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Showing posts sorted by date for query genetic drift. Sort by relevance Show all posts
Showing posts sorted by date for query genetic drift. Sort by relevance Show all posts

Thursday, October 31, 2024

Philip Ball's view of alternative splicing

Genomics is a powerful tool that allows you to collect massive amounts of data that can point the way to new understanding. But it can also be abused when the results are overinterpreted. We saw an extraordinary example of this in 2012 when ENCODE made unsubstantiated claims that were quickly challenged.

I'm reminded of the caution from Sydney Brenner who warned us about genomics (Brenner, 2000) and the warning in Dan Graur's harsh critique of the 2012 ENCODE claims (Graur et al., 2013) where they said ...

The Editor-in-Chief of Science, [Bruce Alberts,] has recently expressed concern about the future of "small science," given that ENCODE-style Big Science grabs the headlines that decision makers so dearly love. Actually the main function of Big Science is to generate massive amounts of easily accessible data. The road from data to wisdom is quite long and convoluted. Insight, understanding, and scientific progress are generally achieved by "small science." ...

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).

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.

Saturday, October 14, 2023

The number of splice variants in a species correlates inversely with the population size - what does that mean?

Most of the genes in eukaryotes contain introns that are removed by splicing during processing of the primary transcript. In some cases the gene produces two different functional RNAs due to differential splicing of the introns. If the product is mRNA then two different versions of the protein can be made as shown in the figure from my book What's in Your Genome? This mechanism is known as alternative splicing.

True alternative splicing is rare—less than 5% of all genes are alternatively spliced.1 However, when you analyze all of the transcripts in a tissue you will invariably detect many transcripts from junk DNA and many low abundance splice variants. Those transcripts and splice variants are due to transcription errors and splicing errors. Splicing errors arise from the presence of weak splice sites that are occasionally recognized by the normal spliceosome or by the splice factors responsible for true alternative splicing.

Thursday, September 21, 2023

Richard Sternberg says ENCODE disproved junk DNA, therefore intelligent design

This is a video of a debate that took place in Kraków, Poland on June 2, 2023. The topic was "Intelligent design in nature—illusion or reality?" (Spoiler alert! - the answer is "illusion.") The participants were Michael Behe and Richard v. Sternberg for the creationists and Michael Ruse and Malgorzata Moczydlowska-Vidal for the science/philosophy side. The video is almost three hours long and I don't recommend watching the whole thing.

Ruse, as usual, is incoherant and more focused on religion and telling Christians how they should behave. The Polish paleontologist didn't do a very good job of addressing the claims of the creationists.1 Michael Behe gave his standard pitch about irreducible complexity and the bacterial flagellum.

The interesting part was Sternberg's defense of intelligent design. I hadn't seen him before although I've been familiar with his writings over the past twenty years. His opening presentation begins at 17:50 and it's worth watching to see how important the junk DNA debate is to the ID crowd.

Sternberg begins by noting that he was skeptical of the arguments put forward by Richard Dawkins in "The Selfish Gene" where Dawkins says that 98% of our DNA is noncoding junk. (Dawkins never said any such thing!) Sternberg says that when he started looking for function in this part of the genome he found that it was replete with function. Then he brings up the ENCODE results and claims that they challenged the concept of a gene (not true). Sternberg says that the new definition of a gene is that it is polyfunctional and "constantly changing in real time." He says,

... how can you have a theory based on an entity that you cannot define and how can you discuss the evolution of something that is kind of this amorphous notion ...

Sternberg seems to think that redefining the gene shows that evolutionary biology is out of touch with reality. He claims that the discovery of the epigenome is futher evidence that there are multiple layers of information that take us far beyond the theory of neo-Darwinism that was crafted in the nineteen teens and the 1920s.

Sternberg reflects the views of many Intelligent Design Creationists who tout the "debunking" of junk DNA as one of their greatest intellectual achievements because they predicted all along that there couldn't be large amounts of junk DNA in our genome because that's incompatible with intelligent design. What's different in the case of Richard Sternberg is that the discovery of function in most of our genome is what led him to the position that design is the best explanation.

I find it strange that Intelligent Design Creationists are relying so heavily on the so-called debunking of junk DNA, especially since in Sternberg's case he is well aware of the fact that some prominent scientists have criticized ENCODE. It's a risky strategy to put so much emphasis on a result that may turn out to be wrong. If our genome is mostly junk DNA (it is!) then the major part of their argument for design falls apart.

From reading the ID literature, it seems that they are supremely confident that most of our genome will turn out to be full of function. It will be interesting to see how they respond when the scientific community concludes that 90% of our genome is junk. From my perspective, they are digging themselves into a deep hole that will be very difficult to climb out of. Maybe it's time to stop digging?

Sternberg made one quip that's worth highlighting. At about 1:46:20 he talks about a saying that he learned in the air force; you don't receive flak unless you're over a significant target. That's cute. He uses it to explain why intelligent design is coming under such heavy attack. He is, of course, correct. When you drop bombs on people you can expect them to get upset. When you attack some of the most important concepts in science you can expect some pushback. That doesn't mean your bombing is justified. If it were justified then scientists would embrace your criticisms instead of shooting them down.

Sternberg scores big at 2:51:11 when he asks, "Can there be Darwinian evolution ... or any evolution in general, without natural selection?" The correct answer is yes. Malgorzata Moczydlowska-Vidal says no and so does Michael Ruse. Ruse then goes on to explain why he dismisses random genetic drift. Sternberg then explains neutral evolution and Michael Lynch's drift-barrier hypothesis and why some biologists use them to explain some of the ID challenges. Sternberg (and Behe) appear to know more about evolution than their opponents.


1. She concentrated on presenting evidence for the history of life but both Behe and Sternberg accept common descent and the correct age of the Earth.

Tuesday, September 12, 2023

How the Krebs cycle disproves Darwinism (not!)

You know you're in for a treat when papers published in a (previously) reputable journal make frequent references to Dennis Noble and James Shapiro.

The purpose of this post is to demonstrate that you shouldn't let creationist amateurs publish anti-evolution rants in scientific journals.


I want to discuss two papers that were recently published in the journal Progress in Biophysics and Molecular Biology. This used to be a very reputable journal but its reputation suffered a big blow in 2018 when it published a paper on panspermia. The current editor-in-chief at the time, Denis Noble, defended that article on the grounds that the origin of life is an unsolved problem and all points of view deserve to be covered in a scientific journal. Denis Noble is still on the editorial board along with Tom L. Blundell and Delphine Dean (see editorial board) and they now have to answer for publishing two creationist papers by Olen R. Brown and David A. Hullender.

Friday, August 11, 2023

What is the Modern Synthesis?

Serious criticisms of evolutionary theory have been floating around for half a century. The main focus is over the Modern Synthesis and whether it's the best explanation of evolution. That requires a throrough understanding of what the Modern Synthesis actually means and how it's understood by most evolutionary biologists.

One view is that the Modern Synthesis is almost exclusively about natural selection. If that's true, then Stephen Jay Gould makes a good case when he argues that the Modern Synthesis is effectively dead—it was killed off by the neutral theory and the recognition that random genetic drift is a major player in evolution [Is the Modern Synthesis effectively dead?].

Tuesday, August 01, 2023

Help fix the Wikipedia article on evolution

The Wikipedia article on evolution [Evolution] is a "Featured article," which means two things: (1) it is one of the best articles Wikipedia has to offer, and (2) it was voted a featured article by Wikipedia editors and that means they will resist any changes.

You will be shocked to learn that the article isn't perfect. It could use some serious updating and revision but my first attempt was reverted by an editor named Efbrazil who has vowed to revert any edits I make unless I can get his approval. So I thought I'd give it a try and you can see the result on the Talk:Evolution pages. My intitial objective is to edit the introductory paragraphs in the lead to eliminate the reference to expression of genes and to introduce the term "allele," which is covered in the main part of the article. Here's the current opening paragraphs of the lead,

In biology, evolution is the change in heritable characteristics of biological populations over successive generations.[1][2] These characteristics are the expressions of genes, which are passed on from parent to offspring during reproduction. Genetic variation tends to exist within any given population as a result of genetic mutation and recombination.[3] Evolution occurs when evolutionary processes such as natural selection (including sexual selection) and genetic drift act on this variation, resulting in certain characteristics becoming more or less common within a population over successive generations.[4] It is this process of evolution that has given rise to biodiversity at every level of biological organisation.[5][6]

The theory of evolution by natural selection was conceived independently by Charles Darwin and Alfred Russel Wallace in the mid-19th century and was set out in detail in Darwin's book On the Origin of Species.[7] Evolution by natural selection is established by observable facts about living organisms: (1) more offspring are often produced than can possibly survive; (2) traits vary among individuals with respect to their morphology, physiology, and behaviour; (3) different traits confer different rates of survival and reproduction (differential fitness); and (4) traits can be passed from generation to generation (heritability of fitness).[8] In successive generations, members of a population are therefore more likely to be replaced by the offspring of parents with favourable characteristics for that environment. In the early 20th century, other competing ideas of evolution were refuted as the modern synthesis concluded Darwinian evolution acts on Mendelian genetic variation.[9]

I'm also thinking that we should modify the following sentences that don't seem to be appropriate in a "Featured article,"

According to the now largely abandoned neutral theory of molecular evolution most evolutionary changes are the result of the fixation of neutral mutations by genetic drift.[101] In this model, most genetic changes in a population are thus the result of constant mutation pressure and genetic drift.[102] This form of the neutral theory is now largely abandoned since it does not seem to fit the genetic variation seen in nature.[103][104]

Editor Efbrazil seems to be he only editor willing to discuss these problems and he is hard to convince. If anyone else is interested in improving this Wikipedia article, I invite you to participate in the discussion on the Talk pages.


Tuesday, June 27, 2023

Gert Korthof reviews my book

Gert Korthof thinks that the current view of evolution is incomplete and he's looking for a better explanation. He just finished reading my book so he wrote a review on his blog.

Scientists say: 90% of your genome is junk. Have a nice day! Biochemist Laurence Moran defends junk DNA theory

The good news is that I've succeeded in making Gert Korthof think more seriously about junk DNA and random genetic drift. The bad news is that I seem to have given him the impression that natural selection is not an important part of evolution. Furthermore, he insists that "evolution needs both mutation and natural selection" because he doesn't like the idea that random genetic drift may be the most common mechanism of evolution. He thinks that statement only applies at the molecular level. But "evolution" doesn't just refer to adaptation at the level of organisms. It's just not true that all examples of evolution must involve natural selection.

I think I've failed to explain the null hypothesis correctly because Korthof writes,

It's clear this is a polemical book. It is a very forceful criticism of ENCODE and everyone who uncritically accepts and spreads their views including Nature and Science. I agree that this criticism is necessary. However, there is a downside. Moran writes that the ENCODE research goals of documenting all transcripts in the human genome was a waste of money. Only a relatively small group of transcripts have a proven biological function ("only 1000 lncRNAs out of 60,000 were conserved in mammals"; "the number with a proven function is less than 500 in humans"; "The correct null hypothesis is that these long noncoding RNAs are examples of noisy transcription", or junk RNA"). Furthermore, Moran also thinks it is a waste of time and money to identify the functions of the thousands of transcripts that have been found because he knows its all junk. I disagree. The null hypothesis is an hypothesis, not a fact. One cannot assume it is true. That would be the 'null dogma'.

That's a pretty serious misunderstanding of what I meant to say. I think it was a worthwhile effort to document the number of transcripts in various cell types and all the potential regulatory sequences. What I objected to was the assumption by ENCODE researchers that these transcripts and sites were functional simply because they exist. The null hypothesis is no function and scientists must provide evidence of function in order to refute the null hypothesis.

I think it would be a very good idea to stop further genomic surveys and start identifying which transcripts and putative regulatory elements are actually functional. I'd love to know the answer to that very important question. However, I recognize that it will be expensive and time consuming to investigate every transcript and every putative regulatory element. I don't think any lab is going to assign random transcripts and random transcription factor binding sites to graduate students and postdocs because I suspect that most of those sequences aren't going to have a function. If I were giving out grant money I give it to some other lab. In that sense, I believe that it would be a waste of time and money to search for the function of tens of thousands of transcripts and over one million transcription factor binding sites.

That not dogmatic. It's common sense. Most of those transcripts and binding sites are not conserved and not under purifying election. That's pretty good evidence that they aren't functional, especially if you believe in the importance of natural selection.

There's lot more to his review including some interesting appendices. I recommend that you read it carefully to see a different perspective than the one I adocate in my book.


Saturday, February 25, 2023

How Intelligent Design Creationists try to deal with the similarity between human and chimp genomes

The initial measurement of the difference between the human and chimp genomes was based on aligning 2.4 billion base pairs in the two genomes. This gave a difference of 1.23% by counting base pair substitutions and small deletions and insertions (indels). However, if you look at larger indels, including genes, you can come up with bigger values because you can count the total number of base pairs in each indel; for example, a deletion of 1,000 bp will be equivalent to 1,000 SNPs.

Saturday, January 28, 2023

ChatGPT won't pass my exams!

Here are a few questions for ChatGPT and its answers. The AI program takes the most common information on the web and spews it back at you. It cannot tell which information is correct or which information is more accurate.

It's easy to recognize that these answers were written by something that's not very good at critical thinking. I agree with other professors that they mimic typical undergraduate answers but I disagree that these answers would get them a passing grade.

ChatGPT shares one very important feature that's common in undergraduate answers to essay questions: it gives you lots of unecessary information that's not directly relevant to the question.

It's important to note that (lol) these ChatGPT answers share another important feature with many of the answers on my exams: they look very much like BS!

Monday, December 12, 2022

Did molecular biology make any contribution to evolutionary theory?

Some evolutionary biologists think—incorrectly, in my opinion—that molecular biology has made no contributions to our understanding of evolution.

PNAS published a series of articles on Gregor Mendel and one of them caught my eye. Here's what Nicholas Barton wrote in his article The "New Synthesis".

During the 1960s and 1970s, there were further conceptual developments—largely independent of the birth of molecular biology during the previous two decades (15). First, there was an understanding that adaptations cannot be explained simply as being “for the good of the species” (16, 17). One must explain how the genetic system (including sexual reproduction, recombination, and a fair meiosis, with each copy of a gene propagating with the same probability) is maintained through selection on individual genes, and remains stable despite mutations that would disrupt the system (17, 19, 20). Second, and related to this, there was an increased awareness of genetic conflicts that arise through sexual reproduction; selfish elements may spread through biased inheritance, even if they reduce individual fitness (19, 21, 22). In the decade following the discovery that DNA carries genetic information, all the fundamental principles of molecular biology were established: the flow of information from sequences of DNA through RNA to protein, the regulation of genes by binding to specific sequences in promoters, and the importance of allostery in allowing arbitrary regulatory networks (23, 24). Yet, the extraordinary achievements of molecular biology had little effect on the conceptual development of evolutionary biology. Conversely, although evolutionary arguments were crucial in the founding of molecular biology, they have had rather little influence in the half-century since (e.g., ref. 25). Of course, molecular biology has revealed an astonishing range of adaptations that demand explanation—for example, the diversity of biochemical pathways, that allow exploitation of almost any conceivable resource, or the efficiency of molecular machines such as the ribosome, which translates the genetic code. Technical advances have brought an accelerating flood of data, most recently, giving us complete genome sequences and expression patterns from any species. Yet, arguably, no fundamentally new principles have been established in molecular biology, and, in evolutionary biology, despite sophisticated theoretical advances and abundant data, we still grapple with the same questions as a century or more ago.

This does not seem fair to me. I think that neutral theory, nearly neutral theory, and the importance of random genetic drift relied heavily on work done by molecular biologists. Similarly, the development of dating techniques using DNA and protein sequences is largely the work of molecular biologists. It wasn't the adaptationists or the paleontologists who discovered that humans and chimpanzees shared a common ancestor 5-7 million years ago and it wasn't either of those groups who discovered the origin of mitochondria.

And some of us are grappling with the idea that most of our genome is junk DNA, a question that never would have occurred to evolutionary biologists from a century ago.

Barton knows all about modern population genetics and the importance of neutral theory because later on he says,

If we consider a single allele, then we can see it as “effectively neutral” if its effect on fitness is less than ∼1/2Ne. This idea was used by Ohta (54) in a modification of the neutral theory, to suggest why larger populations might be less diverse than expected (because a smaller fraction of mutations would be effectively neutral), and why rates of substitution might be constant per year rather than per generation (because species with shorter generation times might tend to have large populations, and have a smaller fraction of effectively neutral mutations that contribute to long-term evolution). Lynch (21) has applied this concept to argue that molecular adaptations that are under weak selection cannot be established or maintained in (relatively) smaller populations, imposing a “drift barrier” to adaptation. Along the same lines, Kondrashov (55) has argued that deleterious mutations with Nes ≈ 1 will accumulate, steadily degrading the population. Both ideas seem problematic if we view adaptation as due to optimization of polygenic traits: Organisms can be well adapted even if drift dominates selection on individual alleles, and, under a model of stabilizing selection on very many traits, any change that degrades fitness can be compensated.

Barton may think that the drift-barrier hypothesis is "problematic" but it certainly seems like a significant advance that owes something to molecular biology.

What do you think? Do you agree with Barton that, "... the extraordinary achievements of molecular biology had little effect on the conceptual development of evolutionary biology."


Thursday, October 13, 2022

Macroevolution

(This is a copy of an essay that I published in 2006. I made some minor revisions to remove outdated context.)

Overheard at breakfast on the final day of a recent scientific meeting: "Do you believe in macroevolution?" Came the rely: "Well, it depends on how you define it."
                                                                         Roger Lewin (1980)

There is no difference between micro- and macroevolution except that genes between species usually diverge, while genes within species usually combine. The same processes that cause within-species evolution are responsible for above-species evolution.
                                                                         John Wilkins

The minimalist definition of evolution is a change in the hereditary characteristics of a population over the course of many generations. This is a definition that helps us distinguish between changes that are not evolution and changes that meet the minimum criteria. The definition comes from the field of population genetics developed in the early part of the last century. The modern theory of evolution owes much to population genetics and our understanding of how genes work. But is that all there is to evolution?

The central question of the Chicago conference was whether the mechanisms underlying microevolution can be extrapolated to explain the phenomena of macroevolution. At the risk of doing violence to the positions of some of the people at the meeting, the answer can be given as a clear, No.
               Roger Lewin (1980)

No. There's also common descent—the idea that all life has evolved from primitive species over billions of years. Common descent is about the history of life. In this essay I'll describe the main features of how life evolved but keep in mind that this history is a unique event that is accidental, contingent, quirky, and unpredictable. I'll try and point out the most important controversies about common descent.

The complete modern theory of evolution encompasses much more than changes in the genetics of a population. It includes ideas about the causes of speciation, long-term trends, and mass extinctions. This is the domain of macroevolution—loosely defined as evolution above the species level. The kind of evolution that focuses on genes in a population is usually called microevolution.

As a biochemist and a molecular biologist, I tend to view evolution from a molecular perspective. My main interest is molecular evolution and the analysis of sequences of proteins and nucleic acids. One of the goals in writing this essay is to explain this aspect of evolution to the best of my limited ability. However, another important goal is to show how molecular evolution integrates into the bigger picture of evolution as described by all other evolutionary biologists, including paleontologists. When dealing with macroevolution this is very much a learning experience for me since I'm not an expert. Please bear with me while we explore these ideas.

It's difficult to define macroevolution because it's a field of study and not a process. Mark Ridley has one of the best definitions I've seen ...

Macroevolution means evolution on the grand scale, and it is mainly studied in the fossil record. It is contrasted with microevolution, the study of evolution over short time periods., such as that of a human lifetime or less. Microevolution therefore refers to changes in gene frequency within a population .... Macroevolutionary events are more likely to take millions, probably tens of millions of years. Macroevolution refers to things like the trends in horse evolution described by Simpson, and occurring over tens of millions of years, or the origin of major groups, or mass extinctions, or the Cambrian explosion described by Conway Morris. Speciation is the traditional dividing line between micro- and macroevolution.
                                                                         Mark Ridley (1997) p. 227

When we talk about macroevolution we're talking about studies of the history of life on Earth. This takes in all the events that affect the actual historical lineages leading up to today's species. Jeffrey S. Levinton makes this point in his description of the field of macroevolution and it's worth quoting what he says in his book Genetics, Paleontology, and Macroevolution.

Macroevolution must be a field that embraces the ecological theater, including the range of time scales of the ecologist, to the sweeping historical changes available only to paleontological study. It must include the peculiarities of history, which must have had singular effects on the directions that the composition of the world's biota took (e.g., the splitting of continents, the establishment of land and oceanic isthmuses). It must take the entire network of phylogenetic relationships and impose a framework of genetic relationships and appearances of character changes. Then the nature of evolutionary directions and the qualitative transformation of ancestor to descendant over major taxonomic distances must be explained.
                                                                     Jeffrey S. Levinton (2001) p.6

Levinton then goes on to draw a parallel between microevolution and macroevolution on the one hand, and physics and astronomy on the other. He points out that the structure and history of the known universe has to be consistent with modern physics, but that's not sufficient. He gives the big bang as an example of a cosmological hypothesis that doesn't derive directly from fundamental physics. I think this analogy is insightful. Astronomers study the life and death of stars and the interactions of galaxies. Some of them are interested in the formation of planetary systems, especially the unique origin of our own solar system. Explanations of these "macro" phenomena depend on the correctness of the underlying "micro" physics phenomena (e.g., gravity, relativity) but there's more to the field of astronomy than that.

Levinton continues ....

Does the evolutionary biologist differ very much from this scheme of inference? A set of organisms exists today in a partially measurable state of spatial, morphological, and chemical relationships. We have a set of physical and biological laws that might be used to construct predictions about the outcome of the evolutionary process. But, as we all know, we are not very successful, except at solving problems at small scales. We have plausible explanations for the reason why moths living in industrialized areas are rich in dark pigment, but we don't know whether or why life arose more than once or why some groups became extinct (e.g., the dinosaurs) whereas others managed to survive (e.g., horseshoe crabs). Either our laws are inadequate and we have not described the available evidence properly or no such laws can be devised to predict uniquely what should have happened in the history of life. For better or worse, macroevolutionary biology is as much historical as is astronomy, perhaps with looser laws and more diverse objectives....

Indeed, the most profound problem in the study of evolution is to understand how poorly repeatable historical events (e.g., the trapping of an endemic radiation in a lake that dries up) can be distinguished from lawlike repeatable processes. A law that states 'an endemic radiation will become extinct if its structural habitat disappears' has no force because it maps to the singularity of a historical event.
                                                                 Jeffrey S. Levinton (2001) p.6-7

In conclusion, then, macroevolutionary processes are underlain by microevolutionary phenomena and are compatible with microevolutionary theories, but macroevolutionary studies require the formulation of autonomous hypotheses and models (which must be tested using macroevolutionary evidence). In this (epistemologically) very important sense, macroevolution is decoupled from microevolution: macroevolution is an autonomous field of evolutionary study.
     Francisco J. Ayala (1983)

I think it's important to appreciate what macroevolutionary biologists are saying. Most of these scientists are paleontologists and they think of their area of study as an interdisciplinary field that combines geology and biology. According to them, there's an important difference between evolutionary theory and the real history of life. The actual history has to be consistent with modern evolutionary theory (it is) but the unique sequence of historical events doesn't follow directly from application of evolutionary theory. Biological mechanisms such as natural selection and random genetic drift are part of a much larger picture that includes moving continents, asteroid impacts, ice ages, contingency, etc. The field of macroevolution addresses these big picture issues.

Clearly, there are some evolutionary biologists who are only interested in macroevolution. They don't care about microevolution. This is perfectly understandable since they are usually looking at events that take place on a scale of millions of years. They want to understand why some species survive while others perish and why there are some long-term trends in the history of life. (Examples of such trends are the loss of toes during the evolution of horses, the development of elaborate flowers during the evolution of vascular plants, and the tendency of diverse species, such as the marsupial Tasmanian wolf and the common placental wolf, to converge on a similar body plan.)

Nobody denies that macroevolutionary processes involve the fundamental mechanisms of natural selection and random genetic drift, but these microevolutionary processes are not sufficient, by themselves, to explain the history of life. That's why, in the domain of macroevolution, we encounter theories about species sorting and tracking, species selection, and punctuated equilibria.

Micro- and macroevolution are thus different levels of analysis of the same phenomenon: evolution. Macroevolution cannot solely be reduced to microevolution because it encompasses so many other phenomena: adaptive radiation, for example, cannot be reduced only to natural selection, though natural selection helps bring it about.
     Eugenie C. Scott (2004)

As I mentioned earlier, most of macroevolutionary theory is intimately connected with the observed fossil record and, in this sense, it is much more historical than population genetics and evolution within a species. Macroevolution, as a field of study, is the turf of paleontologists and much of the debate about a higher level of evolution (above species and populations) is motivated by the desire of paleontologists to be accepted at the high table of evolutionary theory. It's worth recalling that during the last part of the twentieth century evolutionary theorizing was dominated by population geneticists. Their perspective was described by John Maynard Smith, "... the attitude of population geneticists to any paleontologist rash enough to offer a contribution to evolutionary theory has been to tell him to go away and find another fossil, and not to bother the grownups." (Maynard Smith, 1984)

The distinction between microevolution and macroevolution is often exaggerated, especially by the anti-science crowd. Creationists have gleefully exploited the distinction in order to legitimate their position in the light of clear and obvious examples of evolution that they can't ignore. They claim they can accept microevolution, but they reject macroevolution.

In the real world—the one inhabited by rational human beings—the difference between macroevolution and microevolution is basically a difference in emphasis and level. Some evolutionary biologists are interested in species, trends, and the big picture of evolution, while others are more interested in the mechanics of the underlying mechanisms.

Speciation is critical to conserving the results of both natural selection and genetic drift. Speciation is obviously central to the fate of genetic variation, and a major shaper of patterns of evolutionary change through evolutionary time. It is as if Darwinians—neo- and ulra- most certainly included—care only for the process generating change, and not about its ultimate fate in geological time.
     Niles Eldredge (1995)

The Creationists would have us believe there is some magical barrier separating selection and drift within a species from the evolution of new species and new characteristics. Not only is this imagined barrier invisible to most scientists but, in addition, there is abundant evidence that no such barrier exists. We have numerous examples that show how diverse species are connected by a long series of genetic changes. This is why many scientists claim that macroevoluton is just lots of microevolution over a long period of time.

But wait a minute. I just said that many scientists think of macroevolution as simply a scaled-up version of microevolution, but a few paragraphs ago I said there's more to the theory of evolution than just changes in the frequency of alleles within a population. Don't these statements conflict? Yes, they do ... and therein lies a problem.

When the principle tenets of the Modern Synthesis were being worked out in the 1940's, one of the fundamental conclusions was that macroevolution could be explained by changes in the frequency of alleles within a population due, mostly, to natural selection. This gave rise to the commonly accepted notion that macroevolution is just a lot of microevolution. Let's refer to this as the sufficiency of microevolution argument.

At the time of the synthesis, there were several other explanations that attempted to decouple macroevolution from microevolution. One of these was saltation, or the idea that macroevolution was driven by large-scale mutations (macromutations) leading to the formation of new species. This is the famous "hopeful monster" theory of Goldschmidt. Another decoupling hypothesis was called orthogenesis, or the idea that there is some intrinsic driving force that directs evolution along certain pathways. Some macroevolutionary trends, such as the increase in the size of horses, were thought to be the result of this intrinsic force.

Both of these ideas about macroevolutionary change (saltation and orthogensis) had support from a number of evolutionary biologists. Both were strongly opposed by the group of scientists that produced the Modern Synthesis. One of the key players was the paleontologist George Gaylord Simpson whose books Tempo and Mode in Evolution (1944) and The Major Features of Evolution (1953) attempted to combine paleontology and population genetics. "Tempo" is often praised by evolutionary biologists and many of our classic examples of evolution, such as the bushiness of the horse tree, come from that book. It's influence on paleontologists was profound because it upset the traditional view that macroevolution and the newfangled genetics had nothing in common.

Just as mutation and drift introduce a strong random component into the process of adaptation, mass extinctions introduce chance into the process of diversification. This is because mass extinctions are a sampling process analogous to genetic drift. Instead of sampling allele frequencies, mass extinctions samples species and lineages. ... The punchline? Chance plays a large role in the processes responsible for adaptation and diversity.
        Freeman and Herron (1998)

We see, in context, that the blurring of the distinction between macroevolution and microevolution was part of a counter-attack on the now discredited ideas of saltation and orthogenesis. As usual, when pressing the attack against objectionable ideas, there's a tendency to overrun the objective and inflict collateral damage. In this case, the attack on orthogenesis and the old version of saltation was justified since neither of these ideas offer viable alternatives to natural selection and drift as mechanisms of evolution. Unfortunately, Simpson's attack was so successful that a generation of scientists grew up thinking that macroevolution could be entirely explained by microevolutionary processes. That's why we still see this position being advocated today and that's why many biology textbooks promote the sufficiency of microevolution argument. Gould argues—successfully, in my opinion—that the sufficiency of microevolution became dogma during the hardening of the synthesis in the 1950-'s and 1960's. It was part of an emphasis on the individual as the only real unit of selection.

However, from the beginning of the Modern Synthesis there were other evolutionary biologists who wanted to decouple macroevolution and microevolution—not because they believed in the false doctrines of saltation and orthogenesis, but because they knew of higher level processes that went beyond microevolution. One of these was Ernst Mayr. In his essay "Does Microevolution Explain Macroevolution," Mayr says ...

Among all the claims made during the evolutionary synthesis, perhaps the one that found least acceptance was the assertion that all phenomena of macroevolution can be ‘reduced to,' that is, explained by, microevolutionary genetic processes. Not surprisingly, this claim was usually supported by geneticists but was widely rejected by the very biologists who dealt with macroevolution, the morphologists and paleontologists. Many of them insisted that there is more or less complete discontinuity between the processes at the two levels—that what happens at the species level is entirely different from what happens at the level of the higher categories. Now, 50 years later the controversy remains undecided.
                                                                         Ernst Mayr (1988) p.402

Mayr goes on to make several points about the difference between macroevolution and microevolution. In particular, he emphasizes that macroevolution is concerned with phenotypes and not genotypes, "In this respect, indeed, macroevolution as a field of study is completely decoupled from microevolution." (ibid p. 403). This statement reiterates an important point, namely that macroevolution is a "field of study" and, as such, its focus differs from that of other fields of study such as molecular evolution.

If you think of macroevolution as a field of study rather than a process, then it doesn't make much sense to say that macroevolution can be explained by the process of changing alleles within a population. This would be like saying the entire field of paleontology can be explained by microevolution. This is the point about the meaning of the term "macroevolution" that is so often missed by those who dismiss it as just a bunch of microevolution.

The orthodox believers in the hardened synthesis feel threatened by macroevolution since it implies a kind of evolution that goes beyond the natural selection of individuals within a population. The extreme version of this view is called adaptationism and the believers are called Ultra-Darwinians by their critics. This isn't the place to debate adaptationism: for now, let's just assume that the sufficiency of microevolution argument is related to the pluralist-adaptationist controversy and see how our concept of macroevolution as a field of study relates to the issue. Niles Eldredge describes it like this ...

The very term macroevolution is enough to make an ultra-Darwinian snarl. Macroevolution is counterpoised with microevolution—generation by generation selection- mediated change in gene frequencies within populations. The debate is over the question, Are conventional Darwinian microevolutionary processes sufficient to explain the entire history of life? To ultra-Darwinians, the very term macroevolution suggests that the answer is automatically no. To them, macroevolution implies the action of processes—even genetic processes—that are as yet unknown but must be imagined to yield a satisfactory explanation of the history of life.

But macroevolution need not carry such heavy conceptual baggage. In its most basic usage, it simply means evolution on a large-scale. In particular, to some biologists, it suggests the origin of major groups - such as the origin and radiation of mammals, or the derivation of whales and bats from terrestrial mammalian ancestors. Such sorts of events may or may not demand additional theory for their explanation. Traditional Darwinian explanation, of course, insists not.
                                                              Niles Eldredge (1995) p. 126-127

Eldredge sees macroevolution as a field of study that's mostly concerned with evolution on a large scale. Since he's a paleontologist, it's likely that, for him, macroevolution is the study of evolution based on the fossil record. Eldredge is quite comfortable with the idea that one of the underlying causes of evolution can be natural selection—this includes many changes seen over the course of millions of years. In other words, there is no conflict between microevolution and macroevolution in the sense that microevolution stops and is replaced by macroevolution above the level of species. But there is a conflict in the sense that Eldredge, and many other evolutionary biologists, do not buy the sufficiency of microevolution argument. They believe there are additional theories, and mechanisms, needed to explain macroevolution. Gould says it best ....

We do not advance some special theory for long times and large transitions, fundamentally opposed to the processes of microevolution. Rather, we maintain that nature is organized hierarchically and that no smooth continuum leads across levels. We may attain a unified theory of process, but the processes work differently at different levels and we cannot extrapolate from one level to encompass all events at the next. I believe, in fact, that ... speciation by splitting guarantees that macroevolution must be studied at its own level. ... [S]election among species—not an extrapolation of changes in gene frequencies within populations—may be the motor of macroevolutionary trends. If macroevolution is, as I believe, mainly a story of the differential success of certain kinds of species and, if most species change little in the phyletic mode during the course of their existence, then microevolutionary change within populations is not the stuff (by extrapolation) of major transformations.
                                                         Stephen Jay Gould (1980b) p. 170

Naturalists such as Ernst Mayr and paleontologists such as Gould and Eldredge have all argued convincingly that speciation is an important part of evolution. Since speciation is not a direct consequence of changes in the frequencies of alleles in a population, it follows that microevolution is not sufficient to explain all of evolution. Gould and Eldredge (and others) go even further to argue that there are processes such as species sorting that can only take place above the species level. This means there are evolutionary theories that only apply in the domain of macroevolution.

The idea that there's much more to evolution than genes and population genetics was a favorite theme of Stephen Jay Gould. He advocated a pluralist, hierarchical approach to evolution and his last book The Structure of Evolutionary Theory emphasized macroevolutionary theory—although he often avoided using this term. The Structure of Evolutionary Theory is a huge book that has become required reading for anyone interested in evolution. Remarkably, there's hardly anything in the book about population genetics, molecular evolution, and microevolution as popularly defined. What better way of illustrating that macroevolution must be taken seriously!

Macroevolutionary theory tries to identify patterns and trends that help us understand the big picture. In some cases, the macroevolution biologists have recognized generalities (theories & hypotheses) that only apply to higher level processes. Punctuated equilibria and species sorting are examples of such higher level phenomena. The possible repeatedness of mass extinctions might be another.

Remember that macroevolution should not be contrasted with microevolution because macroevolution deals with history. Microevolution and macroevolution are not competing explanations of the history of life any more than astronomy and physics compete for the correct explanation of the history of the known universe. Both types of explanation are required.

I think species sorting is the easiest higher level phenomena to describe. It illustrates a mechanism that is clearly distinct from changes in the frequencies of alleles within a population. In this sense, it will help explain why microevolution isn't a sufficient explanation for the evolution of life. Of course, one needs to emphasize that macroevolution must be consistent with microevolution.

I have championed contingency, and will continue to do so, because its large realm and legitimate claims have been so poorly attended by evolutionary scientists who cannot discern the beat of this different drummer while their brains and ears remain tuned to only the sounds of general theory.
        Stephen Jay Gould (2002)

If we could track a single lineage through time, say from a single-cell protist to Homo sapiens, then we would see a long series of mutations and fixations as each ancestral population evolved. It might look as though the entire history could be accounted for by microevolutionary processes. This is an illusion because the track of the single lineage ignores all of the branching and all of the other species that lived and died along the way. That track would not explain why Neanderthals became extinct and Cro-Magnon survived. It would not explain why modern humans arose in Africa. It would not tell us why placental mammals became more successful than the dinosaurs. It would not explain why humans don't have wings and can't breathe underwater. It doesn't tell us whether replaying the tape of life will automatically lead to humans. All of those things are part of the domain of macroevolution and microevolution isn't sufficient to help us understand them.


Monday, October 03, 2022

Evolution by chance

Can natural selection occur by chance or accident? No, with qualifications. Can evolution occur by chance or accident? Yes, definitely.

While tidying up my office I came across an anthology of articles by Richard Dawkins. It included a 2009 review of Jerry Coyne's book Why Evolution Is True (2009) and one of Richard's comments caught my eye because it illustrates the difference between the Dawkins' view of evolution and the current mainstream view that was described by Jerry in his book.

I can illustrate this difference by first quoting from Jerry Coyne's book.

This brings up the most widespread misunderstanding about Darwinism: the idea that, in evolution, "everything happens by chance" (also stated as "everything happens by accident"). This common claim is flatly wrong. No evolutionist—and certainly not Darwin—ever argued that natural selection is based on chance ....

True, the raw materials for evolution—the variations between individuals—are indeed produced by chance mutations. These mutations occur willy-nilly, regardless of whether they are good or bad for the individual. But it is the filitering of that variation by natural selection that produces natural selection, and natural selection is manifestly not random. (p. 119)

It's extremely important to notice that Coyne is referring to NATURAL SELECTION (or Dawinism) in this passage. Natural selection is not random or accidental, according to Coyne. This passage is followed just a few pages later by a section titled "Evolution Without Selection."

Let's take a brief digression here, because it's important to appreciate that natural selection isn't the only process of evolutionary change. Most biologists define evolution as a change in the proportion of alleles (different forms of a gene) in the population.

[Coyne then describes an example of random genetic drift and continues ...] Both drift and selection produce the genetic change that we recognize as evolution. But there's an important difference. Drift is a random process, while selection is the antithesis of randomness. Genetic drift can change the frequencies of alleles regardless of how useful they are to their carrier. Selection, on the other hand, always gets rid of harmful alleles and raises the frequencies of beneficial ones. (pp. 122-123)

Now let's look at Richard Dawkins' review of Coyne's book as published in the Times Literary Supplement in 2009 and reprinted in Books Do Furnish a Life (2021). I picked out an interesting passage from that review in order to illustrate a point.

Coyne is right to identify the most widespread misunderstanding about Darwinism as 'the idea that, in evolution, 'everything happens by chance' ... This common claim is flatly wrong.' Not only is it flatly wrong, it is obviously wrong, transparently wrong, even to the meanest intelligence (a phrase that has me actively restraining myself). If evolution worked by chance, it obviously couldn't work at all. (p. 427)

That last sentence is jarring to many scientists, including me. I think that the Dawkins' statement is 'obviously wrong' and 'transparently wrong' because, as Coyne pointed out, evolution by random genetic drift can occur by chance. [Let's not quibble about the meanings of 'random' and 'chance." That's a red herring in this context.] Clearly, evolution can work by chance so why does Dawkins say it can't?

It's not because Dawkins is unaware of random genetic drift and Neutral Theory. The explanation (I think) is that Dawkins restricts his definition of evolution to evolution by natural selection. From his perspective, the fixation of alleles by random genetic drift doesn't count as real evolution because it doesn't produce adaptations. That's the view that he described in The Extended Phenotype back in 1982 and the view that he has implicitly supported over the past few decades [Richard Dawkins' View of Random Genetic Drift].

This is one of the reasons why we refer to Dawkins as an adaptationist and it's one of the reasons why so many of today's evolutionary biologists—especially those who study evolution at the molecular level—reject the Dawkins' view of evolution in favor of a more pluralistic approach.

Note: I wrote an earlier version of this post in 2009 [Dawkins on Chance] and I wrote a long essay on Evolution by Accident where I describe many other examples of evolution by chance.


Sunday, August 21, 2022

Splicing errors or alternative splicing?

The most important issue in alternative splicing, in my opinion, is whether splice variants are due to splicing errors (= junk RNA) or whether they reflect real biologically relevant alternative splicing.

Unfortunately, this view is not shared by the majority of scientists who work in this field. They are convinced that the vast majority of splice variant transcripts represent real examples of regulation and the main task is to document the extent of alternative splicing and characterize the various mechanisms.

I've written a lot about this topic over the years (see the list of posts at the bottom of this page). The two most important issues are: (1) the frequency of splicing errors and whether it can account for the splice variants and (2) the number of well-established, genuine, examples of biologically relevant alternative splicing and whether that's consistent with the claims.

I managed to post a summary of the data on the accuracy of splicing on the Intron article on Wikipedia and I urge you to take a look at it before it disappears. The bottom line is that splicing is not terribly accurate so we expect to detect a fairly high level of incorrectly spliced transcripts whenever we look at a collection of RNAs from a particular cell line. The expected number of mispliced transcripts is well within the concentrations of 'alternatively spliced' transcripts reported in most studies.

Sunday, July 17, 2022

The Function Wars Part XIII: Ford Doolittle writes about transposons and levels of selection

It's theoretically possible that the presence of abundant transposon fragments in a genome could provide a clade with a selective advantage at the level of species sorting. Is this an important contribution to the junk DNA debate?

As I explained in Function Wars Part IX, we need to maintain a certain perspective in these debates over function. The big picture view is that 90% of the human genome qualifies as junk DNA by any reasonable criteria. There's lots of evidence to support that claim but in spite of the evidence it is not accepted by most scientists.

Most scientists think that junk DNA is almost an oxymoron since natural selection would have eliminated it by now. Many scientists think that most of our genome must be functional because it is transcribed and because it's full of transcription factor binding sites. My goal is to show that their lack of understanding of population genetics and basic biochemistry has led them astray. I am trying to correct misunderstandings and the false history of the field that have become prominent in the scientific literature.

For the most part, philosophers and their friends have a different goal. They are interested in epistemology and in defining exactly what you mean by 'function' and 'junk.' To some extent, this is nitpicking and it undermines my goal by lending support, however oblique, to opponents of junk DNA.1

As I've mentioned before, this is most obvious when it comes to the ENCODE publicity campaign of 2012 [see: Revising history and defending ENCODE]. The reason why the ENCODE researchers were wrong is that they didn't understand that many transcription factor binding sites are unimportant and they didn't understand that many transcripts could be accidental. These facts are explained in the best undergraduate textbooks and they were made clear to ENCODE researchers in 2007 when they published their preliminary results. They were wrong because they didn't understand basic biochemistry. [ENCODE 2007]

Some people are trying to excuse ENCODE on the grounds that they simply picked an inappropriate definition of function. In other words, ENCODE made an epistemology error not a stupid biochemistry mistake. Here's another example from a new paper by Ford Doolittle in Biology and Philosophy. He says,

However, almost all of these developments in evolutionary biology and philosophy passed molecular genetics and genomics by, so that publicizers of the ENCODE project’s results could claim in 2012 that 80.4% of the human genome is “functional” (Ecker et al 2012) without any well thought-out position on the meaning of ‘function’. The default assumption made by ENCODE investigators seemed to have been that detectable activities are almost always products of selection and that selection almost always serves the survival and reproductive interests of organisms. But what ENCODE interpreted as functionality was unclear—from a philosophical perspective. Charitably, ENCODE’s principle mistake could have been a too broad and level-ignorant reading of selected effect (SE) “function” (Garson 2021) rather than the conflation of SE and causal role (CR) definitions of “the F-word”, as it is often seen as being (Doolittle and Brunet 2017).

My position is that this is far too "charitable." ENCODE's mistake was not in using the wrong definition of function; their mistake was in assuming that all transcripts and all transcription factor binding sites were functional in any way. That was a stupid assumption and they should have known better. They should have learned from the criticism they got in 2007.

This is only a small part of Doolittle's paper but I wanted to get that off my chest before delving into the main points. I find it extremely annoying that there's so much ink and electrons being wasted on the function wars when the really important issues are a lack of understanding of population genetics and basic biochemistry. I fear that the function wars are contributing to the existing confusion rather than clarifying it.

Doolittle, F. (2022) All about levels: transposable elements as selfish DNAs and drivers of evolution. Biology & Philosophy 37: article number 24 [doi: 10.1007/s10539-022-09852-3]

The origin and prevalence of transposable elements (TEs) may best be understood as resulting from “selfish” evolutionary processes at the within-genome level, with relevant populations being all members of the same TE family or all potentially mobile DNAs in a species. But the maintenance of families of TEs as evolutionary drivers, if taken as a consequence of selection, might be better understood as a consequence of selection at the level of species or higher, with the relevant populations being species or ecosystems varying in their possession of TEs. In 2015, Brunet and Doolittle (Genome Biol Evol 7: 2445–2457) made the case for legitimizing (though not proving) claims for an evolutionary role for TEs by recasting such claims as being about species selection. Here I further develop this “how possibly” argument. I note that with a forgivingly broad construal of evolution by natural selection (ENS) we might come to appreciate many aspects of Life on earth as its products, and TEs as—possibly—contributors to the success of Life by selection at several levels of a biological hierarchy. Thinking broadly makes this proposition a testable (albeit extraordinarily difficult-to-test) Darwinian one.

The essence of Ford's argument builds on the idea that active transposable elements (TEs) are examples of selfish DNA that propagate in the genome. This is selection at the level of DNA. Other elements of the genome, such as genes, regulatory sequences, and origins of replication, are examples of selection at the level of the organism and individuals within a population. Ford points out that some transposon-related sequences might be co-opted to form functional regions of the genome that are under purifying selection at the level of organisms and populations. He then goes on to argue that species with large amounts of transposon-related sequences in their genomes might have an evolutionary advantage because they have more raw material to work with in evolving new functions. If this is true, then this would be an example of species level selection.

These points are summarized near the end of his paper.

Thus TE families, originating and establishing themselves abundantly within a species through selection at their own level may wind up as a few relics retained by purifying selection at the level of organisms. Moreover, if this contribution to the formation of useful relics facilitated the diversification of species or the persistence of clades, then we might also say that these TE families were once “drivers” of evolution at these higher levels, and that their possession was once an adaptation at each such higher level.

There are lots of details that we could get into later but I want to deal with the main speculation; namely, that species with lots of TE fragments in their genome might have an adaptive advantage over species that don't.

This is challenging topic because lots of people have expressed their opinions on many of the topics that Ford covers in his article. None of their opinions are identical and many of them are based on different assumptions about things like evolvability, teleology, the significance of the problem, how to define species sorting, and whether hierachy theory is important . Many of those people are very smart (as is Ford Doolittle) and it hurts my brain trying to figure out who is correct. I'll try and explain some of the issues and the controversies.

A solution in search of a problem?

What's the reason for speculating that abundant bits of junk DNA might be selected because they will benefit the species at some time in the next ten million years or so? Is there a problem that this speculation explains?

The standard practice in science is to suggest hypotheses that account for an unexplained observation; for example, the idea of abundant junk DNA explained the C-value Paradox and the mutation load problem. Models are supposed to have explanatory power—they are supposed to explain something that we don't understand.

Ford thinks there's is a reason for retaining junk DNA. He writes,

Eukaryotes are but one of the many clades emerging from the prokaryotic divergence. Although such beliefs may be impossible to support empirically it is widely held that that was a special and evolutionarily important event....

Assuming this to be true (but see Booth and Doolittle 2015) we might ask if there are reasons for this differential evolutionary success, and are these reasons clade- level properties that have been selected for at this high level? Is one of them the possession of large and variable families of TEs?

You'll have to read his entire paper to see his full explanation but this is the important part. Ford, thinks that the diversity and success of eukaryotes requires an explanation because it can't be accounted for by standard evolutionary theory. I don't see the problem so I don't see the need for an explanation.

Of course there doesn't have to be a scientific problem that needs solving. This could just be a theoretical argument showing that excess DNA could lead to species level selection. That puts it more in the realm of philosophy and Ford does make the point in his paper that one of his goals is simply to defend multilevel selection theory (MLST) as a distinct possibility. The main proponents of this idea (Hierarchy Theory) are Niles Eldredge and Stephen Jay Gould and the theory is thoroughly covered in Gould's book The Structure of Evolutionary Theory. I was surprised to discover that this book isn't mentioned in the Doolittle paper.

I don't have a problem with Hierarchy Theory (or Multilevel Selection Theory, or group selection) as a theoretical possibility. The important question, as far as I'm concerned, is whether there's any evidence to support species selection. As Ford notes, "such beliefs may be impossible to support empirically" and that may be true; however, there's a danger in promoting ideas that have no empirical support because that opens a huge can of worms that less rigorous scientists are eager to exploit.

With respect to the role of transposon-related sequences, the important question, in my opinion, is: Would life look substantially less diverse or less complex if no transposon-related sequences had ever been exapted to form elements that are now under purifying selection? I suspect that the answer is no—life would be different but no less diverse or complex.

Species selection vs species sorting

Speculations about species-level evolution are usually discussed in the context of group selection and species selection or, more broadly, as the levels-of-selection debate. Those are the terms Doolittle uses and he is very much interested in explaining junk DNA as contributing to adaptation at the species level.

But if the insertion of [transcription factor binding sites] TFBSs helps species to innovate and thus diversify (speciate and/or forestall extinction) and is a consequence of TFBS-bearing TE carriage, then such carriage might be cast as an adaptation at the level of species and maintained at that level too, by the differential extinction of TE-deficient species (Linquist et al 2020; Brunet et al 2021).

I think it's unfortunate that we don't use the term 'species sorting' instead of 'species selection' because as soon as you restrict your discussion to selection, you are falling into the adaptationist trap. Elisabeth Vrba, backed by Niles Eldredge, preferred 'species sorting' partly in order to avoid this trap.

I am convinced, on the basis of Vrba's analysis, that we naturalists have been saying 'species selection' when we really should have been calling the phenomenon 'species sorting.' Species sorting is extremely common, and underlies a great deal of evolutionary patterns, as I shall make clear in this narrative. On the other hand, true species selection, in its properly more restricted sense, I now believe to be relatively rare. (Niles Eldredge, in Reinventing Darwin (1995) p. 137)

As I understand it, the difference between 'species sorting' and 'species selection' is that the former term does not commit you to an adaptationist explanation.2 Take the Galapagos finches as an example. There has been fairly rapid radiation of these species from a small initial population that reached the islands. This radiation was not due to any intrinsic propery of the finch genome that made finches more successful at speciation; it was just a lucky accident. Similary, the fact that there are many marsupial species in Australia is probably not because the marsupial genome is better suited to evolution; it's probably just a founder effect at the species level.

Gould still prefers 'species selection' but he recognizes the problem. He points out that whenever you view species as evolving entities within a larger 'population' of other species, you must consider species drift as a distinct possibility. And this means that you can get evolution via a species-level founder effect that has nothing to do with adapation.

Low population (number of species in a clade) provides the enabling criterion for important drift ... at the species level. The analogue of genetic drift—which I shall call 'species drift' must act both frequently and powerfully in macroevolution. Most clades do not contain large numbers of species. Therefore, trends may often originate for effectively random reasons. (Stephen J. Gould, in The Structure of Eolutionary Theory (2001) p. 736)

Let's speculate how this might relate to the current debate. It's possible that the apparent diversity and complexity of large multicellular eukaryotes is mostly due to the fact that they have small populations and long generation times. This means that there were plenty of opportunities for small isolated populations to evolve distinctive features. Thus, we have, for example, more than 1000 different species of bats because of species drift (not species selection). What this means is that the evolution of new species is due to the same reason (small populations) as the evolution of junk DNA. One phenomenon (junk DNA) didn't cause the other (speciation); instead, both phenomena have the same cause.

Michael Lynch has written about this several times, but the important, and mind-hurting, paper is Lynch (2007) where he says,

Under this view, the reductions in Ng that likely accompanied both the origin of eukaryotes and the emergence of the animal and land-plant lineages may have played pivotal roles in the origin of modular gene architectures on which further develomental complexity was built.

Lynch's point is that we should not rule out nonadaptive processes (species drift) in the evolution of complexity, modularity, and evolvability.

If we used species sorting instead of species selection, it would encourage a more pluralsitic perspective and a wider variety of speculations. I don't mean to imply that this issue is ignored by Ford Doolittle, only that it doesn't get the attention it deserves.

Evolvability and teleology

Ford is invoking evolvability as the solution to the evolved complexity and diversity of multicellular eukaryotes. This is not a new idea: it is promoted by James Shapiro, by Mark Kirschner and John Gerhart, and by Günter Wagner, among others. (None of them are referenced in the Doolittle paper.)

The idea here is that clades with lots of TEs should be more successful than those with less junk DNA. It would be nice to have some data the address this question. For example, is the success of the bat clade due to more transposons than other mammals? Probably not, since bats have smaller genomes than other mammals. What about birds? There are lots of bird species but birds seem to have smaller genomes than some of their reptilian ancestors.

There are dozens of Drosophila species and they all have smaller genome sizes than many other flies. In this case, it looks like the small genome had an advantage in evolvability but that's not the prediction.

The concept of evolvability is so attractive that even a staunch gene-centric adaptationist like Richard Dawkins is willing to consider it (Dawkins, 1988). Gould devotes many pages (of course) to the subject in his big Structure book. Both Dawkins and Gould recognize that they are possibly running afoul of teleology in the sense of arguing that species have foresight. Here's how Dawkins puts it ...

It is all too easy for this kind of argument to be used loosely and unrespectably. Sydney Brenner justly ridiculed the idea of foresight in evolution, specifically the notion that a molecule, useless to a lineage of organisms in it own geological era, might nevertheless be retained in the gene pool because of its possible usefulness in some future era: "It might come in handy in the Cretaceous!" I hope I shall not be taken as saying anything like that. We certainly should have no truck with suggestions that individual animals might forego their selfish advantage because of posssible long-term benefits to their species. Evolution has no foresight. But with hindsight, those evolutionary changes in embryology that look as though they were planned with foresight are the ones that dominate successful forms of life.

I interpret this to mean that we should not be fooled by hindsight into looking for causes when what we are seeing is historical contingency. If you have not already read Wonderful Life by Stephen Jay Gould then I highly recommend that you get a copy and read it now in order to understand the role of contingency in the evolution of animals. You should also brush up on the more recent contributions to the tape-of-life debate in order to put this discussion about evolvability into the proper context [Replaying life's tape].

Ford also recognizes the teleological problem and even quotes Sydney Brenner! Here's how Ford explains the relationship between transposon-related sequences and species selection.

As I argue here, organisms took on the burden of TEs not because TE accumulation, TE activity or TE diversity are selected-for traits within any species, serving some current or future need, but because lower-level (intragenomic) selection creates and proliferates TEs as selfish elements. But also, and just possibly, species in which this has happened speciate more often or last longer and (even more speculatively still) ecosystems including such species are better at surviving through time, and especially through the periodic mass extinctions to which this planet has been subjected (Brunet and Doolittle 2015). ‘More speculatively still’ because the adaptations at higher levels invoked are almost impossible to prove empirically. So what I present are again only ‘how possibly’, not ‘how actually’ arguments (Resnick 1991).

This is diving deeply into the domain of abstract thought that's not well-connected to scientific facts. As I mentioned above, I tend to look on these speculations as solutions looking for a problem. I would like to see more evidence that the properties of genomes endow certain species with more power to diversify than species with different genomic properties. Nevertheless, the idea of evolvability is not going away so let's see if Ford's view is reasonable.

As usual, Stephen Jay Gould has thought about this deeply and come up with some useful ideas. His argument is complicated but I'll try and explain it in simple terms. I'm relying mostly on the section called "Resolving the paradox of Evolvability and Defining the Exaptive Pool" in The Structure of Evolutionary Theory pages 1270-1295.

Gould argues that in Hierarchy Theory, the properties at each level of evolution must be restricted to that level. Thus, you can't have evolution at the level of DNA impinging on evolution at the level of the organism. For example, you can't have selection between transposons within a genome affecting evolution at the level of organisms and population. Similarly, selection at the level of organisms can't directly affect species sorting.

What this means in terms of genomes full of transposon-related sequences is the following. Evolution at the level of species involves sorting (or selection) between different species or clades. Each of these species have different properties that may or may not make them more prone to speciations but those properties are equivalent to mutations, or variation, at the level of organisms. Some species may have lots of transposon sequences in their genome and some may have less and this difference arises just by chance as do mutations. There is no foresight in generating mutations and there is no foresight in having different sized genomes.

During species sorting, the differences may confer some selective advantage so species with, say, more junk DNA are more likely to speciate but the differences arose by chance in the same sense that mutations arise by chance (i.e. with no foresight). For example, in Lenski's long-term evolution experiment, certain neutral mutations became fixed by chance so that new mutations arising in this background became adaptive [Contingency, selection, and the long-term evolution experiment]. Scientists and philosophers aren't concerned about whether those neutral mutations might have arisen specifically in order to potentiate future evolution.

Similarly, it is inappropriate to say that transposons, or pervasive transcription, or splicing errors, arose BECAUSE they encouraged evolution at the species level. Instead, as Dawkins said, those features just look with hindsight as though they were planned. They are fortuitous accidents of evolution.

Gould also makes the point, again, that we could just as easily be looking at species drift as species selection and we have to be careful not to resort to adaptive just-so stories in the absence of evidence for selection.

Here's how Gould describes his view of evolvability using the term "spandrel" to describe potentiating accidents.

Thus, Darwinians have always argued that mutational raw material must be generated by a process other than organismal selection, and must be "random" (in the crucal sense of undirected towards adaptive states) with respect to realized pathways of evolutionary change. Traits that confer evolvability upon species-individuals, but arise by selection upon organisms, provide a precise analog at the species level to the classical role of mutation at the organismal level. Because these traits of species evolvability arise by a different process (organismal selection), unrelated to the selective needs of species, they may emerge as the species level as "random" raw material, potentially utilizable as traits for species selection.

The phenotypic effects of mutation are, in exactly the same manner, spandrels at the organismal level—that is, nonadaptive and automatic manifestations at a higher level of different kinds of causes acting directly at a lower level. The exaptation of a small and beneficial subset of these spandrels virtually defines the process of natural selection. Why else do we so commonly refer to the theory of natural selection as as interplay of "chance" (for the spandrels of raw material in mutational variation) and "necessity" (for the locally predictable directions of selection towards adaptation). Similarly, species selection operates by exapting emergent spandrels from causal processes acting upon organisms.

This is a difficult concept to gasp so I urge interested readers to study the relevant chapter in Gould's book. The essence of his argument is that species sorting can only be understood at the level of species as individuals and the properties of species as the random variation upon which species sorting operates.

Michael Lynch is also skeptical about evolvability but for slightly different reasons (Lynch, 2007). Lynch is characteristically blunt about how he views anyone who disagrees with him. (I have been on the losing side of one of those disagreement and I still have the scars to prove it.)

Four of the major buzzwords in biology today are complexity, modularity, evolvability, and robustness, and it is often claimed that ill-defined mechanisms not previously appreciated by evolutionary biologists must be invoked to explain the existence of emergent properties that putatively enhance the long-term success of extant taxas. This stance is not very different from the intelligent-design philosophy of invoking unknown mechanisms to explain biodiversity.

This is harsh and somewhat unfair since nobody would accuse Ford Doolittle of ulterior motives. Lynch's point is that evolvability must be subjected to the same rigorous standards that he applies to population genetics. He questions the idea that "the ability to evolve itself is actively promoted by directional selection" and raises four objections.

  1. Evolvability doesn't meet the stringent conditions that a good hypothesis demands.
  2. It's not clear that the ability to evolve is necessarily advantageous.
  3. There's no evidence that differences between species are anything other than normal variation.
  4. "... comparative genomics provides no support for the idea that genome architectural changes have been promoted in multicellular lineages so as to enhance their ability to evolve.

Why transposon-related sequences?

One of the problems that occurred to me was why there was so much emphasis on transposon sequences. Don't the same arguments apply to pseudogenes, random duplications, and, especially, genome doublings? They do, but the paper appears to be part of a series that arose out of a 2018 meeting on Evolutionary Roles of Transposable Elements: The Science and Philosophy organized by Stefan Linquist and Ford Doolittle. That's why there's a focus on transposons. I assume that Ford could make the same case for other properties of large genomes such as pervasive transcription, spurious transcription binding sites, and splicing errors even if they had nothing to do with transposons.

Is this an attempt to justify junk?

I argue that genomes are sloppy and junk DNA accumulates just because it can. There's no ulterior motive in having a large genome full of junk and it's far more likely to be slightly deleterious than neutral. I believe that all the evidence points in that direction.

This is not a popular view. Most scientists want to believe that all that of excess DNA is there for a reason. If it doesn't have a direct functional role then, at the very least, it's preserved in the present because it allows for future evolution. The arguments promoted by Ford Doolittle in this article, and by others in related articles, tend to support those faulty views about the importance of junk DNA even though that wasn't the intent. Doolittle's case is much more sophisticated than the naive views of junk DNA opponents but, nevertheless, you can be sure that this paper will be referenced frequently by those opponents.

Normal evolution is hard enough but multilevel selection is even harder, especially for molecular biologists who would never think of reading The Structure of Evolutionary Theory, or any other book on evolution. That's why we have to be really careful to distinguish between effects that are adaptations for species sorting and effects that are fortuitous and irrelevant for higher level sorting.

Function Wars
(My personal view of the meaning of function is described at the end of Part V.)

1. The same issues about function come up in the debate over alternative splicing [Alternative splicing and evolution].

2. See Vrba and Gould (1986) for a detailed discussion of species sorting and species seletion and how it pertains to the hierarchical perspective.

Dawkins, R. (1988) The Evolution of Evolvability. Artifical Life, The proceedings of an Interdisciplinary Workshp on The Synthesis and Simulation of Living Systems held September 1987 in Los Alamos, New Mexico. C. G. Langton, Addison-Wesley Publishing Company: 201-220.

Lynch, M. (2007) The frailty of adaptive hypotheses for the origins of organismal complexity. Proceedings of the National Academy of Sciences 104:8597-8604. [doi: 10.1073/pnas.0702207104

Vrba, E.S. and Gould, S.J. (1986) The hierarchical expansion of sorting and selection: sorting and selection cannot be equated. Paleobiology 12:217-228. [doi: 10.1017/S0094837300013671]