation differences in 33 genes previously shown to differ in whole blood-derived gene expression levels between those with vs. without the disorder.
Whole blood gene expression and cortisol levels were obtained and genome-wide gene expression was analyzed.
In time series studies we store the correlation between phenotypic characteristics, for example blood glucose, and the gene expression levels with the coefficient of variation and the expression P-value.
Raw data derived from individual whole blood gene expression profiles were filtered for expression level, discarding the lowest 20th percentile that represented non-expressed genes, producing a 39,299 gene list.
To this end, we analysed patients' peripheral blood samples to measure the gene expression levels of the biomarker IFI27, an established marker of virus-induced immune response [3].
Finally, the inconsistent association between asthma and gene expression levels in blood or lung cells from older children and adults suggests that genotype effects may mediate asthma risk or protection during critical developmental windows and/or in response to relevant exposures in early life.
Pearson correlations between gene expression levels and blood glucose or percent glycosylated HbA1c utilized a P < 0.05 to determine significance.
The direct comparison of gene expression levels in blood from VA vs. carbamazepine or drug-free patients revealed no less than a total of 461 genes that were either upregulated or downregulated in response to VA treatment (Tang et al. 2004).
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