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Author
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Topic: Evolving Inventions
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yersinia
Member
Member # 324
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posted 15. February 2003 03:24
Hi Aardvark,
quote: I think re the reptile-mammal jawbone-earbone transition, we are really dealing with a transition that is inferred based upon some fossils that close the gap to a limited extent, not because of actual fossils documenting the jawbone-earbone transition itself. I think it's an urban legend that needs to die.
Also, this last quote makes me wonder if John's analogy might work with this transition. It seems that some pretty radical renovation of the bone structure is necessary for this to happen, perhaps this is a good example of John's hypervolume at work.
Actually, the idea that the earbone transition is an urban myth is an urban myth that needs to die. Unless you can draw the line representing the unbridgeable gap for us in this graphic here:
(source: T.O. common descent FAQ
quote:
 Figure 1.4.3. A comparison of the jawbones and ear-bones of several transitional forms in the evolution of mammals. Approximate stratigraphic ranges of the various taxa are indicated at the far left (more recent on top). The left column of jawbones shows the view of the left jawbone from the inside of the mouth. The right column is the view of the right jawbone from the right side (outside of the skull). As in Figure 1.4.1, the quadrate (mammalian anvil or incus) is in turquoise, the articular (mammalian hammer or malleus) is in yellow, and the angular (mammalian tympanic annulus) is in pink. For clarity, the teeth are not shown, and the squamosal upper jawbone is omitted (it replaces the quadrate in the mammalian jaw joint, and forms part of the jaw joint in advanced cynodonts and Morganucodon). Q = quadrate, Ar = articular, An = angular, I = incus (anvil), Ma = malleus (hammer), Ty = tympanic annulus, D = dentary. (Reproduced from Kardong 2002, pp. 274, with permission from the publisher, Copyright © 2002 McGraw-Hill)
And furthermore:
quote:
Since Figure 1.4.3 was made, several important intermediate fossils have been discovered that fit between Morganucodon and the earliest mammals. These new discoveries include a complete skull of Hadrocodium wui (Luo et al. 2001) and cranial and jaw material from Repenomamus and Gobiconodon (Wang et al. 2001). These new fossil finds clarify exactly when and how the malleus, incus, and angular completely detached from the lower jaw and became solely auditory ear ossicles.
BTW, this section of the FAQ specifically criticizes Gish, but the below comments I think apply to a great deal of ID discussion of complex multipart systems and their origin:
quote:
Gish simply does not understand how gradual transitions happen (something he should understand, obviously, if he intends to criticize evolutionary theory). These fossil intermediates illustrate why Gish's statement is a gross mischaracterization of how a transitional form should look. In several of the known intermediates, the bones have overlapping functions, and one bone can be called both an ear bone and a jaw bone; these bones serve two functions. Thus, there is no reason to expect transitional forms with intermediate numbers of jaw bones or ear bones. For example, in Morganucodon, the quadrate (anvil) and the articular (hammer) serve as mammalian-style ear bones and reptilian jaw bones simultaneously. In fact, even in modern reptiles the quadrate and articular serve to transmit sound to the stapes and the inner ear (see Figure 1.4.2). The relevant transition, then, is a process where the ear bones, initially located in the lower jaw, become specialized in function by eventually detaching from the lower jaw and moving closer to the inner ear.
What I am getting at is that the following, usually implicit, assumptions that IDists often make -- that, I think, come out of the IDist rarefication of terms like "function", "system", "parts" etc. -- are basically erroneous:
1. Systems/parts have one function (actually they often have multiple functions)
2. A function is only performed by one system (often multiple systems perform similar functions)
3. Removing parts from a system is a good way of "playing evolution in reverse" (it's not, because parts often coevolve)
4. Change of a system's function from A to B means that function A is lost (not if the system was duplicated, or another system takes up or continues to perform function A, or the system does A and B at once)
5. The extant working version of a system performing function A is equally complex and IC as the very first working version of the system (not if the first version only functioned crudely, but has since been improved by the addition of numerous auxiliary parts not essentially required for minimum function, but required for certain function of the system).
(E.g., on this last one, some modern flagella require extra proteins to function, that are not required in other flagella! So what is the IC system in these cases??? On the IC-->ID argument, the Intelligent Designer must have designed the flagella, waited a few billion years, and then come back and added a few more required proteins in a few very specific lineages just to show off! Or something...)
6. The system must approximate current levels of function to be considered functional (in reality, all a system has to be is slightly better than whatever the ancestors had in order to persist)
I realize that not every IDist holds these all of the time, but I point them out as pitfalls that they should watch out for because my subjective opinion is that I see them alot.
nic
And PS: The mammalian middle ear-bone transition produced a system with three required interacting, closely-matched parts (function: transmitting sound energy from the outer to inner ear; people with certain diseases effecting these bones can be deaf) -- but it happened as gradually as can be. How can this:
(a) not be "inventive" and (b) not be a case of IC originating by gradual evolution?
(and before you say "but earbones aren't molecular systems", remember, neither is the mousetrap) [ 15. February 2003, 03:48: Message edited by: yersinia ]
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Rex Kerr
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Member # 632
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posted 16. February 2003 03:58
quote: No, you don't have the type III secretory system since it most likely evolved from the flagellum.
I'm not qualified to comment on the veracity of this claim. Fortunately, it's largely irrelevant to the point. I was pointing out a potential indirect intermediate. This system has fewer components than the flagellum, and performs a useful function.
quote: You seem to be trying to have it both ways. If evolution predicts we won't be able to find the precursors for the flagellum, then why the talk about knowing only a tiny fraction of proteins in extant organisms?
Your comment baffles me. It is hard to find precursors because they get lost over time; it is yet harder to find precursors right now because we haven't sequenced many organisms yet.
I agree that it would be nice to have a prediction for the expected lifetime of proteins and protein complexes in various scenarios, but how is my comment trying to have it both ways when I point out two obstacles of the same type that compound the same problem?
quote: Besides, if there is a time limit in which evolution predicts we will not find evidence of its happening, lay it on the table. It doesn't make much sense to complain the flagellum is too old when Miller et al. claim to have evidence for the evolution of the Krebs cycle.
I'm not aware of studies of this time limit (but I am not an expert in the field). Pseudogenes tend to be lost after a few tens of millions generations. To really know what rates are for coding genes, I think we'd have to have a lot more organisms sequenced than we do now. Maybe the upcoming C. briggsae or D. pseudoobscura genome sequences will shed some light on this issue.
If this is an area of research that is being ignored by the mainstream scientific community, I would recommend it as a line of research for ID scientists. If functional indirect intermediates ought to be preserved, and we don't see them, irreducible complexity is a much more powerful concept than if they ought not be preserved (or if we do see them).
Since the genome sequences will be made public when finished, this research doesn't require any cooperation from people with a vested interest in evolution. And it'd make quite a nice Science or Nature paper.
In any case, if the functional intermediates remain functional and adaptive, they could be maintained for arbitrarily long. So there is always a chance that we could find them; it's just that not finding them presumably gets less and less instructive the older the complex is.
(Note: Yersinia's earbone example also serves as a great illustration of all the intermediates we'd be missing between reptile and mammal ears were it not for fossil bones! Wouldn't it be interesting to get our hands on a genome's worth of Dimetrodon and Morganucodon DNA? Maybe we'll be able to get some from insects trapped in amber....)
Edited to add a couple missing words. [ 16. February 2003, 04:03: Message edited by: Rex Kerr ]
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Nel
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Member # 614
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posted 23. February 2003 12:59
Hello everyone. I finally dug myself out of the eastern snow storm and fixed my internet connection, and I come back to find flagella mayhem. I'd like to address those issues as well after my reply to Gedankin.
Ged: The other issue is the logical form of the argument that Alonso made, and ensuing quotations purported to be in support of the argument. Principle support for Alonso’s argument was the quote (with my emphasis marked), and this quote or related quotes have been repeated several times:
quote:
However, empirical evidence from genome duplication events suggests that gene duplicates are preserved in genomes far more commonly and for periods far in excess of the expectations under [the classical model], and whereas some gene duplicates clearly evolve new functions, there is little evidence that this is the most common mechanism of duplicate-gene preservation. An alternative hypothesis is that gene duplicates are frequently preserved by subfunctionalization, whereby both members of a pair experience degenerative mutations that reduce their joint levels and patterns of activity to that of the single ancestral gene.
Ged: Alonso, you argued that this quote is support for a lack of capacity for new functions (in essence) from gene duplication. Please read your own quote again. Do you read the point that you quoted, that “some gene duplicates clearly evolve new functions”?
Nelson: Perhaps I should be more clear in the point I'm trying to get across. Nowhere did I say that gene duplication cannot result in new function. Just that this is not commonly the case and this is supported by the quote:
quote:
However, empirical evidence from genome duplication events suggests that gene duplicates are preserved in genomes far more commonly and for periods far in excess of the expectations under [the classical model], and whereas some gene duplicates clearly evolve new functions, there is little evidence that this is the most common mechanism of duplicate-gene preservation.
The phrase here is unambiguous. As far as the examples that do produce new function, we see that they clearly not relevant to the type of inventiveness discussed in the paper. I did not say "nothing" about the less common events, in fact, that was the very first thing I discussed in my post. In fact, as John Bracht himself has discussed:
quote:
The antifreeze example is even weaker. The lowering of the freezing point of a solute only requires that there be some solvent dissolved in it, so the only requirement for an antifreeze protein is that it be water-soluble. There is not even a need to alter the protein itself, it just has to get accidentally mis-directed into the bloodstream. This would definitely not qualify as an invention in TRIZ; I'm not even sure it would get a patent in the USA. Certainly, no contradiction was overcome and no invention was made.
Now if we are going to apply this data to gene duplications in general as a mechanism for getting things like F-ATP synthase or angel wings or ice breaking ships, then you are going to have to take these points into consideration.
The claim of the classical model that gene duplication faciliates increasing complexity is severely questioned by these two points. One, that we have no empirical justification for pointing to gene duplication and saying that we now have a way of getting more complexity such that a technical contradiction can now be overcome. That no biological example is forthcomming is evidence of that. As far as the FPGA example, we don't get more versatile code from a gene duplication if anything we might get specialized code where the ancestral code is far more complex. If this is the common case then this is extremely relevant to any hypothesis that uses gene duplication as the main mechanism. Neither the classical model (filled with quite simple examples and not common) nor the DDC (which is simply partitions functions of the ancestral gene) give any reason to think that these are not variations on pre-existing hypervolumes and not the re-engineering of the space of possibilities, as Bracht has pointed out. [ 23. February 2003, 13:27: Message edited by: Nelson_Alonso ]
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Nel
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Member # 614
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posted 23. February 2003 13:26
Yersina wrote: (and before you say "but earbones aren't molecular systems", remember, neither is the mousetrap.
Nelson: Already I am seeing how much Theyeti's essay is causing confusion (see a forthcomming reply at ARN since I feel partly responsible for the essay, given my posts at Antievolution.org about ID not necessarily being antievolution, but I digress). Mouse traps and molecular systems like bacterial flagella have this in common: they are multi-part systems with well-matched parts that are assembly-dependant, and dependant on assembly from scratch. What we have with the ear-bone system is a system that are not built like mousetraps or molecular machines, they are dependant on the evolution of developmental systems. Furthermore, it's another quite simple example of the reshuffling of pre-existing parts, and 3 measly parts at that. So even if this was a molecular example, it would be just as trivial as the PCP degradation pathway or the antifreeze example.
These types (mammilian ear) are most likely the result of changes in the regulatory elements. As Davidson describes in one example:
quote:
Portions of the endo16 cis regularatory system of Strongylocentrotus are to date the most extensively explored of any, with respect to the functional meaning of each interaction that takes place within them. What emerges is almost astounding: a network of logic interactions programmed into the DNA sequence that amounts essentially to a hardwired biological computational device
In othe words, the reason why IC is so important when applied to the molecular level is because most biological aspects that pertain to evolution are built upon the molecular level. [ 23. February 2003, 14:11: Message edited by: Nelson_Alonso ]
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Nel
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posted 23. February 2003 13:48
Hi Rex,
First some final comments on pod-2 mutants. The authors themselves mention an intermediate lethal phenotype in the footnote c to Table 1 where " In a few embryos , the symmetric spindle shifted posterior as the cell was dividing, resulting in asymmetric cleavage." I do not know whether the protein is functional or properly folded in the cold. The cold temperature will have effects on diffusion as well as on protein folding and motors on the microtubules, etc. If we think of the cytoplasm as a fluid gel and as the temp drops, every protein, ion or cofactor moves slower as the cytoplasm gets more dense and gelatin. The protein could be functional but not encountering its substrate as often in the cold so it becomes less efficient at the integral step needed to make the asymmetry essential for embryonic development. Since there is a limited time to complete this step (before first cleavage), most of the embryos will succeed but not all, even in the wild type. Depending on when you cool it down, then some survive; you can call this "robustness" I guess, but it doesn't really help in discerning whether John's statement was "wrong".
You also mention the few escapers (3.7% and 2.2%); I see them in Table 2. No doubt this represents the variation that resulted from cold sensitivity; look at the controls in Table 2: +/+ 99% hatching and +/+d 97% hatching at the low temperature of 15 oC. But even if this points to enough genetic variability in eggs of the same clutch that not 100% will follow the crowd, is this low percentage really relevant to Darwinian evolution?
As far as Type III systems, the journals do say that they most likely evolved from the flagellum.
quote:
"Phylogenies of most or all of the flagellar proteins follow those of the source organisms with little or no lateral gene transfer suggesting that homologous flagellar proteins are true orthologues. We suggest that the flagellar apparatus was the evolutionary precursor of Type III protein secretion systems." J Mol Microbiol Biotechnol 2000 Apr;2(2):125-44 Phylogenetic analyses of the constituents of Type III protein secretion systems. Nguyen L et. al.
(although I see some reason to think that they most likely came after the flagellum, and not necessarily that it evolved from the flagellum, but I'll get into that in the unspun thread.)Nonetheless, type III machinery is not found in even the most ancient eubacteria.
Although the type III systems are simpler than flagella, they are also IC, and not only that, to tell a co-option story about how you can add the other parts of the flagellum, requires co-option of multi-component systems. Again, see the 6-part essay at http://idthink.net [ 23. February 2003, 14:03: Message edited by: Nelson_Alonso ]
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gedanken
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Member # 594
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posted 24. February 2003 01:33
Alonso Nelson has been quoting from two articles in Genetics:
Force, A.; Lynch, M.; Pickett, F. B.; Amores, A.; Yan, Y. and Postelethwait, J., 1999 Preservation of duplicate Genes by Complementary, Degenerative Mutations Genetics 151: 1531-1545.
Lynch, M.; Force, A. 2000 The Probability of Duplicate Gene Preservation by Subfunctionalization Genetics 154: 459-473.
I highly recommend these two articles for all who are viewing this thread. I have provided links to places that happen to have PDF files, but there is no guarantee of how long they will be available at those locations, I just found these on-line copies using Google.
I really should not take the time to respond here, but Alonso’s papers give such a great opportunity to present the very concept that the papers were quoted as though they argued against, and to show how they relate to John Bracht’s comments and TRIZ paper.
For a moment, I would like to review the proposition that I had made. It is largely a recapitulation of concepts presented far more ably by others in this or other threads. The subject is how the dimensionality of the change space of a developing or evolving system population could increase with a duplication of a sub-structure, such as duplication of part of the genetic material.
I pointed out that immediately after the duplication, that there would probably be no new function. This is because in many cases the duplication would simply be expressed in some form of redundancy of the original functions. (Presence of a new dimension does not immediately imply movement in that dimension.)
However this gives an interesting possibility. That possibility is of independent evolution, over generations, of those independent structures.
So the most important point to consider is that the duplication does not initially confer new functionality -- however it confers a new dimensionality over which the functionality can develop by creating two degrees of freedom where initially there was only a single degree of freedom. (Or an appropriate multiple thereof, wherein the original structure had only N degrees of freedom to change, but duplicated there are something like 2N degrees of freedom for change as “descent with modification” operations change the structures.)
Alonso has been repeating the quote (but shown here with my emphasis):
quote: However, empirical evidence from genome duplication events suggests that gene duplicates are preserved in genomes far more commonly and for periods far in excess of the expectations under [the classical model], and whereas some gene duplicates clearly evolve new functions, there is little evidence that this is the most common mechanism of duplicate-gene preservation. An alternative hypothesis is that gene duplicates are frequently preserved by subfunctionalization, whereby both members of a pair experience degenerative mutations that reduce their joint levels and patterns of activity to that of the single ancestral gene.
Pointing out the sentence about new functions are not the “most common”, Alonso said:
quote: The phrase here is unambiguous. As far as the examples that do produce new function, we see that they clearly not relevant to the type of inventiveness discussed in the paper.
Now first I should point out that the quote from Genetics paper above is not from the paper that Alonso gave a reference (Preservation of Duplicate Genes…), rather it is from the second paper I indicated, The Probability of Duplicate Gene Preservation by Subfunctionalization.
Alonso has been repeatedly (say 4 or 5 times) claiming that such duplicates lead to lower complexity organisms, and that even if they do result in new function, that is in a context of lower complexity. So there are not really any cases that are as described in John Bracht’s TRIZ paper of “new functionality”.
I shall refer to the first paper above as the “Preservation” paper, and the second as the “Probability” paper.
Here are a sequence of informative quotes from “Probability” paper:
quote: Subfunctionalization is defined as the fixation of complementary loss-of-function alleles that results in the joint preservation of duplicate loci. For example a gene that is originally expressed in two tissues may diverge into two copies, each being expressed uniquely in one of the two tissues.
Now I consider this significant, because it is precisely what I was talking about above. No new function occurs directly or immediately because of the duplication. But furthermore it shows that the individual genes (now duplicated) control less function than did the original gene, because they now control separate functions rather than two functions simultaneously. Since each looses control of part of what it was (as unduplicated) controlling, individually this is “simplification”. However the assembly of the two is just a complex, as the assembly controls the pair of functions originally controlled by one gene. Pairwise there is no loss of functionality, and as we will see is often an increase in functionality to follow.
quote: Numerous examples now exist for the presence of independently mutable regulatory sequences associated with developmental genes. Consider, for example, the bmp5 gene in the mouse.
I put the emphasis on “independently mutable”. Thus there is a possibility of new degrees of freedom.
quote: Although the DDC process is based entirely on degenerative mutations, there are at least three ways in which it may play a significant role in creative evolutionary processes. First, by stabilizing duplicate genes in the genome, the DDC process extends the time period during which genes are exposed to natural selection, thereby enhancing the chance that rare beneficial mutations to novel functions may arise (as compared to the situation under the classical model, where a gene is removed from selection once it has become nonfunctionalized). Second, the partitioning of gene expression patterns by the DDC process may reduce the pleiotropic constraints operating on single-gene loci, thereby allowing natural selection to more closely tune the duplicate members of a pair to their specific subfunctions. Third, gene duplicates that have unresolved subfunctions at the time of a reproductive isolation event provide a powerful mechanism for the development of reproductive incompatibility, i.e., speciation. The degeneration of orthologues in different ways in two sister taxa effectively causes a divergence in genetic maps (Haldane 1933) and a consequent loss of some aspects of gene expression in hybrid progeny.
Now the “Probability” paper is putting some meat on the bone of what I was suggesting in my FPGA example, but here from the actual field of biological evolution! Rather than implying simplification, three different pathways are given for the increase in dimensionality of the degrees of freedom for descent with modification operations. Later in the paper they continue:
quote: There is, however, nothing inherent in the DDC model that denies the significance of gene duplication in the origin of evolutionary novelty. Indeed, the subfunctionalization process may facilitate such evolution by preserving gene duplicates and maintaining their exposure to natural selection and/or by removing pleiotropic constraints.
Are Lynch and Force suggesting that new functionalization due to the DDC model would be “not relevant to the type of inventiveness discussed” in Bracht’s TRIZ paper?
Alonso has repeated the notion of simplification being the implication of the DDC model. Here is their concluding paragraph:
quote: Finally, we note that we have couched all of the theory in this article in terms of loss-of-function/subfunction mutations. However, some evidence suggests that gain-of-function mutations may be quite common, perhaps as common as loss-of-function mutations (Clark et al. evolution. Am. Nat. 67: 5–9. 1995). A key feature of the DDC model is how mutations in duplicate genes are perceived at the level of natural selection, so the extent to which our results would have to be modified in the face of gain-of-function mutations depends on their influence on fitness. If such mutations are dominant and have a negative influence on fitness, then they may be effectively purged from the population and contribute little to the long-term evolutionary dynamics of gene duplicates. On the other hand, gain-of-function mutations may prolong the life of gene duplicates by resurrecting previously impaired copies. empirical and theoretical studies will be required to clarify these issues.
Alonso keeps referring back to the “loss of function” mentioned in the paper as the basis for some of their quantitative assumptions. The conclusion clearly demonstrates that Lynch and Force are not implying that the DDC model implies that no new functions will develop, and clearly show how the DDC model supports the increase of dimensionality of the genome with separate sites for change operations -- thus increasing the degrees of freedom or the dimensionality of the state space. The conclusion of the paper is that greater complexity will be the result of the DDC model in many circumstances, not simplification.
Here, quoting from “Preservation” paper: Alonso said:
quote: "We are not aware , however, of any convincing evidence that the majority of duplicate copies have acquired new functions that did not already exist in the ancestral genes."
But the “Preservation” paper goes on with these points:
quote: An alternative reason for the failure of the classical model to explain the fates of most duplicate loci may be an overly simplistic view of gene structure. …
quote: … This model is quite distinct from the classical model, under which degenerative mutations can only lead to gene loss and beneficial mutations are the only route to gene preservation.
The whole subject of these two papers is how the DDC model gives greater chances for preservation of duplicate genetic material, and thus allows for more degrees of freedom in later evolution.
In an earlier post, Alonso states and then quotes from “Preservation” paper:
quote: The only examples that we see where gene duplication evoke a new function were very simple examples. That "sometimes new functionality develops from gene duplication, then new functionality is a capability or potential result of gene duplication" is irrelevant, as we are discussing whether gene duplication would likely result in the type of inventiveness discussed in John Bracht's paper. Lets stay focused. If gene duplication truly results in an increase in dimensionality, you are doing a good job of hiding it.
As paper states:
quote: As we noted earlier, even the most basic premise of the classical model of duplicate gene evolution--that gene duplicates are preserved only by the evolution of new functions--has never been tested.
But why does Alonso not go on to quote from the end of the same paragraph:
quote: … Unlike the classical model, the mutational mechanisms that lead to gene preservation by DDC are distinct from those responsible for the origin of new gene functions. On the other hand, by expanding the time period for which genes are exposed to selection, the preservation of duplicates by the DDC process facilitates subsequent opportunity for the evolution of new functions. If the evolution of new gene functions is the only mechanism of duplicate gene preservation, then it should be possible to empirically reject our alternative subfunctionalization hypothesis. We now consider some potentially fruitful avenues for future research.
I think this is very relevant to what John Bracht was discussing in TRIZ, as quoted by Alonso:
quote: That re-working of the "rules" of gene expression and embryonic development, along with adding extra genes, is what I'm referring to as an inventive change in biology. I've never seen an example where that sort of change was observed to be the result of Darwinian processes.
The two papers here are discussing precisely that subject.
In another post, Alonso discussed the case of the subfunctionalization from gene duplication in the “Zebrafish”.
In an earlier generation, the gene en1 (as viewed from a descendent, the mouse) is involved in both a pectoral apendage bud, and in the hindbrain and spinal cord. But in the Zebrafish, there was a duplication, followed by “subfunctionalization”, and the gene eng1 affects the pectoral appendage bud, and eng1b affects the neurons in the hindbrain/spinal cord.
Alonso was discussing that the duplicate “results in subfunctionalization and not a gene of equal complexity.” This is exactly as presented, but is misleading. The “subfunctionalization” is not a reduction in complexity of the pair of genes eng1 and eng1b, as compared to the original gene en1. What is happening is that the two genes now have separate degrees of freedom to change or mutate over generations, without each slight change affecting both the hindbrain and the spinal cord, and the pectoral appendage bud.. Thus there are two degrees of freedom where originally there was only one. There may have been simplification in the independent or duplicated genes, but this does not represent a simplification of the assembly of the two together in the entire genome of the later generation -- the genome has not become simplified.
In the book Genetic Programming III : Darwinian Invention and Problem Solving By Koza, et. al. (Morgan Kaufmann, 1999) is the following description under the topic of “Gene Duplication and Deletion in Nature”:
quote: [Speaking of the paper “Ohno (1970)”:]
Ohno concludes:
Thus, gene duplication emerges as the major force of evolution.
Onno’s provocative thesis is supported by the discovery of pairs of proteins with similar sequences of DNA and similar sequences of amino acids, but different functions (Nei 1987; Maeda and Smithies 1986; Dyson and Sherratt 1985; Brooks Low 1988; Patthy 1991; Go 1991; Hood and Hankapiller 1991). Examples include
- myoglobin and the single subunits of monomeric hemoglobin of lamprey and hagfish,
- myoglobin (used for storing oxygen in muscle cells of vertebrates) and the four subunits of hemoglobin (used for transporting oxygen in red blood cells),
- trypsin and chymotrypsin,
- the protein of microtubules and actin of the akeletal muscle, and
- the light and heavy immunoglobin chains.
For the Escherichia coli bacterium, a relatively simple organism, it is known that the more than 30% of its proteins are the result of gene duplications (Lazcano and Miller 1994; Riley 1993). Those proteins include its DNA pllymerases, dehydrogenases, ferredoxins, glutamine synthetases, carbomoyl-phosphate synthetases, F-type ATPases, and DNA topoisomerases. . The midge, Chironomus tentans, provides an additional example of gene duplication (Gallli and Wislander 1993, 1994). In particular, consider the contiguous sequence of 3,959 nucleotide bases from this midge that is archived under accession number X70063 in the European Molecular Biology Laboratory (EMBL) database and the Gen Bank database. The 732 nucleotide bases located at positions 918-1,649 of the 3,959 bses of the DNA sequence involved become expressed as protein containing 244 (i.e., one-third of 732) amino acid residues. The 759 nucleotide bases at positions 2,513-3,271 become expressed as a protein containing 253 residues. The 732-bae subsequence is called the C. tentans SP38-40.A gene and the 759-base subsequence is called the C. tentans Sp38-40.B gene. The bases of DNA before positions 918, the bases between positions 1,650 and 2,512, and the bases after position 3,271 of this sequence of length 3,959 do not become expressed as any protein.
But both the “A” and the “B” proteins are secreted from the midge’s salivary gland to form two similar, but different, kinds of water-insoluble fibers. The two kinds of fibers are, in turn, spun into one of two similar, but different, kinds of tubes. One tube is for larval protection and feeding, while the other tube is for pupation (the stage in the development of an insect in which it lies in repose and from which it eventually emerges in the winged form).
[continues with details on “A” and “B” proteins]
[References discussed excerpted:]
- Brooks Low, K. 1988. Genetic recombination: A brief overview. In Brooks Low, K. (ed.). The Recombination of Genetic Material. San Diego: Academic Press. Pp.1-21.
- Dyson, Paul; and Sherratt, David. 1985. Molecular mechanisms of duplication, deletion, and transposition of DNA. In Cavalier-Smith, T. (ed.). The Evolution of Genome Size. Chichester, England: John Wiley & sons.
- Gali, Joakim; and Wislander, Lars. 1993. Two secretory protein genes in Chironomus tentans have arisen by gene duplication and exhibit different developmental expression patterns. Journal of Molecular Biology 231:324-334.
- -----, 1994. Structure of the smallest salivary-gland secretory protein in Chronomus tentans. Journal of Molecular Evolution 38:482-488.
- Go, Mittko. 1991. Module organization in proteins and exon shuffling. In Osawa, S.; and Honjo, T. (eds.). Evolution of Life. Tokyo: Springer-Verlag.
- Hood, Leroy; and Hankapiller, Tim. 1991. Modular evolution and the immunoglobin gene superfamily. In Osawa, S.; and Honjo, T. (eds.). Evolutoin of Life. Tokyo: Springer-Verlag.
- Lazcano, A.; and Miller, S. L. 1994. How long did it take for life to begin and evolve to cyanobacteria? Journal of Molecular Evolution 39:546-554.
- Maeda, Nybuyo; and Smithies, Oliver. 1986. The evolution of multigene families: Human haptoglobin genes. Annual Review of Genetics 20:81-108.
- Nei, Masatoshi. 1987. Molecular Evolutionary Genetics. New York: Columbia University Press.
- Ohno, Susumu. 1970. Evolution by Gene Duplication. New York: Springer-Verlag.
- Pathy, Laslo. 1991. Modular exchange principles in proteins. Current Opinion in Structural Biology. 1:351-361.
- Riley, M. 1993. Functins of the gene products of Escherichia coli. Reviews of Microbiology 32:519-560.
We see a repeating theme. In the Genetic Programming III quote, and in the two papers that Alonso quotes from. The theme is that duplication provides new dimensionality for future evolution, even when it starts off with preserving the original functions that were affected by the unduplicated gene. . By the way, the Ohno (1970) paper is not ignored in the “Preservation” and “Probability” papers by Force, et al. In fact the Ohno paper is fully embraced, and referenced in the introductory paragraphs in both papers. The point “gene duplication emerges as the major force of evolution” is precisely what the “Preservation” and “Probability” papers are about!
[Edit: correct typos] [ 24. February 2003, 11:40: Message edited by: gedanken ]
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yersinia
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posted 24. February 2003 02:25
quote:
Already I am seeing how much Theyeti's essay is causing confusion (see a forthcomming reply at ARN since I feel partly responsible for the essay, given my posts at Antievolution.org about ID not necessarily being antievolution, but I digress). Mouse traps and molecular systems like bacterial flagella have this in common: they are multi-part systems with well-matched parts that are assembly-dependant, and dependant on assembly from scratch. What we have with the ear-bone system is a system that are not built like mousetraps or molecular machines, they are dependant on the evolution of developmental systems.
Since when did "ICness" have anything to do with method of assembly? Are you telling me that a mousetrap, identical to Behe's mousetrap, that was not "built from scratch" (whatever that means, exactly -- it's not like earbones are carved out of a leg bone or something), it would magically cease to be IC?
quote:
Furthermore, it's another quite simple example of the reshuffling of pre-existing parts, and 3 measly parts at that. So even if this was a molecular example, it would be just as trivial as the PCP degradation pathway or the antifreeze example.
What I find *really* entertaining is how, with practically every example I raise, the reaction is something like (1) Much doubt and objections that there is no evidence that the example in question evolved (2) followed by argument and citation of more evidence followed by (3) an assertion that, OK, maybe the example evolved but it's really trivial and doesn't meet whatever ill-defined IDist criteria is popular this week.
You, Nelson, just called this:

...set of finely-crafted, delicately matched, sound-conduction devices -- from jawbones, of all things -- a "trivial" acheivement. Despite the fact that, as the above graphic shows, it represents the very defining characteristic of mammals that distinguishes them from mammal-like reptiles. Humans have even given the bones names on analogies with human devices, and refer to their function in terms of lever action, impedance matching, etc. The analogy with a mousetrap is rather close -- transfer of energy via physical mechanisms such as levers, to deliver it somewhere else.
If you concede that such a thing is a trivial thing for evolution to accomplish, then you've just conceeded that IC is a trivial thing for evolution to produce, and there goes your argument for ID.
yersinia
PS: Regarding gene duplication and the origin of information, you've got a lot more to deal with than just antifreeze genes. There are dozens of published examples of the detailed origin of new genes, although since no one here has given a non-goalpost-moving definition of "inventive" or "technical contradiction" there is no way to know which ones would meet the criteria.
But here is a very partial list anyhow.
And some more examples, focusing on cooption but also the origin of new genes
quote:
Although the type III systems are simpler than flagella, they are also IC, and not only that, to tell a co-option story about how you can add the other parts of the flagellum, requires co-option of multi-component systems. Again, see the 6-part essay at ]http://idthink.net
Are you telling me that all those parts of a Type III secretion system are really required for the function of exporting proteins? All of those simpler protein export systems must not be functional then...
As for co-option of multi-component systems, what's so hard about that? That's exactly what happened in the "trivial" case of mammalian middle-ear bones. "Multi-component cooption" is really just the linking of two systems. With earbones it happened as gradually as can be.
You may have been implying another version of the eternal "all the parts came together at once" strawman version of cooption, but no biologists advocate that model.
As for molecular examples, please explain how the following is not overcoming a technical contradiction.
1) In the beginning, bacteria could not degrade 2,4-DNT.
2) Humans introduced 2,4-DNT, a synthetic chemical, into the environment
3) Bacteria developed, in quite a complex manner, a way to degrade it. And just in a few years.
quote:
J Bacteriol 2002 Aug;184(15):4219-32
Origins of the 2,4-dinitrotoluene pathway.
Johnson GR, Jain RK, Spain JC.
Air Force Research Laboratory, U.S. Air Force, Tyndall Air Force Base, Florida 32403, USA.
The degradation of synthetic compounds requires bacteria to recruit and adapt enzymes from pathways for naturally occurring compounds. Previous work defined the steps in 2,4-dinitrotoluene (2,4-DNT) metabolism through the ring fission reaction. The results presented here characterize subsequent steps in the pathway that yield the central metabolic intermediates pyruvate and propionyl coenzyme A (CoA). The genes encoding the degradative pathway were identified within a 27-kb region of DNA cloned from Burkholderia cepacia R34, a strain that grows using 2,4-DNT as a sole carbon, energy, and nitrogen source. Genes for the lower pathway in 2,4-DNT degradation were found downstream from dntD, the gene encoding the extradiol ring fission enzyme of the pathway. The region includes genes encoding a CoA-dependent methylmalonate semialdehyde dehydrogenase (dntE), a putative NADH-dependent dehydrogenase (ORF13), and a bifunctional isomerase/hydrolase (dntG). Results from analysis of the gene sequence, reverse transcriptase PCR, and enzyme assays indicated that dntD dntE ORF13 dntG composes an operon that encodes the lower pathway. Additional genes that were uncovered encode the 2,4-DNT dioxygenase (dntAaAbAcAd), methylnitrocatechol monooxygenase (dntB), a putative LysR-type transcriptional (ORF12) regulator, an intradiol ring cleavage enzyme (ORF3), a maleylacetate reductase (ORF10), a complete ABC transport complex (ORF5 to ORF8), a putative methyl-accepting chemoreceptor protein (ORF11), and remnants from two transposable elements. Some of the additional gene products might play as-yet-undefined roles in 2,4-DNT degradation; others appear to remain from recruitment of the neighboring genes. The presence of the transposon remnants and vestigial genes suggests that the pathway for 2,4-DNT degradation evolved relatively recently because the extraneous elements have not been eliminated from the region.
[...]
[snipping many paragraphs of analysis before the final summary]
Inferences from the comparison of the structural genes of the 2,4-DNT pathway suggest that the pathway came together from three sources. The initial dioxygenase appears to have originated from a naphthalene degradation pathway like that of strain U2 (17). A large portion of the salicylate hydroxylase oxygenase component is retained but is not functional. The MNC monooxygenase was probably derived from a pathway for degradation of chloroaromatic compounds. The presence of the vestigial (with respect to 2,4-DNT degradation) ortho-ring fission dioxygenase is consistent with its recruitment from a pathway for chloroaromatic compounds. The true ring fission enzyme for 2,4-DNT degradation has a different origin. The sequence of DntD is quite dissimilar to all other described meta-ring fission enzymes, including those from naphthalene and chloroarene degradative pathways. The distinctive sequence of the ring cleavage enzyme reflects the substrate specificity observed for the THT oxygenase (28). The distant relationship between homogentisate dioxygenase and DntD and the association with homologs from amino acid metabolism (dntE and dntG) indicate that the lower pathway operon arose from a gene cluster for amino acid degradation.
The disparate origins of the various dnt and associated genes described in this study are consistent with the difficulties that bacteria face to achieve efficient metabolism of synthetic compounds like 2,4-DNT. The organization of the pathway genes suggests there is a progression towards a compact region en-coding the entire pathway. In that progression, remnants from assembly persist, such as the benzenetriol oxygenase (ORF3), putative maleylacetate reductase (ORF10), and putative trans-posase (ORF4). No role in nitroarene degradation is apparent for the remnants; their presence might indicate an intermediate point in the evolution of an optimal system or perhaps some of the proteins could be used in other pathways when another substrate is available.
[ 24. February 2003, 02:43: Message edited by: yersinia ]
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Rex Kerr
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posted 24. February 2003 04:06
Nelson, when you have a brood size of about 200, 2-3% survivors is plenty for natural selection to act upon, if the change really does provide some major selective advantage--for example, allowing the organism to exploit a previously empty niche. Also, the worms are self-fertilizing hermaphrodites, and as such, under laboratory conditions, are genetically identical. The 2-3% survivors presumably survive for stochastic and/or environmental reasons.
With regard to the flagellum, I will simply reiterate my earlier point that the T3SS is a functional complex that indicates that there could be indirect functional intermediates between zilch and a flagellum, and that IC does not rule out evolution by indirect functional intermediates. Behe, Darwin's Black Box, p. 40: quote: Even if a system is irreducibly complex (and thus cannot have been produced directly), however, one can not definitively rule out the possibility of an indirect, circuitous route. As the complexity of an interacting system increases, though, the likelihood of such an indrect route drops precipitously.
In the case of the flagellum, that precipitous drop looks much less precipitous in the presence of an example of a complicated near-subset with a different function.
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Frances
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posted 26. February 2003 00:10
May I point out that the reference to gene duplication as a potential way for genetic algorithms to increase the dimensionality of the search space was to show that Bracht's suggestion in his paper arguing to the contrary was incorrect. Let's not move the goal posts too quickly.
Bracht stated in his paper that
quote:
The essential insight is that trial and error may only operate within a given hypervolume—but it may never jump to a new, higher-order hypervolume. The unbridgeable gaps between hypervolumes correspond to the technical contradictions in TRIZ theory.
This does not seem to be a tenable argument imho. Thus in principle GA's can increase the dimension of the hypervolume. What does this mean for GA's and TRIZ theory?
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John Bracht
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posted 26. February 2003 02:44
Yersinia, Frances, Gedankin, et al.,
With research and school I don't have a lot of time to go into detail on all the points that have been raised on this thread, so this email will summarize what I see as the important issues.
Yersinia--you've quoted a bunch of literature that shows how similar genes can be used to specify different structures (in this case, body segments) in insects. You never addressed the technical issues I raised about the difficulty, in specific cases, of evolving a novel segment (from duplicated genes) in an arthropod bodyplan. I am dealing with the sorts of changes that have to occur in the genetic regulatory system such that duplicated genes "mean" a novel structure (or a new segment). Sure, once you've got a different gene network, a duplicated gene can "mean" something different--but the point I'm making is that this re-wiring of the gene network is entirely out of reach of the Darwinian process. You've nowhere addressed that argument and instead you've just pointed to literature that makes the same error you do: it just assumes that these changes occur through a duplication-divergence mechanism, while ignoring the very real difficulties inherent in such a scenario. It does no good to argue from the literature when it's making the same error you are. I disagree with the way you're just papering over the real problems involved in adding dimensionality to the hypervolume, and I certainly disagree with the way much of the literature does the same thing. So citing literature that promulgates the same error won't convince me--sorry!
As for your insistence that my definitions have not been rigorous enough, as far as I can tell you just want me to give a "soundbyte" summary of my ideas so you can go pubMed search and find some abstract that contradicts whatever I say. You want an easy target that you can shoot down. However, the ideas I'm dealing with are a good bit more sophisticated than that, and don't admit to easy simplification to the superficial (and therefore likely incorrect) level you want. If you can't read what I've already written and deal with that, I don't have too much sympathy. I've spelled out my ideas over and over again, with as much clarity as I can muster, and doing so again won't help. Furthermore, the fact that you just want to "shoot down" or defeat my ideas is enough to show that you aren't really thinking in the spirit of this discussion forum. I'm trying to explore ideas that seem to have a lot of validity in terms of expressing something true about biological complexity, but are not yet fully fleshed out. Recall the mission statement of Brainstorms is to provide a place for novel intuitions, speculations, hypotheses, conjectures, arguments, and data related to complex systems that have yet to be developed into full-fledged research projects. Critiques are welcome, but your warpath mentality is certainly not. If you offer valid critiques in response to this email, I'll respond to them, but if you continue with the battle warrior mentality I won't bother (this goes for Frances and Gedankin, as well).
The point I've been trying to make is that a given dimension of a hypervolume, along which the Darwinian process can move, is itself determined by MULTIPLE fundamental parameters, which themselves do not evolve but determine the hyperspace in which evolution can happen. Biologically, what I'm saying is that changes in a single gene only move about within a hypervolume (this goes for changes in duplicated genes as well!) and the only thing which adds dimensionality to the hypervolume is if the entire "context" of a gene changes to something new. By "context" I mean the genetic regulatory interactions in which a given gene is imbedded, and which give that gene a "meaning". In other words, fundamental changes in the wiring diagram of an organism are what constitute inventive changes. Once a wiring pattern is established for an organism, a given space of evolutionary possibilities is mapped out in which the Darwinian process can operate. However, re-wiring the genetic network itself (the context in which genes are interpreted) requires teleological input to ensure that multiple components are all changed in ways that produce the novel functionality (which I'm defining as an inventive change).
Bottom line: none of the examples presented in this thread as counterexamples to my arguments have been this sort of inventive change. Simply showing that genes can duplicate and evolve is not enough. The question is: can gene CONTEXTS evolve such that genes are imbedded in the regulatory networks in ways that produce novel structures? A duplicated gene that evolves is still going to be interpreted in light of the "old" genetic network, and will only be able to produce (at best) variants of what existed before. Genuine novelty (of the inventive sort I'm talking about) simply cannot come about this way because you're just moving around in the hypervolume of possibilities--you're not re-engineering it to make new possibilities available to be explored.
Several people have argued that the icebreaker example could be just a "duplication" of the hull or that you just need to "add a hole" to the hull to get this inventive change. But let's think a little more clearly about this scenario. Imagine that we just add a hole in the hull of the ship. Obviously, this could cause some serious problems. A hole in the hull will quickly sink the ship (assuming it's below water-line). Getting a sealed hole through the hull (such that it's still water-tight) is no minor change--it's a fundamentally different morphology in which the hull has a highly specific, tightly constrained opening added. The opening cannot "halfway" be added--it's fully functional or else the boat sinks. Further, imagine that we add the right sort of hole, but in the direction perpendicular to the direction of motion. Certainly, this does nothing to provide a better icebreaker, since the ice still cannot move through the hull. Additionally, the side walls of the new hole in the hull need to be thin enough to provide improved functionality, and the hole has to be "deep" enough to allow the entire thickness of the ice sheet to pass through. So you can see that the constraints on the system are a bit more severe than just "add a hole to the hull". Similarly, just duplicating the hull won't do it either. The most obvious result of hull duplication is to make a catamaran. It's not at all obvious how these two hulls would then join beneath the ice, or how they would be thin enough to slice through ice (esp. if the original hull was not thin for slicing). If we duplicate vertically, one still has to do massive re-working of the upper and lower sections--one can't just duplicate the hull as-is and have a working boat. It's always a case of "duplicate AND do A,B,C..." which is required--and I see the A,B,C... part as being very teleological and non-Darwinian in nature.
So, take this to the biological level. Imagine encoding the old icebreaker hull into some sort of "genome". There will probably be genes regulating length, width, height/depth, engine size, etc etc etc, all required to build a functional boat. Now, let's add the hole. We're going to need parameters for hole orientation, hole diameter, cross-sectional shape, "donut-ness" (the phenomenon that the hole through the hull doesn't break the water-tight seal of the ship), etc. None of these parameters makes sense without a hole present, yet all of them must be present in order to add the hole. These parameters can evolve gradually once the hole is present (the hole can get gradually larger, or shallower, or maybe the side walls get thinner, etc) but gradual evolutionary processes have no way of adding the hole in the first place.
While some biological examples on this thread are mabye more grey than black-and-white, especially the example of evolving new body segmentation (I honestly am not sure whether this would qualify as an inventive change or not, but as I've outlined previously I see reasons to suspect that it does), there are some very good examples in biology that are far more dramatic than the "hole in the icebreaker hull" example. I've listed them in the paper and discussed them earlier on this board: the origin of multicellularity (the origin of many new gene "contexts"), the origin of bodyplans, the origin of sexual reproduction, the origin of eukaryotes, and certainly the origin of life.
Unless someone brings up a response which shows real insightfulness (in the sense of addressing the evolution of genetic contexts instead of the evolution of individual genes), I'll let this be my last post on this thread. I'm weary of the repititious error in which evolution within a hypervolume (via gene duplication, and subsequent mutation of that gene) is conflated with the re-engineering of the hypervolume itself. Perhaps someone will want to argue that there is no real distinction--in which case a good justification for that assertion will have to be made. But I'm not hopeful--it seems that most of my critics aren't willing to think that hard and consider what sorts of genetic changes they're dealing with. Who knows, though--maybe I'll be proven wrong. I'll let you all have the last word.
John
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Frances
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posted 26. February 2003 03:36
Dear John ,
I am as well weary of these repititious error of conflation . But for different reasons. In your original paper you made a very clear assertion about hypervolume and GA's being unable to explore outside their original hypervolume. But as I and others have shown in countless examples, evolutionary processes and GA's can quite effectively manipulate the dimensions of the hypervolume they explore. I am looking for some insightful explanations why these simple observations of fact should be ignored.
So when John asserts that quote:
But I'm not hopeful--it seems that most of my critics aren't willing to think that hard and consider what sorts of genetic changes they're dealing with.
I find it hard to believe that this is the most insightful and efficient rebuttal of the very thoughtful comments made by his critics. So far the ability of GA's to manipulate the hypervolume seems to have been well documented.
Let me remind John once again of his argument
quote: The essential insight is that trial and error may only operate within a given hypervolume—but it may never jump to a new, higher-order hypervolume. The unbridgeable gaps between hypervolumes correspond to the technical contradictions in TRIZ theory.
John now claims that his argument is the following quote:
The point I've been trying to make is that a given dimension of a hypervolume, along which the Darwinian process can move, is itself determined by MULTIPLE fundamental parameters, which themselves do not evolve but determine the hyperspace in which evolution can happen.
But that is also incorrect because these multiple fundemental parameters can be manipulated by the GA/Darwinian process as has been shown by several participants of this thread.
Lets at least accept that these claims seem to be contradicted by the facts. The next question is, can evolutionary algorithms, once liberated from the constraints of their hypervolume, lead to inventive solutions. So far I do not believe that John has provided any arguments why it couldn't. Before it was established that GA's can indeed manipulate their hypervolume, John could (and in fact did) easily dismiss GA's as being able to be inventive. But what was proposed by John as once unbridgeable gaps seem to have been quickly closed. Such is the danger of gaps.
I guess in the end John may be right when he comments that quote: However, the ideas I'm dealing with are a good bit more sophisticated than that, and don't admit to easy simplification to the superficial (and therefore likely incorrect) level you want
. But that is likely to be a double edged sword as we have seen.
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gedanken
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posted 26. February 2003 12:07
John Bracht said:
quote: A duplicated gene that evolves is still going to be interpreted in light of the "old" genetic network, and will only be able to produce (at best) variants of what existed before. Genuine novelty (of the inventive sort I'm talking about) simply cannot come about this way because you're just moving around in the hypervolume of possibilities--you're not re-engineering it to make new possibilities available to be explored.
Several people have argued that the icebreaker example could be just a "duplication" of the hull or that you just need to "add a hole" to the hull to get this inventive change. But let's think a little more clearly about this scenario. Imagine that we just add a hole in the hull of the ship. Obviously, this could cause some serious problems. A hole in the hull will quickly sink the ship (assuming it's below water-line). Getting a sealed hole through the hull (such that it's still water-tight) is no minor change--it's a fundamentally different morphology in which the hull has a highly specific, tightly constrained opening added. The opening cannot "halfway" be added--it's fully functional or else the boat sinks. Further, imagine that we add the right sort of hole, but in the direction perpendicular to the direction of motion. Certainly, this does nothing to provide a better icebreaker, since the ice still cannot move through the hull. Additionally, the side walls of the new hole in the hull need to be thin enough to provide improved functionality, and the hole has to be "deep" enough to allow the entire thickness of the ice sheet to pass through. So you can see that the constraints on the system are a bit more severe than just "add a hole to the hull". Similarly, just duplicating the hull won't do it either. The most obvious result of hull duplication is to make a catamaran. It's not at all obvious how these two hulls would then join beneath the ice, or how they would be thin enough to slice through ice (esp. if the original hull was not thin for slicing). If we duplicate vertically, one still has to do massive re-working of the upper and lower sections--one can't just duplicate the hull as-is and have a working boat. It's always a case of "duplicate AND do A,B,C..." which is required--and I see the A,B,C... part as being very teleological and non-Darwinian in nature.
Go back and look at my long post in response to Alonso. (And forget that I was being specific in responding to Alonso’s arguments that the paper he presented were support for the points the way he worded them, and look at my responses in terms of the two step processes you discussed -- “first duplication, AND A,B,C…”).
I’m not a biologist. My response above was enabled by very specific claims and their obvious counterevidence in the paper. So let me present a scenario strictly in terms of the icebreaker example given, and assuming some sort of design structure that is modified successively by a GA that is generating successive ship designs. And furthermore let’s have those ships have a selective advantage to moving through the ice, so that we are not discussing some sort of “displacement” argument for the GA wherein the programmer was narrowly optimizing the design with a new concept.
The only concepts will be duplication of control of “design” of parts of a structure, followed by slight modification by moving aspects around within those structures. Rather than “gene-duplication”, let’s call this process “design-segment-duplication” in the GA process. These are, I feel, perfectly in alignment with concepts from real biology presented in the papers. And noting that in evolution we are not having a real “search” in the sense that goals are defined as they are in our example here, but here we have a vaguely “goal-like” specific case because we are specifying that there must be success in moving through the ice as evolutionary advantage to ships just to understand an aspect of performance of a GA.
- Force, A.; Lynch, M.; Pickett, F. B.; Amores, A.; Yan, Y. and Postelethwait, J., 1999 Preservation of duplicate Genes by Complementary, Degenerative Mutations Genetics 151: 1531-1545.
- Lynch, M.; Force, A. 2000 The Probability of Duplicate Gene Preservation by Subfunctionalization Genetics 154: 459-473.
We start with a single curve description of the outer hull profile, such that the boat is described as initially considered as a single section of hull. . Now I agree with John on the “hole” aspect. The insertion of a “hole” into the design is not in my opinion likely to evolve into the 3 hull sections according to any scenario like those John suggested.
Let’s examine the “design-segment” duplications again. And let’s remember that any ability to navigate in ice is a selective advantage in our case. Even if is somewhat low probability, there is a chance of a “design-segment-duplication” that divides the hull cross-section outline into control by separate “design-segments”. So before the change we have a single unitary hull pattern, after the change we have the exact same hull pattern -- but with control of the upper fraction of the hull cross-section by one “design-segment”, and control of the lower fraction of the hull corss-section by another “design-segment”.
The key point here is that we have a division, but no outward change. Would such changes survive? Now this is the point of the Lynch and Force papers -- that this sort of change, that initially has no effect is very likely to survive in real genetic evolution. And furthermore a GA could also have such duplications survive because this GA is modeling evolutionary processes as suggested are the actual case by Force and Lynch (not an optimization subject to “displacement” by the programmer to assist the design).
Now after this division, we will have mutations of the “design-segments”. Suppose that one mutation makes the upper half or so of the hull narrower in cross-section (as viewed along the length of the ship). This modified ship can most likely pass through a small amount of ice infested water in a better manner, because the portion that cuts through the ice is now narrower, and is compensated by the lower portion of the ship remaining the same shape as before to maintain buoyancy. Note also that in this model the same cross-sectional area and mass had to be maintained, so the top section became slightly taller to compensate for becoming more narrow. All the innards had to move slightly in successive generations to keep them optimized. And since the ship is now slightly taller, the center of mass is slightly higher and thus the point of division between the upper and lower hull segments is now divided at slightly below the centerline of the vertical profile of the ship. This just happens to be consistent with cutting through ice in a slightly better way, because there are some ice areas where the ice fits solely above the new division.
But of course with this slight advantage, there is a disadvantage that the deck is becoming smaller at the top. Yet we have this slight advantage, as proposed, in a region of frequent ice.
A key point to recall in the scenario so far is that there was a case of “first duplication, AND A,B,C”. According to the “DDC” process described by Force and Lynch, we have precisely this sort of “first duplication” followed by further “A,B,C” events supported in the real genetic evolutionary environment. I’m just showing a similar case in the evolution of ship design according to our GA model.
Now at this point we suppose a second “duplication” event, just like the last. In this case the upper hull section -- now selected for by being slightly taller and narrower -- is divided into two “design-segments” again. Once again one “design-segment” controls the shape of the upper half of the remaining upper hull segment, and another “design-segment” controls the lower half.
Now we don’t, once again have any change in the actual hull, just a change in control of the shape of segments of the hull. (Once again entirely consistent with the “DDC” model by Force and Lynch, and we have good reason for this change to survive even though it provides no selective advantage at the moment). Now after the division, lets have successive generations start to mutate.
So one mutation is to make the upper hull get just a little wider. This has a selective advantage in that the deck is now expanded, and we assume some sort of selective advantage as this is described as being beneficial in John’s TRIZ paper. But the point of division between the upper and lower portions of this upper pair of sections is not optimal for the ice passage, so it only confers a little advantage because of the expanded hull and not much detraction in the ice passage.
But now some mutations change the height of the middle segment (the lower of the latest split of the upper segments). But this makes the ship even taller. But it survives because it optimizes in some ice situations a little better.
Now of course descendents of this can be optimized by having the upper deck segment become less tall and wider. Concomitant shifting of all the contents within this segment occur in successive generations, because the inner workings must be ‘well matched’ in order to survive in function.
So now at this point we have three hull sections, but the middle hull section is only a little narrow, only conferring a little bit of advantage in ice situations. It is just enough, however, to allow this design to occupy regions that have frequent ice where other ships cannot survive for long.
At this point, and only after this long sequence, we will see some significant narrowing of the mid section of hull. This is where each successive narrowing of the middle hull-segment gives a little better ability to move into ice invested waters to a greater extent. In addition, the front of the mid hull-segment works even better as successive generations have a more nearly knife-like shape, along with narrowing. But as these changes confer slight advantages, the inner functions that pass through this inner section of hull must move slightly in later generations, either up, down, or elongated to pass through the mid section.
It is at this point that we have a long migration to a very narrow mid section, all by successive slight changes.
Key point: Complete conformance to “first duplication,” AND THEN “A,B,C” additional changes. And a key point is the survival of the “first duplication” concept by processes similar to those modeled by Lynch and Force et al. in the DDC model for genetic evolution of duplicated genes, but applied to our “design-segment-duplication” concept as operated by a GA. And key is that we have a succession of slight changes to get to the final form.
Does this mean that given the new GA processes, that the ice-breaker ship was now always within the state space dimensionality of the GA? [ 26. February 2003, 12:15: Message edited by: gedanken ]
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ASCSCommanding
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posted 26. February 2003 13:07
John,
I've been following this thread for a while and would like to jump in with a few comments from a somewhat different direction. My thoughts are particularly related to the following quote from an earlier post of yours:
quote:
Bottom line: none of the examples presented in this thread, as counterexamples to my arguments have been this sort of inventive change. Simply showing that genes can duplicate and evolve is not enough. The question is: can gene CONTEXTS evolve such that genes are imbedded in the regulatory networks in ways that produce novel structures? A duplicated gene that evolves is still going to be interpreted in light of the "old" genetic network, and will only be able to produce (at best) variants of what existed before. Genuine novelty (of the inventive sort I'm talking about) simply cannot come about this way because you're just moving around in the hypervolume of possibilities--you're not re-engineering it to make new possibilities available to be explored.
In following this debate I've been under the impression that it was the opinion of naturalists that there is little reason to conclude that there is any inventiveness of the TRIZ type in living systems. In short the conclusion is that there is one hypervolume of all possible genomes. I can think of three lines of evidence to support this.
1) Given the known types of variations that occur in genomes when organisms reproduce, all possible genomes are reachable via the types of variations that occur during reproduction. Now I realize that this leaves off the question of functional intermediates, which is, of course, vital. My point is just that it is possible, given what is known of reproduction and mutation, that all genomes are in one hypervolume.
2) If organisms do fit into separate and distinct hypervolumes it should be possible to classify them into these distinct groupings in a fairly clear and unambiguous way. As far as I'm aware there has been little success along those lines.
3) The examples of inventiveness that I've seen (and I freely admit that I've not done an exhaustive investigation) are either
a) Two widely spaced points that could well be two widely spaced points in a single hypervolume. The fin of a lobed fin fish and a horses hoof might suggest inventiveness has taken place, but the intermediaries of the fossil record make that far less clear. Or
b) Cases like the flagellum, and other examples you bring up in your earlier post (sexual reproduction, multicellularity, etc.) which are extremely ancient. It seems to me that assessing the inventiveness of a given artifact (be it biological or human) one must have a fairly complete record of what other artifacts existed at the time. How could be determine if a given Babylonian artifact showed TRIZ like inventiveness unless we had a complete record of what other similar artifacts the Babylonians had? The complaint concerning ID is that inventiveness is only found where that kind of record is missing.
I hope that you'll take these comments in the spirit of questions rather than challenges. I'm not an expert here and mostly trying to express ideas that I've gathered from other sources into a format that would be more helpful. Also, in the spirit of brainstorms may I suggest that an important line of research would be clearly categorizing organisms into hypervolumes and showing more recent examples of inventiveness.
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Argon
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posted 26. February 2003 13:32
ASCSCommanding writes: quote: b) Cases like the flagellum, and other examples you bring up in your earlier post (sexual reproduction, multicellularity, etc.) which are extremely ancient. It seems to me that assessing the inventiveness of a given artifact (be it biological or human) one must have a fairly complete record of what other artifacts existed at the time. How could be determine if a given Babylonian artifact showed TRIZ like inventiveness unless we had a complete record of what other similar artifacts the Babylonians had? The complaint concerning ID is that inventiveness is only found where that kind of record is missing.
With respect to the ability to discern design events, I suggested something along those lines about nine months ago ... See: here
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Micah Sparacio
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posted 26. February 2003 14:31
John, Not sure if this is on topic at all, but does James Shapiro's work on natural genetic engineering have any relevancy to your work on biological inventions? Isn't Shapiro's basic argument that organisms have the capacity to modify their own genetic code with an adaptational goal "in mind." Are organisms thus capable of exploring outside the original hypervolume? Sorry if this is naive.
In any case, I am interested in how you see Shapiro's work bearing on your own?
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