It is possible that the mechanism-based candidates are, indeed, the genes that are most relevant to birth weight but that the expression of these genes at delivery is not the appropriate measure of their action.
Given a context consisting of desired origins and destinations of information, ITM Probe returns the set of most relevant proteins with weights and a graphical representation of the corresponding sub-network.
However, the variation is evident for the ones using location ECent thanks to the selection of the most relevant samples and their weighting.
In contrast, one of the main advantages of MCDA techniques is that they capture a consensus opinion among an expert group about the most relevant criteria and their relative weight on the decision.
Additionally, for the purposes of this study, the population of interest consisted of patients with AN and those with restrictive EDNOS, as the determination of a "healthy weight" is most relevant for these patients at the time of assessment.
In the absence of more generically applicable normal ranges, (changes in) immune function markers are commonly compared with the following: the value of the markers in the same subjects before the intervention, the values of the markers in an appropriate control group matched for the most relevant criteria (age, sex, body weight, etc).
The molecular interaction fingerprints (IFPs), which are simple bit strings that encode 3D information about ligand target interactions into 1D binary vector, have been extended by Marcou and Rognan as a post-docking filter to prioritize the most relevant poses of low molecular weight fragments (58).
The methylation patterns of these genes were only slightly affected by the fish oil supplementation, being the most relevant to the attenuation of the weight loss-induced decrease in CD36 methylation after adjusting by baseline body weight.
Starting with strong regularization (that is, a large κ and consequently a sparse model) only the most relevant features have non-zero weights and are included (Fig. 4 a).
All of these help determine the weight of the most relevant variables.
