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Friday, December 30, 2005

A signature of a radiation in metazoan evolution

How real is the Cambrian explosion? In a sense, it wasn't an explosion at all in any commonly understood meaning of the term—it was a relatively rapid apparent diversification of animal phyla over the course of at least tens of millions of years, at a rate that is compatible with unexceptional rates of evolution. Even at the most 'explosive' rate that can be inferred from the observations, this is not an event that challenges evolutionary theory, nor should it give comfort to creationists of any stripe.

However, there are controversies here. One camp holds that the rapid divergence of the metazoan phyla in the Cambrian is real: the different phyla all arose sometime around the boundary, 543 million years ago, and then evolved into the various forms we see now. This interpretation is supported by the fossil record, in which the first recognizable representatives of the phyla are found from roughly the same period.

Another interpretation is that the Cambrian explosion is only apparent: that the divergence occurred well before 543 million years ago, and that there was a long period of undetectable evolution. The major groups of animals separated 600 or perhaps even as much as 700 million years ago, flourished as small wormlike forms that would have fossilized poorly, and what the Cambrian represents is an emergence of larger forms with hard body parts that fossilized well. Some of the molecular data supports an early divergence, and there are known pre-Cambrian trace fossils and fossils—the phosphatized embryos of the Doushantuo formation, about 600 million years old, are a good example.

There are also other ambiguities to be resolved. The relationships of many animal phyla are confusing, and who branched from whom remains to be resolved. In the diagram below, the dashed lines in the tree are the problem: do they branch exactly as shown? How deep in time do those branches go?

metazoan radiation
The fossil record and evolution of 9 of the 35 currently recognized metazoan phyla suggest that most animal phyla diverged/arose at the beginning of the Cambrian (C) period. The thick lines represent the known ranges of fossils from their first appearance in the fossil record. Thin lines represent the inferred metazoan phylogeny based on fossil data. Dashed lines represent an amalgam of three conservative estimates of the inferred metazoan phylogeny.

Rokas, Krüger, and Carroll have taken an ambitious molecular approach to answer those questions. What they have done is examine 50 genes in each of 17 different species spanning 9 phyla, making a special effort to collect new data from phyla underrepresented in previous work: Porifera, Cnidaria, Platyhelminthes, Mollusca, Annelida, and Priapulida. The goal was to obtain sufficient data to resolve those branches in the animal family tree.

Their results are the kind that are most challenging to present: they were abstract and negative. Despite all their data, an alignment of 12,060 amino acids in proteins from all those phyla, the relationships of many of the taxa remain murky. The diagram below summarizes the tree they found. The numbers at the branches are the results of maximum likelihood/maximum parsimony analyses (big numbers are better, reflecting greater certainty in the validity of the branch point), while branches without numbers were not resolvable statistically.

metazoan radiation
The lack of resolution in phylogenetic relationships among major metazoan phyla. Values above internodes correspond to support values from ML and MP analyses, respectively. Only internodes with significant support in at least one of the two analyses (ML and MP) or internodes present in majority-rule consensus trees of both analyses are drawn. Analyses were also performed by Bayesian inference. Although certain analyses provided strong support for particular clades, analyses of different subsets of taxa produced significantly different and conflicting results.

Hmmm. All that work, and the branching is still blurry. The investigators evaluated a number of possible problems to see if they were the source of the difficulty. For instance, long branch attraction is a common problem, so they reanalyzed the data, excluding some of the long branched taxa to see if it sharpened up the results. It didn't help.

They speculated that there could be a few "rogue" taxa, whose position in the tree was problematic, so they threw the least stable groups out of the analysis to see if that helped. It didn't.

They didn't think that missing data from some taxa would affect the results, but they reanalyzed, excluding the two phyla with the most incomplete data sets. They were right, it didn't improve their analyses. They tried multiple other approaches to figure out why exactly they couldn't discriminate many of the branch points.

Maybe it's simply a shortcoming of their methods: they don't have the capability to resolve events that occurred several hundred million years ago. To address that, they used their same techniques on a completely different kingdom, the fungi, in which we don't know of any major threshold event comparable to the Cambrian explosion. Those results are diagrammed below; metazoa are in the top half of the tree, while fungal taxa are in the bottom half. The key point is that in most cases, it worked! They could see the relationships of the various fungal taxa with a high degree of statistical significance.

metazoan radiation
The contrast in phylogenetic resolution between the clades of Metazoa and Fungi. Values above internodes are as in Fig. 1. Eleven out of 13 internodes in the fungal clade are significantly supported by both optimality criteria (ML and MP), whereas only 4 out of 14 internodes in the metazoan clade are significant. Analyses were also performed by Bayesian inference.

One possibility is that, unlike fungal history, the speciation events that produced the metazoan phyla were so tightly compressed that they can't be resolved at this distant remove—in other words, that the Cambrian explosion represented a real burst of macroevolutionary branchiness that occurred in a narrow window of time. They tested this hypothesis with a simulation of another known rapid adaptive radiation, the emergence of the mammalian orders. The mammals diverged 107 million years ago over a span of 42 million years, so the window of time is comparable to that of the Cambrian explosion, only much more recent. They then simulated an additional 500 million years of molecular evolution to produce a data set that could be analyzed, and found again that the passage of that much time would obscure the relationships between the orders.

What they propose, then, is that the lack of resolution is data, and represents a positive signature of an adaptive radiation. They come down on the side of the reality of the Cambrian explosion—it is comparable to other situations in which a lineage rapidly diversifies as it exploits a novel or otherwise empty environment.

An accompanying Perspectives article by Jermiin et al. raises some objections to the analyses that were out of my depth, but in particular mentions that some of the assumptions of homogeneity in rate and site of change in genes are unrealistic, and calls for further detailed study of how genes change over time—they are less pessimistic about the resolvability of the branches, and think there is room for improvement in the study. They suggest that it's a step in the right direction of reconciling paleontological and molecular data, and hint that there are 26 more phyla that haven't yet had a similarly rigorous examination yet…there is much work to be done!


Jermiin LS, Poladian L, Charleston MA (2005) Is the "Big Bang" in animal evolution real? Science 310:1910-1911.

Rokas A, Krüger D, Carroll SB (2005) Animal evolution and the molecular signature of radiations compressed in time. Science 310:1933-1938.


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Comments:
#55792: — 12/31  at  04:49 AM
Any of the professionals here familiar with the discussion of the explosion by Nick Lane in 'Oxygen'?

If so, what do you think of it?



#55794: — 12/31  at  06:08 AM
i think it's clear that this is only a preliminary result. more phyla, more groups per phyla and more genes will give better resolution.



#55795: Bryan Carstens — 12/31  at  07:29 AM
Bob O'H
Re: estimating divergence dates with molecular data. I'm using a coalescent approach to estimate divergence between two closely-related species, and getting a date of divegence between these species in the late Pleistocene (~400,000 ybp). Unfortunately, the confidence intervals around this date are approximately 100,000 generations. My data are 6 unlinked loci, about 1 kb each, in ~20 individuals from each species. While Rojas et al. have a larger data set (and a really impressive one at that) that is about 10X the size of my data, they are trying to estimate divergence times that are more than 1000 times those that I'm trying to estimate. I would imagine that the statistical confidence would decrease dramatically on any estimates of dates, which Given all the years that have past since the 'explosion', it would be extremely difficult to date divergence and reject the null model that all divergences occurred (roughly) simultaneously, because using any dating method the CIs would be broadly overlapping for most or all of the nodes in question.



#55797: Keith Douglas — 12/31  at  09:50 AM
(Hm, second page isn't showing up here for some reason.)

I have sometimes wondered about where fungi fit in the evolutionary history of life. Do I understand from the charts here that they originate around the time of the C. explosion, like the phyla of animals in question? And are they "contained within" Animalia or not? (I guess this would explain the motility of slime molds smile)



#55813: — 12/31  at  02:10 PM
Hi Alex

But this is one thing that bothers me, it REALLY does not matter how much they worked and how hard, this is no reason to reach conclusions that just cannot be inferred from the data. This is not about rewarding work per se, no matter how impressive or high-tech it is.

If they got their hands on some priapulid tissue, well congratulations, but the taxon sampling remains lousy, despite the fact that so many different genes were done. It is my impression from previous work done by people REALLY trying to solve the phylogeny, that fewer, better chosen genes over a decent taxon sampling will render far more consistent results.

I understand that for the purpose of the argument, the specific sequence of branching is irrelevant (not so if we were reconstructing steps in morphological evolution); however their argument that this is a "natural politomy" DOES require there be not much "sequence of splits" whatsoever, but that we have politomies, right? Therefore phylogeny is doubtlessly being used to inferr "quick evolution". At the very moment we acknowledge that we'd do well to separate the question of cladistics from the question of whether or not the Cambrian "explosion" was really an adaptive radiation or merely a taphonomic artifact, we recognize that the basic argument of the paper is misleading.

If their aurgument relies most heavily on mere simulations on the computer screen, with an entirely different clade, fungi, as the "control", well that's a stretch far beyond my good will, thanks. I expect this work will do better with the crowd of general evolution enthusiasts, all too willing to gape at the 'state of the art' work, than with the people really concerned with the early evolution of the metazoa. Specially because resolution of metazoan phylogeny has progressed, and will continue to do so.



#55814: — 12/31  at  02:11 PM
Alex

But this is one thing that bothers me, it REALLY does not matter how much they worked and how hard, this is no reason to reach conclusions that just cannot be inferred from the data. This is not about rewarding work per se, no matter how impressive or high-tech it is.

If they got their hands on some priapulid tissue, well congratulations, but the taxon sampling remains lousy, despite the fact that so many different genes were done. It is my impression from previous work done by people REALLY trying to solve the phylogeny, that fewer, better chosen genes over a decent taxon sampling will render far more consistent results.

I understand that for the purpose of the argument, the specific sequence of branching is irrelevant (not so if we were reconstructing steps in morphological evolution); however their argument that this is a "natural politomy" DOES require there be not much "sequence of splits" whatsoever, but that we have politomies, right? Therefore phylogeny is doubtlessly being used to inferr "quick evolution". At the very moment we acknowledge that we'd do well to separate the question of cladistics from the question of whether or not the Cambrian "explosion" was really an adaptive radiation or merely a taphonomic artifact, we recognize that the basic argument of the paper is misleading.

If their aurgument relies most heavily on mere simulations on the computer screen, with an entirely different clade, fungi, as the "control", well that's a stretch far beyond my good will, thanks. I expect this work will do better with the crowd of general evolution enthusiasts, all too willing to gape at the 'state of the art' work, than with the people really concerned with the early evolution of the metazoa. Specially because resolution of metazoan phylogeny has progressed, and will continue to do so.



#55816: — 12/31  at  03:18 PM
Alex

But this is one thing that bothers me, it REALLY does not matter how much they worked and how hard, this is no reason to reach conclusions that just cannot be inferred from the data. This is not about rewarding work per se, no matter how impressive or high-tech it is.

If they got their hands on some priapulid tissue, well congratulations, but the taxon sampling remains lousy, despite the fact that so many different genes were done. It is my impression from previous work done by people REALLY trying to solve the phylogeny, that fewer, better chosen genes over a decent taxon sampling will render far more consistent results.

I understand that for the purpose of the argument, the specific sequence of branching is irrelevant (not so if we were reconstructing steps in morphological evolution); however their argument that this is a "natural politomy" DOES require there be not much "sequence of splits" whatsoever, but that we have politomies, right? Therefore phylogeny is doubtlessly being used to inferr "quick evolution". At the very moment we acknowledge that we'd do well to separate the question of cladistics from the question of whether or not the Cambrian "explosion" was really an adaptive radiation or merely a taphonomic artifact, we recognize that the basic argument of the paper is misleading.

If their argument relies most heavily on mere simulations on the computer screen, with an entirely different clade, fungi, as the "control", well that is a stretch far beyond my good will, thanks. I expect this work will do better with the crowd of general evolution enthusiasts, all too willing to gape at the 'state of the art' work, than with the people really concerned with the early evolution of the metazoa. Specially because resolution of metazoan phylogeny HAS progressed, and will continue to do so.



#55860: Steven Robinson — 01/01  at  07:39 AM
It is evident to all, I think, that the problem of the 'Cambrian Explosion' cannot be solved from within the boxes of either Darwinism or creationism. The molecular approach - an attempt to solve the problem from the Darwinian side - merely sidesteps the palaeontological issue by substituting a different sort of evidence, still on the assumption that all organisms do have a common ancestor (an assumption which the problem itself is not permitted to challenge). There is, nonetheless, a third way of interpreting the evidence that combines some of the better insights of the other two and avoids the worst! I have every hope that in due time this will be the interpretation that free-thinkers interested in such issues will recognise as Darwinism's principal rival.
http://www.earthhistory.co.uk



#55862: — 01/01  at  08:13 AM
Don't even bother with Robinson's sight. A cursory examination leads one to a conclusion that is obvious from his post. He is clueless.

BTW - many of the graphics used on the sight appear to be outright copyright violations.



#55908: — 01/01  at  05:20 PM
Hi Alex
It does not matter how much they worked, but whether their interpretation of the data is correct. The taxon sampling remains unsatisfactory. My impression from work done by others is that fewer, better chosen genes over a better taxon sampling will render more consistent results.
This paper is an argument that there is a NATURAL POLITOMY towards the base of the metazoa. I agree we'd certainly do well to separate the question of specific cladistic relationships from the question of whether or not the Cambrian "explosion" was really an adaptive radiation or merely a taphonomic artifact. The paper does exactly this mistake, because tree structure is being used to infer time lapses of events. This is not a straight-forward conclusion and as such it fails to convince me. Other factors may still explain the lack of resolution for the battery of 60 genes.
Their argument relies most heavily on simulations on the computer screen using fungi (older, unicellular, not as fossilizable) as a "control". That is a stretch that not everyone will welcome.
I think people involved in the subject may not be too impressed by this work.



's avatar #55912: — 01/01  at  05:51 PM
Keith,

The experts here should be able to give the correct answer, but meanwhile I managed to dig up some unverified texts, since I got interested too.

First, in http://www.world-of-fungi.org/Mostly_Mycology/Jon_Dixon/fungi_origin.htm there is a timeline from RNA work (due to lack of fossils): "Due to the effect of the variable rates of evolution between the major kingdoms (Animal, plant and fungi), it is still not determined the exact sequence of divergence of the kingdoms. However, estimates of times of key events can still be formulated. Once again, all from evidence inferred from molecular sequence data, it appears that eukaryotes and bacteria shared their last common ancestor around 2000 millions of years ago. Plants, animals and fungi then began to diverge from one another in the region of 1000 millions of years ago. The important event to note here is that plants diverged first, thus fungi and animals shared a common ancestor more recently than either did with plants. The divergence of animals from fungi has been estimated at 965 millions of years ago."

So the animal/fungi split is well before the cambrian event under discussion. (Something I simply assumed from the context of the paper discussed in my argument with charlie.)

And from wikipedia one sees: "Originally classified as plants, fungi are not true plants because they are heterotrophs (they do not fix their own carbon through photosynthesis but use the carbon fixed by other organisms.) Fungi are more closely related to animals, than to plants but unlike animals they absorb their food rather than ingest it and their cells have cell walls surrounding them. For these reasons, these organisms are now placed in their own kingdom, Fungi.

The Fungi are a monophyletic group, meaning all varieties of fungi come from a common ancestor. Mycologists (scientists who study fungi) believe they are monophyletic because they have chitin in their cell walls and are absorbtive heterotrophs, along with other shared characteristics."



#55942: — 01/02  at  08:01 AM
Hi guys,
I would like to add one comment:
the middle Hox genes (Hox4-8) are thought to be key genes in the elaboration of the bilaterian body plan, as anterior and posterior Hox genes were already present in Cnidaria.
These 4 genes duplicated form one common ancestor. Interestingly, the temporal succession of their duplication, that you could in principle infer from a phylogenetic tree using the middle Hox genes of one species with the other Hox genes as outgroups is very poorly resolved. And this holds true using the large number of Hox genes that have been cloned and analysed from all major phyla.

So independently from the dataset in Rokas et al., the middle Hox genes, that are likely to have played a major role in the evolution of the bilateral-symmetric body plan, also appear to have evolved in a very short time, without having accumulated enough mutations to resolve the sequence of their duplication.



#55949: — 01/02  at  11:51 AM
Well it REALLY does not matter how much they worked, but whether their interpretation of the data is correct. If they got their hands on some priapulid tissue, that’s great, but the taxon sampling remains unsatisfactory. My impression from work done by others is that fewer, better chosen genes over a better taxon sampling will render far more consistent results.
This paper is an argument that there is a NATURAL POLITOMY towards the base of the metazoa. I agree we'd certainly do well to separate the question of specific cladistic relationships from the question of whether or not the Cambrian "explosion" was really an adaptive radiation or merely a taphonomic artifact. I believe the paper does exactly this mistake. Tree structure IS being used to infer time lapses of events. This is not a straight-forward conclusion and as such it fails to convince me. Other factors may still explain the lack of phylogenetic resolution.



#55958: Steven Robinson — 01/02  at  01:10 PM
The immediate and scurrilous reaction of ‘Vandalhooch’ is not of course an example of best practice.

My point is worth repeating: It is evident to all (excepting one person, granted) that the problem of the 'Cambrian Explosion' cannot be solved from within the boxes of Darwinism or creationism. This blog has had contributions from both points of view, and they’re not going to lead to any solution. So far as those on the Darwinian side are concerned, moreover, this is because the problem itself is not permitted to challenge the assumption that causes the problem.

I drew attention to my website because of its developing a third, intermediate way through this dilemma. The paper by Rokas et al. illustrates the situation well. Their analysis suggests that fungi have a common ancestor but that the other taxa (phyla) do not. Why not run with this straightforward implication and see where it leads? You will, after all, have the fossil record with you all the way! At the moment the rules seem to be: if an analysis supports our belief in a common ancestry for all life, we’ll accept it; if it doesn’t, we’ll think of reasons why not – a game where ‘heads I win, tails you lose’. Is such a logically closed system really the environment in which science should be practised in this post-Copernican age? Is that really free thought?



's avatar #56016: — 01/03  at  04:08 AM
"The immediate and scurrilous reaction of ‘Vandalhooch’ is not of course an example of best practice."

Well, he seems to be correct. You are introducing a lot of unnecessary adhocs. It would point to lack of clues about how science is done, since it tries to avoid these things.

"It is evident to all (excepting one person, granted) that the problem of the 'Cambrian Explosion' cannot be solved from within the boxes of Darwinism or creationism."

That seems to be another hint of lack of clues - it's called 'evolution', not the creationist tag 'Darwinism'. Further you seem to make an unwarranted conclusion - it seems to me biologists and/or most people discussing here expects evolution to eventually make a description, or at least that no other hypotheses will do better.

"Is that really free thought?" It's parsimony, commonly used in science and it's theories.



#56626: — 01/06  at  10:51 AM
Hi -
I am Dirk, co-author of the study discussed here. I was largely responsible for the bench work and data preparation, and I am a mycologist by training. To be honest, I would have loved to also look at the fungi more, since of course the fungi with other taxon sampling will show lack of resolution in my opinion. The main thing of this paper is though that given fungi and animals are approximately of the same age (and it would not matter if they are older), why do they differ in resolution. And that the lack of resolution might be a signature of a rapid burst in deep time. There was enough time passed to allow for this lack of resolution to be perceived now. If the animals are older than that, still you would have such lack of resolution.



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