which was quoted by ChunkDZ as (warning, many of ChunkDZ's responses include insults, invectives, follow the links at your own risk).If our definition of biosynthetic restrictions are a good approximation of the possible variation from which the canonical code emerged, then it appears at or very close to a global optimum for error minimization: the best of all possible codes.
Later abbreviated to (warning, many of ChunkDZ's responses include insults, invectives, follow the links at your own risk).If our definition of biosynthetic restrictions are a good approximation of the possible variation from which the canonical code emerged, then it appears at or very close to a global optimum for error minimization: the best of all possible codes.
— ChunkDZ
However, the abstract itself could have been a hint as to the nature of the claimAfter all your lying, posturing, obfuscating, pretending, and doubletalk, several scientific discoveries remain unchanged. 1) The code is "at or very close to a global optimum for error minimization across plausible parameter space." 2) The code is "the best of all possible codes".
— ChunkDZ
or from the actual paperFinally, other analyses have shown that significantly better code structures are possible. Here, we show that if theoretically possible code structures are limited to reflect plausible biological constraints, and amino acid similarity is quantified using empirical data of substitution frequencies, the canonical code is at or very close to a global optimum for error minimization across plausible parameter space.
So what went wrong in ChunkDZ's analysis of the quote? Note that ChunkDZ argued that the paper showed that the code was globally optimal, which indeed could be seen as evidence against evolution and in favor of design since evolution seldomly optimizes globally but rather finds a local optimum given the initial conditions which are guided by historical contingencies and other constraints. However, a 'designer' has no limitations to how the optimization is performed and thus could, if it pleased her, optimize in a truly global fashion. When you read the paper, the authors also looked at the unrestricted code performance and as expected, the standard code fared much worse placing its performance at between "76% and 97%" of optimal value. ChunkDZ realizes his problems when he statesEstimates based on PAM data for the restricted set of codes indicate that the canonical code achieves between 96% and 100% optimization relative to the best possible code configuration (fig. 2c).
but fails to recognize that these are not biological constraints, since any code could function as the genetic code. However it is the historical constraint based on the prevailing hypothesis of the origin and evolution of the genetic code which proposes that pre-biotic chemistry determined the link between the code and the amino acid assignment (this concept is called stereochemistry) and that subsequent optimization further shaped the code to some 'optimum' (also called selection). Under this hypothesis, the analysis shows that indeed, given the hypothetical pre-biotic linkage, the code is indeed optimal in the sense that no or few codes which similarly reflect pre-biotic conditions exist which do better (the 96 to 100% claim). In other words, the code is only globally optimal in a constrained fashion, as expected from evolutionary theory, and not as expected from a 'design' perspective unless one restricts the designer to be constrained by the similar pre-biotic chemistry. In fact, the global nature of the optimization was an essential argument in ChunkDZ's claim that the research supported 'design' and now that it has been shown that in fact the opposite is true, one comes to understand how ChunkDZ may have missed the important limitation of the claim. ChunkDZ's claim is further clarified by the following comment (warning, many of ChunkDZ's responses include insults, invectives, follow the links at your own risk).It's globally optimal within all plausible biological constraints.
— ChunkDZ
Note the 'best of all codes', as opposed to a historically constrained optimum, which suggests to ChunkDZ not only that evolutionary theory seems flawed, even though it was an evolutionary prediction that suggested that the code originated from a linkage with pre-biotic chemistry and was then optimized 'locally' and not the best of all codes in the sense of an unconstrained optimum, which as I explained would have been a problem for evolution and add some relevance to the concept of 'design', assuming that 'designers' are not constrained by pre-biotic chemistry and are interested more in a truly global optimum. In fact, and this is worth repeating, there are no biological reasons why the code has to reflect the pre-biotic chemistry, in fact, the code could very well have been one which was totally unrelated to said chemistry and still function biologically. Note also how ChunkDZ in the above quote refers to another paper which he believes claims 'optimality'. Let me quote from the actual title of the paper "The genetic code is nearly optimal for allowing additional information within protein-coding sequences". Note the word nearly, in front of 'optimal'. Furthermore, the conclusions again do not show a global but rather local optimum, but it does require one to read the paper. And finally, the coup de grace, so to speak. Knight was one of the reviewers of a more recent paper which looked at the global optimality of the genetic code, where the code was obviously not constrained by pre-biotic chemistry to show that the code was far from a truly global optimum, and Knight observed thatMy point was, and remains, that you moron critics love to point out that nature is expected to make kludgy hodge-podges. Then when confronted with evidence that the basis for every single biological system is a non-hodge-podged, sophisticated, elegantly designed, optimal "best of all possible codes", you monkeys simply wallow in your own feces, ignore the research, and complain about the evils of Big Bad Billy Dembski. What a predictable bunch of pansies you are. Anyhow, here's another research paper that shows that the code is also optimal for parallel coding. http://genome.cshlp.org/cgi/content[...]act/17/4/405
— ChunkDZ
What more needs to be said but... 'priceless' Except of course, ChunkDZ seems to be unconstrained and argued that Compare the design hypothesis according to ChunkDZThey recapture the uncontroversial result that the genetic code is much better at minimizing errors than a random genetic code (as has been shown by many authors), but is at neither a local nor global optimum (as has also been shown previously).
versus the scientific hypothesisthe designers (far from being constrained) chose the ones that they used for their own reasons.
Now which one do you think is the better hypothesis and why? Oh and about this more recent paper? Artem S Novozhilov, Yuri I Wolf, and Eugene V Koonin Evolution of the genetic code: partial optimization of a random code for robustness to translation error in a rugged fitness landscape, Biol Direct. 2007; 2: 24. Instead of analyzing just the restricted code set, they analyzed the full code set and found some interesting resultsThe origin of the genetic code was constrained by pre-biotic chemistry (stereochemistry hypothesis) followed by a period of selection
2. is the clincher which shows that a genetic code from almost any initial condition could evolve to reach an optimum as good or better than the standard code. So much for 'best of all possible codes' Now you know "the rest of the story", and you have been reminded once again why ID is a scientifically vacuous position.1. The code fitness landscape is extremely rugged such that almost any random initial point (code) tends to its own local optimum (fitness peak). 2. The standard genetic code shows a level of optimization for robustness to errors of translation that can be achieved easily and exceeded by minimization procedure starting from almost any random code. 3. On average, optimization of random codes yielded evolutionary trajectories that converged at the same level of robustness as the optimization path of the standard code; however, the standard code required considerably fewer steps to reach that level than an average random code. 4. When evolutionary trajectories start from random codes whose fitness is comparable to the fitness of the standard code, they typically reach much higher level of optimization than that achieved by optimization of the standard code as an initial condition, and the same holds true for the minimization percentage. Thus, the standard code is much closer to its local minimum (fitness peak) than most of the random codes with similar levels of robustness (Fig. 9).
57 Comments
tresmal · 2 October 2008
Now what ever could have inspired you to write this post?
PvM · 2 October 2008
To clarify my thoughts and the arguments and because I must be a moron
djlactin · 2 October 2008
This entire argument (both sides) seems to overlook a possibility. The idea that one code originated, then climbed a local adaptive peak, is too simplistic. Competition among direct ancestors of extant life may only have been part of the process of (near) optimization of the code.
The "Last universal common ancestor" (LUCA) of all extant organisms was not necessarily the only life form present at the time. Numerous other life forms may have (probably?) existed* contemporaneously with LUCA, and there is no reason to assume that they had the same genetic codes as LUCA or each other. (Indeed, they could even have used different genetic materials and amino acids). Each experiment in genetic coding would have climbed its own adaptive peak, and then the set of them would have been set competing against each other. LUCA is just the winner of the tournament among these forms. So I postulate a 2-level competitive elimination among the set of possible universal ancestors: within-group hill-climbing and among-group 'war'.
At first, any coding system that performed better than random would have been 'good enough', but the war would have eliminated all but the systems closest to optimal (subject to a few randomizing factors).
* I do not necessarily mean that life originated independently more than once (not impossible), but that after an origin, several "experimental" coding systems arose by elaboration of the first one.
PvM · 2 October 2008
Very Woese words :-)
Yes, those early days of the genetic code may have been full of surprises, with different 'species' relying on differing codes. However, if the codes wer all constrained by prebiotic chemistry, they would eventually evolve under selection to code very similar. So I am not sure, how to interpret your proposal. Not to dismiss it because I love these kinds of discussions to explore the limits of our creative thoughts to explore ways to look at events that happened hundred of millions or perhaps billions of years ago.
Imagine that by looking at today's code assignments we can still track its early origin and evolution...
Dale Husband · 2 October 2008
Dale Husband · 2 October 2008
DaveH · 2 October 2008
As hypothesised above: http://www.sciencemag.org/cgi/content/abstract/321/5891/967
Bobby · 2 October 2008
Who is ChunkDZ, and why should we care?
David Stanton · 2 October 2008
Thanks PvM.
PT is still a place where people can learn some real science, despite the disruptive efforts of trolls.
wad of id · 2 October 2008
In the other thread, I posted additional reasons why this code is suboptimal... problems that took me, a mere unSupernatural designer to figure out schemes around in 15 minutes:
http://pandasthumb.org/archives/2008/09/mark-pallen-on.html#comment-168890
djlactin · 2 October 2008
The answer to all your questions is ‘co-option’.
This means that genetic structures change function over time, as a result of variation and natural selection. For example, the genes ‘for’ fingers and toes were used to build bone structures in the fins of fish ancestral to tetrapods. yes. bones in their fins: these were lobe-finned fishes and not at all like your familiar trout.
A man who knows a little is the smartest man he knows.
djlactin · 2 October 2008
David Stanton · 2 October 2008
Who is your creator wrote:
"If evolution predicts that genetic complexity is gained slowly and ‘as needed,’ how is it that ..."
I don't know of a single scientist who would claim that things evolve "as needed". You are confusing evolution with creationism. Variation arises by random mutations and is selected on by natural selection. This process does not know when something is needed. There is no foresight or planning involved and no evidence that any exists.
Preadaptation and exaptation are features of successful lineages, not evidence of planning. "Overly complex" features are simply not selected against in some circumstances and can later give rise to adaptive features. This is a far better explanation than some intelligent disigner who anticipates the needs of future organisms and provides for those needs millions of years in advance.
There is no such thing as a "Universal Genome". Try again. This time, try to comment on the topic of the thread.
eric · 2 October 2008
Paul Burnett · 2 October 2008
Bobby · 2 October 2008
Henry J · 2 October 2008
Henry J · 2 October 2008
Saddlebred · 2 October 2008
Dale Husband · 2 October 2008
PvM · 2 October 2008
clean up cycle finished
iml8 · 2 October 2008
a lurker · 2 October 2008
PvM · 2 October 2008
Bobby · 2 October 2008
Please do not delete my posts. You'll start looking like a creationist site.
iml8 · 2 October 2008
PvM · 2 October 2008
PvM · 2 October 2008
iml8 · 2 October 2008
PvM · 2 October 2008
iml8 · 2 October 2008
Bobby · 2 October 2008
iml8 · 2 October 2008
Bill Gascoyne · 2 October 2008
Groucho Marx ;-)
Dale Husband · 2 October 2008
PvM · 2 October 2008
mharri · 2 October 2008
Now, I have a personal policy of giving plenty of leeway for what people might have meant, and I try to be understanding of the ignorant, even the stubbornly so. (Even I can grow as a person.) But what got me was ChunkDZ's line
"the designers (far from being constrained) chose the ones that they used for their own reasons."
So, now any procedure we had for prediction is thrown up to a whim of the designers. So that now we have no method for prediction. So that any argument ChunkDZ might have had for scientific evidence of ID is out the window. Is this the gist of it?
Henry J · 2 October 2008
Regarding the conclusion in the paper that sometimes some of the codes for a particular amino acid would change to use different but chemically similar amino acid: that was interesting. I had been wondering how a code assignment could change from one amino acid to another without breaking all the genes that currently used that particular code. But if the change is to something chemically similar, I guess it might on rare occasions manage to occur without breaking something critical that used to use the old "meaning" of that code.
Henry
David Stanton · 2 October 2008
Henry,
That is exactly why most of the variation in the "universal" genetic code occurs in the mitochondria. Animal mitochondrial DNA only encodes thirteen proteins. Of course they are important for central metabolic processes, but obviously they did indeed tolerate some minor alterations in the genetic code.
There are many publications on this topic. I don't have access to them right now, but I can try to look them up later if you or anyone else is really interested.
DaveH · 3 October 2008
Robin · 3 October 2008
PvM · 3 October 2008
Who is Your Creator had a good question but I do not want to distract from the topic. The answer is co-option, in other words, the genes for limbs have to come from somewhere and evolution does not rely on a miraculous 'poof' that when they are needed, the mutations somehow happen. Instead evolution builds slowly on pre-existing structures and genes to reshape them.
PvM · 3 October 2008
Perhaps a common confusion is that evolution creates mutations which then are selected for when needed, rather than evolution relying on a reservoir of variation and which slowly evolves when the environmental pressures change. And rather than reinventing the wheel, it uses what is available. This co-option is what one expects, although it may give the impression that certain features pre-evolved.
A common confusion.
Larry Boy · 3 October 2008
An open letter to internet trolls:
Dear Mr. Troll.
Being unable to understand the clear and unambiguous statements of intelligent individuals because the content of these statements differs from your own opinions is not a sign of intelligence or clear thinking, as you no doubt suppose, but actually a good indicator of past emotional trauma and psychological instability. I primarily advise you to make peace in your own heart, and I fear that persistence in anti-social behaviors will at best distract you from the troubles in your own life.
I cannot speculate what has caused you to divorce yourself from intelectual activities; however, if you can recover from your misanthropy and anti-intellectualism, I would happily aid you in understanding the complexities of material world. Understanding reality is immensely personally rewarding, and, if you are not obdurate in your ignorance, I believe you will discover those rewards dwarf the cheep emotional thrill of trolling.
-A concerned scientist.
Larry Boy · 3 October 2008
slightly OT: But "whoisyourcreator.com" is clearly written by some one who has no understanding of biology:
"During meiosis, male and female chromosomes combine to create an offspring that has a ‘blend’ of the two difference sets of homologous (same DNA structure) alleles."
I don't think I could say it worse if I tried.
Inoculated Mind · 3 October 2008
Good post. I've debated the optimization of the genetic code with some creationists, notably Fuz Rana of RTB. He is fond of selectively quoting the research to say that the genetic code is 'one in a million'... leaving out the fact that billions upon billions of codes are possible. PvM, have you read the paper by Wu et al (2004), called "Evolution of the Genetic Triplet Code via Two Types of Doublet Codons"? Fantastic stuff.
Scott · 4 October 2008
Does the paper talk about how one evaluates whether one "code structure" is more "optimal" than another? What criteria does one use? I'm approaching this from the perspective of a computer language designer. A "code structure" sounds like a "language" used to store or express certain concepts or information. By optimality are we talking about the relative efficiency and sufficiency of the "code structure"?
tresmal · 4 October 2008
PvM · 4 October 2008
RBH · 5 October 2008
chuck · 7 October 2008
gregwrld · 7 October 2008
I would have that if the code is so damn well-designed then most of the species that have appeared on this planet would not have gone extinct...
thisisfunny · 8 October 2008
Has the code reached a global optima?
Spectacular convergence into a reasonably universal optimal code?
Why isn't it improving or getting more complex?
Is it a global or local optima with regards to fitness. Seems to have been static (reached a global optima) for a few billion years with regards to fitness (few off shoots here and there, nothing major).
I mean, there are millions of other possibilities, yet life got stuck with one that is reasonably optimized for a variety of processes.
Are those other possibilities really so bad with regards to fitness that they just did not get selected?
Or was it a case of self-organization into a reasonably optimal code that dominated over all other possibilities? Just curious why just a single code (with a few off shoots) emerged.
And why do self-replicating entities need a code to replicate?
Abiogenesis research (and virtual simulators) should be able to determine whether self-replicating entities can self-replicate to ever greater complexity (like we observe in the evolution of life and not in virtual simulators) with or without a code.
Henry J · 8 October 2008
As for why the code ceased changing, I'd think that changing the amino acid produced for a particular code value would run the risk of breaking the function of any proteins that use that code.
What surprised me on reading this stuff is that the code could change at all after it was in use, for the reason I just mentioned. But I guess early on, there might be codes that weren't yet critical to the species, so those might (on very rare occasions) shift to a chemically similar amino acid.
Of course, codes that happen to not be used by a species, could be changed without hurting that species. Or if the only use is in parts of the protein that don't affect it's folded shape or its chemical properties after folding.
Also, if the change is to a chemically similar amino acid, that's less likely to break something important than a shift to a quite dissimilar one.
Self replicating without a code of some sort strikes me as highly unlikely; such a creature would have to measure and analyze itself in order to build the offspring, whereas with a code, it just copies the code sequence, then the offspring in effect builds itself from provided raw materials.
Henry
fnxtr · 8 October 2008
(safire)
optimum - singular
optima - plural
(/safire)
Joe G · 9 October 2008
Is there any data, evidence or observation(s) that would demonstrate nature, operating freely, can create a coding system?
We do have direct observations of designing agents doing that very thing.
And what happens once we discover that the biological information cannot be traced back to the sequence? IOW what happens once we determine that it is not just the sequence that is the code?
Once we discover that the biological information rides on the DNA, just as computer data rides on its various mediums, then ID would be a given.
And it looks like someone has started to figure that out:
“Yet by the late 1980s it was becoming obvious to most genetic researchers, including myself, since my own main research interest in the ‘80s and ‘90s was human genetics, that the heroic effort to find the information specifying life’s order in the genes had failed. There was no longer the slightest justification for believing that there exists anything in the genome remotely resembling a program capable of specifying in detail all the complex order of the phenotype. The emerging picture made it increasingly difficult to see genes in Weismann’s “unambiguous bearers of information” or to view them as the sole source of the durability and stability of organic form. It is true that genes influence every aspect of development, but influencing something is not the same as determining it. Only a very small fraction of all known genes, such as developmental fate switching genes, can be imputed to have any sort of directing or controlling influence on form generation. From being “isolated directors” of a one-way game of life, genes are now considered to be interactive players in a dynamic two-way dance of almost unfathomable complexity, as described by Keller in The Century of The Gene.”
Michael John Denton page 172 of [i]Uncommon Dissent[/i]
iml8 · 9 October 2008