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Michael White

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A Genome-Sized Media Failure

Posted: 09/13/2012 4:13 pm

Last week, the large genome sciences consortium ENCODE (ENCyclopedia of DNA Elements) made a big splash by presenting its long-awaited results in a publishing extravaganza. This was a fantastic opportunity for scientists and science journalists to explain to the public some of the exciting and important research findings in genome biology that are changing how we think about health, disease, and our evolutionary past. But we blew it, in a big way.

If you read anything that emerged from the ENCODE media blitz, you were probably told some version of the "junk DNA is debunked" story. It goes like this: When scientists realized that classical, protein-encoding genes make up less than 2% of the human genome, they simply assumed, in a fit of hubris, that the rest of our DNA was useless junk. (You might have also heard this from your high school or college teacher. Your teacher was wrong.) Along came the ENCODE consortium, which found that, far from being useless, junk DNA is packed with functionality. And so everything scientists thought they knew about the genome was wrong, wrong wrong.

The Washington Post headline read, "'Junk DNA' concept debunked by new analysis of human genome." The New York Times wrote that "The human genome is packed with at least four million gene switches that reside in bits of DNA that once were dismissed as 'junk' but that turn out to play critical roles in controlling how cells, organs and other tissues behave." Influenced by misleading press releases and statements by scientists, story after story suggested that debunking junk DNA was the main result of the ENCODE studies. These stories failed us all in three major ways: they distorted the science done before ENCODE, they obscured the real significance of the ENCODE project, and most crucially, they mislead the public on how science really works.

What you should really know about the concept of junk DNA is that, first, it was not based on what scientists didn't know, but rather on what they did know about the genome; and second, that concept has held up quite well, even in light of the ENCODE results. Among the reasons that scientists in the 1970s and '80s began to believe that much of the genome is non-functional was the observation that very similar species could have very different genome sizes. There is no reason to believe that similar species require dramatically different amounts of functional DNA, and thus something other than functional requirements must explain differences in genome size. Scientists also discovered that our genomes contain parasitic, virus-like elements called "transposons" that have the ability copy themselves within our cells. This DNA ecosystem makes our genomes more like a jungle than a precision machine. At the latest count, transposon-derived DNA makes up at least half of our genome. The transposon-derived sequences in our genomes do not have to be explained by invoking some useful function for it. There is no mystery here: this DNA is there because it can replicate.

The primary scientific task of the ENCODE group was to scope out the biochemical landscape of the genome, and put the resulting data out as a resource. The Human Genome Project gave us the text of our genome, but this text is essentially impossible to read without an interpretive guide of key biochemical landmarks. ENCODE, in what was a genuine, technological tour-de-force, measured dozens of different kinds of biochemical landmarks, which can be suggestive of important functions, but do not by themselves demonstrate that a region of the genome is doing something useful for us. This distinction was obscured by the press releases put out by ENCODE, and largely lost on most of the reporters who covered the story. Missing from press releases and news reports was a description of what non-functional DNA looks like: it carries many of the same biochemical landmarks as functional DNA. The widely reported claim of debunked junk DNA is simply wrong.

The media reports on ENCODE used the word 'breakthrough,' but it is too early to fully measure the success of ENCODE, despite the high quality of the data. Ten years out, the reference human genome sequence is a must-have tool for nearly all biomedical researchers. Will the ENCODE results become equally indispensable to our efforts to understand the connection between our genomes and our health? ENCODE's results are very big, but not comprehensive: they don't include every type of cell or class or regulatory protein that we're interested in. As our genome technology improves (which it is doing at a rate that might put the iPhone to shame), we may decide that we need to re-do much of the work done by ENCODE. And many are worried that our funding agencies have become addicted to Big Science, prioritizing massive data generation efforts over the more idea-driven work of smaller, individual labs.

The most damaging aspect of our massive failure to get the ENCODE story right was that readers were served up a terrible distortion of the scientific process. A rule of thumb you should apply whenever reading about supposed breakthroughs is this: past scientists weren't as dumb or credulous as they're made out to be. Scientists tend to be a cautious and skeptical lot, not given to cooking up new theories based on a blithe and arrogant dismissal of what they don't understand. They work hard to base their ideas on the best data available at the time, and then they work hard to come up with even better data.

Dr. Michael White is a systems biologist studying genes and their regulation, in the Department of Genetics and the Center for Genome Sciences and Systems Biology at the Washington University School of Medicine in St. Louis. He is co-founder of the online science pub The Finch and Pea.

 

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04:04 PM on 09/28/2012
There have been more recent comments from an ENCODE researcher at the Reddit interview [http://www.reddit.com/r/askscience/comments/znlk6/askscience_special_ama_we_are_the_encyclopedia_of/c66dha3] which I believe should get more attention, as they underline the already established point, that many ENCODE scientists admit they did not disprove Junk DNA.

Prof. Larry Moran asked, "Do you agree that you have demonstrated function for most of our genome?"

ENCODE researcher Rule_30 replied: "ABSOLUTELY NOT: I do NOT think ANYONE has demonstrated function for most of our genome. In fact, ENCODE has not demonstrated function for ANYTHING because we published no functional studies." [capitals in original]

I also asked ENCODE scientists if ENCODE had disproven the Junk DNA hypothesis.

Rule_30 replied to me: "Also, no, our data can’t disprove the junk DNA hypothesis, we are still in agreement on that."

Prof. Moran: "How much could still be junk in light of the ENCODE results?"

Rule_30: "Heck, all of it could still be "junk" by ENCODE results alone (and NOW when I say "junk", what I mean is that they don't have a direct effect on gene expression)."

Also from Rule_30: "Since ENCODE ended up not publishing any functional studies, ENCODE should not have said anything that remotely hinted that we knew the function of the elements in question."
07:46 PM on 09/26/2012
CONT...Again, where was all the outrage back then? Why is it all of a sudden many seem to be very concerned with what the public thinks, and especially since according to many, including the writer of this article, scientist knew about function all along? Let me cite these two quote below.

"It goes like this: When scientists realized that classical, protein-encoding genes make up less than 2% of the human genome, they simply assumed, in a fit of hubris, that the rest of our DNA was useless junk. (You might have also heard this from your high school or college teacher. Your teacher was wrong.)"

There doesn't seem to be much passion or condemnation when speaking of those who spoon-fed educators, students and the public un-enlightened information when citing the facts above, other than to say "Your teacher was wrong" (And of course not, since it was thought that useless junk DNA conformed to a neo Darwinian model) Now look at the contrast from the comments above to the comments below where you actually here passion and scorn. Now that the tails are turned, we now see the crocodile tears and concern that the public should be told the truth, what ever that means?

"These stories failed us all in three major ways: they distorted the science done before ENCODE, they obscured the real significance of the ENCODE project, and most crucially, they mislead the public on how science really works"
09:30 AM on 09/27/2012
I am sick of this garbage being repeated over and over. This is the trick where creationists accuse population geneticists of CONTRADICTING THEMSELVES. There is no contradiction and we have explained this again and again.

TheMayan: "Why is it all of a sudden many seem to be very concerned... especially since according to many, including the writer of this article, scientist knew about function all along?"

Scientists knew about function in NON-CODING DNA. Scientists did not assert that JUNK DNA is not functional. This statements do not contradict each other, because JUNK DNA IS NOT THE SAME AS NON-CODING DNA... AND IT NEVER WAS.

No molecular biologist nor geneticist ever said non-coding DNA was equal to non-functional DNA. This is a lie promoted by ID creationists and many Muggle newspapers.

Here is what most population geneticists really said.

(1) Most of your genome has is "junk", meaning it has no organism-level function that constrains the DNA sequence. It may have some function that does not increase the adaptiveness of the whole organism: for example, it may be transcribed, or replicate itself like a parasite.

(2) Non-coding DNA contains many functional elements, e.g. regulatory elements, telomeres, centromeres, etc. etc.

This is not a contradiction because JUNK DNA IS NOT THE SAME AS NON-CODING DNA... AND IT NEVER WAS.
03:10 PM on 09/27/2012
Yes you are right, I forgot to write "thousands" after the numbers 20-30 when speaking of genes but I'm not going to quibble about whether we have 25 or 30 genes, since these are largely based on estimates and we are slowly but surly falling away from the old gene centric paradigme in fact many believe that we redefining the gene as we speak. I think Shapiro wrote a great article on this topic and the semantics involved. As for your 'Simon says, simon didn't say' definition of junk DNA. All the more reason to eulogize the term junk DNA. Again, when it comes to parts of the genome we dont yet fully understand, we should instead use the term 'no known function'. You do not continue to dig a hole when you find yourself is a hole and I'm sorry that you missed the entire point of last post which really had little to do with how to define the term junk DNA.
03:12 PM on 09/27/2012
Correction again....I'm not going to quibble about whether we have 25 or 30 K genes,.....
09:33 AM on 09/27/2012
Errata on my preceding comment.

I wrote: "Scientists knew about function in NON-CODING DNA. Scientists did not assert that JUNK DNA is not functional."

I meant: "Scientists knew about function in NON-CODING DNA. Scientists did not assert that JUNK DNA has organism-level function."
07:44 PM on 09/26/2012
The only real argument used here which supposedly refutes the empirical finding that 80% of our genome has bio-chemical function, was the argument of C Value enigma, and the question of why the genome size of different organisms can differ in ways never expected, but which is really just another example of a failed prediction of neo Darwinism. Who would have predicted that complex humans would only have a measly 20-30 genes? Not evolutionary theorist, thats for sure.
I also see a type of hypocrisy that seems to go over the heads of many, and I also addressed this with T Ryan Gregory. No one seemed concerned when for decades we as students & public were told by our teachers,textbooks,education programs on TV,Radio and popular science magazines that only 2% of our genome was functional, and that the rest was useless vestigial junk. We were told by people like Dawkins, Kenneth Miller and many others, that this was a classic case of bad design, but a good prediction of evolutionary theory......
09:20 AM on 09/27/2012
Wow-- you are like the energizer bunny of factual falsehoods! You're incredible!

TheMayan: "Who would have predicted that complex humans would only have a measly 20-30 genes? Not evolutionary theorist, thats for sure."

First, humans have about 20-25 THOUSAND genes.

Second, the "evolutionary theorists" who invented the junk DNA hypothesis CORRECTLY predicted that the human genome would have less than 30 THOUSAND genes, and it does.

Here is Susumu Ohno, the scientist who coined the term "Junk DNA", correctly predicting how many genes humans would have, back in 1972, 40 years ago:

Ohno, 1972: "The observations on a number of structural gene loci of man, mice and other organisms revealed that each locus has a 10^-5 per generation probability of sustaining a deleterious mutation. ...the moment we acquire 10^5 gene loci, the overall deleterious mutation rate per generation becomes 1.0 which appears to represent an unbearably heavy genetic load. [Therefore] the total number of gene loci of man has been estimated to be about 3×10^4." [Ohno, S. 1972. So much “junk” DNA in our genome. Evolution of Genetic Systems, pp. 366-370.]

The same evolutionary arguments that put an upper limit of 30,000 on the number of human genes, also led to the prediction of Junk DNA.

Ohno's predictions were confirmed, first, by the Human Genome Project, which found ~25,000 genes.

ENCODE found organism-level function that constrains DNA sequence in only 9% of the genome, according to Ewan Birney.
12:51 AM on 09/22/2012
Max Libbrecht from ENCODE and the ENCODE AMA on reddit here. Since I'm mentioned in the comments, I thought I'd put in that I essentially agree with this article: ENCODE did not debunk the idea of "junk" DNA, contrary to many news outlets. Here is one summary of the true results and their misinterpretation -- there are many others:
http://selab.janelia.org/people/eddys/blog/?p=683
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10:39 AM on 09/25/2012
Max, thanks for stopping by. Have you seen James Shapiro's blogs? He's convinced that ENCODE did refute the notion of "junk DNA". Care to comment?
02:31 PM on 09/25/2012
Max,
thanks for clearing things up. I'm very grateful.

We respect the work that the 400+ scientists have done on ENCODE. We know that almost all of those 400+ scientists are honest, and we value the results that have come from all those man-centuries of work!

But, we distinguish between the real, science story and the fake, PR story.

Fake story: scientists found 80% function in the human genome-- "function" meaning needed, essential, organism-level function that constrains the sequence of 80% of human DNA.

True story: ENCODE found millions of sites where biomolecules interact with the human genome, and it will take years of works for bioinformaticists and molecular biologists to sift through millions of TF-binding sites to find several hundred thousand that are involved in regulating and controlling gene expression.

That's my take anyway.
02:44 AM on 09/27/2012
Sorry for the mistake repeat my critique is actually at...http://genomeinformatician.blogspot.com/2012/09/response-on-encode-reaction.html
10:21 PM on 09/19/2012
I'll keep this simple. Mr. Shapiro's best 'argument' is that SOME repetitive structures have demonstrated SOME function. The devil is in the detail. The amount and type of function. ENCODEs weakness is two parts: 1) changing/loosening the meaning of function, 2) hyping the changes. Moving the goalposts on the meaning of 'function' is disingenuous. I BEG Mr. Shapiro to specifically detail the 80% of the function relating to encoding protein, regulating expression or other significant interaction leading to differential expression during the fate/life cycle of the cell. The fraction of the genome that has this more traditional but accurate depiction of 'function' is well known. The hype generated simply discredits their own work. It has created distrust about objectivity and purpose. Finally, it is not an argument, by either side, to say the other side is 'putting their head in the sand' or 'cannot alter their paradigms'. These arguments are total BS! The fact is this: exceptional claims need exceptional evidence. The ENCODE evidence is interesting, debatable [obviously!!] and NOT exceptional. Although scientists are people, they work exceptionally hard to observe evidence and its weight. ENCODE, by its own researcher statements, DOES NOT reverse the current understanding of 'junk DNA'.
12:33 AM on 09/20/2012
Maybe you can answer a simple question, why the desire and push for DNA to be Junk?
01:35 PM on 09/20/2012
Maybe you can understand a simple answer. The ENCODE scientists admitted that most of the human genome is probably still junk, as the quotes from them on this page show.

Every baby has 50-150 more mutations than its parent. Every grandkid, 100-300 more mutations. Every great-grandkid, 150-450 more mutations. Non-neutral mutations are mostly deleterious, about 90% deleterious, 10% beneficial. So if human DNA were NOT mostly neutral, every baby would have at least 45 deleterious mutations. He'd be dead and the human race would be extinct.

Comparing genomes, we see 95% of DNA accumulates mutations at the rate typical for neutrality, 5% is conserved like it's necessary. The pufferfish has 1/8 as much DNA as humans. The spokesman for ENCODE, Ewan Birney, even admitted in a tweet that pufferfish are nearly as complex as humans, meaning that at least 7/8 of human DNA is not necessary for function.

The marbled lungfish has 40x more DNA than humans, some salamanders have 25x that of a human. Some amoeba have 100x more DNA than humans, Onions have 5x human; some onions have much more than others.

Somebody's got lots of junk. Why not us?

There is much, much more evidence of this sort. Can you address any evidence at all? Or do you have nothing but more Freudian psychoanalysis?
01:59 AM on 09/20/2012
"ENCODE, by its own researcher statements, DOES NOT reverse the current understanding of 'junk DNA'"

It may not reverse 'current' understanding in the minds of the Junk DNA crowd, but perhaps they should prepare themselves for it's demise, as it is not looking to promising. Also, by ENCODES own researcher statements, it shouldn't be called Junk in the first place.

And by the researcher statements, it shouldn't be called "Junk" in the first place.
02:38 PM on 09/25/2012
rjop's statement is proven false by the ENCODE researcher Max Libbrecht's comment, above.

rjop: "by ENCODES own researcher statements, it shouldn't be called Junk in the first place."

Dead wrong-- see comment by ENCODE researcher Max Libbrecht above. Also many others, like Michael Eisen, even Ewan Birney walked back his overblown claims.
09:53 PM on 09/19/2012
Further thoughts by Shapiro on ENCODE here> http://www.huffingtonpost.com/james-a-shapiro/further-thoughts-on-the-e_b_1893984.html
01:19 PM on 09/20/2012
The above link is an attack on me personally, but I am not allowed to post comments at Shapiro's blog.

Note that none of the creationists here, nor Shapiro, can dispute that the ENCODE scientists admit that "the death of Junk DNA" was a hoax. None of the creationists here, nor Shapiro, bother trying to address the evidence.
03:19 PM on 09/20/2012
Perhaps if you would not throw such a fit and show a little more respect to Dr Shapiro, he would not have to ban you, although I am not entirely convinced he has.

As for your supposed evidence, no one needs to address the evidence that has been concocted in your own mind in which you use selected quote mines to support.

The researchers themselves refuted your assertions, but you refuse to see it. Example; http://www.reddit.com/r/askscience/comments/znlk6/askscience_special_ama_we_are_the_encyclopedia_of/c66dha3

Another researcher suggests 'let's discuss quotes from peer-reviewed papers', yet Larry fails to do so. Instead we see YOU having a complete hissy fit while suggesting they are "liars" in a similar comment > http://www.reddit.com/r/askscience/comments/znlk6/askscience_special_ama_we_are_the_encyclopedia_of/c671nvs

End..
04:54 PM on 09/17/2012
Final quote in which ENCODE scientists admit they haven't disproven Junk DNA.

Rule_30 says that you’re not allowed to call Junk DNA “Junk DNA”, now you have to you call it “Extra DNA.” It isn’t the idea that he can disprove, he wants to change the name.

He was asked, if there’s no Junk DNA, why does the pufferfish have 1/8 as much DNA as a human, and the spiny pufferfish twice as much as that. He replied: “The simplest explanation… would be that the smaller-genome pufferfish and larger-genome pufferfish have approximately the same genes AND regulatory elements, and that the larger-genome pufferfish has extra stuff that has nothing to do with gene regulation (I’m not prepared to dismiss it as “junk” DNA though).”

So he knows there’re huge amounts of “Junk DNA”, but we have to call it “Extra DNA” now: “[If] humans have a similar amount or more of this “extra” DNA, I think it would still be possible to see the [ENCODE] results that we see. What has a reproducible biochemical activity doesn’t necessarily have a biological function…

… Sure, maybe it is [useless]…The only way to know if it’s “junk” or not is to delete it and see what happens.” [http://www.reddit.com/r/askscience/comments/znlk6/askscience_special_ama_we_are_the_encyclopedia_of/]

But ENCODE didn’t delete any DNA, so ENCODE can’t disprove Junk DNA.

There's much more, but my work is done here.
06:27 PM on 09/17/2012
"but my *work* is done here"

Looks more like spam. You may hold on to your Junk nonsense If it makes you feel better.
10:17 AM on 09/18/2012
rjop: "You may hold on to your Junk nonsense If it makes you feel better. "

The ENCODE scientists admit that most of the human genome is still Junk. Why do you ignore this evidence?

You may hold onto your teleology if you need it to assuage your feelings of inferiority and insignificance.
04:45 PM on 09/17/2012
Continuing with still yet again more quotes in which ENCODE scientists admit they haven't disproven Junk DNA.

A11_msp of ENCODE explains that what’s junk now might be useful in a few million years, thanks to Darwinian evolution: “As [genetic] regulation becomes more and more complex in the course of evolution… new regulatory modules start appearing …it's quite possible that what they [modules] start evolving from is really some kind of neutral, 'junk' sequences.” In other words, what could be junk today, may evolve into an important regulatory module "tomorrow" (or, more precisely, in million years)…"

There you go, creationists. All you have to do is wait tens of millions of years, for junk to EVOLVE into something functional, and what you say now may eventually be true.

A population geneticist asked the ENCODE scientists: “…you're claiming 80 per cent of human so-called "junk DNA" is functional. Is any of it adaptive?...a basic application of neutral theory suggest that it flat out cannot be, especially given the relative lack of conservation in non-coding sequences….you guys have used an extremely broad definition of "function".”

a11_msp replied: “Indeed, this definition is a very broad one [“very” in italics]. It may still be adaptive, though, as much of it may have evolved…”

“May be” and “may have” is the best they’ve got.

Continued with an outrageous number of quotes below.
10:53 PM on 09/17/2012
It appears *diogeneslamp0* is more concerned about the 'Creationists' and protecting the Junk DNA ideology than the actual advancement of Science. Shapiro has done a good job taking down his arguments on his Blog> http://www.huffingtonpost.com/james-a-shapiro/bob-dylan-encode-and-evol_b_1873935.html
10:18 AM on 09/18/2012
Shapiro didn't cite any evidence at all, and I crushed him at his own blog.
04:42 PM on 09/17/2012
Continuing with still yet more quotes, in which ENCODE scientists admit they haven't disproven the Junk DNA hypothesis.

Rule_30 insists that ENCODE scientists have *never* claimed, as a group, that junk DNA is functional: "I do NOT agree with this statement [from population geneticists]: 'The ENCODE workers would have you believe that most of the DNA occupied by this junk is actually part of a very sophisticated network of regulatory sequences,' because I've seen the debates...and I know that many of us have many different predictions for what's really going on."

"Different predictions", he says, about how much regulatory vs. junk DNA there might be-- not evidence. He asserts that ENCODE has *never* claimed that that Junk DNA is now a "sophisticated network of regulatory sequences"-- but that story *IS* what most of the muggle press and the creationists wrote. So the muggle press and the creationists were wrong again!

Max Libbrecht of ENCODE is strongly pro-Junk, and he wrote: “I don't think it would be hard to assemble a set of common variants which uniquely identify an individual, but are extremely unlikely to encode any consequential traits.”

“No consequential traits” means junk.

Below we continue with still yet again more quotes.
04:40 PM on 09/17/2012
Continuing with yet again more quotes, in which ENCODE scientists admit they haven't disproven the Junk DNA hypothesis.

Nick Matzke asked the ENCODE scientists, “It sounds like, on your account, that it is still perfectly reasonable to think that a lot of the human genome (and large portions of other large genomes) isn't doing much except hosting genomic parasites, perhaps with little tidbits of functional elements sparsely hidden …”

rule_30 replied: “I think that it's still possible that this is happening. However, I'll also admit that I wouldn't be surprised to see that, after knocking out some of these elements, we might find some sort of surprise effect. Since both of these claims are non-falsifiable RIGHT NOW …I'd rather just focus on looking ahead to actually answering the question with experiments rather than debating with myself in my head…”

Again, he admits they haven’t done the experiments to disprove Junk DNA.

Below we continue with still yet more quotes.
04:34 PM on 09/17/2012
Continuing with still more quotes, in which ENCODE scientists admit they haven't disproven the Junk DNA hypothesis.

Amazingly, an eighth ENCODE scientist, Max Libbrecht, TWICE approvingly cited a post at Cryptogenomicon, as the the clearest statement about how the ENCODE PR was hype.

Cryptogenomicon wrote: "… the main ENCODE paper doesn’t say anything like what the newspapers say… The human genome has a lot of junk DNA… the genome is mostly nonfunctional…

…the main ENCODE paper cites neither Orgel/Crick [1980] or Sapienza/Doolittle [1980]; what this means is, regardless of what we read in the newspapers, ENCODE is not actually trying to interpret their data in light of the current thinking about junk DNA…

…most reasonable people (ok, I) would say at this point that the human genome is mostly junk…
…The newspapers add, “therefore it’s not junk”, but that’s a critically incorrect logical leap… The “junk DNA” question is about how much DNA has essentially no direct impact on the organism’s phenotype – roughly, what DNA could I remove (if I had the technology) and still get the same organism.” [http://selab.janelia.org/people/eddys/blog/?p=683]

Yet more quotes below.
04:33 PM on 09/17/2012
Continuing with more quotes, in which ENCODE scientists admit they haven't disproven the Junk DNA hypothesis.

Georgi Marinov also wrote, regading the “80% functional” number: "...when you run the numbers for all the functional genomic assays that ENCODE has done, you indeed get large percentages... [but] I don't think anybody is seriously claiming all of those base pairs have function in the classic sense." [http://sandwalk.blogspot.com/2012/09/ed-yong-updates-his-post-on-encode.html?showComment=1347206709420#c5893078474358837664]

By "anybody" he means "any scientist", but in fact the newspapers and creationists are saying exactly that.

At Reddit, three more ENCODE scientists (Rule_30, Michael Hoffman, and a11_msp) admitted that they hadn't disproven Junk DNA. That's 7 ENCODE scientists. [http://www.reddit.com/r/askscience/comments/znlk6/askscience_special_ama_we_are_the_encyclopedia_of/]

Continuing with still more quotes, below.
04:27 PM on 09/17/2012
Let's all be clear that many ENCODE scientists have admitted that they didn't disprove the Junk DNA hypothesis. Many of them assert that the evidence they present is at odds with what the newspapers are writing.

Ewan Birney, the ENCODE scientist who wrote the now-infamous "80% functional" figure in the ENCODE summmary, now writes: "This question hinges on the word “functional”...“functional” is a very useful but context-dependent word.

...using very strict, classical definitions of “functional”... we see a cumulative occupation of 8% of the genome. With the exons...that number goes up to 9%." [http://genomeinformatician.blogspot.com/2012/09/encode-my-own-thoughts.html]

That's 91% junk.

Georgi Marinov, a second ENCODE scientist, puts it at 92% junk: "These numbers depend on how you define things... The 8% number is the relevant one."
[http://sandwalk.blogspot.com/2012/09/groupthink-science-and-that-junk-dna.html]

Manolis Kellis, ENCODE's own expert on sequence conservation, would put it at 90% junk, as her results show that only ~10% of human DNA is constrained as to sequence. A fourth ENCODE scientist, Josh Akey, says the Junk is due to viral infections and transposon repeats [http://www.philly.com/philly/columnists/faye_flam/20120910_Planet_of_the_Apes__What_is_that_big_hunk_of__junk__DNA_up_to__.html]

More quotes below...
03:02 PM on 09/16/2012
So, Dr. White, do you think it's a media conspiracy against scientific truth? Than you have to add Nature Publishing Group (Publisher of the most prestigious scientific journal in the world) to this list, which released the following video regarding ENCODE results: http://www.youtube.com/watch?v=Y3V2thsJ1Wc

Notice the following statement:

"Striking overall result that encode project reports is that they can assign a biochemical function to 80% of human genome. The reason why this is striking is because not such a long time ago we still considered that vast proportion of human genome was simply junk."
03:50 PM on 09/16/2012
@4truth, I'm sure if the results were more in favor of the Junk DNA idea, we would not be hearing the loud and irate protests. ;-) It's shame some want to hold down the progression of Scientific discoveries to pre·conceived priori constraints..
08:03 PM on 09/16/2012
You made the same (talking) point in Shapiro's comments - you failed to recognize that they could only extrapolate up to 20% from their actual data. Looks like YOU were one the multitude that swallowed the hype.
12:08 AM on 09/17/2012
Rather it is 20% as you assert or 80% or somewhere in the middle, this is just the beginning, as there is much to learn. Perhaps you should give it a rest.
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04:38 PM on 09/14/2012
"What you should really know about the concept of junk DNA is that, first, it was not based on what scientists didn't know, but rather on what they did know about the genome; and second, that concept has held up quite well, even in light of the ENCODE results."

This is not exactly correct. The 1980 Crick and Orgel paper, "Selfish DNA: the ultimate parasite" (http://www.ncbi.nlm.nih.gov/pubmed/7366731) specifically referred to their lack of knowledge about functions for mobile replicating elements. Since then, there have been many discoveries about the phenotypic and evolutionary functionalities of the repetitive component of the genome (http://www.huffingtonpost.com/james-a-shapiro/more-evidence-on-the-real_b_1158228.html and http://www.ncbi.nlm.nih.gov/pubmed/15921050).
02:05 AM on 09/16/2012
On his own blog Shapiro has refused to address the evidence nor the statements coming from multiple members of the ENCODE consortium who now admit that they did not disprove Junk DNA. Shapiro continues to ignore their plain words and pretend like he's deaf and he can't hear what the scientists now say about their own results. Sticking your fingers in your ears and saying la-la-la is not evidence for your position.

The ENCODE scientists admitted that they did not disprove Junk DNA. Get over it.

A scientific position-- like "Junk DNA disproven"-- cannot be supported merely by emotional blurts. Evidence is needed, but Shapiro refuses to cite any! It is time for Shapiro to release his emotional grip upon outdated ideas, like last month's notion that Junk DNA has been disproven. That was last month. Science marches on and evidence talks. The tide has turned, and Shapiro's Myth of "Func" DNA has been relegated to the scrap heap with geocentrism and phlogiston.

White: "junk DNA...was not based on what scientists didn't know, but rather on what they did know"

Shapiro: "This is not exactly correct."

It is exactly correct. The idea that human DNA was largely limited in its functionality was based on applying simple principles of population genetics to what we knew about the genome. If every baby has 50-150 new mutations, it's impossible for all 50-150 mutations to be deleterious; that would cause the extinction of man.
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John Kwok
07:08 AM on 09/16/2012
I endorse strongly, your most astute observation, Diogenes. In this regard Shapiro is no better than the very Intelligent Design creationists he claims to despise, by relying upon time-worn rhetoric, not publishable scientific data, to support his hetorodox views. None of Shapiro's Discovery Institute Intelligent Design creationist fans have published any important research - if any - in years; a trait Shapiro shares with them.
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James A. Shapiro
Author "Evolution: A View from the 21st Century
10:44 AM on 09/16/2012
Diogenes,

Glad to see that you confirm my view that you are stuck in the science of the 1970s and insist on staying there.
02:06 AM on 09/16/2012
Continuing:

There were other positive arguments advanced, like Sesumu Ohno's prediction that the human genome must contain large numbers of pseudogenes as a by-product of gene duplication. His prediction was right.

It is true that 70's-80's scientists pointed out that we didn't know any organism-level adaptive functions of DNA like transposons and other parts of the genome, a fact which supports the concept of Junk DNA, but Junk DNA was not "based on" that observation. So Shapiro is wrong again.
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James A. Shapiro
Author "Evolution: A View from the 21st Century
06:38 PM on 09/16/2012
Diogenes,

I have great respect for Susumu Ohno. I was fortunate enough to meet him. But he knew little more than his contemporaries about "pseudogenes."

Since Ohno's time, we have come to learn more and more that pseudogenes are active components of the genome. Only their name implies there is something not kosher about them. You might check out the following ENCODE publication:

The GENCODE pseudogene resource, Pei, B. et al. Genome Biol. (6 September 2012)