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(iii) a coincidental evolutionary case that has no implications regarding the general evolutionary landscape.
As a result, the VFTMs provide an interesting evolutionary case to investigate gene duplication and functional divergence events.
This evolutionary case can be interpreted to indicate that change in the second character is contingent upon change in the first character.
Adaptive radiations have long been recognized for their value as evolutionary case studies and their usefulness in understanding adaptive evolutionary processes.
Using ribosomes as an evolutionary case study is an excellent idea because they are presumably the most ancient molecular machines and elucidating their evolution is relevant to the key biological question of how matrix synthesis evolved.
An interpretation of this for the evolutionary case might be, a public good gene is one such that any lineage for which it would be useful, i.e. that would be fitter with the addition of this genetic resource, will find it.
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The distinguishing features of the architecture include a local problem-solving capability to handle the specific requirements of each part of the system, an evolutionary case-based mechanism to improve performance and optimize controls, the use of linguistic variables as a means for information aggregation, and the use of fuzzy set theory to provide local control.
Figure 10 summarises the most parsimonious scenario explaining the composition of modern archeal trp operons: Assuming that the LUCA was of type i2_o2, and that trpB1 was a bacterial invention, besides gene loss, which is a frequent evolutionary event, two cases of ancient HGT are sufficient to explain the distribution of trpA and trpB species in current archeal genomes.
This redirects LRH-1 binding as predicted and showed that, in this case, evolutionary importance and binding specificity are coupled sufficiently strongly for the Evolutionary Trace to guide the computational design of DNA binding specificity.
"We do get a bit of a jump start, as you get more of these citizens' groups building on previous experience," said Patricia Princehouse, who teaches evolutionary biology at Case Western Reserve University in Cleveland and who was a founder of the group Ohio Citizens for Science.
In this case, evolutionary theory not only helps us understand past outbreaks of diseases like HIV, SARS, and West Nile Virus, but also arms us with the tools to prepare for and perhaps even prevent the next evolutionary leap that we know must be coming.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com