Identifying combinations of miRs that putatively are associated to altered mRNAs expression levels we applied the random forest algorithm [40], an ensemble-learning-algorithm that constructs regression trees with bootstrap data samples and random choices of predicting variables.
For example, the increased gut permeability during metabolic adaptation to high fat diet (HFD) is associated to altered gut microbiota [ 13].
This difference may have an effect on the susceptibility to specific viral infections and the Ala665Thr variant (rs241447), which is associated with alternative splicing, and located on the major branch leading to clade b has been associated to altered susceptibility to HIV-1 infection [ 37].
Additionally, migraine has been associated to an altered neck muscle performance characterized by increased activity of the superficial cervical extensor muscles and decreased cervical extensor strength.
Objective: We have previously shown in a transversal study that PCT combined to CRP is associated to an altered nutritional status in hemodialysis patients.
Both DNA methylation and histone-modification patterns are known to be associated with altered gene expression, but for the first time we quantified their relative contribution to sites of allele-specific gene expression.
To assess the utility of this approach in disorder states known to be associated with altered body composition and resting metabolic rate, we characterised patients with RTH, thyrotoxicosis and LD.
Vitamin D status [25(OH D] has recently been reported to be associated with altered cellular bioenergetic profiles of peripheral blood mononuclear cells (PBMCs).
These SNPs have been chosen as they were reported to be associated with altered gene transcription [ 70].
Furthermore, in normal populations, differences in the length of RS3 are shown to be associated with altered gene function.
