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Scientifically speaking though, this level of prediction is expected based on the fact that all of our psychological dispositions are massively polymorphic (consists of many interacting genes).
In our preliminary studies, we observed that many interacting genes have shared genes.
Polygenic pathologies such as most types of cancer involve disregulation of many interacting genes which has prompted search for suitable statistical models for their representation.
In contrast, quantitative resistance is controlled by many interacting genes that do not prevent infection, but slow down the development of the pathogen at individual infection sites on the plant, and hence, lasts longer [ 53].
Dosage balance may also operate in a positive sense: rather than blocking toxicity, the co-duplication of many interacting genes may aid the development of novel pathways and functions.
Given the large number of genes involved in the MAPK pathway, it is not surprising that the non-linear random forest approach best captured the many interacting genes that predict PD-0325901 response.
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Having many interacting agents.
ABMs simultaneously model the independent autonomous behaviours of many interacting agents, here animals.
When comparing the total number of genetic interactions, we found that RTT107 had many more positively interacting genes than either SLX4 or HRQ1.
Furthermore, we show that many more CDC2 interacting genes have concordant expression profiles in HCC.
This confusion may, in part, be because symptoms result from the combined interaction of many genes and these interacting genes are associated with specific sub-phenotypes of schizophrenia rather than schizophrenia as a whole.
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