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To couple "androgen-responsive" and "acquired resistance" genes with outcome, gene expression data from 131 primary prostate cancers were analyzed (Taylor et al, 2010).
In a new and indirect approach for predicting embryo quality and pregnancy outcome, gene expression signatures have been identified recently by Assou et al. (2008, 2010) using transcriptomic data of cumulus cells.
Genes whose expression in lung is significantly (P ≤ 0.05) predicted by age in multivariate linear regression model with gene expression in lung as outcome, gene expression in blood, age and gender as predictors.
Since the outcome (gene methylation) is high dimensional, we employed a canonical-correlation-analysis (CCA -based approaCCA -basedis approachf extension of the usual regression model for multiple outcomes.
Genes whose expression in lung is predicted by the gene expression in blood in multivariate linear regression model with gene expression in lung as outcome, gene expression in blood, age and gender as predictors.
Genes whose expression in lung is significantly (P ≤ 0.05) predicted by gender in multivariate linear regression model with gene expression in lung as outcome, gene expression in blood, age and gender as predictors.
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In the group of genes that shows high expression in tumours with favourable outcome, genes related to cell differentiation (FYN, NTRK1) and neuronal development (DCAMKL1) can be found.
Future studies will include functional analysis of these poor outcome genes within in vitro and in vivo models and evaluation of their expression in larger outcome-linked patient datasets.
After the duplication, genes can follow one of the three functional outcomes, gene loss, neo-functionalization and sub-functionalization [ 55].
There is robust data demonstrating that health care accounts for only about 20 percent of health outcomes; genes, 35 percent; and other influences, the rest.
This cohort will contribute to the understanding of the biologic mechanisms and social/environmental pathways underlying associations between early and later life outcomes, gene-environment interactions, and developmental trajectories among children.
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