john hawks weblog

paleoanthropology, genetics and evolution

chimpanzees

  • Why "monkey see, monkey do" isn't for apes

    Wed, 2005-12-14 21:21 -- John Hawks

    In Carl Zimmer's New York Times article, he recounts how he signed his daughter up to match wits with a chimp. The point was further experimentation on the imitative abilities of apes compared to humans, following after the work of Andrew Whiten and colleagues (which I discussed here).

    In Zimmer's story, the apparatus was a transparent box with a Rube Goldberg-like means of opening. The trick is that most of the steps are unnecessary, and the chimpanzees figure this out right away.

    But kids don't.

    The researchers turned to humans. They showed the transparent box to 16 children from a Scottish nursery school. After putting a sticker in the box, they showed the children how to retrieve it. They included the unnecessary bolt pulling and box tapping.

    The scientists placed the sticker back in the box and left the room, telling the children that they could do whatever they thought necessary to retrieve it.

    The children could see just as easily as the chimps that it was pointless to slide open the bolt or tap on top of the box. Yet 80 percent did so anyway. "It seemed so spectacular to me," Mr. Lyons said. "It suggested something remarkable was going on."

    This phenomenon will be familiar to any parents whose kids bring home undesirable traits from their schoolmates. Smart children are better at copying the stupid behaviors of their peers --- which often induces a descent to the lowest common denominator.

    It's a good thing, because school as we know it would be impossible if most children weren't such careful imitators.

    Interesting how we end up classifying behavioral variation. Kids who have less of an imitative ability are more "independent", or more "difficult" depending on the circumstance.

    It does make you wonder about the reasons for the evolution of such a talent. Is it because it made children better at accommodating to cultures? Or because it made it more convenient for parents to care for them? Or because it endeared them to their parents (or their peers)?

    In any event, I'm very sure my daughters are great imitators. Which means they would lose to the chimps, too.

  • Chimpanzee language antics

    Mon, 2005-10-31 23:39 -- John Hawks

    Carl Zimmer has an article in Forbes covering recent experiments in chimpanzee vocal communication.

    But don't write off those grunts and hoots just yet, at least according to a new study that appears in the Oct. 15 issue of the journal Current Biology. Katie Slocombe and Kaus Zuberbuhler, two primatologists at the University of St. Andrews in Scotland, investigated a particular noise chimpanzees make when they find food, called a "rough grunt." At the Edinburgh Zoo, the scientists fed the chimpanzees two different foods--apples and bread--and recorded the sounds they made. Chimpanzees prefer bread to apples, and Slocombe and Zuberbuhler discovered a corresponding difference in the rough grunts they made for each food. They hit a distinctively high note when they came across the bread, and but made lower and noisier grunts for apples.

    It's a short article, supplemented by an entry on the Loom.

    This online issue of Forbes

    There are a number of short interview excerpts in the issue. One has Noam Chomsky discussing spontaneous language innovation in deaf communities. Another from Jane Goodall on the perils of e-mail communication:

    I remember when I worked for Lewis [sic] Leakey, first as his secretary. He was very impulsive. He'd get a letter in the mail, and he would open it, and it would be perhaps something from a scientist he thought was quite ridiculous. You could hear him muttering "Bosh! Rubbish!" The poor bit of paper would be scored with his marks, and he'd turn to me and say "Get so and so on the phone!" I got very wise to his moods, so I would pretend the number was engaged, or the man wasn't there, and then an hour or two later, he was rational again.

    And other interviews and articles, with Arthur C. Clarke, Wil Wheaton, Desmond Morris, Steven Pinker and many others. Many thanks to the reader who pointed me to the site.

  • Chimpanzee lets eight cousins drown

    Wed, 2005-10-26 22:58 -- John Hawks

    Reuters is reporting on a current study by Joan Silk and colleagues in Nature.

    Here's the intro:

    Chimpanzees share many traits with humans but altruism, it seems, is not one of them, scientists said on Wednesday.

    Although chimps live in social groups and co-operate and hunt together, when it comes to helping non-related group members, they don't put up with any monkey business.

    When given the opportunity to help themselves and other chimps they often choose the selfish option.

    The experimental setup gave the subject an option between two alternatives:

    If the subject (hereafter referred to as the actor) chose option 1, the actor obtained a food reward and another chimpanzee simultaneously received an identical reward (hereafter referred to as the '1/1 option'). If the actor chose option 2, the actor obtained the same size and type of food reward, but no food reward was delivered to the other chimpanzee (the '1/0 option'). As a control, actors were presented with exactly the same reward options when there was no other chimpanzee present (Silk et al. 2005:1357).

    So it's not a benefit/cost comparison, but a benefit/benefit. Sort of like if you won a house party from VH1, and you could either decide to invite other people or have the party all to yourself.

    The chimpanzees didn't choose the "1/1 option" any more often when another chimpanzee was there (and got the reward) than when there was no other chimpanzee there. Those unfeeling primates!

    I'm of two minds about the study. On the one hand, I'm not entirely sure how untutored humans would perform on this one. I think my two-year-old twins would pass -- when we are giving out treats, one will insist on an extra treat to bring to her sister. That situation is pretty analogous to the experiment, I think -- it's not like there's any cost to asking for an extra, since we know they are going to take it to the other twin. Nor is it really analogous to "sharing", which they do inconsistently. But we've had to work pretty hard to teach them to give out treats in that way, and they get direct feedback from us and the grateful sibling.

    Considering how complex even this simple case is, I'm not too surprised that the chimpanzees would fail to give out the treats to their groupmates. Nobody has taught them how to do it, and there is relatively little direct feedback (although at one study site, the potential recipients sometimes made begging gestures). And I don't think that untutored humans would do it without explanation and feedback -- it's just that humans have a pretty sophisticated verbal and nonverbal ability to give that kind of feedback. So there is a genuine cognitive difference between humans and chimpanzees that may be involved in the result, although it is not perfectly clear that it is "indifference" in the chimpanzees.

    On the other hand, look at the claim at the end of the paper:

    These results complement observational and experimental studies that indicate that chimpanzees cooperate mainly with kin and reciprocating partners and show no aversion to inequitable exchanges that benefit themselves (Silk et al. 2005:1358).

    This raises a question: would chimpanzees give out the treat to their kin? If not, then we're not seeing a failure to be empathetic toward the "unrelated other", we're seeing a failure to be empathetic at all. But we know that chimpanzees do behave preferentially toward kin in many contexts. So if this test failed to show empathy toward kin, it would be a failure of the test, and not a real indication of chimpanzee behavioral capacities.

    So I think there are some missing steps here. Coming up with clear psychological demonstrations of the concept of empathy, or altruism, or welfare of other individuals is tough.

    References:

    Silk JB et al. 2005. Chimpanzees are indifferent to the welfare of unrelated group members. Nature 437:1357-1359. Full text (subscription)

  • BROADLY CONSISTENT WATCH II

    Sun, 2005-10-02 23:14 -- John Hawks

    Looking back through the Chimpanzee Genome Consortium (2005) paper, I find this:

    Chimpanzee polymorphisms. The draft sequence of the chimpanzee genome also facilitates genome-wide studies of genetic diversity among chimpanzees, extending recent work. We sequenced and analysed sequence reads from the primary donor, four other West African and three central African chimpanzees (Pan troglodytes troglodytes) to discover polymorphic positions within and between these individuals.

    A total of 1.66 million high-quality single-nucleotide polymorphisms (SNPs) were identified, of which 1.01 million are heterozygous within the primary donor, Clint. Heterozygosity rates were estimated to be 9.5 x 10-4 for Clint, 8.0 x 10-4 among West African chimpanzees and 17.6 x 10-4 among central African chimpanzees, with the variation between West and central African chimpanzees being 19.0 x 10-4. The diversity in West African chimpanzees is similar to that seen for human populations, whearas the level for central African chimpanzees is roughly twice as high.

    The observed heterozygosity in Clint is broadly consistent with West African origin, although there are a small number of regions of distinctly higher heterozygosity. These may reflect a small amount of central African ancestry, but more likely reflect undetected regions of segmental duplications present only in chimpanzees (Chimpanzee Genome Consortium 2005:70, emphasis added).

    I included the context before the "broadly consistent" to be clear about what it refers to. Elsewhere in the article, the consortium identifies "Clint" as a "captive-born descendant of chimpanzees from the West Africa [sic] subspecies Pan troglodytes verus" (CGS 2005:70). So Clint's heterozygosity isn't just broadly consistent with West African origin; it is an example of West African origin.

    Now, the "broadly consistent" is there because the overall heterozygosity estimate for Clint is a bit higher than typical for West African chimps. So why don't they just say that? It's not like Clint's origin is a mystery.

    And there are plenty of good hypotheses for why one captive-born chimpanzee might have slightly higher overall heterozygosity than other members of his subspecies. The paper lists two; others include the possibility that Clint's captive ancestors were taken from different parts of West Africa, or that the captive breeding program avoided inbreeding more than wild chimpanzees. Any of these might be tested; they weren't, so we're left with the "broadly consistent" answer.

    Synopsis: 
    Here, "broadly consistent" means, we didn't bother to test the specifics.
  • Neutrality and selection on gene expression

    Sun, 2005-10-02 22:27 -- John Hawks

    There is a good case to be made that distinguishing neutrality from selection is now the central problem of molecular evolutionary biology. I don't intend to make the case, but I do want to discuss the problem. It arises for me because of a recent discussion of human-chimpanzee differences in gene expression, in a Science paper by Philipp Khaitovich and collaborators.

    Reading this paper and some of its references has made me realize that one of the key aspects of the problem is that evolutionary biologists and molecular biologists often don't speak the same language. Sometimes the two groups may use exactly the same terms to mean different things --- yet, because they are mostly words borrowed from English, the meanings are similar enough to cause immense confusion.

    These are my notes on gene expression differences between humans and chimpanzees. My focus is in pointing out things that might confuse, and attempting to determine the importance of the work to the project of uncovering the events and processes of human evolution. In that spirit, this is not a critique in any way, although I do include some critical comments; they are indications of the way this work differs from other kinds of evolutionary biology.

    So, what do I mean when I say the meanings of words appear to be different? Consider the title of the paper:

    Parallel Patterns of Evolution in the Genomes and Transcriptomes of Humans and Chimpanzees

    This seems quite clear to an evolutionary biologist: humans and chimpanzees both evolved in a common direction from an ancestor that was different from both of them. At least, that's the usual meaning of "parallel evolution".

    But in fact, the abstract makes clear that something very different is meant by the term "parallel" here:

    The determination of the chimpanzee genome sequence provides a means to study both structural and functional aspects of the evolution of the human genome. Here we compare humans and chimpanzees with respect to differences in expression levels and protein-coding sequences for genes active in brain, heart, liver, kidney, and testis. We find that the patterns of differences in gene expression and gene sequences are markedly similar. In particular, there is a gradation of selective constraints among the tissues so that the brain shows the least differences between the species whereas liver shows the most. Furthermore, expression levels as well as amino acid sequences of genes active in more tissues have diverged less between the species than have genes active in fewer tissues. In general, these patterns are consistent with a model of neutral evolution with negative selection. However, for X-chromosomal genes expressed in testis, patterns suggestive of positive selection on sequence changes as well as expression changes are seen. Furthermore, although genes expressed in the brain have changed less than have genes expressed in other tissues, in agreement with previous work we find that genes active in brain have accumulated more changes on the human than on the chimpanzee lineage.

    Now I'm confused. There is no evidence for parallel evolution here; rather, the expression profiles in the two species would seem to be parsimoniously explained by homology. In other words, there is nothing to suggest that the common ancestor of humans and chimpanzees had different expression levels in those tissues. Scanning the article, the word "parallel" is later used as a synonym for "similar"; and "the parallelism between sequence evolution and expression evolution" just means that both genetic divergence and expression differences depend on the tissue where genes are expressed. So "parallel patterns of evolution" is not about common pathways of selection, but instead a sort of tissue-dependent rate heterogeneity.

    If that were the only thing confusing me, I wouldn't bother writing about it. But reading this stuff, I'm having constant Inigo Montoya moments: "You keep using that word. I do not think it means what you think it means."

    Here's a passage from the conclusion:

    In summary, we find that the patterns of evolutionary change in gene expression are largely compatible with a neutral model, in which different levels of constraints acting in different tissues add up for single genes (Khaitovich et al. 2005: 1853).

    Of course, usually a neutral model is one in which there aren't any constraints...since the source of these constraints is selection.

    But here, the "neutral model" is applied only to the changes in gene expression that did happen, not the changes that didn't. In a way, this distinction is analogous to Ohta's usage of "nearly-neutral" evolution: Lots of slightly deleterious changes in gene expression may have been precluded by selection, and only the truly neutral ones actually happened.

    That's fair enough as it goes. And Khaitovich et al. (2004) make clear that the neutral model for gene expression is intended as a null hypothesis. It gives clear predictions for the differences we ought to expect, and in fact the differences that we observe do fit those predictions. So the burden is on an alternative explanation to explain the data better than drift. Until such an alternative surfaces, we are perfectly justified to say that humans and chimpanzees are different in gene expression mainly because of neutral evolution.

    But we should recognize that it is a very particular interpretation of "neutrality": one that gives a substantial role to selection. This may help explain another bit of confusion; why Khaitovich et al. (2004) include this:

    In fact, even at the level of morphology, it has been argued that many features are not adaptive, but instead result from physical constraints or historical accidents (Gould and Lewontin 1979) (Khaitovich et al. 2004:e132).

    This is a citation to "The spandrels of San Marco", but one that is misapplied. Gould and Lewontin's (1979) arguments about the limits of adaptation concern the proper definition of adaptations and the logic for inferring past selection. In their paper, they consider ways that features of organisms may actually reflect selection on related features or structures, elements of architectural necessity, or genetic drift. But Gould and Lewontin did not give any examples of characters that evolved by drift, nor even mention the role of drift directly on morphological characters. Their most interesting argument is that for polygenic traits the level of selection per gene may be so slight as to allow many nonoptimal alleles to be fixed. The "physical constraints or historical accidents" parts of the paper may accord with the spirit of the gene expression work, but they are not about neutrality or genetic drift -- they are about interpreting the proper role of selection.

    The key is that many things from other fields may look alike, or seem to be analogous, but that doesn't mean that they are alike or analogous. That's why it is important to use terms precisely, because sometimes they don't mean what you think they mean.

    Finding selective constraints

    Delving into the papers, it is possible to find some facts about gene expression in humans and chimpanzees that may help clarify the role of expression in the evolution of human characteristics. But the statistical test of neutrality makes clear that the goals of the molecular biologist and the evolutionary biologist are often very different from each other. Both may be interested in evidence of constraints, and these are not too problematic to identify:

    Our analyses show that each tissue is associated with a certain level of evolutionary constraints acting on the genes expressed in it -- for instance, brain imposes more constraints than liver. These constraints add up across tissues so that genes expressed in many tissues are subject to more constraints than are genes expressed in few tissues. The signatures of these constraints are seen both at the level of DNA sequence differences and at the level of expression differences (Khaitovich et al. 2005:1851).

    No problem: the evolutionary change in both coding sequences and gene expression depends on what kind of tissue the genes are expressed in. The pattern of selection on genes acting in the brain has kept them more similar between chimpanzees and humans than genes that are active in the liver. This is true to an even greater extent for genes expressed in many tissues. These genes are much more similar between humans and chimpanzees than are genes expressed only in the liver.

    Notice, I said "pattern of selection" instead of "level of evolutionary constraints". I think this distinction makes a bit of difference when considering the passage immediately following the last one:

    We have recently suggested that the evolution of gene expression patterns largely conforms to the predictions of a neutral model of evolution (23), i.e., that most expression differences observed within and between species are selectively neutral or nearly neutral. Because most evolutionary changes in nucleotide sequences conform to a neutral theory (24), the parallelism between sequence evolution and expression evolution observed here supports the notion that most evolutionary changes in gene expression are similarly selectively neutral or nearly neutral (23) (ibid., references in original).

    This doesn't follow. They have found that the pattern of selection is similar in humans and chimpanzees. They conclude that changes separating humans and chimpanzees are therefore not the result of selection. Again, I'm confused.

    Citation number 23 from the passage above is a previous paper by Khaitovich and colleagues (2004). In it, the authors demonstrate that much evolution in gene expression does fit the expectations of neutral evolution. The tests they applied are listed in the abstract to the paper:

    (1) expression differences between species accumulate approximately linearly with time; (2) gene expression variation among individuals within a species correlates positively with expression divergence between species; (3) rates of expression divergence between species do not differ significantly between intact genes and expressed pseudogenes; (4) expression differences between brain regions within a species have accumulated approximately linearly with time since these regions emerged during evolution. These results suggest that the majority of expression differences observed between species are selectively neutral or nearly neutral and likely to be of little or no functional significance (Khaitovich et al. 2004:e132).

    Khaitovich et al. (2004) show all of these propositions to be approximately true among hominoids.

    What does this mean? The motivation for the neutral theory was the discovery of abundant electrophoretic variation in natural populations. This appeared to contradict the established principles of genetics, which had been based on the assumption that most natural populations are monomorphic for a "wild-type" allele, and that polymorphism is rare. In contrast, electrophoretic studies found that polymorphism is ubiquitous. Under the assumption that this polymorphism is not reflected at the level of morphology or behavior, the neutral hypothesis proposed that the polymorphism has no phenotypic importance, and therefore no possible correlation with fitness.

    Applied to gene expression, we might make a prediction: that the variability in gene expression (i.e. polymorphism) is great, and that many changes in gene expression have no fitness effect. The actual extent of gene expression differences in natural populations (of humans and chimpanzees) is not obvious in these studies -- for the most part, differences within and between these species is concealed within cluster diagrams, which are based on distance formulae.

    But if we look at the diagram presented in Khaitovich et al. (2005:1851), a conclusion emerges:

    Figure 1 from Khaitovich et al. (2005:1851)

    The study concludes that genes expressed in testis were likely under positive selection because of the large between-species divergence compared to the small within-species divergence.

    But notice that only in this case does the ratio of within-species to between-species divergence look anything like that for gene sequences! For the other tissues, the between-species divergence is incredibly short compared to the amount of divergence between individuals within species. In contrast, most gene sequences show around a tenfold greater branch length between humans and chimpanzees than within either species.

    This problem is discussed by Khaitovich et al. (2004):

    The fact that the overall accumulation of expression differences conforms to a selectively neutral model does not mean, of course, that all expression differences between species are selectively neutral. As for nucleotide changes, some changes in gene expression will have had phenotypic consequences and some of these will have become fixed due to positive selection. To identify such gene expression differences, we propose to use the ratio of divergence between species to diversity within species, akin to the tests suggested for quantitative genetic traits (Charlesworth 1984; Lynch and Hill 1986; Turelli et al. 1988) and in agreement with recent suggestions by Rifkin et al. (2003) or Hsieh et al. (2003). However, to do this it is necessary for each gene considered to distinguish the gene expression diversity caused by genetic differences between individuals from the diversity caused by environmental factors. This is crucial since the environmental component is likely to be much larger than the genetic component. For example, under strict neutrality and no environmental influence, we expect a divergence to diversity ratio that is equal to the ratio of time of divergence of the species to the average time to the common ancestors of the individuals sampled within a species. This would be about 1:10 for humans and chimpanzees (Chen and Li 2001; Lander et al. 2001). However, the observed ratio is approximately 1:3, suggesting that the environmental component is on the order of three times bigger than the genetic component. Studies of gene expression differences among individuals with different genetic relatedness will eventually allow an estimation of the genetic component of expression variation.

    Khaitovich et al. (2004) attempted to use pseudogene expression as a neutral test of the ratio of between-species divergence to within-species diversity. But this is clearly an error, since the expression of these pseudogenes must depend on other factors (e.g. promoters and inhibitors, which are coded by active genes). It makes no difference that the expressed pseudogenes themselves do not affect fitness; whatever controls their expression may well affect many other (non-neutral) things, including the expression of active genes. Thus, pseudogene regulation might well be expected to be very much like the expression of active genes -- if indeed the pseudogenes' expression were controlled by unique-to-pseudogene promoters, then we might not expect them to still be expressed at all.

    This improper use of pseudogene comparisons may really have led them astray on the interpretation of testis-specific expression changes. If the ratio of between-species to within-species divergence is closer to 10:1, then it might mean that the environmental influence on testis-expressed genes is lower.

    In any event, it would appear that the extent of gene expression differences within species is very great indeed. The similarity in between-to-within species divergence ratios among tissue types shows that the pattern of selection among tissue types may be similar. But the relatively low between-species divergence shows that far fewer gene expression changes become fixed within species than occur within species. Some of this difference may be the consequence of environmental difference --- but it should be noted that environments vary between species as well as within them. From the great environmental differences between humans and chimpanzees, we might well expect between-species gene expression differences to be disproportionately great, not disproportionately minor. So a better explanation would appear to be strong selective constraints on most within-species variants.

    Of course, many of the differences between humans and chimpanzees in gene expression may have no fitness consequences. If this number of neutral changes is very large, in fact, it will make it very difficult to find evidence for adaptive changes in gene expression.

    Does a long interspecies branch length indicate positive selection? If we could control for environmental effects, it might. But this would be a very course test of selection --- it would require that the number of positively selected (i.e. adaptive) changes be very great -- perhaps more than the number of neutral changes. Here, we are looking at the expression levels of all genes (or at least a substantial proportion of them) within a tissue. Even if the tissue underwent substantial changes during human evolution, it is probable that these changes involved a relatively small proportion of all the genes that are active in a tissue.

    How do gene expression differences relate?

    At this point, it's worth thinking about what we aim to explain. I am interested mainly in three things: how selection caused the evolution of humans from an ape ancestor; whether the absolute number of adaptive changes in the human genome was high enough to substantially affect nucleotide diversity; and the extent to which human anatomical and behavioral evolution may have depended upon regulatory changes versus protein structural changes.

    As far as the number of selected changes in expression, the proportion of selected changes is not that informative. If the total number of changes (selected and neutral) changes is very large -- as it appears to be -- then a very small proportion of expression changes would still be a substantial number of changes. And it still remains possible that a relatively high proportion of differences between species were selected, even if there is a high level of within-species diversity, because of the unknown role of environment. And the same gene might easily have been under selection for its expression multiple times, or different times in different tissues. So there is far to go to figure out the role of adaptive change in expression on overall gene diversity.

    The extensive diversity in gene expression within species is very interesting from the perspective of regulatory vs. protein evolution. It may be that there is more extensive diversity among people in gene expression than in protein structure, and the fact that chimpanzees show a similar pattern may suggest that it is generally true. The role of selection depends on how heritable such variation in expression actually is, but considering the extensive variation and its continuous nature, it may be that gene regulation forms a much more facile substrate for adaptive evolution than does amino acid sequence change.

    One question is whether gene expression differences say very much about what we are interested in explaining about human evolution. For example, there is this passage from Khaitovich et al. (2004), concerning expression differences in different regions of the brain:

    Our data show that tissues that diverged recently have very similar gene expression profiles irrespective of the differences in function. For instance, the transcriptome of Brodmann's area 44 in the left hemisphere (Broca's area) is very similar to that of the prefrontal cortex in both humans and chimpanzees, although it is known to be involved in speech processing in humans while it must have another function in chimpanzees (Kandel et al. 2000). This is what we would expect if the time since divergence rather than the extent of functional differences determined the magnitude of transcriptome change. Thus, although a number of expression differences between brain regions surely correspond to functional differences, our findings suggest that a sizeable proportion of the differences are functionally neutral.

    Of course, they are not saying that there are no differences in gene expression between humans and chimpanzees in Broca's area; they are merely saying that the scale of differences in this area does not differ from other areas of the brain. So there clearly could be differences in gene expression that have functional importance in this region.

    But what if there weren't? A real possibility is that the important differences between humans and chimpanzees lie in the circuitry of this region, and not in the function of the neurons themselves. Indeed, the expression profiles of the neurons might be entirely identical for all we know, and the key differences might lie in the embryology of the developing neural circuits. These embryological differences themselves would be the product of differences in gene expression, but only at a particular stage of ontogeny.

    Clearly we need more than a one-dimensional account of expression differences. The evolutionary differences between humans and chimpanzees are determined by gene interactions that have a time component. What's worse, these depend on the interactions among developing (and differentiating) tissues, so that the in vivo differences in expression may not be easily modeled with in vitro methods.

    All this is to say we still have a lot to learn about gene expression in human evolution. Also, it is clear that different kinds of biologists need to read more of each other's work. The lack of familiarity with the use of common words really has the potential to lead to confusion. Fortunately, that sounds the same in all kinds of biology.

    References:

    Khaitovich P, Hellmann I, Enard W, Nowick K, Leinweber M, Franz H, Weiss G, Lachmann M, Pääbo S. 2005. Parallel patterns of evolution in the genomes and transcriptomes of humans and chimpanzees. Science 309:1850-1854. Full text online

    Khaitovich P et al. 2004. A neutral model of transcriptome evolution. PLoS Biol 2:e132. Full text (free)

  • Messing with chimpanzee minds

    Fri, 2005-09-30 21:30 -- John Hawks

    On the subject of ape tool use, Andrew Whiten and colleagues have an interesting experiment in Nature this week (9/29/05).

    Here is the experiment in a nutshell:

    Our experiment bridges the gap between population-level studies of wild apes and one-to-one social learning experiments by (1) extending the experimental approach to the group level, (2) focusing on ape-to-ape transmission, and (3) using a powerful 'two-action' methodology. In this approach, individuals see a given task completed using one of two possible techniques, allowing the extent to which their own subsequent behaviour matches the demonstration to be systematically measured. We studied three groups of chimpanzees: a control group exposed to a new task with no expert present, and two experimental groups, each supplied with a familiar, conspecific expert trained to solve this new task in a different way. Unlike previous attempts to study traditions using a single experimental group, our three-group design allows us to measure the extent to which two quite different techniques are copied sufficiently well to become traditions, with the control condition identifying baseline levels of individual discovery (Whiten et al. 2005:737, citations omitted).

    Using this procedure, the experimenters introduced a device that would vend food to the chimpanzees. The device could be worked in either of two ways: by using a stick to lift a hook, or by using the same stick to poke a flap. The workings of the device inside are not visible from the outside, although both lifting and poking are always available to the chimpanzee using the device.

    The question is, when chimpanzees learn extractive foraging techniques, how much of the learning is direct imitation of the techniques they see others doing, and how much is emulative learning by individual experimentation?

    There are basically two options here: either the chimp uses the device the way he saw another chimp doing it, or he experiments with the device himself and figures out the other method. The first option is imitative learning: the chimpanzee copies not only the goal, but also the actions leading to the goal. The second option is more emulative: the chimpanzee copies the goal, but figures out its own way to attain the goal.

    The experiment found that the chimpanzees predominantly used the method they saw another group member using:

    In the Poke group, all tool users adopted predominantly the Poke technique. In the Lift group, the first six chimpanzees to succeed adopted the Lift method predominantly. However, chimpanzee JL then discovered both the Poke and Lift techniques, and continued to use both of them (Fig. 2b). Two other chimpanzees in this group then acquired both methods, while two adopted only the Lift method and four only the Poke method (Whiten et al. 2005:738).

    The experiment also found that chimpanzees are conformists: even the chimpanzees who learned both techniques tended to use the technique that was most common in their group.

    References:

    Whiten A, Horner V, de Waal FBM. 2005. Conformity to cultural norms of tool use in chimpanzees. Nature 437:737-740. Full text (subscription)

  • The first Neanderchimp?

    Thu, 2005-09-01 16:12 -- John Hawks

    McBrearty and Jablonski (2005) report on the first discovery of chimpanzee fossil remains. The described fossils are three teeth: left and right upper central incisors and an upper molar, probably M1. They may well represent a single individual, although this cannot be said for certain. The paper also hints at another, "aberrant right upper third molar", but does not describe it.

    The teeth are morphologically within the range of living chimpanzees and show no strong differences from them.

    The similarity in the array of fossils encountered in K3 and K3' sediments suggests that Middle Pleistocene Pan and Homo lived, or at least died, in broadly similar environmental settings. Taken together, the evidence suggests a locally wooded habitat on the shore of an alternately fresh and saline-alkaline lake, fluctuating lake levels, ephemeral nearshore fluvial channels, a nearby freshwater spring, and a semi-arid climatic regime. These conditions are not unlike those found near the shore of Lake Baringo today, although dense human populations have eliminated much of the woodland that formerly supported chimpanzees and the faunal community of which they were a part.

    The paper suggests a mystery: chimpanzees were living 500,000 years ago in a place where there aren't any chimpanzees now. The conclusion seems a bit of a stretch, but for all we know may have been true:

    Representatives of both Homo and Pan are present in the same stratigraphic interval of the Kapthurin Formation at sites only 1 km apart, and faunal data suggest that they occupied broadly similar environments in the Middle Pleistocene. This evidence shows that in the past chimpanzees occupied regions in which the only hominoid inhabitants were thought to have been members of the human lineage. Now that chimpanzees are known to form a component of the Middle Pleistocene fauna in the Rift Valley, it is quite possible that they remain to be recognized in other portions of the fossil record there, and that chimpanzees and hominins have been sympatric since the time of their divergence.

    However, the paper doesn't probe what I think may be a bigger mystery. Today's east African subspecies of chimpanzees, Pan troglodytes schweinfurthii has a range extending into Uganda, and historically they extended yet farther east. Although this is not as far as the fossil locality, it is not that long a distance. But this comparison assumes that chimpanzees 500,000 years ago had the same range as today.

    Genetic evidence suggests that they didn't--at least not the present P. t. schweinfurthii. Gagneux et al. (2001) suggest that a low level of differentiation between east African (P. t. schweinfurthii) and central African (P. t. troglodytes) chimps may indicate that their time of separation is more recent than mtDNA can adequately resolve. And east African chimpanzees are highly restricted in their mtDNA variation compared to other subspecies (Goldberg et al. 1997). Together, these points may suggest a recent colonization of the eastern chimpanzee range by central African chimpanzees. Gagneux et al. (2001:891) suggest that the divergence of these populations may have occurred between 100,000 and 300,000 years ago -- a date based on the negative evidence of the resolving power of mtDNA sequences, not positive evidence.

    But if today's P. t. schweinfurthii got into east Africa only recently, then what kind of individual do these fossils represent?

    Here's a hypothesis: it's the chimpanzee version of a Neandertal -- a NEANDERCHIMP! An ancient chimpanzee subpsecies that no longer exists once extended across the eastern range of the species -- and in fact, even further east into the Eastern Rift. Sometime within the past 100,000 to 300,000 years, these chimpanzees were replaced by the ancestors of P. t. schweinfurthii, who came from central Africa. And these central African chimpanzees themselves may have come from the western part of the chimpanzee range during the past 500,000 to 1,000,000 years. This hypothesis envisages the spread of modern chimpanzees from a west African source within the past half million years.

    On the other hand, we might just accept that alleles have spread into east Africa without the spread of populations. The limited mtDNA diversity of east African chimpanzees might be a marker of selection, rather than population replacement. This would also account for the apparent genetic similiarities between east and central African chimpanzees, as well as the sharing of markers among the west and central African populations. It's not nearly as sexy a model as the proto-Neander-chimp idea, but it does allow this wayward Middle Pleistocene individual to be part of a population ancestral to living chimpanzees. And it does give precedence to nuclear genes (about which we know little) instead of mtDNA (about which we know much, but what we know may well be biased by selection). And it acknowledges the fact that no one has yet sampled DNA diversity along most "subspecies boundaries" in chimpanzees, so we actually don't know if the subspecies are as differentiated as the distant sampling points would indicate by themselves.

    So the Neanderchimp model is not the null hypothesis -- gene flow and selection in chimpanzees would be the safe guess here. But it shows a nice symmetry with the case of humans, don't you think? And it raises the central question about this fossil individual very nicely -- what is it, and which chimpanzees are its living relatives?

    What about bonobos? Do they figure into this scenario? As far as these fossils go, probably not:

    Specific diagnosis of isolated teeth within Pan, however, must be approached with caution, and for this reason we assign the Kapthurin Formation specimens to Pan sp. indet. Non-metric characters that have been suggested as diagnostic criteria for P. troglodytes, such as a more quadrilateral outline shape to the upper central incisor crowns and a better expressed hypocone on the maxillary molars, seem to suggest more similarity for the Kapthurin Formation fossils to P. troglodytes than to P. paniscus, but these features are variably expressed among the living species and subspecies of Pan. Although mean tooth size is known to be significantly smaller in P. paniscus than in P. troglodytes, size ranges overlap (Table 1). Furthermore, apart from the present specimens, we lack a fossil record for the Pliocene and Pleistocene from which to assess past variability within the genus, and it is feasible that the Kapthurin Formation fossils represent members of an extinct lineage within the genus Pan.

    But the speciation of bonobos and common chimpanzees occurred sometime between 500,000 and 1.5 million years ago or so, meaning that this divergence probably must be explained by the same kinds of biogeographic phenomena that explain the recent divergence of chimpanzee subspecies.

    Only time will tell if the Neanderchimp model will come into vogue. But you heard it here first.

    References:

    Gagneux P, Gonder MK, Goldberg TL, Morin PA. 2001. Gene flow in wild chimpanzee populations: what genetic data tell us about chimpanzee movement over time and space. Phil Trans R Soc Lond B 356:889-897.

    Goldberg TL, Ruvolo M. 1997. Molecular phylogenetics and historical biogeography of east African chimpanzees. Biol J Linn Soc 61:301-324.

    McBrearty S, Jablonski NG. 2005. First fossil chimpanzee. Nature 437:105-108. Full text (subscription required)

  • Chimpanzee-human Y chromosome comparisons

    Thu, 2005-09-01 01:01 -- John Hawks

    Hughes et al. (2005) report on the nature of Y chromosome genomic differences between humans and chimpanzees. The paper is a test of the hypothesis popularized by Bryan Sykes (in his book Adam's Curse: The Science That Reveals Our Genetic Destiny): namely, that in a few million years, the human Y chromosome will disappear entirely because its genes will have become entirely inactive or subsumed on other chromosomes.

    The short answer is: not gonna happen.

    The long answer has some interesting twists. As it turns out, humans appear to have conserved all of the functional Y chromosome genes that occurred in the human-chimpanzee common ancestor. The paper proposes that this is evidence for a stronger effect of purifying selection in humans than might have been assumed. They were able to confirm this by comparing coding divergence with intron divergence; the coding region sequence divergence between species was significantly low. That leaves an interesting evolutionary question: how strong was purifying selection compared to other chromosomes, and could it have affected standing Y chromosome variation during human evolution? Unknown.

    But these genes are ordered very differently on the Y chromosome than the equivalent genes in chimpanzees. In chimps, all the X-degenerate genes are together in one region. In humans, they have been scattered around onto both arms of the Y and intermingled with other sequences.

    The study is only of a subset of the Y chromosome: the X-degenerate regions, or the parts that contain genes with X chromosome analogs, but only analogs that are significantly divergent from their X chromosome equivalents. So it does not represent a final answer on many of these questions, but it constitutes what may be the most important source of Y-unique evolution.

    Although humans retain all of the functional genes of the common ancestor of the two species, chimpanzees have actually lost several. The authors propose a hypothesis to explain this loss:

    Why have X-degenerate genes decayed in the chimpanzee lineage but not in the human lineage? We speculate that X-degenerate gene decay in the chimpanzee lineage may be a by-product of strong positive selection focused elsewhere on the Y chromosome, through a process known as genetic hitchhiking. Because the Y chromosome does not participate in sexual recombination with a chromosome homologue, natural selection acts on the chromosome as a unit. Deleterious mutations in some Y-linked genes can be carried along, even to the point of fixation in a population, by physical linkage to strongly beneficial mutations in other Y-linked genes. In addition to their X-degenerate genes, primate Y chromosomes contain many families of ampliconic genes, which have testes-restricted expression patterns and critical functions in sperm production. Because of this central role in spermatogenesis, the Y chromosome's ampliconic genes may be subject to powerful selective pressures, especially in species such as chimpanzees where females usually mate with multiple males, the sperm of which then compete for a limited number of oocytes. During chimpanzee evolution some X-degenerate genes may have been casualties of selective forces directed at the Y chromosome's ampliconic genes--forces that were not as intense during the evolution of our less promiscuous species (Hughes et al. 2005, references omitted).

    Could be true. On the other hand, the fixation of a mutation that deactivates a gene is pretty drastic, even if it is hitchhiking with another favorable variant. It certainly implies that the deactivated genes have little adaptive importance to start with. So this reduction in adaptive importance for the deactivated genes must still be explained. The physical difference between ampliconic and X-degenerate genes may have something to do with it, but it can't be the whole story.

    References:

    Hughes JF, et al. 2005. Conservation of Y-linked genes during human evolution revealed by comparative sequencing in chimpanzee. Nature 437:100-103. Full text (subscription required)

  • Michael Crichton, call your office

    Wed, 2005-08-31 23:37 -- John Hawks

    On the "Chimpanzee Genome Consortium": Gretchen says that anything involving the words "chimpanzee" and "consortium" creeps her out.

    Why?

    Well, there is this:

    "This is the consortium route," she said, "based on our assumptions about the expedition. They're going in big - thirty or more people, a full-scale undertaking.

    If you haven't read Congo, you may not know where this is going. Here's a hint:

    Once alone, away from the others, he found himself staring into the clear running water and considering the possibility that he might be wrong. Certainly primate researchers had a long history of misjudging their subjects.

    OK, you definitely need more than a hint:

    Something struck him lightly in the chest. At first he thought it was an insect but, glancing down at this khaki shirt, he saw a spot of red, and a fleshy bit of red fruit rolled down his shirt to the muddy ground. The damned monkeys were throwing berries. He bent over to pick it up. And then he realized that it was not a piece of fruit at all. It was a human eyeball, crushed and slippery in his fingers, pinkish white with a shred of white optic nerve still attached at the back.

    Yep, that's creepy.

  • Chimpanzee genomics

    Wed, 2005-08-31 13:55 -- John Hawks

    This week's Nature (9/1/05) has a special feature on the chimpanzee genome (subscription required). The introduction is this perspective by Chris Gunter and Ritu Dhand:

    We are therefore extremely pleased to present this special section to commemorate the genome of the common chimpanzee, Pan troglodytes. In doing so, we hope to provide a resource for more than just genomics. We introduce the section with a timeline that charts the history of the chimp. This is followed by four Progress pieces that review recent work on chimp culture and behaviour, psychology and neural processing of number systems, as well as a closer look at brain anatomy and neurogenetics at the single-gene level.

    On page 69, the Chimpanzee Sequencing and Analysis Consortium reports analysis of the long-awaited draft genome sequence. This is supported on page 101 by Hughes et al., with the sequence of part of the chimpanzee Y chromosome. Comparing the genetic code of humans and chimps will allow us to comb through each gene or regulatory region to find single changes that might have made a difference in evolution, and the authors list some new candidates for further study. Two more research papers by Cheng et al. (page 88) and Linardopoulou et al. (page 94) detail changes in highly variable regions in the human and chimp genomes; additions or deletions of larger chunks of DNA may be as important as single nucleotide changes in shaping our genomes (links deactivated because they aren't functional).

    Finally, we need physical evidence to tell us how chimps and humans may have lived millions of years ago. Surprisingly, to date there has been no fossil record of the chimp; on page 105, McBrearty and Jablonski report the first unequivocal fossil evidence of the genus Pan.

    I'll be working through several of the papers and posting my comments on them, as well as links to more information. Keep checking back for updates. Together with some interesting stuff coming next week, this is going to be a busy time here!

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Neandertals

For years, I've worked on their bones. Now I'm working on their genes. Read more about the science studying these ancient people.

Denisova

From a finger bone of an ancient human came the record of a completely unexpected population. My lab is working on the science of the Denisova genome.

Acceleration

The advent of agriculture caused natural selection to speed up greatly in humans. We're uncovering some of the ways that populations have rapidly changed during the last 10,000 years.

Malapa

Just outside Johannesburg, the Malapa site is producing some of the most exciting finds in human evolution. This site is the headquarters of the Malapa Soft Tissue Project.