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Closing up shop

UPDATED to add incredible breaking news from Prof. Neil Shubin at the University of Chicago!

The LTEE has been running for more than 31 years and over 71,000 generations. It’s time to close up shop, as of today.

It’s been a hell of a lot of work, and we have almost nothing to show for it. As some brilliant commentators have noted around the web, the creatures in the flasks are still just bacteria—creatures, just as they were created.

If you read the first LTEE paper*, you’ll see we predicted the bacteria should become yeast by about 5,000 generations, nematodes at 15,000 generations or so, and fruit flies by 30,000 generations, maybe 35,000 at the outside.

After that, we’d have to stop the experiment anyhow, because we wouldn’t be able to freeze and bring them back alive any longer.

Plus, we’d have to get IRB approval for human experimentation if we ran it much past 50,000 generations.

Well, we’ve given the LTEE all this time, and still … they’re just bacteria. Same old same old.  I guess we’ve proven that Charles Darwin was wrong after all.

As an astute reviewer pointed out when we submitted that first paper, “I feel like a professor giving a poor grade to a good student …” I should’ve listened and quit way back then. It would’ve saved everyone a lot of time and effort.

Now it’s going to be a hell of a lot of work next week emptying the freezers and autoclaving all those samples.

Anyone need some old flasks?

UPDATE: It seems that I’m not the only scientist who was fooled by that Charles Darwin fellow.  Even Prof. Neil Shubin seems to have fallen hook, line, and sinker for the theory of evolution.  

*Lenski, R. E., M. R. Rose, S. C. Simpson, and S. C. Tadler. 1991. Long-term experimental evolution in Escherichia coli. I. Adaptation and divergence during 2,000 generations. American Naturalist 138: 1315-1341.



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Is the LTEE breaking bad?

Michael Behe has written a third book, Darwin Devolves, that continues his quixotic effort to overturn evolutionary biology. Nathan Lents, Joshua Swamidass, and I wrote a book review for Science. (You can find an open-access copy here.) As our short review states, there are indeed many examples of evolution in which genes and their functions have been degraded, sometimes conferring an advantage to the organism. However, Behe’s book largely ignores the ways by which evolution generates new functions. That’s a severe problem because Behe uses the evidence for the ease of gene degradation to support his claim that our current understanding of the mechanisms of evolution is inadequate.

This is my third in a series of posts delving into various issues where I think Behe’s logic and evidence are weak. These weaknesses undermine his position that the known mechanisms of evolution are inadequate to explain life as we see it in the fossil record and in the diversity of living species. Let me be clear: there is still much to learn about the intricacies of how evolution works, both in terms of a better understanding of the general mechanisms and unraveling all the fascinating particulars of what happened along various lineages. However, I don’t see much chance of future research upending the central role of natural selection—operating over vast time along with mutation, drift, and recombination (including various forms of horizontal gene transfer)—in creating new functions that spark the diversification of life. By contrast, Behe accepts that natural selection occurs, but he treats it almost entirely as a degradative process that weakens and destroys functions. To explain all the new functions that have arisen during evolution (and he accepts the fact that evolution has occurred for billions of years), Behe appeals to an “intelligent agent” who somehow, mysteriously has added new genetic information into evolving lineages.

In my first post, I explained why Behe’s “first rule of adaptive evolution” doesn’t imply what he says it does about evolution writ large. In particular, his overarching thesis confuses frequency over the short run with lasting impact over the long haul of evolution. In my second post, and building on the work of others, I examined a specific case involving polar bears, which Behe argued showed adaptations resulting from degradative evolution. He apparently regarded the case as so compelling that he used it as the lead example in his book, but a careful review of the science suggests an alternative explanation, in which gene function actually improved.

In this post, I examine Behe’s interpretation of findings from a long-term evolution experiment (LTEE) with E. coli bacteria that has been running in my lab for over 30 years. In short, the LTEE represents an ideal system in which to observe degradative evolution, and indeed we’ve seen examples of such changes. However, Behe overstates his case by downplaying or dismissing evidence that runs counter to his thesis.

III. Evolution of functionality in the LTEE

Recall what Behe calls “the first rule of adaptive evolution: break or blunt any functional gene whose loss would increase the number of a species’ offspring.” In support of that rule, Darwin Devolves pays considerable attention to the LTEE. Behe skillfully uses it to build his case that unguided evolution produces adaptations (almost) exclusively by breaking or blunting functional genes. The implication is that constructive adaptations—those that do not involve breaking or blunting genes—require an “intelligent agent” who has introduced new genetic information, by some mysterious process, into certain lineages over the course of life’s history.

Am I surprised that Behe uses the LTEE as one of the centerpieces of Darwin Devolves? No, not at all. Does the LTEE provide strong support for his argument? No, it does not. The LTEE fits the bill for Behe because it’s just about the best case possible to showcase his rule. But just as loss of sight in cave-dwelling organisms is a special case that won’t tell us how eyes evolved, one must be careful when extrapolating from this experiment to evolution writ large. (I say this even though the LTEE is my scientific “baby” and has been a useful model system for studying some aspects of evolution.)

The LTEE was designed (intelligently, in my opinion!) to be extremely simple in order to address some basic questions about the dynamics and repeatability of evolution, while minimizing complications. It was not intended to mimic the complexities of nature, nor was it meant to be a test-bed for the evolution of new functions. The environment in which the bacteria grow is extremely simple. The temperature is kept constant at 37C, the same as our colons where many E. coli live. The LTEE “host” is an Erlenmeyer flask, not an animal with an immune system and other defenses. There are no antibiotics present, no competing species, and no viruses that plague bacteria in nature. And the culture medium contains a single source of energy that the ancestral bacteria can use, namely the sugar glucose. In contrast, E. coli lineages have endured and adapted over millions of years to countless combinations of resources, competitors, predators, toxins, and temperatures in nature.

Indeed, the LTEE environment is so extremely simple that one might reasonably expect the bacteria would evolve by breaking many existing functions. That is because the cells could, without consequence, lose their abilities to exploit resources not present in the flasks, lose their defenses against absent predators and competitors, and lose their capacities to withstand no-longer-relevant extreme temperatures, bile salts, antibiotics, and more. The bacteria might even gain some advantage by losing these functions, if doing so saved time, energy, or materials that the cells could better use to exploit the limited glucose supply.

And just as one would expect, the bacteria have diminished or lost various abilities during the LTEE. For example, all 12 populations lost the ability to use another sugar, called ribose, and they gained a small but measurable competitive advantage as a result. Similarly, half of the lines evolved defects in one or another of their DNA repair systems, which led to hypermutability. While hypermutability resulted from a loss of function at the molecular level, it produced a slight gain in terms of the rate at which those lineages adapted to their new laboratory environment. There are undoubtedly many functional losses that have occurred during the LTEE, some that have been described and others not.

If that was all there were to the story, I might say that Behe’s portrayal was correct, but that he had missed the point—namely, that of course evolution often involves the loss of functions that are no longer useful to the organism. Biologists have known and understood this since Darwin.

But there is more to evolution than that, not only in nature but, as it turns out, even in the simple world of the LTEE. We’ve discovered cases where beneficial mutations evolved in genes that encode proteins that are essential, not dispensable, including ones involved in synthesis of the cell envelope and in structuring DNA so that it can be copied, transcribed, and packed into the tiny space of a cell. We’ve also found genes in which mutations occur repeatedly near key interfaces of the encoded proteins, in ways that imply the fine-tuning of protein functions to the LTEE environment, rather than degradation or loss of those functions.

In Darwin Devolves, Behe asserts (p. 344) that “it’s very likely that all of the identified beneficial mutations worked by degrading or outright breaking the respective ancestor genes.” He includes a footnote that acknowledges our work that suggests the fine-tuning of some protein functions, but there he writes (p. 609): “More recent investigation by Lenski’s lab suggests that mutations in a small minority (10 of 57) of selected E. coli genes may not completely break them but rather, as they put it, ‘fine-tune’ them (probably by degrading their functions).” Why does Behe assert that fine-tuning of genes occurred “probably by degrading their functions”?

Perhaps it’s because this assertion supports his claim, but more charitably I suspect the underlying reason is similar to the problematic inferences that got Behe into trouble in the case of the polar bear’s genes. That is, if one assumes the ancestral state of a gene is perfect, then there’s no room for improvement in its function, and the only possible functional changes are degradative. In my post on the polar bear case, I explained why the assumption that a gene is perfect (or nearly so) makes sense in certain situations. However, that assumption breaks down when an organism encounters a new environment, where the optimal state of a protein might differ from what it was before. Perhaps, for example, a mutation that would have slightly reduced an essential protein’s activity in the ancestral environment slightly improves its activity in the new environment. As I explained earlier, the LTEE environment differs from the conditions that E. coli experienced before being brought into the lab. It would be surprising if some proteins couldn’t be fine-tuned such that their activities were improved under the particular pH, temperature, osmolarity, and other conditions of the LTEE. It is unreasonable to simply assume that fine-tuning mutations “probably” degrade functions when evolving populations—whether of bacteria or bears—encounter new conditions.

The adaptation in the LTEE that has garnered the most public attention, though, is far less subtle. (The attention grew enormously after I had an email exchange with Andrew Schlafly, who runs the “Conservapedia” website.) After more than 30,000 generations, one of the 12 lines evolved the ability to consume citrate in an oxygen-rich environment—something that E. coli normally cannot do. Citrate, it turns out, has been a potential source of carbon and energy in the culture medium ever since the LTEE started. (The citrate is there, despite the inability of E. coli to import it from the medium, because it chelates iron and, in so doing, makes that micronutrient available to the cells.)

Sequencing the genomes of the citrate-using lineage revealed an unusual mutation—a physical rearrangement that brought together regulatory and protein-coding sequences in a new way—and genetic experiments demonstrated that mutation was responsible for this gain of function. In the line that gained the ability to consume citrate, the rearrangement involved duplicating a particular DNA segment; additional experiments showed that other types of rearrangements could also generate this ability. Even now, after more than 70,000 generations, none of the other LTEE populations has managed to evolve this new ability, despite its great benefit to the bacteria. This difficulty reflects several factors: (i) the low rate of occurrence of the necessary rearrangement mutations; (ii) the fact that efficient use of citrate requires certain additional mutations; and (iii) the absence of other, more highly beneficial mutations that could out-compete early, weakly beneficial citrate-using mutants.

To his credit, Behe does write about the lineage that evolved the ability to consume the citrate. However, he dismisses it as a “sideshow” (p. 365), because he refuses to call this new capability a gain of function. Instead, Behe writes (p. 362) that under his self-fulfilling scheme “the mutation would be counted as modification-of-function—because no new functional coded element was gained or lost, just copied.” In other words, Behe won’t count any newly evolved function as a gain of function unless some entirely new gene or control region “poofs” into existence.

But that’s not how evolution works—unless you believe, as Behe apparently does, that God or some other “intelligent agent” intervened to insert new genetic information into various lineages during the course of history. (Suffice it to say that I don’t regard this as a scientifically useful hypothesis, because I don’t think it can be tested.) Evolutionary biology doesn’t require that new genes poof into existence. Instead, old genes and their products are coopted, modified, and used in new ways—a process called exaptation. For example, crystallin proteins in the lenses of our eyes derive from proteins that performed other functions. At a larger physical scale, the wings of birds and bats derive from the forelimbs of their four-legged ancestors, which in turn derive from fins of fishes.

In short, Darwin Devolves presents a biased picture of the LTEE’s findings. Behe is overly confident in asserting that the vast majority of beneficial mutations have degraded functions, when the functional effects of most of these mutations have not been measured under relevant conditions. In any case, the experiment was designed to address issues other than molecular functionality, with the environment deliberated constructed to be as simple as possible. And yet, having closed the door on nearly all opportunities for new functions to evolve, a striking example arose in a tiny flask after a mere decade or two.

[This image shows some of the LTEE populations in their flasks. The one in the center is more turbid because the bacteria have reached a higher density after they evolved the ability to consume citrate in the culture medium.  Photo credit: Brian Baer and Neerja Hajela.]

LTEE lines centered on citrate #11


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We interrupt this program

We interrupt our irregularly scheduled blogging to wish the long-term evolution experiment a very fit 31st birthday!

Here are two pictures of graduate student Kyle Card doing today’s transfers, and thereby starting off the next year of their evolutionary journey.

Kyle Card setting up LTEE transfers on 31st birthday

Kyle Card transfers LTEE on 31st birthday

Today’s entries in the LTEE notebook are shown below.

LTEE notebook on 31st birthday

We also had a visitor who picked up some strains from the freezer over the weekend, and who left us a note on the lab’s whiteboard.

Zack left note 23-Feb-2019

We ate a Galapagos-themed cake, shown below, a couple of weekends ago when we celebrated the February birthdays of Charles Darwin, Abe Lincoln, and the LTEE.

Darwin cake 2019

Thank you Kyle, and thanks to everyone who has ever performed transfers and/or done research on the LTEE lines.

Last but not least, here’s a lovely post by Roberto Kolter at Small Things Considered wishing the LTEE a happy birthday!


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Reply to Michael Behe’s gentle comment

Michael Behe posted a kind, brief comment on my previous post. As I began to write my reply, I realized his comment and my reply would interest many readers, and hence this separate post.

Here is his comment, and my reply follows.

Behe comment 18-Feb-2019

Good day, Mike (if I may): Thank you for your kind words. I do appreciate the fact that you remain upbeat about my lab’s research, and much other work that you describe in your writings, even though I disagree with the “big picture” that you take from the evolution literature.

I find it interesting and personally enjoyable (despite some frustrations as well) that evolution remains such a “hot” topic. That’s true scientifically, with many extraordinary discoveries in recent years—from fossils like Tiktaalik and Archaeopteryx [edit: this one was discovered long ago, but it’s better understood now] to the DNA-based evidence that Denisovans and Neanderthals contributed to the genomes of many of us living today. It’s also the case that evolution remains “hot” for many non-scientists, and that’s wonderful. Whether for secular or religious reasons, we humans are deeply interested in where we came from and how we came about. In my own small way, I take pleasure in knowing that my lab’s research helps people get a glimpse of how evolution works.

I’m concerned, though, when these scientific and religious perspectives get intertwined and confused, even when they concern those big, important questions that interest all of us. I get even more concerned when I see what I regard as non-scientific ideas (such as “intelligent agents” introducing “purposeful design” by unstated and untestable means) being used to undermine the admittedly imperfect (and always subject to revision) understanding of evolution that science provides to those who want to learn. And I am most disturbed when these confusions appear to be part of a deliberate “wedge” strategy with ulterior sociopolitical motives. People will undoubtedly have diverse views about whether scientific explanations are adequate and/or satisfying ways to understand the world, but I see danger in trying to undermine scientific methodology and reasoning to advance religious beliefs and political goals.


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Happy birthday, Charles and Abe

Charles Darwin was born into wealth and privilege in England 210 years ago, while across the ocean on the same day Abraham Lincoln was born to a poor family in Kentucky.

Besides the coincidence of their birthdays, there are other interesting connections. Lincoln is known, of course, for preserving the Union and freeing slaves through the Emancipation Proclamation. But Lincoln also signed the law that established the National Academy of Sciences, which provides pro bono scientific advice to the federal government. And while Darwin is known for his work on evolution, he was also a prominent overseas voice in the abolitionist movement. During the voyage of HMS Beagle, Darwin had a heated argument with the captain, Robert FitzRoy, who defended the institution of slavery.

Darwin was onboard the ship as a gentleman naturalist, but the voyage was far from easy. Planned as a 2-year expedition, it was almost 5 years before 27-year-old Darwin returned to England in 1836. He was frequently seasick and, back home, often ill. Nevertheless, his observations, specimens, and notes laid the groundwork for his thinking that culminated with On the Origin of Species in 1859. That book presented Darwin’s evidence for descent with modification (what we now call evolution), and it put forward a mechanism—natural selection—that explains how species acquire traits that fit them to their environments.

Many of us first encounter the idea of evolution as children, when we see pictures or fossils of dinosaurs and other long-ago creatures. But evolution isn’t confined to the past; it continues to occur all around us. Some ongoing evolution causes problems for our health and wellbeing, such as pathogenic microbes evolving resistance to antibiotics. In many cases, though, evolution is used to solve problems in agriculture, biotechnology, and engineering. For example, Frances Arnold won a 2018 Nobel Prize in Chemistry for her work using evolution to generate valuable enzymes with improved and even new functions.

In my lab, we study evolution in action using bacteria, taking advantage of their rapid generations. We can freeze and later revive living cells, allowing us to compare organisms from different generations—in essence, time travel! In an ongoing experiment I started in 1988, we’ve watched 12 populations of E. coli evolve for over 70,000 generations. We can quantify the Darwinian process of adaptation by natural selection, and we’ve sequenced the bacteria’s genomes to understand the coupling between adaptation and genotypic evolution. We’ve even seen the emergence of a new metabolic function that transcends the usual definition of E. coli as a species.

It’s amazing just how much evolution has taken place during a few decades in these small flasks. It leaves me with awe at what evolution has achieved over the last four billion years on our planet … and with wonder about what more will unfold in the fullness of time.

LTEE flasks repeating

This post was written for the National Academy of Sciences Facebook page, where it also appears.

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Thank you, Neerja

Neerja Hajela has worked with me for over 22 years as a technician and lab manager. She is extremely skillful, diligent, organized, and dedicated in her work. On top of all that, she is a wonderfully kind and warm person. Now, this is her last week before she retires.

It’s impossible to put into words all that Neerja has done for me, for everyone in the lab, for the LTEE, and for my collaborators. But let me mention a few of the things she has done.

By keeping the lab running in a smooth and orderly fashion, Neerja has enabled me to spend more of my time thinking about science, writing papers, giving talks, etc., etc. We scientists sometimes complain that we have too much to do, and so we joke that we want to clone ourselves. Well, I’ve done better—I’ve had Neerja.

Those of us with labs know that our institutions take laboratory safety very seriously, as well they should. Neerja runs such a tight ship that, on many occasions after inspecting our lab, the safety officers have made comments to the effect that they wish all labs were as neat, clean, organized, and safety-conscious as ours.

One of the challenges of the long-term evolution experiment (LTEE) with E. coli is freezer management. We now have over 30 years of samples, spread over half a dozen freezers, which provide a record of past evolution. Neerja has overseen this ever-growing collection with extraordinary care and dedication. The samples provide critical backups that allow us to restart the LTEE from a recent milestone when mishaps occur, and they provide unique research materials such as when new technologies emerge. A case in point: Michael Desai wrote me a few years ago with a request. In essence, he wanted all of the LTEE samples for metagenomic sequencing. All of them—from each population and every generation with saved samples. Since I started the LTEE in 1988, we’ve always saved duplicate samples, with one of them being a backup to be opened only in an emergency. I could send Michael the backups, perhaps, but that didn’t seem like a good idea. So I decided we should make additional sets by going into the ~1500 key samples spread over several freezers; taking a subsample of each and culturing it to produce a larger sample; splitting the new culture into ten sub-cultures; and freezing those to provide a new set for Michael as well as other sets for collaborators and institutions. It took Neerja many months to accomplish all of this, but as always, she did it with great skill and care. (Oh, and you can read about the results of Michael’s request here.)

Last, but surely not least, Neerja has done more of the daily transfers of the LTEE than anyone else. She performed her first LTEE transfer on February 5, 1996, and since then she has done well over 4,200 daily transfers. (Thanks to Zachary Blount, who went through the LTEE lab notebooks for its 30th birthday.) And when Neerja hasn’t done the transfers herself, she has organized who else is responsible for each and every day’s transfers.

Thank you, Neerja, for all that you have done for me, for everyone in the lab, for the LTEE, and for science. Everyone in the lab joins me in wishing you and Ravindra all the very best in your retirement and new home!


Neerja Hajela 13-Mar-2017[Neerja Hajela]

Neerja doing transfers 30-July-2018[Here’s Neerja doing yesterday’s LTEE transfer]

Neerja pointing to entries from 1996 & 2018[Neerja pointing at two of her LTEE entries: her first transfer on February 5, 1996, and the one from yesterday July 30, 2018. The lab notebooks in the background record the daily transfers since she joined the lab.]

Neerja's first LTEE entry from 1996[Close-up of Neerja’s first entry.]

LTEE protocol[Neerja’s protocols for the LTEE, mounted in the lab, so nobody makes a mistake]

Neerja enforcing discipline[And in case that doesn’t work, here’s Neerja enforcing lab discipline]

LTEE transfer board[The LTEE transfer board from earlier this year]

Tanush tower 2017[Horsing around Tanush’s plate tower]

Neerja in lab, May 2017[Neerja making copies of freezer samples]

Neerja and Rich[Neerja and me]

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