More Recent Comments

Monday, May 27, 2024

Telomere length in humans

Telomeres are repetitive DNA sequences at the ends of chromosomes. In humans, the repeat sequence is TTAGGG. The purpose of telomeres is to protect the ends of the chromosomes from shortening after DNA replication [Telomeres].

Telomeres are just one of many functional DNA elements in the human genome. The average length of human telomeres was long thought to be about 10 kb and since there are 24 distinct chromosomes in the human genome this amounts to about 480 kb of telomere sequence or about 0.015% of the human genome. With the advent of new sequencng technology it is now possible to generate long reads of DNA sequence and this has led to a somewhat shorter estimate of telomere length (Karimian et al., 2024). The figure from thier paper shows that the average length of telomeres gets shorter with age but the starting length in newborns (cord DNA) is about 8 kb instead of 10 kb. The authors explain why their sequencing technique is likely to give more accurate results than the earlier estimates.

This doesn't make much difference to the previous estimate but I thought I'd post an update since I overestimated the contribution of telomeres in my book and I made a calculation error in a previous post [Telomeres].

If we use 8 kb as the average length, then that means a total of 8 × 2 × 24 = 384 kb or 0.012% of the standard human genome, which includes 22 autosomes and both sex chromsomes.


Image Credit: The image shows human chromosomes (blue) labelled with a telomere probe (yellow), from Christopher Counter at Duke University.

Karimian, K., Groot, A., Huso, V., Kahidi, R., Tan, K.-T., Sholes, S., Keener, R., McDyer, J.F., Alder, J.K., Li, H., Rechtsteiner, A. and Greider, C. (2024) Human telomere length is chromosome end–specific and conserved across individuals. Science 384:533-539. [doi: 10.1126/science.ado0431]

Tuesday, May 21, 2024

University of Toronto President explains why the Occupy for Palestine demands are unreasonable and unacceptable

The Occupy for Palestine protestors have occupied part of the campus of the University of Toronto. The protestors are making two demands on the university.

  • “terminate all partnerships with Israeli academic institutions that operate in the Occupied Palestinian Territories, or sustain the apartheid policies, occupation and illegal settlement of these territories.”
  • “divest its endowment, pension fund, and other financial holdings from all companies that provide Israel with military goods or services which sustain the Israeli apartheid, occupation and illegal settlement of the Palestinian Territories, as well as the ongoing attacks on Gaza.”

The President of the University of Toronto, Meric Gertler, has responded to these demands with a letter sent to the members of Occupy for Palestine [President Meric Gertler’s response to members of Occupy for Palestine].

With respect to the first demand, President Gertler points out that the university has a history of opposition to academic boycotts.

Such demands are antithetical to the University’s firm conviction that the best way to protect human rights is by staunchly defending and promoting academic freedom, freedom of expression, and the unfettered circulation of ideas within the global scholarly community. We have consistently emphasized that it is both inappropriate and, ultimately, counterproductive to single out academics working or studying in a particular country, and to hold them accountable for the actions or policies of their country’s government. Faculty and students are often among the most trenchant critics of their own government’s policies or actions. Events over the past year confirm that Israeli academics – as well as university leaders – have been amongst the most vociferous critics of the current government and its policies.

For this reason, the university rejects the Occupy for Palestine's first demand.

The second demand is unreasonable because the University does not directly control the pension fund; those investments are controlled by a Board of Trustees, some of whom are appointed by staff and faculty because a large percentage of the pension fund is their money. Also, the pension fund is a joint fund with the University of Guelph and Queen's University. Similarly, with respect to the endowment fund, the University does not directly control direct investments in companies so it cannot comply with the demand even if it wished to.

However, notwithstanding those practicalities, there are fundamental principles at stake that need to be addressed.

... the University’s Policy on Social and Political Issues with Respect to University Divestment notes in its opening Preamble that “As a general matter, the University does not take positions on social or political issues apart from those directly pertinent to higher education and academic research.” Accordingly, “the University will not consider proposals for restrictions on its investments that require the institution to take sides in matters that are properly the subject of ongoing academic inquiry and debate.” It further notes, as a corollary, that the University’s response to any requests for divestment “must be governed by the fundamental place of diversity of opinion within its community. Except in those situations in which the University must settle on an answer to controversial questions about how best to achieve its academic mission, the University risks abandoning its core values if it takes sides in ongoing debates and is perceived to be advancing a specific political or social position.”

This is consistent with the Chicago Principles on free expression and the Kalven Report on the University's role in political and social action. Meric Gertler does not specifically mention the Kalven Report from the University of Chicago but it's clear that it forms the basis of the University of Toronto's position. For that reason, and because that position is not widely understood, I quote from the report.

A university has a great and unique role to play in fostering the development of social and political values in a society. The role is defined by the distinctive mission of the university and defined too by the distinctive characteristics of the university as a community. It is a role for the long term.

The mission of the university is the discovery, improvement, and dissemination of knowledge. Its domain of inquiry and scrutiny includes all aspects and all values of society. A university faithful to its mission will provide enduring challenges to social values, policies, practices, and institutions. By design and by effect, it is the institution which creates discontent with the existing social arrangements and proposes new ones. In brief, a good university, like Socrates, will be upsetting.

The instrument of dissent and criticism is the individual faculty member or the individual student. The university is the home and sponsor of critics; it is not itself the critic. It is, to go back once again to the classic phrase, a community of scholars. To perform its mission in the society, a university must sustain an extraordinary environment of freedom of inquiry and maintain an independence from political fashions, passions, and pressures. A university, if it is to be true to its faith in intellectual inquiry, must embrace, be hospitable to, and encourage the widest diversity of views within its own community. It is a community but only for the limited, albeit great, purposes of teaching and research. It is not a club, it is not a trade association, it is not a lobby.

Since the university is a community only for these limited and distinctive purposes, it is a community which cannot take collective action on the issues of the day without endangering the conditions for its existence and effectiveness. There is no mechanism by which it can reach a collective position without inhibiting that full freedom of dissent on which it thrives. It cannot insist that all of its members favor a given view of social policy; if it takes collective action, therefore, it does so at the price of censuring any minority who do not agree with the view adopted. In brief, it is a community which cannot resort to majority vote to reach positions on public issues.

I am a University of Toronto retired professor and I fully support the position of the University President. The university cannot and should not take a position on social issues. I fully support the rights of students and faculty to express their personal views on such issues. For example, we may protest the behavior of the Israel government, of Hamas, the governments of Russia or Ukraine, and even, especially, our own government. Those are all legitimate targets of protest. The university is not a legitimate target. The university is not our enemy.


Sunday, May 05, 2024

Junk DNA debate: Casey Luskin vs Dan Stern Cardinale

Here's a link to the junk DNA debate between Dan Stern Cardinale and Casey Luskin. The debate took place on May 2, 2024.

I mentioned in a previous post that Luskin should have been called out on his repeated attempts to equate junk DNA with non-coding DNA. This allowed him to portray all non-coding functions as evidence against junk DNA. [Casey Luskin posts misleading quotes about junk DNA].

There are several other things that I would have done differently. I would have made it clear that 10% of the genome is functional and we don't know the function of some of that fraction. Thus, all newly discovered functional regions could still fit into the 10% and 90% of the genome is still junk. Every time Casey mentions a new function he should have been challenged to specify exactly what percentage of the genome he is referring to. (Dan tried to do this but he was too nice, and let Casey off the hook.)

The idea here is to make it clear to viewers that recent discoveries of functional regions do not affect the idea that most of our genome is junk.

I would also attempt to get Casey to admit that there's a scientific controversy over junk DNA so there are many papers defending junk DNA and criticizing the arguments of junk DNA opponents. For every quotation from a scientist who opposes junk, there's an equally significant quotation from one who supports junk. Why does Casey only quote scientists who agree with him? Is this cherry-picking? Is selectively rattling off quotations and references from people who agree with you a reasonable way to have a serious scientific debate?

I think the arguments over transcripts should begin with presenting all the scientific evidence that spurious transcripts exist - for example, random DNA sequences inserted into a cell nucleus are transcribed and spurious transcription is easily documented in well-studied organisms such as bacteria and yeast. The characteristics of spurious transcription are that the transcripts are present in very small amounts, that they are rapidly degraded, that they come from regions of the genome that are not under purifying selection, and they are cell/tissue specific. So what is the most reasonable explanation when you look at such transcripts?

Casey Luskin's attempt to avoid the best explanation (spurius transcription) is a classic example ad hoc rescue and it might have been useful to point this out to viewers.

Regulation is not new. There was serious discussion and debate over the amount of the genome devoted to regulation back in the late 1960s when the concept of junk DNA was first proposed. Casey should have been challenged to state what percentage of the genome is devoted to regulation and if he comes up with an unreasonable number he should have to give examples of many well-studied genes that have been shown to have that level of regulation. (Hint: There aren't any.) All of the detailed work on the regulation of dozens of specific human genes has shown that you don't need more than a few transcription factor binding sites to control expression. Is there any reason to suppose that the other genes require ten or a hundred times more regulatory sequences to control expression?

What is the trend line? Ever since the ENCODE publicity disaster of 2012 there has been a flood of papers defending junk DNA and the data supporting junk DNA is now stronger that it has ever been because we now know from hundreds of thousands of human genome sequences that only about 10% is under purifying selection. There have also been a lot of papers fleshing out the 10% of the genome that's functional. There have only been a handful of papers published in the past ten years that seriously attempt to present evidence that most of our genome is functional. I would have challenged Casey to come up with a single scientific publication in the past ten years claiming, with supporting data, that most of the genome is functional.


Saturday, May 04, 2024

Casey Luskin posts misleading quotes about junk DNA

On Thursday May 2, 2024, Casey Luskin and Dan Stern Cardinale debated junk DNA on the YouTube channel "The NonSequitor Show." David Klinghoffer thinks that this debate went very well for the ID side [Debate: Casey Luskin Versus Rutgers Biologist Dan Cardinale, Thursday, May 2]. I agree with Klinghoffer; Luskin did an excellent job of promoting his case because many of his statements and claims were not challenged effectively.

I'll be putting up a separate post on the debate but for now I'd like to address an article by Casey Luskin that he posted before the debate as preparation for what he was going to say. The article consists of a bunch of quotes from prominent scientists about junk DNA [“Junk DNA” from Three Perspectives: Some Key Quotes]. Here are the three perspectives, according to Luskin.

Category 1: Quotes from evolutionists claiming (or repeating the widespread belief) that non-coding DNA is “junk” and has no function.

Some of the quotes represent the actual position of junk DNA proponents but Luskin has also picked out stupid quotes from scientists who think, incorrectly, that all non-coding DNA is junk. This is deliberate as we will see below.

Category 2: Early quotes from intelligent design theorists predicting function for non-coding “junk” DNA.

Luskin builds the case for function in non-coding DNA by quoting religious scientists who "predict" that there will be functional DNA in non-coding regions of the genome. This is disingenuous at best because Luskin knows full well that from the very beginning of the scientific debate we knew about functional non-coding DNA. It was never the case that all non-coding DNA was assumed to be junk.

Category 3: Quotes from mainstream scientific sources saying that we’ve experienced a shift in our thinking that junk DNA actually has function.

Many of these quotes are from scientists announcing that some non-coding DNA has a function. They support Luskin's false claim that all non-coding DNA was thought to be junk and the discovery of functional regions of non-coding DNA has resulted in a "paradigm shift" in our view of the human genome.

Casey Luskin should not have been allowed to get away with equating junk DNA and non-coding DNA in the debate. He should have been challenged to retract that false claim at the very beginning of the debate and called out whenever he used the term "non-coding DNA" during the debate.


Friday, March 29, 2024

Why do Intelligent Design Creationists still lie about junk DNA?

Intelligent Design Creationists are heavily invested in refuting junk DNA because it casts doubt on their model of an intelligently designed human. Over the years they have advanced all kinds of arguments against junk DNA and some ID supporters actually address the real scientific issues (e.g. Jonathan Wells). However, most Intelligent Design Creationists are as ignorant about the scientific dispute over junk DNA as they are about evolution and lots of other science issues that conflict with their underlying religious beliefs.

A few days ago (March 26, 2024), the Discovery Institute's Center for Science and Culture published a short video on "The MYTH of Junk DNA" where they ignored most of the science and appealed to the majority of creationists who don't care about the truth. We have enough data to conclude that the Discovery Institute isn't just ignorant of the real science but is actually lying in this video. We know this because there are prominent Senior Fellows of the Center for Science and Culture who know that the material in this video is wrong and/or mispleading.

Sunday, March 24, 2024

Thesis defense: 50th anniversary

Today is the 50th anniversary of my Ph.D. oral defense. The event took place in the Department of Biochemical Sciences at Princeton University back in 1974. It began with a departmental seminar. When the seminar was over I retired with my committee to a small classroom for the oral exam.

I don't remember everyone who was on my committee. My Ph.D. supervisor (Bruce Alberts) was there, as was my second reader, Abe Worcel. I know Uli Laemmli was there and so was Arnie Levine. I'm pretty sure the external member of the committee was Nancy Nossal from NIH in Bethesda, MD (USA). It's a bit of a blur after all these years.

I remember being fairly confident about the exam. After five and a half years I was pretty sure that everyone on my committee wanted to get rid of me and the easiest way to do that was to let me pass. Bruce stood to gain $3000 per year of research money and Uli was going to get back the basement of his house where I had been living for the past month after getting kicked out of the married graduate students housing project for taking too long to complete my thesis.

The toughest questions were from Uli Laemmli, which should not come as a surprise to anyone who knows him. He has this annoying habit of expecting people to understand the basic physics and chemistry behind the biochemical sciences. Fortunately, my inability to answer most of his questions didn't deter him from voting to pass me.

Saturday, March 23, 2024

More genomes, more variation

The "All of Us Research Program" is an American effort to sequence one million genomes. The stated goal is to study human genetic variants and link them to genetic diseases. The study is complimentary to similar studies in Great Britain, Iceland, and Japan but the American team hopes to include more diversity in their study by recruiting people from different ethnic backgrounds.

All of Us published the results from almost 250,000 genome sequences in a recent issue of Nature (All of Us Research Program Investigators, 2024). They found one billion variants of which 275 million had not been seen before.

Recall that the UK study (UK Biobank) emphasized the importance of variation in determining whether a given region of DNA was functional or not. They noted that regions that were constrained (i.e. fewer variants) were likely under purifying selection whereas regions that accumulated variants were likely junk [Identifying functional DNA (and junk) by purifying selection]. Their results indicated that only about 10% of the genome was constrained and that's consistent with the view that 90% of our genome is junk. The American study did not address this issue so we don't know how it related to the junk DNA controversy.

Note that if 90% of our genome is junk then that represents 2.8 billion base pairs and the potential for more than 8 billion variants in the human population.1 Some of these will be quite frequent in different groups just by chance but most of them will be quite rare. We'll have to wait and see how this all pans out when more genomes are sequenced. The idea of increasing the detection of unusual variants by sequencing more diverse populations is a good one but the real key is just more genome sequences.

One of the things you can do with this data is to cluster the variants according to the self-identified ethnic group of the participants and All of Us didn't hesitate to do this. They even identified the clusters as races, proving once again that there are clear genetic diffences between these groups, just as you would expect. Given the sensitive nature of this fact, you would also expect a lot of criticism on the internet and that's what happened.


1. I'm defining a "variant" as a difference from the reference genome sequence. I'm aware of the terminology issue but it's not important here. There will also be a large number of variants in the functional regions.

All of Us Research Program Investigators (2024) Genomic data in the All of Us Research Program. Nature 627:340. [doi: 10.1038/s41586-023-06957-x].

Friday, March 22, 2024

Toronto is number 3 in health sciences!

I'm a retired member of the Faculty of Medicine at the University of Toronto. For many decades researchers here have been complaining that they don't get the recognition they deserve. They were convinced that the University of Toronto and its associated hospital research insitutes were among the top health science research centers in the world.

That seems to be changing. In the March 14, 2024 issue of Nature we rank #3 in the world, ahead of many American health science centers that you might think are better [Leading 200 institutions in health sciences]. The University of Toronto is the only non-American institution in the top ten and one of only four in the top 20.

I expect to see the Chinese institutions move up in the next few years.


Thursday, March 21, 2024

Science misinformation is being spread in the lecture halls of top universities

Should universities remove online courses that contain incorrect or misleading information?

There are lots of scientific controversies where different scientists have conflicting views. Eventually these controversies will be solved by normal scientific means involving evidence and logic but for the time being there isn't enough data to settle a genuine scientific controversy. Many of us are interested in these controversies and some of us have chosen to invest time and effort into defending one side or the other.

But there's a dark side of science that infects these debates—false or misleading information used to support one side of a legitimate controversy. To give just one example, I'm frustrated at the constant reference to junk DNA being defined as non-coding DNA. Many scientists believe that this was the way junk DNA was defined by its earliest proponents and then they go on to say that the recent discovery of functional non-coding DNA refutes junk.

I don't know where this idea came from because there's nothing in the scientific literature from 50 years ago to support such a ridiculous claim. It must be coming from somewhere since the idea is so widespread.

Where does misinformation come from and how is it spread?

Monday, March 18, 2024

Western scientists should continue to cooperate with Chinese scientists

China has become a science powerhouse and it achieved this goal, in part, by sending its young scientitsts abroad to train in universities in Canada, Australia, United States, and Europe. Many of these countries have signed scientific cooperation agreements with China but some of those agreements are in danger of lapsing as China is increasingly seen as an untrustworthy enemy.

Intelligent design creationists think junk DNA is a placeholder for ignorance

Paul Nelson is a Senior Fellow of the Discovery Institute—the most important source of intelligent design propaganda. Paul and I have been disagreeing about science for many years. He is prone to interpret anything he finds in the scientific literature as support for the idea that scientists have misunderstood their subject matter and failed to recognize that science supports intelligent design. My goal has always been to try and explain the actual science and why his interpretations are misguided. I have not been very successful.

The photo was taken in London (UK) in 2016 at a meeting on evolution. It looks like I'm holding my breath because I'm beside a creationist but I assure you that's not what was happening. We actually get along quite well in spite of the fact that he's wrong about everything. :-)

Sunday, March 17, 2024

Happy St. Patrick's Day 2024

Happy St. Patrick's Day! These are my great-grandparents Thomas Keys Foster, born in County Tyrone on September 5, 1852 and Eliza Ann Job, born in Fintona, County Tyrone on August 18, 1852. Thomas came to Canada in 1876 to join his older brother, George, on his farm near London, Ontario, Canada. Eliza came the following year and worked on the same farm. Thomas and Eliza decided to move out west where they got married in 1882 in Winnipeg, Manitoba, Canada.

The couple obtained a land grant near Salcoats, Saskatchewan, a few miles south of Yorkton, where they build a sod house and later on a wood frame house that they named "Fairview" after a hill in Ireland overlooking the house where Eliza was born. That's where my grandmother, Ella, was born.

Other ancestors in this line came from the nearby counties of Donegal (surname Foster) and Fermanagh (surnames Keys, Emerson, Moore) and possibly Londonderry (surname Job).

One of the cool things about studying your genealogy is that you can find connections to almost everyone. This means you can celebrate dozens of special days. In my case it was easy to find other ancestors from England, Scotland, Netherlands, Germany, France, Spain, Poland, Lithuania, Belgium, Ukraine, Russia, and the United States. Today, we will be celebrating St. Patrick's Day. It's rather hectic keeping up with all the national holidays but somebody has to keep the traditions alive!

It's nice to have an excuse to celebrate, especially when it means you can drink beer. However, I would be remiss if I didn't mention one little (tiny, actually) problem. Since my maternal grandmother is pure Irish, I should be 25% Irish but my DNA results indicate that I'm only 8% Irish. That's probably because my Irish ancestors were Anglicans and were undoubtedly the descendants of settlers from England, Wales, and Scotland who moved to Ireland in the 1600s. This explains why they don't have very Irish-sounding names.

I don't mention this when I'm in an Irish pub. Instead, I focus on my mother's maiden name, which was Doherty, and her ancestors on her father's side who were O'Doughertys. The O'Doughertys were a prominent Irish clan from Donegal and they were fierce enemies of the English invaders. Unfortunately, my ancestor was Donald O'Dougherty (1760 - 1810) who came to Canada in 1803 from the Isle of Skye in Scotland where his family had been for several generatons after fleeing Ireland in the 1600s. His wife was Anne Stewart and she wasn't Irish.

I don't mention that part either.


Saturday, March 16, 2024

How do proteins move around amidst the jumble of molecules inside a living cell?

I've been reading Philip Ball's book on "How Life Works" and I find it increasingly frustrating because he consistently describes things that he's "discovered" that biochemists like me must have missed. Here's an example from pages 231-232.

He presents a cartoon image of a cell showing that it's full of all kinds of molecules packed closely together, then he says,

Friday, March 15, 2024

Nils Walter disputes junk DNA: (9) Reconciliation

I'm discussing a recent paper published by Nils Walter (Walter, 2024). He is arguing against junk DNA by claiming that the human genome contains large numbers of non-coding genes.

This is the ninth and last post in the series. I'm going to discuss Walker's view on how to tone down the dispute over the amount of junk in the human genome. Here's a list of the previous posts.


"Conclusion: How to Reconcile Scientific Fields"

Walter concludes his paper with some thoughts on how to deal with the controversy going forward. I'm using the title that he choose. As you can see from the title, he views this as a squabble between two different scientific fields, which he usually identifies as geneticists and evolutionary biologists versus biochemists and molecular biologists. I don't agree with this distinction. I'm a biochemist and molecular biologist, not a geneticist or an evolutionary biologist, and still I think that many of his arguments are flawed.

Let's see what he has to say about reconciliation.

Science thrives from integrating diverse viewpoints—the more diverse the team, the better the science.[107] Previous attempts at reconciling the divergent assessments about the functional significance of the large number of ncRNAs transcribed from most of the human genome by pointing out that the scientific approaches of geneticists, evolutionary biologists and molecular biologists/biochemists provide complementary information[42] was met with further skepticism.[74] Perhaps a first step toward reconciliation, now that ncRNAs appear to increasingly leave the junkyard,[35] would be to substitute the needlessly categorical and derogative word RNA (or DNA) “junk” for the more agnostic and neutral term “ncRNA of unknown phenotypic function”, or “ncRNAupf”. After all, everyone seems to agree that the controversy mostly stems from divergent definitions of the term “function”,[42, 74] which each scientific field necessarily defines based on its own need for understanding the molecular and mechanistic details of a system (Figure 3). In addition, “of unknown phenotypic function” honors the null hypothesis that no function manifesting in a phenotype is currently known, but may still be discovered. It also allows for the possibility that, in the end, some transcribed ncRNAs may never be assigned a bona fide function.

First, let's take note of the fact that this is a discussion about whether a large percentage of transcripts are functional or not. It is not about the bigger picture of whether most of the genome is junk in spite of the fact that Nils Walter frames it in that manner. This becomes clear when you stop and consider the implications of Walter's claim. Let's assume that there really are 200,000 functional non-coding genes in the human genome. If we assume that each one is about 1000 bp long then this amounts to 6.5% of the genome—a value that can easily be accommodated within the 10% of the genome that's conserved and functional.

Now let's look at how he frames the actual disagreement. He says that the groups on both sides of the argument provide "complementary information." Really? One group says that if you can delete a given region of DNA with no effect on the survival of the individual or the species then it's junk and the other group says that it still could have a function as long as it's doing something like being transcribed or binding a transcription factor. Those don't look like "complimentary" opinions to me.

His first step toward reconciliation starts with "now that ncRNAs appear to increasingly leave the junkyard." That's not a very conciliatory way to start a conversation because it immediately brings up the question of how many ncRNAs we're talking about. Well-characterized non-coding genes include ribosomal RNA genes (~600), tRNA genes (~200), the collection of small non-coding genes (snRNA, snoRNA, microRNA, siRNA, PiWi RNA)(~200), several lncRNAs (<100), and genes for several specialized RNAs such as 7SL and the RNA component of RNAse P (~10). I think that there are no more than 1000 extra non-coding genes falling outside these well-known examples and that's a generous estimate. If he has evidence for large numbers that have left the junkyard then he should have presented it.

Walter goes on to propose that we should divide non-coding transcripts into two categories; those with well-characterized functions and "ncRNA of unknown function." That's ridiculous. That is not a "agnostic and neutral term." It implies that non-conserved transcripts that are present at less that one copy per cell could still have a function in spite of the fact that spurious transcription is well-documented. In fact, he basically admits this interpretation at the end of the paragraph where he says that using this description (ncRNA of unknown function) preserves the possibility that a function might be discovered in the future. He thinks this is the "null hypothesis."

The real null hypothesis is that a transcript has no function until it can be demonstrated. Notice that I use the word "transcript" to describe these RNAs instead of "ncRNA" or "ncRNA of unknown phenotypic function." I don't think we lose anything by using the word "transcript."

Walter also address the meaning of "function" by claiming that different scientific fields use different definitions as though that excuses the conflict. But that's not an accurate portrayal of the problem. All scientists, no matter what field they identify with, are interested in coming up with a way of identifying functional DNA. There are many biochemists and molecular biologists who accept the maintenance definition as the best available definition of function. As scientists, they are more than willing to entertain any reasonable scientific arguments in favor of a different definition but nobody, including Nils Walter, has come up with such arguments.

Now let's look at the final paragraph of Walter's essay.

Most bioscientists will also agree that we need to continue advancing from simply cataloging non-coding regions of the human genome toward characterizing ncRNA functions, both elementally and phenotypically, an endeavor of great challenge that requires everyone's input. Solving the enigma of human gene expression, so intricately linked to the regulatory roles of ncRNAs, holds the key to devising personalized medicines to treat most, if not all, human diseases, rendering the stakes high, and unresolved disputes counterproductive.[108] The fact that newly ascendant RNA therapeutics that directly interface with cellular RNAs seem to finally show us a path to success in this challenge[109] only makes the need for deciphering ncRNA function more urgent. Succeeding in this goal would finally fulfill the promise of the human genome project after it revealed so much non-protein coding sequence (Figure 1). As a side effect, it may make updating Wikipedia and encyclopedia entries less controversial.

I agree that it's time for scientists to start identifying those transcripts that have a true function. I'll go one step further; it's time to stop pretending that there might be hundreds of thousands of functional transcripts until you actually have some data to support such a claim.

I take issue with the phrase "solving the enigma of human gene expression." I think we already have a very good understanding of the fundamental mechanisms of gene expression in eukaryotes, including the transitions between open and closed chromatin domains. There may be a few odd cases that deviate from the norm (e.g. Xist) but that hardly qualifies as an "enigma." He then goes on to say that this "enigma" is "intricately linked to the regulatory roles of ncRNAs" but that's not a fact, it's what's in dispute and why we have to start identifying the true function (if any) of most transcripts. Oh, and by the way, sorting out which parts of the genome contain real non-coding genes may contribute to our understanding of genetic diseases in humans but it won't help solve the big problem of how much of our genome is junk because mutations in junk DNA can cause genetic diseases.

Sorting out which transcripts are functional and which ones are not will help fill in the 10% of the genome that's functional but it will have little effect on the bigger picture of a genome that's 90% junk.

We've known that less than 2% of the genome codes for proteins since the late 1960s—long before the draft sequence of the human genome was published in 2001—and we've known for just as long that lots of non-coding DNA has a function. It would be helpful if these facts were made more widely known instead of implying that they were only dscovered when the human genome was sequenced.

Once we sort out which transcripts are functional, we'll be in a much better position to describe the all the facts when we edit Wikipedia articles. Until that time, I (and others) will continue to resist the attempts by the students in Nils Walter's class to remove all references to junk DNA.


Walter, N.G. (2024) Are non‐protein coding RNAs junk or treasure? An attempt to explain and reconcile opposing viewpoints of whether the human genome is mostly transcribed into non‐functional or functional RNAs. BioEssays:2300201. [doi: 10.1002/bies.202300201]

Thursday, March 14, 2024

Nils Walter disputes junk DNA: (8) Transcription factors and their binding sites

I'm discussing a recent paper published by Nils Walter (Walter, 2024). He is arguing against junk DNA by claiming that the human genome contains large numbers of non-coding genes.

This is the seventh post in the series. The first one outlines the issues that led to the current paper and the second one describes Walter's view of a paradigm shift/shaft. The third post describes the differing views on how to define key terms such as 'gene' and 'function.' In the fourth post I discuss his claim that differing opinions on junk DNA are mainly due to philosophical disagreements. The fifth, sixth, and seventh posts address specific arguments in the junk DNA debate.

Wednesday, March 13, 2024

Nils Walter disputes junk DNA: (7) Conservation of transcribed DNA

I'm discussing a recent paper published by Nils Walter (Walter, 2024). He is arguing against junk DNA by claiming that the human genome contains large numbers of non-coding genes.

This is the seventh post in the series. The first one outlines the issues that led to the current paper and the second one describes Walter's view of a paradigm shift/shaft. The third post describes the differing views on how to define key terms such as 'gene' and 'function.' In the fourth post I discuss his claim that differing opinions on junk DNA are mainly due to philosophical disagreements. The fifth and sixth posts address specific arguments in the junk DNA debate.


Sequence conservation

If you don't know what a transcript is doing then how are you going to know whether it's a spurious transcript or one with an unknown function? One of the best ways is to check and see whether the DNA sequence is conserved. There's a powerful correlation between sequence conservation and function: as a general rule, functional sequences are conserved and non-conserved sequences can be deleted without consequence.

There might be an exception to the the conservation criterion in the case of de novo genes. They arise relatively recently so there's no history of conservation. That's why purifying selection is a better criterion. Now that we have the sequences of thousands of human genomes, we can check to see whether a given stretch of DNA is constrained by selection or whether it accumulates mutations at the rate we expect if its sequence were irrelevant junk DNA (neutral rate). The results show that less than 10% of our genome is being preserved by purifying selection. This is consistent with all the other arguments that 90% of our genome is junk and inconsistent with arguments that most of our genome is functional.

This sounds like a problem for the anti-junk crowd. Let's see how it's addressed in Nils Walter's article in BioEssays.

There are several hand-waving objections to using conservation as an indication of function and Walter uses them all plus one unique argument that we'll get to shortly. Let's deal with some of the "facts" that he discusses in his defense of function. He seems to agree that much of the genome is not conserved even though it's transcribed. In spite of this, he says,

"... the estimates of the fraction of the human genome that carries function is still being upward corrected, with the best estimate of confirmed ncRNAs now having surpassed protein-coding genes,[12] although so far only 10%–40% of these ncRNAs have been shown to have a function in, for example, cell morphology and proliferation, under at least one set of defined conditions."

This is typical of the rhetoric in his discussion of sequence conservation. He seems to be saying that there are more than 20,000 "confirmed" non-coding genes but only 10%-40% of them have been shown to have a function! That doesn't make any sense since the whole point of this debate is how to identify function.

Here's another bunch of arguments that Walter advances to demonstrate that a given sequence could be functional but not conserved. I'm going to quote the entire thing to give you a good sense of Walter's opinion.

A second limitation of a sequence-based conservation analysis of function is illustrated by recent insights from the functional probing of riboswitches. RNA structure, and hence dynamics and function, is generally established co-transcriptionally, as evident from, for example, bacterial ncRNAs including riboswitches and ribosomal RNAs, as well as the co-transcriptional alternative splicing of eukaryotic pre-mRNAs, responsible for the important, vast diversification of the human proteome across ∼200 cell types by excision of varying ncRNA introns. In the latter case, it is becoming increasingly clear that splicing regulation involves multiple layers synergistically controlled by the splicing machinery, transcription process, and chromatin structure. In the case of riboswitches, the interactions of the ncRNA with its multiple protein effectors functionally engage essentially all of its nucleotides, sequence-conserved or not, including those responsible for affecting specific distances between other functional elements. Consequently, the expression platform—equally important for the gene regulatory function as the conserved aptamer domain—tends to be far less conserved, because it interacts with the idiosyncratic gene expression machinery of the bacterium. Consequently, taking a riboswitch out of this native environment into a different cell type for synthetic biology purposes has been notoriously challenging. These examples of a holistic functioning of ncRNAs in their species-specific cellular context lay bare the limited power of pure sequence conservation in predicting all functionally relevant nucleotides.

I don't know much about riboswitches so I can't comment on that. As for alternative splicing, I assume he's suggesting that much of the DNA sequence for large introns is required for alternative splicing. That's just not correct. You can have effective alternative splicing with small introns. The only essential parts of introns sequences are the splice sites and a minimum amount of spacer.

Part of what he's getting at is the fact that you can have a functional transcript where the actual nucleotide sequence doesn't matter so it won't look conserved. That's correct. There are such sequences. For example, there seem to be some examples of enhancer RNAs, which are transcripts in the regulatory region of a gene where it's the act of transcription that's important (to maintain an open chromatin conformation, for example) and not the transcript itself. Similarly, not all intron sequences are junk because some spacer sequence in required to maintain a minimum distance between splice sites. All this is covered in Chapter 8 of my book ("Noncoding Genes and Junk RNA").

Are these examples enough to toss out the idea of sequence conservation as a proxy for function and assume that there are tens of thousands of such non-conserved genes in the human genome? I think not. The null hypothesis still holds. If you don't have any evidence of function then the transcript doesn't have a function—you may find a function at some time in the future but right now it doesn't have one. Some of the evidence for function could be sequence conservation but the absence of conservation is not an argument for function. If conservation doesn't work then you have to come up with some other evidence.

It's worth mentioning that, in the broadest sense, purifying selection isn't confined to nucleotide sequence. It can also take into account deletions and insertions. If a given region of the genome is deficient in random insertions and deletions then that's an indication of function in spite of the fact that the nucleotide sequence isn't maintained by purifying selection. The maintenance definition of function isn't restricted to sequence—it also covers bulk DNA and spacer DNA.

(This is a good time to bring up a related point. The absence of conservation (size or sequence) is not evidence of junk. Just because a given stretch of DNA isn't maintained by purifying selection does not prove that it is junk DNA. The evidence for a genome full of junk DNA comes from different sources and that evidence doesn't apply to every little bit of DNA taken individually. On the other hand, the maintenance function argument is about demonstrating whether a particular region has a function or not and it's about the proper null hypothesis when there's no evidence of function. The burden of proof is on those who claim that a transcript is functional.)

This brings us to the main point of Walter's objection to sequence conservation as an indication of function. You can see hints of it in the previous quotation where he talks about "holistic functioning of ncRNAs in their species-specific cellular context," but there's more ...

Some evolutionary biologists and philosophers have suggested that sequence conservation among genomes should be the primary, or perhaps only, criterion to identify functional genetic elements. This line of thinking is based on 50 years of success defining housekeeping and other genes (mostly coding for proteins) based on their sequence conservation. It does not, however, fully acknowledge that evolution does not actually select for sequence conservation. Instead, nature selects for the structure, dynamics and function of a gene, and its transcription and (if protein coding) translation products; as well as for the inertia of the same in pathways in which they are not involved. All that, while residing in the crowded environment of a cell far from equilibrium that is driven primarily by the relative kinetics of all possible interactions. Given the complexity and time dependence of the cellular environment and its environmental exposures, it is currently impossible to fully understand the emergent properties of life based on simple cause-and-effect reasoning.

The way I see it, his most important argument is that life is very complicated and we don't currently understand all of it's emergent properties. This means that he is looking for ways to explain the complexity that he expects to be there. The possibility that there might be several hundred thousand regulatory RNAs seems to fulfil this need so they must exist. According to Nils Walter, the fact that we haven't (yet) proven that they exist is just a temporary lull on the way to rigorous proof.

This seems to be a common theme among those scientists who share this viewpoint. We can see it in John Mattick's writings as well. It's as though the logic of having a genome full of regulatory RNA genes is so powerful that it doesn't require strong supporting evidence and can't be challenged by contradictory evidence. The argument seems somewhat mystical to me. Its proponents are making the a priori assumption that humans just have to be a lot more complicated than what "reductionist" science is indicating and all they have to do is discover what that extra layer of complexity is all about. According to this view, the idea that our genome is full of junk must be wrong because it seems to preclude the possibility that our genome could explain what it's like to be human.


Walter, N.G. (2024) Are non‐protein coding RNAs junk or treasure? An attempt to explain and reconcile opposing viewpoints of whether the human genome is mostly transcribed into non‐functional or functional RNAs. BioEssays:2300201. [doi: 10.1002/bies.202300201]

Sunday, March 10, 2024

The neutralist-selectionist debate in 2024

The neutral theory was first proposed by Mootoo Kimura in 1968 (Kimura, 1968). The following year, a similar idea was published in a seminal paper by Jack King and Thomas Jukes (King and Jukes, 1969). King and Jukes emphasized the importance of non-Darwinian mechanisms of evolution in order to explain protein based phylogenetic trees and the molecular clock. They made it clear that neutral alleles fixed by random genetic drift play an important part in evolution.

There appears to be considerable latitude at the molecular level for random genetic changes that have no effect upon the fitness of the organism. Selectively neutral mutations, if they occur, become passively fixed as evolutionary changes through the action of random genetic drift.

The idea of selectively neutral changes at the molecular level has not been readily accepted by many classical evolutionists, perhaps because of the pervasiveness of Darwinian thought (King and Jukes, 1969).

Thursday, March 07, 2024

Why Philosophy of Biology?

Robert Lawrence Kuhn has published a series of videos on his "Closer to Truth" site. On March 4, 2024 he posted a teaser video introducing Season 23: "Why Philosophy of Biology." The video contains short clips of his interviews with philosophers of biology (see list below).

Here's the blurb covering the introduction to the new season.

How can philosophy advance biology? How can biology influence philosophy? In this first series on Philosophy of Biology, Closer to Truth explores the challenges and implications of evolution. We ask how life on earth came to be as it is, and how humans came to be as we are. We address biologically based issues, such as sex/gender, race, cognition, culture, morality, healthcare, religion, alien life, and more. When philosophy and biology meet, sparks fly as both are enriched.

Those are all interesting questions. Some of them can only be answered by philosophers but others require major input from scientists. One of the important issues for philosophy of science seems to be the confict between the philosophy of the early 20th century, which was developed with physics as the model science, and the the success of molecular biology in the latter half of the 20th century, which didn't play by the same rules. (See the short interview with Paul Griffiths, whom I greatly admire, for a succinct explanation of this problem.)

I'm very conflicted about the role of philosphy in understanding the science of biology and even more conflicted about whether philosophers can recognize good science from bad science (Richard Dawkins, Denis Noble). I'm also puzzled by the apparent reluctance of philosophers to openly challenge their colleagues who get the science wrong. Watch the video to see if my scepticism is warranted.


Monday, March 04, 2024

Nils Walter disputes junk DNA: (6) The C-value paradox

I'm discussing a recent paper published by Nils Walter (Walter, 2024). He is arguing against junk DNA by claiming that the human genome contains large numbers of non-coding genes.

This is the fifth post in the series. The first one outlines the issues that led to the current paper and the second one describes Walter's view of a paradigm shift/shaft. The third post describes the differing views on how to define key terms such as 'gene' and 'function.' In the fourth post I discuss his claim that differing opinions on junk DNA are mainly due to philosophical disagreements.

Sunday, March 03, 2024

Nils Walter disputes junk DNA: (5) What does the number of transcripts per cell tell us about function?

I'm discussing a recent paper published by Nils Walter (Walter, 2024). He is arguing against junk DNA by claiming that the human genome contains large numbers of non-coding genes.

This is the fifth post in the series. The first one outlines the issues that led to the current paper and the second one describes Walter's view of a paradigm shift. The third post describes the differing views on how to define key terms such as 'gene' and 'function.' The fourth post makes the case that differing views on junk DNA are mainly due to philosophical disagreements.

-Nils Walter disputes junk DNA: (1) The surprise

-Nils Walter disputes junk DNA: (2) The paradigm shaft

-Nils Walter disputes junk DNA: (3) Defining 'gene' and 'function'

-Nils Walter disputes junk DNA: (4) Different views of non-functional transcripts

Transcripts vs junk DNA

The most important issue, according to Nils Walter, is whether the human genome contains huge numbers of genes for lncRNAs and other types of regulatory RNAs. He doesn't give us any indication of how many of these potential genes he thinks exist or what percentage of the genome they cover. This is important since he's arguing against junk DNA but we don't know how much junk he's willing to accept.

There are several hundred thousand transcripts in the RNA databases. Most of them are identified as lncRNAs because they are bigger than 200 bp. Let's assume, for the sake of argument, that 200,000 of these transcripts have a biologically relevant function and therefore there are 200,000 non-coding genes. A typical size might be 1000 bp so these genes would take up about 6.5% of the genome. That's about 10 times the number of protein-coding genes and more than 6 times the amount of coding DNA.

That's not going to make much of a difference in the junk DNA debate since proponents of junk DNA argue that 90% of the genome is junk and 10% is functional. All of those non-coding genes can be accommodated within the 10%.

The ENCODE researchers made a big deal out of pervasive transcription back in 2007 and again in 2012. We can quibble about the exact numbers but let's say that 80% of the human is transcribed. We know that protein-coding genes occupy at least 40% percent of the genome so much of this pervasive transcription is introns. If all of the presumptive regulatory genes are located in the remaining 40% (i.e. none in introns), and the average size is 1000 bp, then this could be about 1.24 million non-coding genes. Is this reasonable? Is this what Nils Walter is proposing?

I think there's some confusion about the difference between large numbers of functional transcripts and the bigger picture of how much total junk DNA there is in the human genome. I wish the opponents of junk DNA would commit to how much of the genome they think is functional and what evidence they have to support that position.

But they don't. So instead we're stuck with debates about how to decide whether some transcripts are functional or junk.

What does transcript concentration tell us about function?

If most detectable transcripts are due to spurious transcription of junk DNA then you would expect these transcripts to be present at very low levels. This turns out to be true as Nils Walter admits. He notes that "fewer than 1000 lncRNAs are present at greater than one copy per cell."

This is a problem for those who advocate that many of these low abundance transcripts must be functional. We are familiar with several of the ad hoc hypotheses that have been advanced to get around this problem. John Mattick has been promoting them for years [John Mattick's new paradigm shaft].

Walter advances two of these excuses. First, he says that a critical RNA may be present at an average of one molecule per cell but it might be abundant in just one specialized cell in the tissue. Furthermore, their expression might be transient so they can only be detected at certain times during development and we might not have assayed cells at the right time. I assume he's advocating that there might be a short burst of a large number of these extremely specialized regulatory RNAs in these special cells.

As far as I know, there aren't many examples of such specialized gene expression. You would need at least 100,000 examples in order to make a viable case for function.

His second argument is that many regulatory RNAs are restricted to the nucleus where they only need to bind to one regulatory sequence to carry out their function. This ignores the mass action laws that govern such interactions. If you apply the same reasoning to proteins then you would only need one lac repressor protein to shut down the lac operon in E. coli but we've known for 50 years that this doesn't work in spite of the fact that the lac repressor association constant shows that it is one of the tightest binding proteins known [DNA Binding Proteins]. This is covered in my biochemistry textbook on pages 650-651.1

If you apply the same reasoning to mammalian regulatory proteins then it turns out that you need 10,000 transcription factor molecules per nucleus in order to ensure that a few specific sites are occupied. That's not only because of the chemistry of binary interactions but also because the human genome is full of spurious sites that resemble the target regulatory sequence [The Specificity of DNA Binding Proteins]. I cover this in my book in Chapter 8: "Noncoding Genes and Junk RNA" in the section titled "On the important properties of DNA-binding proteins" (pp. 200-204). I use the estrogen receptor as an example based on calculations that were done in the mid-1970s. The same principles apply to regulatory RNAs.

This is a disagreement based entirely on biochemistry and molecular biology. There aren't enough examples (evidence) to make the first argument convincing and the second argument makes no sense in light of what we know about the interactions between molecules inside of the cell (or nucleus).

Note: I can almost excuse the fact that Nils Walter ignores my book on junk DNA, my biochemistry textbook, and my blog posts, but I can't excuse the fact that his main arguments have been challenged repeatedly in the scientific literature. A good scientist should go out of their way to seek out objections to their views and address them directly.


1. In addition to the thermodynamic (equilibrium) problem, there's a kinetic problem. DNA binding proteins can find their binding sites relatively quickly by one dimensional diffusion—an option that's not readily available to regulatory RNAs [Slip Slidin' Along - How DNA Binding Proteins Find Their Target].

Walter, N.G. (2024) Are non‐protein coding RNAs junk or treasure? An attempt to explain and reconcile opposing viewpoints of whether the human genome is mostly transcribed into non‐functional or functional RNAs. BioEssays:2300201. [doi: 10.1002/bies.202300201]

Saturday, March 02, 2024

Nils Walter disputes junk DNA: (4) Different views of non-functional transcripts

I'm discussing a recent paper published by Nils Walter (Walter, 2024). He is trying to explain the conflict between proponents of junk DNA and their opponents. His main focus is building a case for large numbers of non-coding genes.

This is the third post in the series. The first one outlines the issues that led to the current paper and the second one describes Walter's view of a paradigm shift. The third post describes the differing views on how to define key terms such as 'gene' and 'function.' In this post I'll describe the heart of the dispute according to Nils Walter.

-Nils Walter disputes junk DNA: (1) The surprise

-Nils Walter disputes junk DNA: (2) The paradigm shaft

-Nils Walter disputes junk DNA: (3) Defining 'gene' and 'function'

Thursday, February 29, 2024

Nils Walter disputes junk DNA: (3) Defining 'gene' and 'function'

I'm discussing a recent paper published by Nils Walter (Walter, 2024). He is trying to explain the conflict between proponents of junk DNA and their opponents. His main focus is building a case for large numbers of non-coding genes.

This is the third post in the series. The first one outlines the issues that led to the current paper and the second one describes Walter's view of a paradigm shift.

-Nils Walter disputes junk DNA: (1) The surprise

-Nils Walter disputes junk DNA: (2) The paradigm shaft

Any serious debate requires some definitions and the debate over junk DNA is no exception. It's important that everyone is on the same page when using specific words and phrases. Nils Walter recognizes this so he begins his paper with a section called "Starting with the basics: Defining 'function' and 'gene'."

Tuesday, February 27, 2024

Nils Walter disputes junk DNA: (2) The paradigm shaft

I'm discussing a recent paper published by Nils Walter (Walter, 2024). He is trying to explain the conflict between proponents of junk DNA and their opponents. His main focus is building a case for large numbers of non-coding genes.

This is the second post in the series. The first one outlines the issues that led to the current paper.

Nils Walter disputes junk DNA: (1) The surprise

Walter begins his defense of function by outlining a "paradigm shift" that's illustrated in Figure 1.

FIGURE 1: Assessment of the information content of the human genome ∼20 years before (left)[110] and after (right)[111] the Human Genome Project was preliminarily completed, drawn roughly to scale.[9] This significant progress can be described per Thomas Kuhn as a “paradigm shift” flanked by extended periods of “normal science”, during which investigations are designed and results interpreted within the dominant conceptual frameworks of the sub-disciplines.[9] Others have characterized this leap in assigning newly discovered ncRNAs at least a rudimentary (elemental) biochemical activity and thus function as excessively optimistic, or Panglossian, since it partially extrapolates from the known to the unknown.[75] Adapted from Ref. [9].

Reference #9 is a paper by John Mattick promoting a "Kuhnian revolution" in molecular biology. I've already discussed that paper as an example of a paradigm shaft, which is defined as a strawman "paradigm" set up to make your work look like revolutionary [John Mattick's new paradigm shaft]. Here's the figure from the Mattick paper.

The Walter figure is another example of a paradigm shaft—not to be confused with a real paradigm shift.1 Both pie charts misrepresent the amount of functional DNA since they don't show regulatory sequences, centromeres, telomeres, origins of replication, and SARS. Together, these account for more functional DNA than the functional regions of protein-coding genes and non-coding genes. We didn't know the exact amounts in 1980 but we sure knew they existed. I cover this in Chapter 5 of my book: "The Big Picture."

The 1980 view also implies, incorrectly, that we knew nothing about the non-functional component of the genome when, in fact, we knew by then that half of our genome was composed of transposon and viral sequences that were likely to be inactive, degenerate fragments of once active elements. (John Mattick's figure is better.)

The 2020 view implies that most intron sequences are functional since introns make up more than 40% of our genome but only about 3% of the pie chart. As far as I know, there's no evidence to support that claim. About 80% of the pie chart is devoted to transcripts identified as either small ncRNAs or lncRNAs. The implication is that the discovery of these RNAs represents a paradigm shift in our understanding of the genome.

The alternative explanation is that we've known since the late 1960s that most of the human genome is transcribed and that these transcripts—most of which turned out to be introns—are junk RNA that is confined to the nucleus and rapidly degraded. Advances in technology have enabled us to detect many examples of spurious transcripts that are present transiently at low levels in certain cells. I cover this in Chaper 8 of my book: "Noncoding Genes and Junk RNA.

The whole point of Nils Walter's paper is to defend the idea that most of these transcripts are functional and the alternative explanation is wrong. He's trying to present a balanced view of the controversy so he's well aware of the fact that some of us interpret the red part of the pie chart as spurious transcripts (junk RNA). If he's wrong, and I am right, then there's no paradigm shift.

You don't get to shift the paradigm all on our own, even if John Mattick is on your side. A true paradigm shift requires that the entire community of scientists changes their perspective and that hasn't happened.

In the next few posts we'll see whether Nils Walter can make a strong case that all those lncRNAs are functional. They cover about two-thirds of the genome in the pie chart. If we assume that the average length of these long transcripts is 2000 bp then this represents one million transcripts and potentially one million non-coding genes.


1. The term "paradigm shaft" was coined by reader Diogenes in a comment on this blog from many years ago.

Walter, N.G. (2024) Are non‐protein coding RNAs junk or treasure? An attempt to explain and reconcile opposing viewpoints of whether the human genome is mostly transcribed into non‐functional or functional RNAs. BioEssays:2300201. [doi: 10.1002/bies.202300201]

Nils Walter disputes junk DNA: (1) The surprise

Nils Walter attempts to present the case for a functional genome by reconciling opposing viewpoints. I address his criticisms of the junk DNA position and discuss his arguments in favor of large numbers of functional non-coding RNAs.

Nils Walter is Francis S. Collins Collegiate Professor of Chemistry, Biophysics, and Biological Chemistry at the University of Michigan in Ann Arbor (Michigan, USA). He works on human RNAs and claims that, "Over 75% of our genome encodes non-protein coding RNA molecules, compared with only <2% that encodes proteins." He recently published an article explaining why he opposes junk DNA.

Walter, N.G. (2024) Are non‐protein coding RNAs junk or treasure? An attempt to explain and reconcile opposing viewpoints of whether the human genome is mostly transcribed into non‐functional or functional RNAs. BioEssays:2300201. [doi: 10.1002/bies.202300201]

The human genome project's lasting legacies are the emerging insights into human physiology and disease, and the ascendance of biology as the dominant science of the 21st century. Sequencing revealed that >90% of the human genome is not coding for proteins, as originally thought, but rather is overwhelmingly transcribed into non-protein coding, or non-coding, RNAs (ncRNAs). This discovery initially led to the hypothesis that most genomic DNA is “junk”, a term still championed by some geneticists and evolutionary biologists. In contrast, molecular biologists and biochemists studying the vast number of transcripts produced from most of this genome “junk” often surmise that these ncRNAs have biological significance. What gives? This essay contrasts the two opposing, extant viewpoints, aiming to explain their basis, which arise from distinct reference frames of the underlying scientific disciplines. Finally, it aims to reconcile these divergent mindsets in hopes of stimulating synergy between scientific fields.