Evolutionary trees for Darwin Day.

In time for Darwin Day, my article on “Understanding evolutionary trees” in the forthcoming issue of Evolution: Education and Outreach is now freely available as a preprint online.

Here is the article abstract:

Charles Darwin sketched his first evolutionary tree in 1837, and trees have remained a central metaphor in evolutionary biology up to the present. Today, phylogenetics—the science of constructing and evaluating hypotheses about historical patterns of descent in the form of evolutionary trees—has become pervasive within and increasingly outside evolutionary biology. Fostering skills in “tree thinking” is therefore a critical component of biological education. Conversely, misconceptions about evolutionary trees can be very detrimental to one’s understanding of the patterns and processes that have occurred in the history of life. This paper provides a basic introduction to evolutionary trees, including some guidelines for how and how not to read them. Ten of the most common misconceptions about evolutionary trees and their implications for understanding evolution are addressed.

Gregory, TR. 2008. Understanding evolutionary trees. Evolution: Education and Outreach 1: in press.

I have also started a series on the topic at DNA and Diversity.

My earlier piece “Evolution as fact, theory, and path” is also free to access.


Non-functional DNA: non-functional vs. inconsequential.

Each copy of the human genome consists of about 3,200,000,000 base pairs, and includes about 500,000 repeats of the LINE-1 transposable element (a LINE) and twice as many copies of Alu (a SINE), as compared to around 20,000 protein-coding genes. Whereas protein-coding regions represent about 1.5% of the genome, about half is made up LINE-1, Alu, and other transposable element sequences. These begin as parasites, and some continue to behave as detrimental mutagens implicated in disease. However, most of those in the human genome are no longer mobile, and it is possible that many of these persist as commensal freeloaders. Finally, it has long been expected that a significant subset of non-coding elements would be co-opted by the host and take on functional roles at the organism level, and there is increasing evidence to support this.

A notable fraction of the non-genic portion of human DNA is undoubtedly involved in regulation, chromosomal function, and other important processes, but based on what we know about non-coding DNA sequences, it remains a reasonable default assumption — though one that should continue to be tested empirically — that much or perhaps most of it is not functional at the organism level. This does not mean that a search for the functional segments is futile or irrelevant — far from it, as many non-genic regions are critical for normal genomic operation and some have played an important role in many evolutionary transitions. It simply means that one must not extrapolate without warrant from discoveries involving a small fraction of sequences to the genome as a whole.

More generally, it has been known for more than 50 years that the total quantity of DNA in the genome is linked to nucleus size, cell size, cell division rate, and a wide range of organism-level characteristics that derive from these cytological features. Thus, large amounts of DNA tend to be found in large, slowly dividing cells, which in turn typically make up the bodies of organisms with low metabolisms, slow development, or other such traits. On this basis alone, one would expect to see consequences for the organism if a large quantity of non-coding DNA were eliminated from or added to the genome, even if most of the particular elements in question were neutral or detrimental under normal circumstances. Non-functional is not equivalent to inconsequential. This is especially true when there are factors operating at different levels, for example when an abundant and diverse collective of entities includes components that are variously neutral, beneficial, and detrimental to a host.

Though they cannot prove an argument, analogies are often useful for understanding an issue. In this capacity, consider the following:

  • There are roughly 1013 to 1014 individual microorganisms living in your digestive tract (Gill et al. 2006), which is on par with, or perhaps even 10x larger than, the number of cells making up your own body. It is also two or three orders of magnitude larger than the number of humans who have ever lived, and of the number of stars in the Milky Way galaxy.
  • The assemblage of microorganisms in your intestines comprises some 500 species, most of which have never been cultured in the lab or studied in detail (Gilmore and Ferretti 2003). To put this diversity in perspective, there are only about 5,000 species of mammals on Earth today.
  • The combined “metagenome” of the microorganisms in your gut contains at least 100 times as many genes as your own genome (Gill et al. 2006).

We do not know the specific characteristics of many of the microorganisms in the gut. However, we do know that at least some of them are essential, or at least highly beneficial, for human health. Several of the species found in the gut are important mutualists, assisting with digestion and in return drawing nutrients from the food that we consume. In this sense, it is hard not to agree with Gill et al. (2006), who argue that “humans are superorganisms whose metabolism represents an amalgamation of microbial and human attributes”.

The question is, are all 10,000,000,000,000+ microbial cells that we carry with us functional for our well-being? Some certainly are. But many, maybe even most, are probably commensal freeloaders who neither harm nor benefit us, though of course their total abundance is limited to what can be carried by the host without deleterious consequences. By contrast, some gut bacteria are implicated in gastrointestinal disorders. A few are actively parasitic, but their numbers may be kept in check by our own immune system or through competition with non-pathogenic species, or because they kill the host or are killed by antibiotics. Some, such as the well known Escherichia coli, can be harmless or deadly depending on the presence of particular genes. Thus, the total number of microorganisms, and the relative diversity of species that this encompasses, is influenced by a complex interaction of factors internal to the gut (e.g., who invades, which microorganisms are already present, how efficiently they reproduce) and higher-level conditions (e.g., human immune response, dietary effects on which nutrients are present, positive or negative effects on the host).

What we know about bacteria and other microorganisms makes for a reasonable default assumption that much or even most of what is found in the gut is not there because it provides a direct benefit to humans. On the flipside, we have good reason to expect that some, perhaps even a large fraction, of these organisms are beneficial. Therefore, we require evidence to show that any particular species is functional from the human point of view, and that its abundance is determined on this basis. The search for such evidence is important, but it occurs against a backdrop of realizing that bacteria could be there for their own benefit only, whether or not that has any adverse effects on our well-being as hosts. Establishing that a specific strain of bacteria in the digestive tract is beneficial does not justify the conclusion that all bacteria in the gut are mutualistic. It does not even imply that all individuals of the helpful strain are essential, because the optimal abundance for the host and the pressures for reproduction of the microorganisms may not converge on the same quantity.

If one were to remove the microorganisms from the gut, or to significantly alter their species composition or abundance, one would expect to see consequences for host health. This would be true even if most of the particular organisms in question were neutral or detrimental in normal circumstances. As with non-genic elements in the genome, this means that even if many organisms in the gut are non-functional from the host’s perspective, their presence is not inconsequential for the biology of an animal carrying them.


Darwin Day.

Today is the 199th anniversary of Charles Darwin’s (and Abraham Lincoln’s) birth, and is being celebrated around the globe as Darwin Day. Here are some things to check out.

The evidence and the quality of the theory, not the man, is the source of authority.
Source



The junk DNA collection.

In this post, I will maintain an up to date list of substantive posts dealing with the topic of “junk DNA” on this blog and various others.

Genomicron


Sandwalk

See also

Quintessence of Dust

Pharyngula



Non-functional DNA: quantity.

In my previous post, I noted that because of what we understand about the nature, origins, and cross-taxon quantitative diversity of the various sorts of non-genic DNA in large eukaryote genomes, the default assumption is that much or even most of it is not functional at the cell and organism levels. Thus, the burden of proof rests with authors who claim that a large fraction, or indeed most or all, of this DNA is functional for the organisms in which it occurs.

This should not be construed as claiming that all non-genic DNA is assumed to be non-functional. I have pointed out in various preceding posts that even those who postulated non-adaptive explanations for its existence did not rule out — and indeed, explicitly favoured — the notion that a significant portion would turn out to serve a function. You need not take my word for this, as it is not difficult to find unambiguous statements from the original authors themselves.

For example, here are Orgel and Crick (1980) who, along with Doolittle and Sapienza (1980), first proposed the concept of “selfish DNA” in detail:

It would be surprising if the host genome did not occasionally find some use for particular selfish DNA sequences, especially if there were many different sequences widely distributed over the chromosomes. One obvious use … would be for control purposes at one level or another.

Here, too, is Comings (1972), the first person to use the term “junk DNA” in print and the first to provide a substantive discussion of the topic. (The term was coined by Ohno in 1972, but Comings’s paper appeared in print first, citing Ohno as ‘in press’, and Ohno used the term only in the title).

These considerations suggest that up to 20% of the genome is actively used and the remaining 80+% is junk. But being junk doesn’t mean it is entirely useless. Common sense suggests that anything that is completely useless would be discarded. There are several possible functions for junk DNA.

The use of the terms “selfish DNA” or “junk DNA” has changed over time, and both are now often applied to all non-genic DNA, rather than to the sequences to which they originally referred (i.e., transposable elements and pseudogenes, respectively). Moreover, it seems that many authors — at least those whose studies focus primarily on protein-coding genes and DNA sequencing — believe that the assumption has been that all non-genic DNA is “junk” in the sense of totally non-functional. However, amidst any such assumptions there has always been a diversity of views on the subject, ranging from assuming that most non-genic DNA is non-functional (as in the quotes above) to expecting it all to be functional — the latter being a position held by strict adaptationists, and a large part of the motivation for proposing the alternative view of selfish DNA the first place.

As with many issues in evolution, this is a matter of relative quantity, not an exclusive dichotomy. We may reasonably expect a significant fraction of non-genic DNA to show evidence of function, and the pursuit of such evidence is a valid and important endeavour. It does not follow, however, that the pendulum must be perceived to swing from entirely functional to entirely non-functional and back again. We will undoubtedly refine our estimates of the amount of non-genic DNA that is mutualistic at the organism level, how much is commensal, and how much is best characterized as parasitic in nature.

As it stands, the evidence suggests that about 5% of the human genome is functional at the organism level. The total may be higher — as noted, Comings suggested 20% is actively utilized. It is conceivable that 50% or more of the genome is functional, perhaps in structural roles or some other higher-order capacity. It would require evidence to support this contention, however, and the question would remain as to why an onion requires 5x more of this structural or otherwise essential DNA, and why some of its close relatives can get by with half as much while others have twice the onion amount. There is nothing remarkable about onions in this sense, by the way — animal genome sizes alone cover a more than 7,000-fold range, and even among vertebrates there is a 350-fold difference. The range among single-celled protozoa is at least 30,000-fold, though even higher estimates have been presented.

The take home message is simply this. What we know about eukaryote genomes suggests that there are many mechanisms that can add non-coding DNA that do not require it to be functional. This does not in any way preclude the possibility of, or invalidate the search for, function in some, many, or possibly even most of those non-coding components. How much proves to be functional is an empirical question, and at present the indication seems to be that most non-genic DNA is non-functional. That said, non-functional is not the same as inconsequential.

________

Comings, D.E. 1972. The structure and function of chromatin. Advances in Human Genetics 3: 237-431.

Doolittle, W.F. and C. Sapienza. 1980. Selfish genes, the phenotype paradigm and genome evolution. Nature 284: 601-603.

Ohno, S. 1972. So much “junk” DNA in our genome. In Evolution of Genetic Systems (ed. H.H. Smith), pp. 366-370. Gordon and Breach, New York.

Orgel, L.E. and F.H.C. Crick. 1980. Selfish DNA: the ultimate parasite. Nature 284: 604-607.



Non-functional DNA: the burden of proof.

If one studies a genome sequence and comes across a region that is of the length and arrangement of a protein-encoding gene, and is enclosed but not interrupted by start and stop codons, then one can reasonably infer that this sequence is likely to be functional, even if no other evidence is yet in hand for what its potential protein product may do. If someone doubted that this were actually a protein-coding gene, then additional evidence would be expected to show this, for example by showing that it is really an artifact, or a pseudogene, or indicating that it is probably not functional despite the characteristics that suggest that it is.

Many non-genic sequences that are conserved across taxa or which exhibit characteristics consistent with regulatory regions or binding sites or structural components may be treated in the same way as finding an open reading frame as noted above. For most non-coding DNA, there is no such evidence of probable function, however. In fact, as the Sandwalk series on “junk DNA” notes, most non-coding DNA is of a type for which there is little reason to expect function. Inactive vestiges of transposable elements and pseudogenes may occasionally be functional, but there is no reason to assume that they all are given what we know about how they form. Moreover, the massive differences in genome size (i.e., amount of non-genic DNA) among taxa, including species that would be expected to have similar regulatory, mutational buffering, or structural requirements, suggests that much of it is indeed lacking in a universally applied function.

The default assumption by those who accept non-adaptive evolutionary outcomes is that much or even most of a larger genome is not functional for the cell or organism level. This is because of what we do know about these sequences, not because of what we don’t know. Therefore the burden of providing evidence to the contrary is on those who argue that all or even a large percentage of non-coding DNA has a function, which requires an explanation for the variation in DNA amount among eukaryotes in addition to empirical evidence for function at least in general terms, if not as an indication of what the function probably is.


Dinosaurs made from pseudogenes?

Matt Ridley, author of such books as The Red Queen, Genome, and The Origins of Virtue (and not to be confused with biologist Mark Ridley), asks the question “Will we clone a dinosaur?” in Time Magazine. His answer, at least in terms of the Jurassic Park sense of cloning a dinosaur from ancient DNA, is either “no” or “definitely not”.

Yet, Ridley argues for a different possible revival of dinosaur-like animals, ones built through genetic engineering. He notes three things that he considers encouraging in this regard. The first is that dinosaurs aren’t really extinct, or at least that they did leave a diverse line of descendants — namely birds. Second, important regulatory genes, such as the Hox genes that play a major role in directing development, are generally quite conserved across animal lineages. No doubt, the third will be of particular interest to readers of this blog and indeed Ridley singles it out:

Third, and most exciting, geneticists are finding many “pseudogenes” in human and animal DNA–copies of old, discarded genes. It’s a bit like finding the manual for a typewriter bound into the back of the manual for your latest word-processing software. There may be a lot of interesting obsolete instructions hidden in our genes.

Put these three premises together, and the implication is clear: the dino genes are still out there.

I remember an episode of Star Trek – The Next Generation in which the introns of the crew members’ genomes were “reactivated”, and this caused them to de-evolve through various stages in their species’ ancestries. Of course, introns include various types of DNA sequence, most of which are probably not something that could be activated in any sense. The writers probably meant to focus on pseudogenes, as Ridley did.

Pseudogenes are duplicates of protein-coding genes that either maintain the intron/exon structure of the original gene (classical pseudogenes) or lack introns because they were inserted retroactively from an RNA transcript (processed pseudogenes) — either way, they are defined by two characteristics: 1) their obvious similarity to and derivation from protein-coding genes, and 2) the fact that they no longer function in coding for a protein.

Pseudogenes can form at any time in the ancestry of a lineage, may be derived from a wide variety of genes, and may degrade by mutation or be partially deleted without consequence due to a relaxation of selection given that they no longer fulfill sequence-specific functions. Taken together, this means that it can be difficult to identify something as a pseudogene, let alone what the original sequence encoded and in which ancestor the duplication occurred. In other words, pseudogenes are not like an easily legible manual of a particular obsolete technology. They are a jumble of distorted and half-erased text from a manual that is continually being modified haphazardly.

______

Hat tip: Evolving Thoughts


The Irish might drive on the right side.

Reuters is reporting that a senior politician in Ireland suggests that they make the switch from driving on the left side of the road to right-side driving, in light of the dumb tourists from North America and continental Europe who cause accidents.

I don’t know what the Irish think about this, but I recommend phasing it in gradually like they did in Newfoundland in 1947, starting with just the large trucks.


Junk at Sandwalk.

Anyone who reads this blog but not Sandwalk (if any) should go right now and see Larry’s posts on junk DNA. Although I do not care so much for the term “junk DNA” because often it is employed ambiguously, Larry is careful to define it explicitly as sequences for which the evidence indicates nonfunction. The posts on the distinct components of the genome that are considered junk under this definition are:

Junk in your genome: LINEs

Junk in your genome: SINEs

Junk in your genome: pseudogenes

Junk in your genome: protein-encoding genes

A collection of related posts is compiled under Theme: genomes and junk DNA.

Enjoy!


There ain’t no flies in us.

So I am reading Neil Shubin’s Your Inner Fish, which as noted I was eagerly anticipating. My immediate reaction is that it will be a good little book for non-experts, but the very basic overview of topics and stilted writing style (think of the exact opposite of Stephen Jay Gould’s long, comma-filled, complex sentence constructions) will be less engaging to biologist readers. I suspect that I do not reflect the target audience, though, so no major complaint here.

The title of the book refers to species such as Tiktaalik roseae (which Dr. Shubin and his colleagues discovered, to much deserved acclaim), an extinct species that, in retrospect, held characteristics that we may consider transitional between fishes and terrestrial tetrapods. Whereas Tiktaalik itself is probably not a direct ancestor of ours, I don’t have much of a problem with the “inner fish” idea on the basis of this comparison. After all, we’re talking about extinct ancestors (or things similar to ancestors) that were fishes and from whom we have inherited some persistent characteristics despite the many changes that have occurred in our lineage.

But then on p. 59, in a discussion of developmental regulatory genes which are similar in sequence and effect in different model organisms, we find:

An “inner fly” helped find an “inner chicken”, which ultimately helped Randy [Dahn, one of Shubin’s students] find an “inner skate”. The connections among living creatures run deep.

Here is a phylogeny of the organisms being discussed, all of them modern species:


At no time was there a fly in vertebrate ancestry. There was no skate in the ancestry of terrestrial vertebrates. The ancestral amniote was not a chicken. (And, while we’re on the subject, the ancestor of humans was not a chimp). There is a common ancestor shared by all of these contemporary animals, but it was not a fly any more than it was a human. Humans do not have inner flies — and equally, flies do not have inner humans. If anything, both have an “inner-common-ancestor-of-metazoans”, but admittedly that is more accurate than it is memorable.