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While Jablonka and Lamb use a notion of biological information to characterize inheritance systems, they are not individuated based on statistical independence, but rather mechanistically (or, more more accurately, mechanismically, that is by identifying classes of inheritance mechanisms) and by biological function.
However, recently developed HTS technologies may help to solve this problem by identifying classes of compounds with similar activity profiles and by helping to select and prioritize which compounds should receive a comprehensive toxicologic evaluation.
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Performance is assessed primarily by the ability to predict synthetic lethal genetic interactions between metabolic enzymes, and secondarily by the ability to identify classes of enzymes with similar Gene Ontology (GO) annotations.
By utilizing the equivalence theorem, we identify classes of 2-parameter nonlinear models for which a D-optimal design is precisely supported on 2 points.
Once each mutant is generated by a specific mutation operator we can identify classes of mutations which static analyzers are or are not adequate to detect.
We have identified classes of genes induced by M-factor in P cells and genes induced by P-factor in M-cells.
The introduced methyl groups can undergo further modification, often by oxidation; the largest identified class of such enzymes are the Fe(II)- and 2-oxoglutarate (2OG) dependent oxygenases, which catalyze oxidation of 5-methylcytosine bases, and of N-methyl groups in DNA (and RNA) and histone proteins.
The authors base their work on the concept that humans recognize known objects by identifying certain classes of geometric patterns that are combinations of contour and region properties.
For instance, Sklar notes that the reduction of the "theory" of physical optics to the theory of electromagnetic radiation proceeds by identifying one class of entities — light waves — with (part of) another class — electromagnetic radiation.
Secondly the model accounts for population heterogeneity by identifying latent classes and display underlying trajectories of cognitive decline.
The consequent class C q is specified by identifying the class with the maximum confidence: (3) where M is the number of classes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com