OF THE
TIMES
For it must be borne in mind that the abstract concept is nothing but the abstract structure of the sensible world, and therefore if the concept alone is real the world whose structure it is will be mere appearance and not reality, and therefore the concept will be a class whose members are not real.
... Mathematics is nothing but the assertion of the abstract concept, and it can give us no account of the presuppositions of this assertion. Mathematical logic is only the shadow of science itself. It is the truth, but the truth about nothing: it is the description of the structure of a null class. Hence, though the hypotheses of empirical science must have some kind of categorical basis, they cannot find this in mathematics, which is the very distilled essence of hypothesis itself. The abstract cannot rest upon the more abstract, but only on the concrete.
The LTEE was designed (intelligently, in my opinion!) to be extremely simple in order to address some basic questions about the dynamics and repeatability of evolution, while minimizing complications. It was not intended to mimic the complexities of nature, nor was it meant to be a test-bed for the evolution of new functions. The environment in which the bacteria grow is extremely simple. ...In other words, there are many tools in the robust E. coli genomic toolbox that wouldn't be needed in the Michigan State lab. It could lose them without immediate consequence. In fact, there may even be some benefit to losing them, either by simply saving the energy of making them, or by diverting resources to other pathways that are more heavily used in the lab environment.
Indeed, the LTEE environment is so extremely simple that one might reasonably expect the bacteria would evolve by breaking many existing functions. That is because the cells could, without consequence, lose their abilities to exploit resources not present in the flasks, lose their defenses against absent predators and competitors, and lose their capacities to withstand no-longer-relevant extreme temperatures, bile salts, antibiotics, and more. [Emphasis in the original.]


However, the truth is that loss of function mutations account for only a small fraction of natural genetic variation. In humans only ∼3.5% of exonic and splice site variants (57,137 out of 1,639,223) are putatively loss of function, and a survey of 42 yeast strains found that only 242 of the nearly 6000 genes contain putative loss of function variants. Compared to the vast majority of natural genetic variants, loss of function variants have a much lower allele frequency distribution.Yet those three studies they cite all search only for mutations that are pretty much guaranteed to totally kill a gene or protein. For example, one paper says:
We adopted a definition for LoF variants expected to correlate with complete loss of function of the affected transcripts: stop codon-introducing (nonsense) or splice site-disrupting single-nucleotide variants (SNVs), insertion/deletion (indel) variants predicted to disrupt a transcript's reading frame, or larger deletions ...That's akin to counting only burnt-out shells of wrecked cars as examples of accidents that degrade an auto, while ignoring fender benders, flat tires, and so on. There are many more mutations that would not be picked up by the researchers' methods that nonetheless would be expected to seriously degrade or even destroy the function of a protein. Since the rates leading to the kinds of mutations in the cited papers are likely to be at least ten-fold lower than general point mutations in the gene (which, again, the study passed over) there may be many more genes - perhaps five- to ten-fold more (about a quarter to a half of mutated genes) - that have been degraded or even functionally destroyed. Further research is needed to say for sure. (I know which way I'll bet.) The remaining fraction of mutated genes in the population is likely to consist mostly of selectively neutral changes, neither helping nor hurting the organism, and not contributing anything in themselves to the fitness of the species.

Comment: See also: