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The Dangers of Bad Paradigms and the Need for Evolutionary Teleonomy

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Dan Graur is on a crusade against ENCODE – the NIH project that is showing that, at least in general, the entire genome is functional. Unfortunately, his commitment to the neo-Darwinian view of mutations is blinding him.

Graur recently published a paper in the journal Genome Biology and Evolution saying that the upper limit on the functional fraction of the human genome is 25%.

This paper represents one of the worst instances of how the Modern Synthesis (colloquially known as neo-Darwinism) can blind someone to thinking, and why the concept of Evolutionary Teleonomy is desperately needed in evolutionary biology.

Graur’s Campaign against ENCODE

Graur has been a long-time critic of encode. In fact, Graur has been on record as saying that, essentially, if ENCODE is right, evolution is wrong (his earlier paper criticizing ENCODE for being an “evolution-free gospel” can be found here). At his personal website (very bottom), Graur shows a picture of his baby granddaughter, where Graur’s own caption for the photo is “My granddaughter, Lilla Keshet Graur, gives ENCODE the finger”.

Salvador Cordova has been an active critic of Graur’s attacks on ENCODE. You can find Sal’s previous criticisms of Graur in these links: Gambler’s Epistemology, ALUs, Introns, LncRNAs, and Pseudogenes, and Non-DNA Inheritance.

In the latest round, Graur has been doubling down on his insistence that ENCODE and evolution are at odds, and that the equations of population genetics prove that the genome must be almost entirely non-functional. We reported on Graur’s findings last week based on his slideshow presentation of the idea. This week, since his paper was published, I thought I would go a little deeper into exactly where Graur goes wrong.

Before I get into the meat of the criticism, I should point out that if you agree 100% with Graur’s applications of population genetics, you could not realistically believe in evolution. You would have to agree with John Sanford’s Genetic Entropy concept – that our genomes are not evolving, but are rather in a decaying stasis. Since Graur is obviously never going to agree with that, he is forced to instead simply ignore the problem of the arrival of the fittest, and just assume that it happens. But, once it arrives, it devolves to mostly junk. That’s an interesting thought on its own, but it is not the focus of this essay.

The problem we are going to focus on, is that Graur’s analysis, though seemingly based on empirical findings, is held together by the worst of modern evolutionary thinking – an assumption masquerading as data.

The Modern Synthesis: The Paradigm That Jumped the Shark

When I was newer to the debate, I had always assumed that the concept of “random mutations” was born out by experiment. That we knew for a fact, fact, fact that mutations are mere haphazard events in the cell. I had assumed that since this was emphasized, it must have been found empirically to be true, and we were just debating whether or not it could lead to evolution in the long term.

I was then quite floored when, over the years, I discovered that the idea of random mutations was a holdover from a pre-DNA view of inheritance. It was kept merely because when we discovered DNA we hadn’t yet developed another idea, and it fit in well with the modern synthesis view of mutations (i.e., neo-Darwinism).

Graur’s paper keeps this up par excellence. In his description of the model he is using, he is assuming “that the probability of a mutation occurring in a certain region of the genome is independent of the functionality or lack of functionality of the region in which the mutation arises.” He cites Lederberg and Luria-Delbruck for this. Both of these are pre-DNA papers, and I have shown previously the problem of using these papers to justify that idea of mutation.

This is not a side-issue, in fact, it is the cornerstone of his calculations. Without this assumption, you actually cannot calculate the things he is trying to calculate. The only way that the statistics he is using are combinable is if you assume that there is no prior coordination between mutability and fitness.

As an example, when he is estimating the deleterious mutation rate of missense mutations, he uses a calculation of the total fraction of possible missense mutations and their effect on function (the paper Graur cited is here). This paper is not looking at the actual mutations that organisms undergo, but rather look at all the ways in which mutations can be induced, and seeing how many of them are deleterious.

This is fallacious, unless you accept the neo-Darwinian position that mutations are not geared towards fitness. If you don’t, then these calculations are simply non-sensical.

The Evidence for Fitness-Directed Mutations

As has been shown by others, it appears that the genome is marked in such a way as to point mutation mechanisms to the locations where mutations are helpful (see this, for instance, and this paper showing evidence of coordination of mutations between sites).

This information based on is then combined with empirical data on epistasis. The measured epistasis rate is based on actual epistasis identified among populations that have bred together. Again, this data can only be reasonably combined if the neo-Darwinian picture of mutations is true. You can’t if it is false.

There are other problems with the paper. For instance, it presumes that any mutation that doesn’t affect selectability is essentially non-functional (that is one of the reasons for my recent post on this subject).

Going Forward: Evolutionary Teleonomy as a Replacement Paradigm

So what should we do? No field of study can operate without paradigms. The question is whether the paradigms you are using are moving you forward or inhibiting your progress. Assumptions about the nature of mutations have been hindering progress in evolutionary theory for decades.

My suggestion? Move to evolutionary teleonomy as the background paradigm for evolutionary biology. It comports much better with the data, and doesn’t leave people making ridiculous assumptions about the relationship between mutation and fitness. Biological processes are inherently teleonomical on every scale. Assuming that at the level of mutation biology suddenly becomes non-teleonomic is one of the big mistakes (or even catastrophes) of modern intellectual history.

Comments
"Before I get into the meat of the criticism, I should point out that if you agree 100% with Graur’s applications of population genetics, you could not realistically believe in evolution. Can you elaborate? Thanks.J-Mac
July 24, 2017
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Here's the summary of ENCODE 2012:
Operationally, we define a functional element as a discrete genome segment that encodes a defined product (e.g., protein or non-coding RNA) or displays a reproducible biochemical signature (e.g., protein-binding, or a specific chromatin structure). Comparative genomic studies suggest that 3–8% of bases are under purifying (negative) selection 4–8 and therefore may be functional, although other analyses have suggested much higher estimates 9–11. In a pilot phase covering 1% of the genome, the ENCODE project annotated 60% of mammalian evolutionarily constrained bases, but also identified many additional putative functional elements without evidence of constraint2. The advent of more powerful DNA sequencing technologies now enables whole genome and more precise analyses with a broad repertoire of functional assays.
Here, we describe production and initial analysis of 1,640 datasets designed to annotate functional elements in the entire human genome. We integrate results from diverse experiments within cell types, related experiments involving 147 different cell types, and all ENCODE data with other resources, such as candidate regions from genome-wide association studies (GWAS) and evolutionarily constrained regions. Together, these efforts reveal important features about the organization and function of the human genome, including: 1. The vast majority (80.4%) of the human genome participates in at least one biochemical RNA and/or chromatin associated event in at least one cell type. Much of the genome lies close to a regulatory event: 95% of the genome lies within 8kb of a DNA-protein interaction (as assayed by bound ChIP-seq motifs or DNaseI footprints), and 99% is within 1.7kb of at least one of the biochemical events measured by ENCODE. 2. Primate-specific elements as well as elements without detectable mammalian constraint show, in aggregate, evidence of negative selection; thus some of them are expected to be functional. 3. Classifying the genome into seven chromatin states suggests an initial set of 399,124 regions with enhancer-like features and 70,292 regions with promoter-like features, as well hundreds of thousands of quiescent regions. High-resolution analyses further subdivide the genome into thousands of narrow states with distinct functional properties. 4. It is possible to quantitatively correlate RNA sequence production and processing with both chromatin marks and transcription factor (TF) binding at promoters, indicating that promoter functionality can explain the majority of RNA expression variation. 5. Many non-coding variants in individual genome sequences lie in ENCODE-annotated functional regions; this number is at least as large as those that lie in protein coding genes. 6. SNPs associated with disease by GWAS are enriched within non-coding functional elements, with a majority residing in or near ENCODE-defined regions that are outside of protein coding genes. In many cases, the disease phenotypes can be associated with a specific cell type or TF.
PaV
July 19, 2017
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In #2, I demonstrate that Graur's argument is defective. He dismisses Causal Role (CR) function out of hand following Doolittle and Brunet. This is an error. Doolittle and Brunet themselves are following the work of Amundsen and Lauder, who are philosophers of biology, and who do not deny CR as having function. In D and L's Figure 1, they show NO function for CR. But this is a misrepresentation of the distinction philosophers of biology like Admundsen and Lauder have made between SE and CR: for them both are assumed to represent function (follow the link in #2). The only difference is that SE's function is 'historical': that is, it can be 'traced.' CR is "ahistorical": it cannot be traced. Yet the function exists nonetheless. What Graur inadvertantly proves is the neo-Darwinism can't explain evolution (macroevolution). That's the whole point of genetic load arguments, and why Kimura changed from a neo-Darwinian view to his Neutral Theory of Molecular Evolution. Graur's argument--perhaps unconsciously--ends up as being no more than "sleight of hand" argumentation.PaV
July 19, 2017
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I should add, Graur's assumption is probably wrong. The mutation rate in functional regions is likely to be slightly higher than the rate in non-functional regions. Just because transcribed and decondensed DNA is more likely to mutate. But the effect is small compared than the range of mutation rates he used, so it shouldn't make a substantial difference to the estimate.wd400
July 19, 2017
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Your post above is a little imprecise (what subset of mutations, in what way are they acting?). But the L-D and Lederberg experiments show that mutations arise independent of selection, which is to say their fitness consequences (selection being what happens when alleles have different fitnesses).wd400
July 19, 2017
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wd400 - Let me make it more explicit. The only thing that the Lederberg and Luria-Delbruck experiment show is that, for a certain subset of mutations, that they occur independently of selection. That's it. This is the set of experiments that Graur cited to justify that mutations are random. Please explain how the fact that a subset of mutations act independently of selection (or even if it were all) would lead to a conclusion that mutations are random with respect to fitness. The logic simply doesn't follow.johnnyb
July 19, 2017
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wd400 – in the links above is a paper of mine which shows why the classic papers about this (which Graur himself cited) do not lead to this conclusion. Making an assumption of the nature of the distribution based on a paradigm instead of evidence is the definition of ideological.
If you are referring to teh Creation Research paper then I'm afraid there is no argument there. Just a longer version of the typical falsification-avoiding "what ifs" you often see in online comments about creationism.wd400
July 19, 2017
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RVB: I don’t ‘claim’ an ‘ill-defined’ elctro-chemical relationship between mental illness and the brain. Science does. Completely bogus. As argument because that is not what RVB claimed. He claimed a CAUSAL NEXUS between some non-proven organic brain disease(s) and all mental illness, with an absolute absence of any rigor-based scientific support for his assertion. And in fact I can offer a rigor-based refutation right here, as I have always done with RVB's faith-based assertions before when it comes to mental health. It is very simple. There is no scientific consensus on what any of those common organic brain diseases are. I say "common" because mental illness is quite common, and so those common organic brain diseases should be cured by science by now in widespread fashion. It would be laughable but for the tragedy of mental illness, that mainstream science has wasted untold trillions of dollars for the effort, and to this day materialistic science has contributed NOTHING to the world in the area of mental health. NOTHING. And what is laughable is the refusal by RVB to even acknowledge the vast scientific literature on consciousness research. Not once has this field been mentioned by RVB, a field that has documented a plethora of cases of mental illness transformed into forward evolutionary change. RVB: Science also claims the natural balance of a healthy person’s ‘electro-chemical’ brain function can be impaired, without recourse to a soul, mind, God,spirit, or indeed the devil, or any other unmeasurable cause. This is pathetic. This is supposed to be "science" from RVB, and rigor too? Intoxication? Why would say intoxication be better empirical science than say video of a firing squad putting a bullet through the brain and cessation of brain function? Because it's equivalent "rigor" to the "rigor" from RVB. Yeah right, a bullet to the brain proves a causal nexus between the brain and mental illness.groovamos
July 19, 2017
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wd400 - in the links above is a paper of mine which shows why the classic papers about this (which Graur himself cited) do not lead to this conclusion. Making an assumption of the nature of the distribution based on a paradigm instead of evidence is the definition of ideological. If you can find experimental confirmation of the neo-Darwinian view post it here. Evidence to the contrary is presented in the Evolutionary Teleonomy video linked in the OP. If you look back through my author page you will find plenty more. Of particular interest is my criticism of Merlin's paper on the subject.johnnyb
July 19, 2017
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Is this off topic? https://uncommondescent.com/intelligent-design/how-can-there-be-intelligence-without-brains/Dionisio
July 19, 2017
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wd400 @39: Here's an exquisitely prepared antipasto, to activate your palate: https://uncommondescent.com/intelligent-design/interesting-proteins-dna-binding-proteins-satb1-and-satb2/ The main meal could come later. Actually, perhaps you'll be served by the chef himself! Oh, la la! Bon appétit! :) PS. you'll be served very classic dishes from the best cuisine.Dionisio
July 19, 2017
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The simple truth is that the assumption that all mutations are random in respect to fitness is purely ideological,
I look forward to any experimental evidence that this is the case.wd400
July 19, 2017
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gpuccio @36: "Nothing makes sense in biology except in the light of guided transposon activity!" Well, maybe that's because we don't understand evolution? :)Dionisio
July 19, 2017
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Marfin @33: Amen! By grace alone through saving faith in Christ alone. BTW, the term 'spend' seems inappropriate in conjunction with the concept of eternity, doesn't it? However, that's how it's been expressed through years. We lack vocabulary to express things accurately.Dionisio
July 19, 2017
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Dionisio: Definitely! Nothing makes sense in biology except in the light of guided transposon activity! :)gpuccio
July 19, 2017
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gpuccio, Is this paper related to the one you referred to @31? https://www.researchgate.net/profile/Yue_Wu56/publication/287806239_Dynamics_of_bacterial_insertion_sequences_can_transposition_bursts_help_the_elements_persist/links/56a80c7708aeded22e371f3f/Dynamics-of-bacterial-insertion-sequences-can-transposition-bursts-help-the-elements-persist.pdfDionisio
July 19, 2017
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MatSpirit: Thanks for your response. That evolution is not 'goal directed' seems to be a major plank in the Darwinian world view, supported by another major plank, that of 'Deep Time.' I believe it was Dawkins that said 'given enough time and enough chances, anything is possible.' But I ask again -- why does this mindless, non goal directed process of evolution result in the consistent construction of something having close to 100% purposeful, goal directed functionality?DonJohnsonDD682
July 19, 2017
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gpuccio- I would be happy enough to spend eternity with the creator and maker of all in a place he made for us , and sharing any of his glory he chooses to share with me.Marfin
July 19, 2017
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rvb8: "When the memories stored in ‘your’ brain cease, by the sudden loss of function in ‘your’ chemically/electrically driven brain, ‘you’ cease to be." This is funny. OK, but please explain, when did that "you" start to be? And how, and why? You say: "‘you’ is the sum total of the experiences ‘you’ have during ‘your’ life as stored chemically/electrically in ‘your’ brain." OK, but why shoud "you" have experiences at all? Why should the chemical and electrical activities in your brain become "experiences"? You see, the concept of "experiences" implies subjective perceptions. And nobody can explain how subjective perceptions and representation may arise from purely objective events. In case you don't know, this is exactly what David Chalmers calls "the hard problem of consciousness". It's a very big and controversial issue in the whole human thought of the last decades, and yet you seem to bypass it happily in a couple of sentences! Of course, you have certainly undertaken a lot, and I really mean a lot, of research about that issue, before making your easy statements! (in case you don't understand, that was ironic :) ). "But who knows Marfin, perhaps your spirit and mind, will achieve oneness in a divine nervana like state of being with God, in the endless bliss of eternity, that is your childish wishful dream." Take care! It could happen to you. :)gpuccio
July 19, 2017
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wd400 at #28:
and this paper showing evidence of coordination of mutations between sites
Why? It's the darwinists, after all, who have often stated (incorrectly, of course) that somatic htpermutation in antibody maturation is a good model for neo-darwinian evolution! :) OK, I agree it is not. But it shows that partially guided mutation can occur in a biological process. The real model for what could be behind functional information is rather hinted at in the first paper, the one you smartly did not mention in your comment: Transposable elements as activators of cryptic genes in E. coli. I have suggested many times that transposons are a perfect tool for intelligent design. Their apparently random insertions and activities can well be, in some cases at least, directed to generate useful information. Anyway, if ID theory is true (and it is, believe me! :) ), then some model of guided mutation is true, too. The simple truth is that the assumption that all mutations are random in respect to fitness is purely ideological, and it's the same as accepting a priori the neo-darwinian paradigm as absolute truth, without any support from observed facts (which is, after all, what the vast majority of scientists has done in the last decades).gpuccio
July 19, 2017
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RVB8- you, your, your brain , please explain as the way you are saying it here almost seems like there is a you and there is your brain, surely as an atheist you must accept there is no you there is only the chemicals in your brain and its them that are the you.Its the chemicals in your brain, that are the sum total of your experiences and there is no you so when Matspirit speaks of you and decision making all I want to know is how this process works as there is only chemicals and no you controlling them. So in real terms some chemicals in my brain are telling me to punch my boss in the face, cheat on my wife , cheat on my taxes,steal, lie,get what I can at the expense of others, and another set of chemicals seem to be telling me to do the opposite , so are there good and evil chemicals, well thats the only conclusion my chemicals can draw from this, seeing as chemicals is all there is.Marfin
July 19, 2017
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Marfin, 'you' is the sum total of the experiences 'you' have during 'your' life as stored chemically/electrically in 'your' brain. When the memories stored in 'your' brain cease, by the sudden loss of function in 'your' chemically/electrically driven brain, 'you' cease to be. A/mats call it death, I have no idea what creationists call it; 'rebirth?' But who knows Marfin, perhaps your spirit and mind, will achieve oneness in a divine nervana like state of being with God, in the endless bliss of eternity, that is your childish wishful dream. Good luck with that. Feel free to come back and haunt me.rvb8
July 18, 2017
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and this paper showing evidence of coordination of mutations between sites
These are somatic mutations, and so irrelevant to the question Graur is asking and your claim that mutations are not random with respect to fitness.wd400
July 18, 2017
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Matspirit- You keep using the word you in connection with the decision making process ,can you please explain how that works , what is this you, and how does it exert its influence in decision making.Marfin
July 18, 2017
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Florabama @11: I see your point. I have a 5-month grandson and a 2-week granddaughter and I relate to your sharp observation. Thanks.Dionisio
July 18, 2017
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Mung, my linking of johnnyb, and BA77, was their similar belief in what constitutes research. You remember BA's posts? Endless links to creationist websites, uncommondescent, evoltionnews, and youtube, to name just afew of the more egregious non-research sites. johnnyb has an almost identical propensity to be completely oblivious to the concept of, 'primary research!'rvb8
July 18, 2017
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rvb8:
I do believe johnnyb, is the new BA77.
Whatever floats your boat. I can't recall ba77 ever posting an OP both here at UD and at TSZ. But Don't Stop Believing! Even trolls believe in something.Mung
July 18, 2017
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Five things you should know if you want to participate in the junk dna debate... bla bla bla... Moran makes the bad paradigm case spectacularly!butifnot
July 18, 2017
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rvb8: "That is indeed a spectacular piece of evidence pointing to non-functionality in the genetic code." Why? We know a lot of mutations in protein coding genes that are perfectly tolerated, some of them as common polymorphisms. Does that mean that protein coding genes are junk? Tolerance to change does not mean lack of function. Not at all.gpuccio
July 18, 2017
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MatSpirit: It seems that you are not aware that a lot of thinking people believe in libertarian free will. That means very simply that you have more than one option, and that you can choose according to some intrinsic process of your consciousness, not at all deterministic, and that has nothing to do with "reacting with the outside world and changing our internal operation". A very simple reflection could show you that is the only way to change your "options" is that you "react with the outside world and change your internal operation", then there are no options at all, and it's simply "the outside world" which is part of your deterministic processes. Random components, of course, do not change at all the simple fact that "you" (whatever you are) have no options at all. Ah, but what am I doing, trying to explain that to a compatibilist? I must have lost my mind. " If there’s anything you really want to do, do it while you’re alive." Thank you for the kind advice, but that's exactly what I try to do. It's the only way to be at ease in the Happy Hunting Ground. :)gpuccio
July 18, 2017
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