Showing posts with label evolution. Show all posts
Showing posts with label evolution. Show all posts

Sunday, March 02, 2008

Being wrong for all the right reasons.

Just a bit of a ramble with some totally unresearched ideas here. Well, not totally unresearched, but impressions and the like, but without explicit references.

Working with fossils can be as frustrating as it is rewarding. It's a lot of fun, but each fossil only tells you so little. In fact, a fossil might be said to really tell you nothing. By themselves, fossils are dry bones, unanimated. Everything we know about fossils depends on our interpretations of them. This seems a little nihilistic, not to mention ripe for creationist misquotation. I'll warn now that there is nothing of use to the creationist here. I'm not talking about the big picture about evolution. I'm talking about the finer points. The crossed t's and dotted i's. Creationists might claim that there are no transitional fossils and try to use my words as a way of showing that even I, the palaeontology graduate student, thinks there's a problem. However, I'm not only predicating this post on the reality that there are many transitional fossils, but that our human frailties might even be preventing us from recognizing more transitional fossils than we have. I believe that we can cut the story of early vertebrate evolution even more finely than most palaeontologists are willing to admit.

When studying the fossil record, we need to recognize patterns. Humans recognizing patterns is tricky business -- we're pattern-seeking animals. We see shapes in the clouds or in random scattering of pebbles in a riverbed. We are often very prone to error, as our common sense thinking can fail us when more arcane matters are in question. We have confirmation bias, where we easily remember the confirming instances for our pet hypothesis but ignore, discard, reject, or rationalise any contradictory observations.

But this is why we have science. The idealised scientist aims to eliminate bias, tries to suspend wishful thinking, and (most importantly) challenges conventional wisdom and common sense thinking. The greatest discoveries in science were not the confirmations of things we already believed, but the revelation the startling facts that were totally inaccessible to our naked perceptions--often demonstrating how wrong we actually were.

There is apparently a world that exists independently of our ability to perceive it. And so, there are necessarily truths about the world that we may not be comfortable with. The point is that science can only tell us something new if it doesn't exist to support those comforting narratives we tell ourselves about how the world works. It is an "unnatural way of thinking" as the embryologist Lewis Wolpert put it:
[T]o do science it is necessary to be rigorous and to break out of many of the modes of thought imposed by the natural thinking associated with ‘common sense’. p. xiii-xiv. Wolpert, L. 1993. The Unnatural Nature of Science. Faber & Faber, Ltd. London
What Wolpert is saying is that science is almost like an affront to a very sacred sense of understanding the world: common sense. It forces us to think in ways that sometimes feel counterproductive, uncomfortable, and even revealing conclusions that do not look like they make sense. The conclusions might be very difficult (or even impossible) to understand.

Palaeontology has, for a long time, been a discipline of narratives. Stories, of whatever sort, tied to fossils in order to explain the patterns observed. The tradition has often been one of very elegant, if not fanciful, speculation that has, in some way, been tied to peculiar observations about fossils. No one can count the speculative hypotheses on dinosaur behaviour, for instance. Some have proven more testable than others, of course. The stories of evolutionary relationships between fossil species, as well as between fossil and living species, were at one time unverfiable just-so stories. At least this was the case in terms of their expression as narratives. We understood two things to be related because they bore homologous structures, but we also knew two things to be homologous because they were borne in related creatures. The cladistic revolution changed that and allowed us to express homology in terms of the nested distribution of similarities. It be came an explicit way of uncovering the patterns in our observations about fossils.

Palaeontology is still experiencing its growing pains in becoming a mature, accountable, rigorous science. The tools, like cladistics and related methods, are there and so is the ambition to use them. However, the steps towards Wolpert's vision of a science are not complete.

Cladistics, when treated with care and in an honest attempt to eliminate your bias, can be very helpful. However, it can just as easily be used to come up with a tree that makes you feel comfortable. It's just an algorithm. You can shove whatever you want in to make whatever you want happen. The point is what the algorithm does, and the logic behind choosing to apply it.

I won't go into the details of it, because I don't think that's what this rant is about. The point is that it acts like a filter for our observations. We can record apparent similarities between a bunch of fossil, or living, or fossil and living things and interpret, in our own minds, what that means. Or, we can subject it to a particular type of analysis that might not give us what our brain tells us it should be. What it will (hopefully) give us is a result of the kind we want, based on logical principles that we have worked out beforehand. These arguments are, themselves, worked out based on some general principles.

Methods like cladistics might not give us the right result. Methods will, at one time or another and however frequently or infrequently fail. Usually for some reason (the method is bad, we used it improperly, or just pure randomness).

The point, interestingly, isn't even about the right answer. It's actually about the wrong answer. We can and will be wrong when trying to explain the world. But we can be wrong for two reasons: the right reasons and the wrong reasons. It's like anything else, you can have all the calculations and the protocols and experimental controls right, and still Nature can throw you a curveball. Or it can be impossible to collect all the neccessary data, or simply impossible to know how much to collect. Nevertheless, we have to try. This can lead to us being wrong, but we will be wrong at no fault of our own. Alternatively, we can be too caught up with getting a result -- especially the result we want. This leads to us being wrong for all the wrong reasons.

So, for those of us working with fossils, I think we can be wrong for the righ reasons and wrong for the wrong reasons. I think honest attempts to challenge received wisdom, to upset old taxonomies, and question the authority of old is a good thing. It may lead us to stronger hypotheses, if not simply to a more honest evaluation of our data. It might be that we simply don't have the evidence to say all the things we're saying. We might, for the time being, only have the evidence for a very coarse picture of interrelationships of some fossil organisms. But the more we strive for a result, and the more we strive for a result that makes us feel comfortable, the farther our thinking get from Wolpert's description of true scientific thinking.
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Thursday, December 20, 2007

The origin of whales and "missing links"

The remains of a very basal member of the whale lineage was described this week in Nature. Carl Zimmer's got the gist of it, and you can see pics at Pharyngula. In short, this new fossil material suggests that an aquatic mode of life evolved in the whale lineage at some considerably earlier stage than their predatory mode. The finding is interesting because it illuminates some of the earliest stages in whale evolution.

But at times like this, the term "missing link" likes to fly around in the popular media (but certainly not in Carl Zimmer's writing!). "Missing link" has a certain seductive quality in that it's a familiar concept and can be used to easily grab the interest of lay readership. But therein lies the problem: this does nothing to dispel the misleading notions carried with the term "missing link", and instead only perpetuates them.

As others have pointed out, I'm sure, evolution is not viewed as a chain or a ladder, and concepts that apply such linearity are definitely misleading. However, one could defend the term by nothing that, often times, a fossil might alter the grouping we make and thus "link" one group to another group -- something we didn't know before. But even if that is the case (and it rarely is), no single fossil holds a privileged place in illuminating the tree of life. We understand the importance of a fossil, such as Indohyus, because of what it shares in common (or doesn't share in common) with other fossil forms and other living taxa as well.

Indeed, these forms to which we often apply the label "missing link" do demonstrate structures and charicter combinations that are in some sense intermediate between groups as we recognise them, but that is somewhat misleading as well. For instance, Tiktaalik is widely regarded as a "fish-tetrapod intermediate". In a sense this is true, but it implies the reality of fish as distinct from tetrapods and that one animal somehow bridges this otherwise un-crossable boundary between types. Instead, we understand tetrapods as nested within the bony fishes, with the lobe-finned fishes sharing a special common grouping with them. Among these lobe-finned fishes exists a range of forms that are either more or less like tetrapods than others.

It is within this comparative context that transitions are understood. Sequences of character change are built up be recognizing the common features shared among groups in a hierarchy. It is thus a branching picture, rather than a straight chain with some missing links. The so-called "missing links" get portrayed as somehow essential to the whole story, the last piece of evidence required to prove some otherwise incomplete notion. In reality what they do is quite often to fit neatly into a picture that we already understand very well and serve instead to make the details much clearer.

In the case of Indohyus, it adds important new information in understanding the origin of whales, both from a phylogenetic perspective, but mostly from a functional and ecological perspective. It's not so much a "missing link" no longer missing, as a piece of the puzzle that helps us decide between competing solutions.
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Thursday, December 06, 2007

Science as a process: placoderm muscles revisited

You might recall the discovery of fossil placoderms with preserved muscle tissue from earlier this year. I posted on it here, but noted that there was a problem with the analysis, but I didn't say exactly what. This week, the journal Biology Letters published a comment on this paper by a colleague and myself, along with the response from the authors of the original paper.

It's tempting to write a counter rebuttal here, but I'll just let you read the papers if you have access to them. The point is, this is how science works: we depend on other workers being willing and able to criticise our work when they think there is reason to do so. Because of this, science maintains its credibility and its integrity. A case example for your edification. Enjoy.
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Tuesday, February 13, 2007

Placoderm soft tissue preservation

The Late Devonian Gogo Formation is noteworthy for its exceptional preservation of fossils in limestone nodules -- particularly vertebrates. Amazing examples of nearly three-dimensional fossil fishes have been collected, showing life-like articulation. These fossil fishes have been exceptionally influential in our understanding of early vertebrate evolution, since they reveal such exceptional details. Now, Gogo is revealing new, unexpected details: the oldest soft tissue preservation in jawed vertebrates.

A recently published paper by Trinajstic et al. in the journal Biology Letters presents the details of muscles, blood vessels and individual neurons in an extinct type of early jawed fish, the placoderms. Unfortunately, the figures are, for the most part, less than dazzling. Nevertheless, here are some examples for your edification.


a) Shows an individual muscle fiber; b) individual neuron connecting to a muscle fibre; c) capillaries (blood vessels); d) calcium phosphate crystals that make up the preserved tissues.

One of the important discoveries in this paper helps us understand how the placoderms are related to modern fishes. Over the decades, numerous hypotheses have been offered for how all the various groups of jawed vertebrates were related to each other, particularly how the fossils fit in. Fossils, of course, give us essential clues to how evolutionary transformations have taken place, but it is first important to know how they are related to each other and modern forms. Placoderms have been proposed as the sister group of sharks and their kin, of bony vertebrates, or as the most "primitive" of the jawed vertebrates.

What some of these partially articulated placoderms show is the morphology of the actual muscle blocks of the body axis.



These will add much to the debate on how placoderms may be related to modern lineages of jawed fishes. The authors of the paper note certain similarities to lamprey in these muscle blocks, suggesting that placoderms were the most primitive jawed vertebrates. However, I'm going to leave my discussion of it there and leave it to the reader to investigate this question more fully.




Update 19/02/2007: As somebody in the comments asked: how did these tissues get preserved. Yes, of course! These days, I'm so wrapped up in phylogenetic analsysi work of my own that I totally forgot about other interesting science! Yes, how are these soft tissues actually preserved.

Well, the important thing to point out is that they've been phosphatized, just like the Doushanto embryos. No these are not "fresh meat" as Karl in the comments says. So this is this really analogous to the preserved dinosaur soft tissue, either.

The authors of the paper rely on palaeoenvironmental information about the site to infer that the conditions were in fact anoxic at the immediate site of tissue preservation. In the absence of oxygen, the calcium precipitated in the local environment would've preferentially been calcium phosphate rather than calcium carbonate (limestone). The presence of microbes on the surfaces of the cells served to concentrate the calcium phosphate precipipation in the place of the tissues. Remember, bacterial cells are much, much smaller than differentiated animal cells and so an entire colony of bacteria encasing an animal cell can effectively create a facsimilie of the original thing! However, my competence of the geochemistry involved in this type of preservation is quite limited and if you're interested in knowing more, I suggest looking into the process of soft tissue phosphatization for yourself.




Trinajstic, K. et al. (in press) Exceptional preservation of nerve and muscle tissues in Late Devonian placoderm fish and their evolutionary implications. Biology Letters. link
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