Update on E. coli long term experiment

Hi Daniel,

You’ve never observed a black hole, but you probably believe in them. Why is that?

No one has observed the Big Bang. Nevertheless, I suspect you believe in it. Why is that?

No one has ever observed the remains of creatures becoming coal. Nevertheless, I suspect you believe that a lump of coal in a West Virginia mountainside is the remains of living creatures. Why is that?

I could ask these questions all day, but I’ll stop there.

Best,
Chris

By the way, can anyone tell me why the pace of generation in Lenski’s experiment is so (relatively) slow?

They achieved 50,000 generations between Feb 1988 and Feb 2010… that averages about 2,300 generations per year over those 22 years, or one generation every 4 hours.

But the advertised E. coli generation time in ideal lab conditions is ~20 minutes. That would give around 26,000 generations in a year.

There would of course be experimental reasons to run part of the experiment under conditions that slow the pace of reproduction, I.e., to introduce selection pressure… such as requiring the organisms to compete for scarce resources, or to encourage evolution in hostile environments, etc. But it doesn’t make sense to me why all strands were kept at the similar pace. If I were interested in seeing LONG term evolution, I’d run the experiment (or at least some strands of it) under conditions which maximized the reproduction. Would have been interesting to have a few control groups running at maximum speed for comparison, both against those in different environments as well as to each other.

If so, we could by now have seen at least some interesting effects (or confirmed the lack thereof) of mutation and selection of the fittest across 730,000 generations, rather than a measly 68,000…?

And no one has seen a random letter generator, linked to a dictionary and grammar checker, develop a book that made it to a bestseller list, but I suspect you don’t believe in that. And I could go on and on as well.

Point is, phenomena (Big Bang, black holes) that are explicable as the direct (and practically inevitable) result of (relatively) simple interaction of basic forces of physics, or those (fossil fuels) which are the result of the decay of extremely complex forms into ooze, don’t tend to incite skepticism in me.

I would think that the first part of that sentence is correct, but the second part is not, in that it does not shift, but is just a different thing. Again, if you are just looking at natural mutations, I would assume very few occur per generation of E.coli, but about 50 or so per generation of humans, primarily because it requires time to collect mutations due to environmental factors. Not much radiation damage to the genome in 20 minutes. At least that is my impression as a non- scientist. I am sure those in the field could give better answers.
As to why they did not try to make things optimal for growth, I am sure it was to slow down the process as well as create an environmental limit to see what the reaction would be.

Actually, I do. Welcome to XLNet text generation:

The surrounding district of P. Tuy Au Grande is known as “The Choca Island”. There is only one grocery store and one restaurant. The city of Cusco is as old as the city of Istanbul, but it does not appear to be as close to the historical center of Istanbul as it is to the capital of Bolivia. The Inca Empire was the largest, and most powerful, of the empire of Peru. But it has shrunk since the birth of the modern world. The city of Cusco has suffered from many cultural and economic changes. Although this is an important city, the population of its districts has declined as a result of the “human migration” that has occurred during the past hundred and thirty years.

Source: https://www.reddit.com/r/LanguageTechnology/comments/ce9tbz/xlnet_on_unicorns/

Actually, a lot more than decay is going on with coal according to geologists. But they can only infer the various forces at work because they have never observed the formation of coal.

The forces involved in the formation of a hurricane are no less complex or stochastic than the forces involved in the divergence of chimps and humans from a common ancestor, in my opinion.

Best,
Chris

Thanks for the link.

  1. I did specify specifically checking it against only a dictionary and grammar checker, not designing teleological/purposefully related word choices…

  2. Nonehteless, it also came up with the below stunning paragraph… the wonderful relevance of the 1000 year anniversary of the English Bible (!), the fortress in Bolivia as capital of the German empire, and then nothing topped this gem…

The possibility of the female branch of the species being breeding with a male branch is almost highly likely.

Males breeding with females almost highly likely! Fascinating.

  1. I maintain my previous assessment that we will not be seeing this in a bestseller list anytime soon, unless as a mere curiosity.

In 1891 Bolivia, an ancient red stone fortress, Cusco, stands amidst a spectacular landscape and peaceful mountains. The English New Testament is in its thousand year anniversary translation. In the beginning of the century, Cusco was the capital city of a large German Empire and was the northeastern of four distinct kingdoms. But its population has declined to a little over two thousand people today. The possibility of the female branch of the species being breeding with a male branch is almost highly likely.

The LTEE is done in a minimal medium (DM25), and the doubling time in the LTEE (something around 6.7 hours) is nicely between the 20 min in LB in a flask in the lab and the 15-ish hours in the wild.

https://royalsocietypublishing.org/doi/10.1098/rspb.2018.0789

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Then your specification is completely irrelevant to the domain of biology, where natural selection provides a kind of guiding hand.

A lot of schlock gets read by the public. You don’t have to be a best-selling author to be a successful writer. And you don’t have to be a perfect bacterium to be a successful bacterium. :slight_smile:

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Which is why it was no surprise to YEC or ID people.

Can you elaborate on that?

However it had been observed back in the 1990’s and now it has been shown in the lab that it can reliably be induced in E. Coli cultures in a matter of months. Something that can be produced reliably and in a short time is probably no great evolutionary innovation. This is an order of magnitude faster than the LTEE because that did not particularly favour this change.

It would be interesting to see how long it takes E.coli to revert when conditions no longer favour this variety. I wonder if this experiment has been done?

A huge difference is that Lenski wasn’t trying to induce aerobic citrate utilization. The amount of citrate in the medium was, I suspect, significantly lower than that in the studies you are referring to. In any case, it would be very interesting to see what the other mutations have done to allow the altered metabolism. Do you know of any biologists involved with the LTEE or the other citrate utilization studies that claim it is “no great evolutionary innovation”?

I haven’t read all of the LTEE papers, but I don’t know that this has been tried. Agreed, it would be interesting to see what happens in culture medium lacking citrate.

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If you agree, if you agree that environmental change is the basis for natural selection, and the Lenski experiment verifies this, I welcome your agreement. My problem with BioLogos is that they do not.

As I expect you know, traditional evolutionists, Dawkins et al, say that evolution is random and unguided. This is good for their contention that life is empty and meaningless, but terrible science, because it means that it natural selection is not verifiable and not scientific.

Random natural selection also does not compute. Back in the day when I was young then we discussed evolution it usually ended when someone cited the “monkey example,” if you has a billion monkeys and put them typing on a billion typewriters, for a billion years, they would eventually type War and Peace

I assumed that there was something to this until I started doing the math. If you start squaring 24 for each letter then you will be lucky to write a page over a billion years, much less a chapter.

Then too the whole thing is false. One cannot expect a string of random letters to be rational. That is just not what they are. By definition random strings of letters or numbers are not non-random.

Yes, you might be able to find a some letters that are in the proper order so you can put them all together to make the sentences that you need to make up a paragraph, etc, but this is not random.

Thus the picture that Dawkins paints of evolution is false and irrational. It confirms the atheist understanding of life with bad science. It would seem that BioLogos would want to a 1) Fix the science, and 2) Fix it in a way that would strength our claim of evolutionary creationism. Ecological natural selection that way.

God created humanity by creating our universe in such a way that human being were created by evolution as witnesses to God’s Creation and God’s history. This is the message of the anthropic principle. .

Indeed, they are simply the processes we can observe, in real time, played out over a longer timescale.

We also can’t watch continents jump hundreds of meters, but we can watch them inch (millimetre?) along, and it just so happens that those present-day rates, extrapolated backwards, match up with other lines of evidence that indicate they were once elsewhere -such as the nicely matched up coastlines of Africa and South America.

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It would have taken a LOT of materials and labor to capture a new generation every 20 minutes. What they did was start a new culture each day with a 1 to 100 dilution of the previous day’s culture and then let it grow overnight. If you start with 1 and build to 100, the first generation is 2, followed by 4, 8, 16, 32, 64, and 128. So there are about 6.5 generations per culture per day before the media is used up by a 0.1% inoculum. Most of those generations will occur during the log phase of growth early in the culture when there is plenty of food. This is the period of time where generation times are around 20 minutes.

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Indeed a LTEE experiment involving 20-minute generations would be effectively impossible without a robotic system. But there is at least one more important scientific reason for the choice of a median generation time: the problem/phenomenon of clonal interference. Lenski has written about this and other really interesting aspects here:

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Actually, XLNet text generation is not a random letter generator. It is a language modelling program with several predecessors and an enormous amount of intelligent design put into its development.

… language modeling is a fancy word for the task of predicting the next word in a sentence given all previous words. This seemingly simple task has a surprising amount of depth and the true potential of language modeling started to be unlocked by methods using it as a pretraining method.
https://mlexplained.com/2019/06/30/paper-dissected-xlnet-generalized-autoregressive-pretraining-for-language-understanding-explained/

Yes, that’s what I said.

E. Coli starts with all the genetic instructions and molecular machinery for citrate metabolism; the bacteria in the LTEE did not have to evolve these during the course of the experiemnt. Normally in E. Coli this is turned off in the presence of oxygen. However the transition to Cit+ in the presence of oxygen is well within what Behe calls the edge of evolution as has been shown by experiments. It was a surprise at the time and widely trumpeted as a major outcome of the LTEE but much less impressive in retrospect.

Hi Chris,

I believe I addressed this idea in another thread, so I beg the indulgence of anyone who recognizes my repetition.

Just as an intelligent community designed the stochastic XLNet language generation model, the God of Abraham, Isaac, and Jacob designed the evolutionary processes that we observe in nature.

We could go a long way with this!

  • Beam search in XLNet is similar to natural selection in biological evolution.
  • Sampling in XLNet is similar to genetic recombination.
  • Online training with backpropagation is similar to mutation and population genetics.
  • Etcetera.

It’s important to pay attention to the level of abstraction. At a lower level, a biologist can identify the dynamics and constraints at work in evolution, and a computer scientist can identify the dynamics and constraints at work in XLNet. At a higher level, a philosopher or theologian can identify the creator of biological evolution, and a historian or devops engineer can identify the designers of XLNet.

You are attempting to reject a low abstraction level theory of biology by making an appeal to a high abstraction level analysis of XLNet. This is an improper argument. If you could instead respect the abstraction levels at work in both domains, you could understand how someone like me can trust both the scientific explanation provided by evolution and the theological explanation provided by Christian faith.

Best,
Chris Falter

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A recent summary by J Wile

To understand what has happened, we need to go back to 2008. In that year, the LTEE showed that even though Escherichia coli normally can’t make use of a chemical called citrate when oxygen is present, one of the their populations developed that ability after 31,500 generations of existence.1 As a result, it was dubbed the “citrate plus” population. How did that happen? At the time, no one knew. However, evolutionists thought it was the result of some rare event or combination of events, exactly the kind upon which evolution depends. New Scientist put it this way:

By this time, Lenski calculated, enough bacterial cells had lived and died that all simple mutations must already have occurred several times over.

That meant the “citrate-plus” trait must have been something special – either it was a single mutation of an unusually improbable sort, a rare chromosome inversion, say, or else gaining the ability to use citrate required the accumulation of several mutations in sequence.

Lenski himself was bold enough to write:

So the bacteria in this simple flask-world have split into two lineages that coexist by exploiting their common environment in different ways. And one of the lineages makes its living by doing something brand-new, something that its ancestor could not do.

That sounds a lot like the origin of species to me. What do you think?

Not surprisingly, a recent experiment has shown that the evolutionary predictions of Lenski and New Scientist are wrong. At the same time, it demonstrated that the predictions of both intelligent design advocates and creationists were correct.

Not sure I understand. What predictions were correct? It appears to me that evolution took place with the changes that enabled citrate to be used, and in addition it was stated that the E. coli also adapted to the simple life in the flask, which is also evolution. Could you elaborate on how that is intelligent design?

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