Pharyngula

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Monday, May 30, 2005

Genes, machines, mutations

The other side has it so easy.

One cause of the ongoing struggle with the Forces of Ignorance, whether they be the creationists I wrestle with or the simplistic "blow 'em up and convert 'em to Christianity" faction of the extremist right, is that simple-minded ideas can be easily expressed in soundbites and catchphrases. Jingo is always easier than nuance and depth, and has the advantage that it can appeal to people who actually don't know anything about the subject being discussed. The real world, though, is complicated. When your goal is to respond appropriately and accurately to reality, sometimes you can't just reduce it to a slogan—you have to try and educate. And often that means you have to get wordy…so I'm afraid this is going to be a longish post. I'm also targeting it at those people who aren't familiar with the basics of molecular biology, so I'm hoping it will be comprehensible to even those who haven't had a lick of college biology.

There are a couple of ideas that have been floating around among the Intelligent Design crowd that are very popular with people who don't know much biology, and the reason they appeal is because they rely on ignorance and common misconceptions, and a faulty mapping of biological properties onto other objects in our experience. Two that I hear often are the analogy of gene products as machines, to highlight their awesome sophistication, and the declaration that because they are so complex, genes can't change and evolve.

Genes as machines

This is a favorite among creationists. For example, here's a spectacularly egregious example from Michael Behe:

I mean, literally, there are real machines inside everybody’s cells and this is what they are called by all biologists who work in the field, molecular machines. They’re little trucks and busses that run around the cell that takes supplies from one end of the cell to the other. They’re little traffic signals to regulate the flow. They’re sign posts to tell them when they get to the right destination. They’re little outboard motors that allow some cells to swim. If you look at the parts of these, they’re remarkably like the machineries that we use in our everyday world.

That's impressive rhetoric—it gives several strong impressions critical to the creationist worldview. One is of purpose. Every 'machine' he mentions has a specific function and is carrying out a job. Another impression is of overwhelming complexity. Outboard motors are artifacts of human design, and we can't imagine mere chemistry building an Evinrude in a vat…therefore, we should similarly think it impossible that mere chemistry drives the activity in a cell.

Unfortunately for Behe's goals, both of those impressions are completely false.

If you actually look at these "machines", they don't resemble anything at all from our macroscopic world. Well, except maybe these: pop beads.

pop beads

Remember those? Maybe you played with them as a kid, or have kids who have tinkered with them. They're just little beads of various shapes and colors with a knob on one side and a socket on the other, and you can string them together by popping the knob on one into the socket on another. Look closely at those things Behe is calling "trucks" and "busses" and "traffic signals", and what you find are pop bead necklaces, or proteins.

There are differences, of course. Cells use 20 different kinds of "beads" called amino acids. Each amino acid has different chemical properties: some are bulky and some are small, some are hydrophilic (or water-loving) and other are hydrophobic (or oily), some have acidic and some have basic side chains. The different properties cause the chain to contort and fold in characteristic ways, so you end up with a pop bead necklace that is twisted on itself to form a lump with a specific shape. The shape is important; some may take on a shape that complements another protein, so they tend to stick together. Others may form a pocket into which other chemicals in the cell might fit, and when they fall into the pocket, they are wrapped in those bulky/small/oily/wet/acidic/basic amino acids, which then promote chemical reactions.

Individual proteins do link up to form more elaborate complexes, but still…it's all a function of concentration and reaction rates and binding energies. It's chemistry. It's driven by thermodynamics and equilibria, not guided engineering.

Hmmm. Behe's metaphor isn't a very good one. He wants to pretend something is a "truck", but when we actually look closely at it, it's a knotty string, a tangle of chemicals. And it isn't driving purposefully around the cell, it's bumping around haphazardly, interacting with other components of the cell chemically. It's also nowhere near as complex as a truck, since the instructions for building one can be reduced to the order you string together a set of pop beads. Using a metaphor can be a useful strategy for getting a point across, but when the metaphor is used to carry a false message, such as the presence of purpose and detailed complexity that is not present, it is actually misleading. When you get right down to it, what's going on inside a cell is about as mindless as soup.

That's all the genetic output of a cell is, is chains of amino acids which interact chemically. Go ahead, rummage about in this useful database, Online Mendelian Inheritance in Man (it's a kind of Google for the human genome, you can search for all kinds of interesting bric-a-brac that have been found in our genetics) and you won't find trucks or busses or even traffic signs…just proteins.

For example, here's an interesting one, ASPM (that's short for Abnormal Spindle-like, Microcephaly associated). It's a chain of 1142 amino acids, which can be summarized thusly by using a different letter of the alphabet for each of the 20 possible amino acids:

    1 mslraytarc rlnrlrraac rlftsekmvk aikkleieie arrlivrkdr hlwkdvgerq
   61 kvlnwllsyn plwlriglet tygelisled nsdvtglamf ilnrllwnpd iaaeyrhptv
  121 phlyrdghee alskftlkkl lllvcfldya kisrlidhdp clfckdaefk askeillafs
  181 rdflsgegdl srhlgllglp vnhvqtpfde fdfavtnlav dlqcgvrlvr tmelltqnwd
  241 lskklripai srlqkmhnvd ivlqvlksrg ielsdehgnt ilskdivdrh rektlrllwk
  301 iafafqvdis lnldqlkeei aflkhtksik ktisllschf ddlinkkkgk rdsgsfeqys
  361 enikllmdwv navcafynkk venftvsfsd grvlcylihh yhpcyvpfda icqrttqtve
  421 ctqtgsvvln sssesddssl dmslkafdhe ntselykell enekknfhlv rsavrdlggi
  481 paminhsdms ntipdekvvi tylsflcarl ldlrkeiraa rliqttwrky klktdlkrhq
  541 erekaariiq lavinflakq rlrkrvnaal viqkywrrvl aqrkllmlkk eklekvqnka
  601 asliqamwrr yrakkylckv kaackiqawy rcwrahkeyl ailkavkiiq gcfytklert
  661 rflnvrasai iiqrkwrail pakiahehfl mikrhraacl iqahyrgykg rqvflrqksa
  721 aliiqkyira reagkherik yiefkkstvi lqalvrgwlv rkrfleqrak irllhftaaa
  781 yyhlnavriq rayklylavk nankqvnsvi ciqrwfrarl qekrfiqkyh sikkiehegq
  841 eclsqrnraa sviqkavrhf llrkkqekft sgiikiqalw rgyswrkknd ctkikairls
  901 lqvvnreire enklykrtal alhylltykh lsailealkh levvtrlspl ccenmaqsga
  961 iskifvlirs cnrsipcmev iryavqvlln vskyekttsa vydvencidi llellqiyre
 1021 kpgnkvadkg gsiftktccl laillkttnr asdvrsrskv vdriyslykl tahkhkmnte
 1081 rilykqkkns sisipfipet pvrtrivsrl kpdwvlrrdn meeitnplqa iqmvmdtlgi
 1141 py

ASPM is a very cool and important gene—some mutations in it cause microcephaly—but again, Behe's metaphor fails us. ASPM isn't a truck or a traffic signal, but does something obscure and biochemical; it's a regulator of microtubule organization. It sticks to other proteins that form the skeleton of the cell, and changes how they interact in ways that aren't completely worked out, but it somehow changes rates and periods of cell division. We human beings have a personal stake in ASPM: by regulating cell growth, it's one of the genes responsible for our big brains, it shows signs of selection for changes in our evolutionary history, and we have comparative data on its sequence in other organisms. Follow those links to find out what ASPM does, but I'm going to focus on it more as a representative protein to illustrate another fallacy, that these "machines" don't change in evolution, and that there is no evidence of the acquisition of new adaptive features in our proteins.

Genes can't change

Another common claim by creationists relies on that misconception about the complexity and purpose of gene products to argue that evolution is impossible, because change is impossible. After all, you can't go poking around making random changes in the engine of a truck and expect it to run, right? In the worst cases, this logical error can turn into outright denial of the evidence, as when creationists claim "In fact, there is no evidence for the existence of beneficial mutations in complex organisms," when in fact, there is documented evidence of beneficial mutations in modern humans.

As I've already explained, though, gene products aren't trucks, they're chains of pop beads. Of course you can change one or two or a dozen beads in a long series without totally destroying the protein; you can even make random chains of amino acids that will have function1. It's true that some changes disrupt a specific function—if a particular acidic amino acid has to be in a particular spot in a fold of the protein to promote a reaction, deleting it can cause the protein to fail in its job. But many of the amino acids can be jiggered around and cause no change in the protein, or cause subtle changes, among which may be possible improvements in function.

Here, for instance, is a diagram of the gene sequence for ASPM. It's tiny, but if you click on it you'll get a larger and more readable version. This is the layout of the nucleotide sequence, the instructions in the DNA that specify the order of the amino acid pop beads in the final protein.

ASPM
Nucleotide polymorphisms and substitutions in the human ASPM gene. The exons are shown by solid boxes and introns by lines. The sizes of exons, but not introns, are drawn to scale. The thick horizontal line above exon 18 shows the 867-nucleotide fragment that is not found in the mouse Aspm, with the two thin lines above it showing the two segments amplified in various mammals. Fixed nucleotide substitutions in the human lineage after the human-chimpanzee split are shown by circles, whereas common and rare polymorphisms within humans are shown by squares and triangles, respectively. Nonsynonymous changes are solid symbols and synonymous changes are open symbols.

The first thing to explain is that this is a linear diagram of a sequence that will be translated into a string of amino acids, which will then fold according to the properties of those building blocks into a 3-dimensional structure with chemical activity. There's also a quirk of us organisms with cells that have nuclei: our genes are broken up into stretches called exons (the darker bars in the diagram) that contain the actual instructions for the gene product, and other regions called introns (the thin lines connecting the bars) which are essentially junk that will be cut out and thrown away, and the exons spliced together. The ASPM gene is made of 28 exons.

Let's look at a closeup of the left side of the diagram to see the really interesting stuff going on in these data.

ASPM

The study this was taken from examined the ASPM sequence in 14 different people from a range of backgrounds. One of the things they identified was a set of polymorphisms—"multiple forms", or ASPM genes that are different in different people—and the little triangles and squares mark where the pieces of DNA are different. In 14 people, they identified 33 common and rare polymorphisms! Obviously, this gene is tolerant of all kinds of substitutions and tinkering, which is not at all unusual. Also, most of these changes don't have any detectable effects on the individuals carrying the polymorphisms.

Another interesting observation: look at the little circles marking positions on the gene labeled "substitutions". This paper also examined other primates, and the circles mark positions in the gene that are consistently different between humans and chimpanzees. There are 22 places in the gene where all humans and all chimpanzees differ from one another. At least some of these are partially responsible for the difference in brain size between chimpanzees and humans.

Analysis of the details of these changes, such as the frequency of changes to the DNA sequence that do not cause changes in the amino acid sequence vs. those that do, comparison of rates of change with other genes, and comparisons with other species tell us quite a bit about the history of the ASPM gene: it has been subject to relatively intense selection for modifications in our history, and is currently subject to stabilizing selection to maintain its function. Genes are not static things at all, and even now we can measure variation within ourselves in this rather important, umm, "machine".

Even if one believes in Intelligent Design creationism, the mythical Designer is postulated to work by tinkering with these gene sequences; to argue that there can't be beneficial changes is to deny the Designer any capacity for Design. At the same time, though, the same random variation that produces the polymorphisms in the human population was the source for the substitutions that differentiate us from chimpanzees. There is no qualitative difference between the chemical nature of those changes—they're all a matter of swapping out different pop beads.

This is the perspective modern biology has given us, that has made the principles of evolutionary biology stronger and more cogent. We can look at our fellow species on this planet and see that ultimately, the differences between us are a consequence of the accumulation of truly minute changes, tiny switches in a simple encoded sequence. There were no radical transformations that required the privilege of godlike powers to transform an earlier ape into a man—just time and chemistry.

(crossposted to The American Street)

1Keefe AD, Szostak JW (2001) Functional proteins from a random-sequence library. Nature 410:715-718.

2Zhang J (2003) Evolution of the Human ASPM Gene, a Major Determinant of Brain Size. Genetics 165:2063-2070.


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Comments:
#26590: — 05/30  at  09:21 AM
it isn't driving purposefully around the cell, it's bumping around haphazardly
Alternatively, Behe could be more accurate than you think in his analogy and you just haven't seen his driving wink (and he can't imagine anyone else being better - already a documented creationist problem).



#26592: Dan S. — 05/30  at  09:39 AM
This was an excellent post. Thank you!
I've had a lick of college bio, so I'm not the target audience, but I do think it would be reasonably comprehensible for many decently-educated folks. A shorter, simpler version would also be good. (Yes, yes, I know - but we need to reach people who don't have time for complicated . . . ) Popbeads. I really like that. A better metaphor . . .

I spend too much time trying to understand why IDC (I just stumbled across the phase "neocreationism" somewhere on one of the Talk- sites, and may start using that instead) is gaining so much ground, and this does help explain the the less-"Darwinism is evil atheism, run!!"-ish aspect.

I think that another piece of the the simple jingo/complicated world problem may have to do with biodiversity. Most of us out here in layman-land have a pretty simple idea of animal life, being able to name a relative handful of species based on size, proximity, and perceived importance. DS- Five Kingdoms: An Illustrated Guide to the Phyla of Life on Earth
(Margulis and Schwartz's is one nifty antidote). I think it makes micro-good/macro bad distinctions a lot more plausible to people who only know a small sampling of creatures and therefore imagine chasms that are sometimes easily bridged by various living creatures, to say nothing of the fossil record!

I know someone says this a lot better somewhere, probably talkorigins - can anyone tell me where?
.



#26596: Dan S. — 05/30  at  09:47 AM
Ok, I give up - how *do* you put links in comments?

I know it's obvious, but this really is one of the big problems in getting evolution to make sense to people -scale and familiarity. Too big, too slow, too many, too weird . . .

It's all about Darwin's pigeons.



#26597: DarkSyde — 05/30  at  10:09 AM
Good post PZ. DanS I fixed it for you. It's open bracket "url equals" quotes then the url quotes, close bracket, text, open bracket "/url" close bracket



#26599: Duane Smith — 05/30  at  10:24 AM
Great post, thanks.

What you called "a faulty mapping of biological properties onto other objects in our experience," I call, playing on naive intuitions. A great deal of advertising uses this lazy device. It is particularly effective if the "product" is an empty container. And ID creationism is exactly such an empty container.



#26602: Alon Levy — 05/30  at  10:52 AM
<url="http://www.google.com">Test</url>
Another test



#26603: Alon Levy — 05/30  at  10:54 AM
Well, the way I know to generate links is to write something like [a href="http://www.google.com"]Google[/a], replacing [] with <>.



#26613: DarkSyde — 05/30  at  12:44 PM
Pharyngula is set-up with a quickcode. You don't need the a href tag. Just open bracket url="http://anywhere.com"] linked text open bracket /url]. OPen bracket is [. I have used a word rather than the symbol so you can see it.



#26623: Josh Friess — 05/30  at  02:10 PM
Wow. No references to "idiots", "morons" or "Jesus-freaks"? What happened to the bitter old man?

PZ, you better rev up your rhetoric, or you're going to lose your audience...

Nice post, by the way, for the most part.



#26628: DarkSyde — 05/30  at  03:06 PM
Behe may be at times vague, he could rightfully be accused of using terms such as machine, or designed, etc, interchangebly with at least the appearance of intentionally misleading his readers. It's difficult to get a straight answer from him on certain matters. For exmaple, he initially accepted common descent, apparantly floating the idea in Darwin's Black Box that the 'primeval' organism must have contained all the requisite sequences which selection then whittled down over time into specialized genotypes while discarding the rest. Lately he's non committal about that when asked directly. Irreducible Complexity, an argument against classical gradualism, was at least a solid proposal which could be tested. It happens that IRC is not a problem in principle for slow change, but at least it was a scientific approach, comparatively speaking.
I would even go so far as to say Behe occasionally says things he knows are highly questionable as if they were a fact.

In short, Behe has a credibility issue both scientitically and in terms of intellectual honesty imo. I'm not defending him on that.

But I know of no one who seriously thinks of him as a moron or an idiot. He has legit, hard earned degrees in biochem and has done legit work in that field. And biochem is not a discipline for idiots or morons.
I can think of a number of IDCists who have said and continue to say moronic and idiotic things. Stuff that doesn't make sense even if it were valid. Behe is not chief among them in my eyes.

Same for Bill Demsbki. Dembski, believe it or not, in person is a delighfully warm and funny individual who doesn't take himself as seriously as you might think. Being a nice guy doesn't excuse him in my book for doing what he does. But the core of his EF is not a bad start; it's the claims of infallibility that are highly suspect. I personally think he stretches the truth from time to time, but most of the really extravagent claims concerning the EF are made OF Dembski's work by others. Whatever else you may think of him, he is also not an idiot or a moron.

Phil Johnson, while not technically an idiot does say idiotic things constantly baout science or AIDS or philosophy. Stephen Meyer has been known to say idiotic things imo. Wells has definitely coughed up plenty of idiocy.

On a side note, one way to effectively counter IDCists is to use the human analogy of design they so like to utilize. When humans design organisms, we breed them and select for what we want. IOW, we use selection. Thus selection is a legitimate form of Intelligent Design. If one posits a Creator Entity which calls the shots, then Natural Selection is a completely legitimate design methodology.

Consider for example Lenny Flank's devastating question for IDCists: What is the Theory of Intelligent Design and where can we those processes in operation today?
Well I wouldn't call it a theory, but the hypothesis would be that an entity used natural selection and we can certainly see slection in operation today.



#26629: judgeMC — 05/30  at  03:42 PM
IMHO this is a great post. I understood it and I only had to break out the dictionary a few times. I'm printing this out for future reference. ( Like when I actually take a biology class.)



#26632: — 05/30  at  04:14 PM
Great essay.



#26634: — 05/30  at  04:31 PM
Has Behe done any legitimate work in BioChemistry lately?

If he continues to insist on having trucks and buses running around in his cells, can we ask him if these machines are being operated by accredited members of the local Teamsters' Union?



#26638: Orac — 05/30  at  05:16 PM
Nice essay, one to keep in the armamentarium whenever I hear the "genes as machines" argument or the claim that there are no beneficial mutations.

--
Orac “A statement of fact cannot be insolent.”
http://oracknows.blogspot.com



#26669: Pete — 05/31  at  12:13 AM
>Has Behe done any legitimate work in biochemistry lately?

Asking PubMed for BEHE MJ, we see that there's one paper (about a computer simulation) from 2004, then an opinion in Science in 2000, then you have to go back to 1998. I will read that 2004 paper when I get to a lab computer with download access; from the abstract it looks as if it's trying to show the impossibility of evolution - in other words, business as usual.

I really like the pop-bead analogy...you're absolutely right that when you look closely you see that enzymes etc. are nothing at all like cars.

But this blatant misuse by Behe of the truck, road, traffic signal and "machine" metaphors for proteins is really unfortunate. It has always been a useful way to explain to laypeople how cytoskeletal motors work, for example. Talking about folded polypeptides randomly bumping around doesn't really get the point across, and might engender a false image of the way things actually happen in cells. There really are some amazing machines in our cells! For a closeup of one, check out this movie (pick QuickTime or Windows Media from linked page) displaying DNA replication - you see pop-beads at the lowest level, but from a slightly expanded view it looks like a highly concerted machine (because that's what it in fact is.)

My point is, let's not let Behe and his ilk take the "machine" metaphor away from us. We just have to emphasize that the machines are made of beads, and these kinds of machines are precisely the kind that can evolve by stepwise changes.



#26671: — 05/31  at  01:11 AM
For interests sake, there are also animations here which attempt to highlight the stochastic nature of the processes involved.



#26676: Alon Levy — 05/31  at  02:19 AM
Test



#26677: — 05/31  at  02:25 AM
The pop beads reference is lost on me, but an excellent article nonetheless.



#26678: outeast — 05/31  at  02:26 AM
I just had to share this with you guys...

I was looking for a creationist forum inwhich to test the first input to my ID sting project (the first hoax article can be seen here: http://sciencethefuture.blogspot.com/). I found a creationist forum on 'www.christianforums.com'... I haven't even looked at it yet, but there are some webmaster notes which cracked me up:

First 'The old Creation Science & Evolution forum has been renamed Origins Theology.' He he... just to make it clear what kind of debate is welcomed, I guess.

Then the rules for the creationist forum are timeless:

Rules of this forum:

1. Only Creationist members may debate in this forum.

2. Non-creationist members may post fellowship posts in this forum but any debate posts will be removed.


Priceless...



#26681: Alon Levy — 05/31  at  02:47 AM
The Panda's Thumb's disemvowelment policy looks like complete freedom of speech next to that.



#26682: — 05/31  at  02:48 AM
Great essay, PZ. My last university biology class was more than thirty years ago, so this stuff is new and exciting to me.

Imho, what you said at the beginning of your post...

Jingo is always easier than nuance and depth, and has the advantage that it can appeal to people who actually don't know anything about the subject being discussed. The real world, though, is complicated.


...has very broad applicability to the human condition: for instance, the 2004 Presidential election.

Of course, even liberals, atheists, and scientists are not exempt from this problem: all worldviews are, to some unavoidable extent, oversimplified. None of us are gods. Thus, humility would seem to be in order.

Obviously, our oversimplifications, in science and culture, have worked, and work, well enough to get us where we are today, warts and all. As long as we keep in mind that all knowledge, especially that about social structures, is necessarily imperfect and provisional, we have a good basis for moving on. If we assert that some particular text, or religion, or political position, is The Truth, we become jingoists. All we can do is strive to asymptotically approach a description of the universe. This description is, of course, wonderfully complex. And it doesn't tell us how to live.

What the IDers, or neocreationists, are doing, is quote-mining this description of the world, to further their science-stultifying ideology. That's jingoism.



#26683: Alon Levy — 05/31  at  02:48 AM
Well, Kristjan, before reading PZ's post I'd never heard of pop beads, but the post itself makes it clear what they are, so there's no need for that kind of prior cultural knowledge.



#26686: — 05/31  at  05:42 AM
There is a nice little review on the subject in 'Current Opinion in Genetics & Development':

"Evolution of primary microcephaly genes and the enlargement
of primate brains. Chris Ponting and Andrew P Jackson.

Current Opinion in Genetics & Development 2005, 15:241–248

Brain size, in relation to body size, has varied markedly during
the evolution of mammals. In particular, a large cerebral cortex
is a feature that distinguishes humans from our fellow primates.
Such anatomical changes must have a basis in genetic
alterations, but the molecular processes involved have yet to be
defined. However, recent advances from the cloning of two
human disease genes promise to make inroads in this
important area. Microcephalin (MCPH1) and Abnormal spindlelike
microcephaly associated (ASPM) are genes mutated in
primary microcephaly, a human neurodevelopmental disorder.
In this ‘atavistic’ condition, brain size is reduced in volume to a
size comparable with that of early hominids. Hence, it has been
proposed that these genes evolved adaptively with increasing
primate brain size. Subsequent studies have lent weight to this
hypothesis by showing that both genes have undergone
positive selection during great ape evolution. Further functional
characterisation of their proteins will contribute to an
understanding of the molecular and evolutionary processes
that have determined human brain size."



#26687: That Girl — 05/31  at  07:05 AM
I think you spend too much time delving into the other side's argument. This kind of story is modern folklore that has been passed from believer to believer. The real fight is in the swing vote - in the people who arn't Jesus-freaks or scientists who need to listen to the sudden piping of other parents/school board members. And you're right, taking on the fight this way will not get your point of view heard - it's not flashy enough. The biggest problem in this whole invented war is that while a majority of people believe in God they do not let that interfere with the other things they believe (science, capitalism, birth control). They are content to keep religion and science seperate and keep the conflict that science gives their religious beliefs in a box on a dusty shelf in the attic. So when someone comes along and proposes a way to combine both things (intelligent design) that doesnt appear to hurt science, it can sway a lot of people. The science tag line should be "Keep religion and science serparate."



's avatar #26692: — 05/31  at  09:02 AM
PZ, where are situated the calmodulin repeats or IQ repeats mentioned in the linked posts? BTW, I work with hydraulic machines and never occured to me that they may be more complicated than genes. I shall have to digest and assimilate the information.

Quod natura non sunt turpia



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