Sentence examples for based on biological knowledge from inspiring English sources

Where variables were highly correlated the most biologically plausible variable, based on biological knowledge and previous research, was selected for inclusion in the model.

The approach would be very similar to the one described in this paper: based on biological knowledge, the genes belonging to the same functional group are more likely to be co-expressed, so we can use a hierarchical model to borrow information from and for the genes within the same functional group to improve the estimates of gene expression levels.

Where variables were highly correlated, the most biologically plausible and useful variable, based on biological knowledge and previous research, was selected for inclusion in the model.

In this case, one can iteratively evaluate additional or modified reaction terms, based on biological knowledge and on information from the distribution of in a viable space.

Wiring alternatives found for four transitions can be discarded based on biological knowledge or suggested biochemically meaningful alternatives: activation of a reaction by one form of a protein or inhibition of the same reaction by its covalently modified or otherwise differently active form.

In western Canada, the operational risk rating system for mountain pine beetle is based on biological knowledge gained from a rich legacy of stand-scale field studies.

In the following, we describe how we model the modulation of the neuron excitability in each population by the neurotransmitter concentrations in the extracellular space basing ourselves on biological knowledge.

The predictions of the responses are based on biological, chemical, and physical input of knowledge.

In conclusion, this study presented several approaches to search for disease-associated gene-gene interactions from GWAS data based on prior biological knowledge and discrete biological frameworks.

This is a new matrix where genes from a gene expression matrix are binned first into gene sets based on known biological knowledge, such as binned by specific biological pathways.

A balance between simple biological rules and complex sub-cellular mechanisms is crucially important to develop a multi-scale model based on current biological knowledge.