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In a second generation tool, individual items are constructed to record focused information about the individual and it is the assembly of these items into a meaningful set of purposeful domains that form the backbone of a comprehensive assessment schedule.
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A set of requirements for second generation tools are proposed.
In addition, there have been a number of second generation tools developed on top of the CDK (see below).
Third generation instruments extend the concept of second generation tools to multiple care settings.
All of the annotation pipelines we tested are second generation tools, which try to combine multiple gene-calling algorithms and knowledge databases for comparison with related species and training sets.
Pathway-Express [ 148] is an example of a third generation tool that combines the knowledge of differentially expressed genes with biologically meaningful changes on a given pathway to perform pathway analysis.
Examples of the first generation tools are Onto-Express [ 139, 140], GoMiner [ 142], and ClueGo [ 144].
In contrast to this biological requirements, most of the first generation tools have an intrinsic GC-bias (Reinharz et al., 2013) that cannot be compensated by GC-filtering (Supplementarytary Material).
As with first generation tools, the items must be as relevant as possible to the underlying domains; the only difference is that there is a need for a purposeful trade-off between the number of operational items for any one domain and the overall length of the assessment tool.
Combined with the published D. pulex linkage map, the linkage maps form a first-generation tool for comparative genomics of Daphnia.
Using this first-generation tool, we showed that nitration of Tyr34 in mitochondrial superoxide dismutase is sufficient to inactivate this key antioxidant enzyme.
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