john hawks weblog

paleoanthropology, genetics and evolution

introgression

  • What kangaroos do...

    Fri, 2010-04-23 11:07 -- John Hawks

    In the current issue of Heredity, Neaves and colleagues describe the results of their analysis of 12 microsatellite loci and the mtDNA of two kangaroo species -- western and eastern grey kangaroos. The two species are sympatric across part of Australia, basically a swath through western New South Wales. Neaves and colleagues describe substantial evidence for introgression of both autosomal loci and mtDNA into both populations:

    A total of 7.6% of grey kangaroos sampled from the region of sympatry displayed evidence of introgression. Although no F1 hybrids were identified, 14 M. giganteus backcrosses and 3 M. fuliginosus backcrosses were detected. In addition to introgression at nuclear microsatellite loci, a single individual also exhibited introgression of mtDNA. The two phenotypic groups apparent within the region of sympatry corresponded (in 95% of individuals) to the two clusters identified by genetic analyses. Furthermore, the two phenotypic/genetic groups within the region of sympatry corresponded to representative allopatric samples of M. giganteus and M. fuliginosus from elsewhere in the distribution. Five of the M. giganteus backcrosses identified by genetic analyses were classified as M. fuliginosus based on overall phenotype. Geographically, hybrids were located throughout the region of sympatry.

    This introgression has happened between the kangaroos despite the presence of prezygotic barriers that interrupt mating even in captivity:

    Physical differences in the structure of the cloacal eminence as well as the production of species-specific odours by females may allow for species recognition (Kirsch and Poole, 1972). These characteristic differences are potentially among the features that result in the unidirectional hybridization observed in captivity, with male M. giganteus frequently failing to recognize female M. fuliginosus in oestrus.

    In addition, there was male sterility in captive F1 hybrids. The authors expected a unidirectional bias in introgression owing to these factors, but the evidence says that gene flow apparently has gone both directions in the wild.

    Sort of interesting -- I would actually have expected there to be fewer postzygotic isolating mechanisms in marsupials because the placenta-uterus interaction isn't there complicating matters. But cases of interspecific hybridization have apparently been rarely noted -- maybe that's because Australia is small enough that phylogeographic differentiation doesn't go as far for large species. In any event, this case is another one where F1 hybrids are basically absent in the area of sympatry, yet substantial historical introgression has clearly happened. That's based on a restricted sample of 12 autosomal loci -- we would expect to see much more significant effects at a few genes if the introgressive variant had a high adaptive value.

    A model for ancient humans? Well, here's a case where 12 microsatellite loci seem sufficient to document substantial historical gene flow -- whereas in the human case described last week, there are more than 600 microsatellite loci to test the hypothesis. So the human case should have more power, all things being equal.

    But the humans probably don't have as simple a prior population structure. The kangaroos have two well-defined lineages with a large zone of sympatry. Ancient humans may not have been highly differentiated (given the low Neandertal-human mtDNA coalescence time, for example) and may not have had substantial zones of sympatry -- they may have been much more similar populations interacting along a narrow boundary or cline. So the phylogeography in humans will be much more subtle.

    References:

    Neaves LE, Zenger KR, Cooper DW, Eldridge MDB. 2010. Molecular detection of hybridization between sympatric kangaroo species in south-eastern Australia. Heredity 104:502-512. doi:10.1038/hdy.2009.137

  • Multiregional evolution lives!

    Wed, 2010-04-21 08:35 -- John Hawks

    I'm going to point to Rex Dalton's piece today with relatively little comment:

    "Neanderthals may have interbred with humans"

    Genetic data points to ancient liaisons between species.

    The researchers arrived at that conclusion by studying genetic data from 1,983 individuals from 99 populations in Africa, Europe, Asia, Oceania and the Americas. Sarah Joyce, a doctoral student working with Long, analyzed 614 microsatellite positions, which are sections of the genome that can be used like fingerprints. She then created an evolutionary tree to explain the observed genetic variation in microsatellites. The best way to explain that variation was if there were two periods of interbreeding between humans and an archaic species, such as Homo neanderthalensis or H. heidelbergensis.

    I understand that there is more to come on this subject in the not-too-distant future, and in this case I don't have anything on paper to go on. As everybody knows, I very much expected to find a similar result. Besides that, others have published similar outcomes based on resequencing data.

    I titled the post, "Multiregional evolution lives," for a reason -- this study and others have been looking at genome-wide evidence of interbreeding outside of Africa. It's a multiregional model. Even I haven't been talking about levels of interaction as high as they are outlining in these models -- here they're looking at a genome-wide effect on neutral genetic loci, something you're not going to pick up significantly with today's samples unless it amounted to more than a couple percent of the human gene pool.

    These ongoing studies are concluding that present-day genetic variation is inconsistent with a simple model where a random-mating ancestral population gives rise to today's global population by means of a staged out-of-Africa dispersal. They next look at a model with some substantial (possibly complete) isolation between ancient human populations followed by a subsequent out-of-Africa dispersal. They show that this model fits the data significantly better.

    So far, so good.

    For a moment, I'm going to adopt a critical perspective. Previous results haven't yet been able to answer an important possible question: Can they distinguish the effects of intermixture outside Africa from an ancient population structure inside Africa? Increasingly it looks like population structure inside Africa may have been very important to the evolution of Late Pleistocene Africans. How can we distinguish these kinds of structure from each other?

    The short answer is that maybe we can't, yet. Human population history was not simple. If we take a simple model and add more parameters, it will fit the data better. The question is whether there may be some even better model with the same number of parameters. Population structure within Africa, selection on some loci but not others, asymmetrical migration -- all these and more might be possible.

    I take it as very likely that the strict out-of-Africa replacement without interbreeding is no longer credible. We've moved beyond it, and all these papers are testaments to that. They're valuable.

    But there's a lot of work left ahead of us, finding better models and continuing to test them with the increasing body of human (and ancient) genetic data. There's an awful lot up for grabs. Were Neandertals really a different species, a subspecies, or what? How genetically distinct were the groups within Africa that gave rise to the Middle Stone Age? Was there time for all recent humans to get Neandertal genes (as Jeff Long suggests in Dalton's story), or do some have a lot more than others?

    As Dalton's story notes, soon we'll have the Neandertal genome, which will give an additional perspective on this issue from a point 40,000 years in the past -- like an eyewitness at the scene. This year, we'll begin to see whole-genome data applied to these questions. There may be other ancient genomes that will surprise us. And maybe those of us on the population genetics side still have a trick or two up our sleeves.

    (Thanks to readers who forwarded this link!)

  • Inversion biology

    Tue, 2010-04-06 12:52 -- John Hawks

    Razib Khan's post at his new digs (Discover blogs) about the 17q21 inversion is worth reading for anyone interested in the complexities of discovering the history of genes in populations ("The many lives of an inverted genetic region").

    The inversion in this region, common in Europeans, was described in 2005 as one of the earliest clear examples of recent positive selection determined from genotype data alone. It appeared that the apparently selected allele had diverged quite a long time ago from the wild type, leading to the hypothesis that it had sojourned in some ancient species of hominins before re-entering the human population by introgression.

    But complexities followed -- for one thing, the region has repeatedly undergone inversions in other primate lineages. Now, as Razib points out, it looks like the inversion isn't all that old.

    It's all very curious...

  • Is there a common coding variant of FOXP2 in southern Africa?

    Sun, 2010-02-28 20:10 -- John Hawks

    Today I was looking through the online data files for the South African genome. Those online files are available from the Data Libraries entry of the Galaxy bioinformatics tool website.

    I noted last week that some of the most interesting data -- in particular, the genotypes for new SNPs -- are not yet available to download ("Online toolkits -- the good and the frustrating"). But in the meantime there are some very interesting things there. In particular, the sequencing team has made available a list of amino-acid-coding mutations present in one or more of the five individuals (four Bushmen and Desmond Tutu) for whom the team obtained exome sequence.

    If you look at the summary information for this list, it gives the position of amino-acid-coding mutations against the human reference genome (hg18), the position and identity of the amino acid change. It then gives a "prediction" of whether the mutation is damaging to gene function.

    This kind of prediction can be very misleading. The categories of effects include "tolerated" and "damaging", but these are based on whether the site tends to be conserved in other mammal lineages, and whether the new amino acid is very different in affinity (and possible conformation) compared to the reference. There's no "beneficial" -- even though some fraction of these polymorphisms are probably retained because of selection on the mutant allele.

    I say that because one of the five individuals (TK1) has an amino-acid-coding mutation in FOXP2.

    Yeah, that surprised me when I found it.

    As you'll remember the coding sequence of FOXP2 is pretty strongly conserved in other mammals. Two amino-acid-coding substitutions in humans separate us from other primates, an additional one separates primates from the mouse genome (Enard et al. 2002). This area of the genome looks like it had undergone a recent sweep in human populations, with relatively little variation and a strong excess of rare mutations surrounding the gene. Coop and colleagues (2008) gave a point estimate of the time of a sweep in humans as 42,000 years ago, which I wrote about at the time ("FOXP2 is really recent, it really did introgress (if it's not contamination)"). That estimate has to be massively too young -- it's not plausible that a sweep could be that recent and fixed worldwide.

    Meanwhile, last year, Ptak and colleagues (2009) followed up on my suggestion that there might really have been a recent sweep, but one near FOXP2, instead of involving one of the two human amino acid substitutions. They found statistical linkage between flanking sites immediately around the gene, which would be unlikely after a fixed sweep of FOXP2 itself. That linkage is quite likely if the human-specific substitutions were already fixed, and much later another nearby site underwent a partial sweep. It remains to be demonstrated, however, what nearby site is a plausible candidate for a recent partial sweep.

    So, finding variations near FOXP2 is very relevant to the history of this gene region. If there is an ongoing sweep involving some site near the gene, we should expect that some human populations haven't undergone the sweep yet, or have the selected haplotype at a lower frequency than others. The existing datasets from Africa -- mainly HapMap and HGDP sets -- are insufficient to test the hypothesis because they include only common SNP variants at low density. But sequence data from South Africa can give us a direct estimate of the nucleotide diversity around FOXP2, thereby letting us test for the presence of a recent sweep.

    The amino acid coding variant in one of these Bushman genomes came to me as a total surprise. Using the alignment with hg18, the location of the mutation is at position 114089380 on chromosome 7. The mutation changes a leucine in the wild-type sequence to a proline in the mutant, and the algorithm classifies it as "damaging" -- probably because the two residues are very different in their hydropathy. This position is not one of the two human-specific amino acid substitution sites. In fact it is in the forkhead box domain of the protein itself, which is the DNA-binding motif. Without going further into the biochemistry, I really can't guess what the effect of the mutation would be. I'm not really sure it's relevant -- after all, if it is a singleton in the population it might well be a recessive with no effect on the carrier phenotype.

    Still, the mutation could be common in the Bushman population. Our point estimate of the mutation's frequency is one in eight. Maybe it's a new variant that confers some advantage; maybe it's a result of a founder effect tens of thousands of years ago. It could even be widespread within Africa. We won't know until we have more genomes.

    The mutation is not in any of the regions sequenced by Krause and colleagues (2007) in the Neandertals from El Sidrón. I wouldn't expect it to be there -- as a derived variant, it would be unlikely to evolve in parallel in Neandertals and southern African populations. But who knows what else we'll find?

    References:

    Coop G, Bullaughey K, Luca F, Przeworski M. 2008. The timing of selection at the human FOXP2 gene. Mol Biol Evol 25:1257. doi:10.1093/molbev/msn091

    Ptak S, Enard W, Wiebe V, Hellmann I, Krause J, Lachmann M, P&aauml;&aauml;bo S. 2009. Linkage disequilibrium extends across putative selected sites in FOXP2. Mol Biol Evol 26:2181-2184. doi:10.1093/molbev/msp143

    Krause J, Lalueza-Fox C, Orlando L, Enard W, Green RE, Burbano HA, Hublin J-J, Bertranpetit J, Hänni C, Fortea J, de la Rasilla M, Rosas A, Pääbo S. 2007. The derived FoxP2 variant of modern humans was shared with Neandertals. Curr Biol 17:1-5. doi:10.1016/j.cub.2007.10.008

    Enard W, Przeworski M, Fisher SE, Lai CSL, Wiebe V, Kitano T, Monaco AP, P&aauml;&aauml;bo S. 2002. Molecular evolution of FOXP2, a gene involved in speech and language. Nature 418:869-872. doi:10.1038/nature01025

    Schuster SC and many others. 2010. Complete Khoisan and Bantu genomes from southern Africa. Nature 463:943-947. doi:10.1038/nature08795

  • We control the horizontal

    Wed, 2010-01-27 10:03 -- John Hawks

    New Scientist has an article by Mark Buchanan discussing horizontal transfer as a mechanism for the evolution of early life: "Horizontal and vertical: The evolution of evolution"

    There's a lot of "evolution doesn't work the way we thought" stuff in the article, which focuses on Carl Woese:

    How could modern biology have gone so badly off track? According to Woese, it is a simple tale of scientific complacency. Evolutionary biology took its modern form in the early 20th century with the establishment of the genetic basis of inheritance: Mendel's genetics combined with Darwin's theory of evolution by natural selection. Biologists refer to this as the "modern synthesis", and it has been the basis for all subsequent developments in molecular biology and genetics. Woese believes that along the way biologists were seduced by their own success into thinking they had found the final truth about all evolution. "Biology built up a facade of mathematics around the juxtaposition of Mendelian genetics with Darwinism," he says. "And as a result it neglected to study the most important problem in science - the nature of the evolutionary process."

    In particular, he argues, nothing in the modern synthesis explains the most fundamental steps in early life: how evolution could have produced the genetic code and the basic genetic machinery used by all organisms, especially the enzymes and structures involved in translating genetic information into proteins. Most biologists, following Francis Crick, simply supposed that these were uninformative "accidents of history". That was a big mistake, says Woese, who has made his academic reputation proving the point.

    I don't see any inconsistency between the modern synthesis and the idea of horizontal gene transfer. This is a failure of history -- of people reading only Ernst Mayr as a representative of the synthetic view. Other voices -- especially Stebbins -- emphasized gene transfer. The dynamics of genes themselves, as opposed to genes as mere parts of organisms, surely underlie the next generations of evolutionary theoriests, including Dawkins' gene-centric perspective, and Williams' idea of "levels of selection".

    Woese is working to discover modes of evolution of gene (and even sub-gene) replicators, before the "hardening" of genomes into organisms. Before the organismal level of selection existed, there can only have been the gene level (taking "gene" to mean replicating element). That's not anti-synthesis, it's what we would expect of replicators at the sub-organismal level.

    It's also no surprise as applied to horizontal transfer in more recent lineages. Humans have gotten DNA from viruses during the past few million years, some of which has been fixed in the genomes of the present population. That's no challenge to the way we understand evolution, it's saying that one kind of mutational process is acquisition of viral DNA. Likewise, the introgression of genes between species is no challenge to evolution. It is good evidence that speciation is a evolutionary process -- otherwise boundaries between sister species would be impermeable.

  • Kipunji introgression

    Thu, 2009-11-12 10:30 -- John Hawks

    So what's the baboon DNA doing in that rare monkey species, anyway?

    The researchers are looking into whether the baboon DNA has given the kipunji any survival advantages and could possibly explain why roughly 1,000 of the monkeys live in the Southern Highlands (the population having baboon DNA) compared with just 100 in the Udzungwas.

    Once again, for most primates we only know anything at all about the variation of this one genetic locus.

  • Honey, I bonked a Neandertal

    Tue, 2009-10-27 20:48 -- John Hawks

    Slashdot picks up the Svante Pääbo "Humans had sex with Neandertals" story.

    Hilarity ensues.

    You do not need any DNA analysis to figure that out. What do you think the troll did to the captured the princess, once he took her back to his mountain cave? And they did not call it the Stockholm syndrome if she ever was freed; it was called bergtatt (literally: taken into the mountain) or bewitched.

    Mod skepticism +5...

  • Neandertal lovin'

    Mon, 2009-10-26 20:28 -- John Hawks

    It's all about Neandertal sex tonight:

    Paabo recently told a conference at the Cold Spring Harbor Laboratory near New York that he was now sure the two species had had sex — but a question remained about how “productive” it had been.

    “What I’m really interested in is, did we have children back then and did those children contribute to our variation today?” he said. “I’m sure that they had sex, but did it give offspring that contributed to us? We will be able to answer quite rigorously with the new [Neanderthal genome] sequence.”

    That's pretty much a non-answer answer. Maybe it depends on what the meaning of "is" is?

    We'll see soon enough, I reckon.

  • Mailbag: More on coywolves

    Thu, 2009-09-24 21:14 -- John Hawks

    Regarding coywolves:

    Hi John. This coy-wolf paper is the iceberg tip a a huge, complex, and controversial literature. You describe some correct aspects of it, but here are a couple of rejoinders.

    Since wolves existed around the Great Lakes "originally" and coyotes moved in from the south only after white human settlement drove the wolves back, it is probably more correct to say that the local wolves have acquired coyote genes, or at least equally correct. Many indisputably ecologically wolf individuals around the Great Lakes also have coyote mtDNA, including most (perhaps all?) of those on Isle Royale. There have also been critters called the Algonquin wolf and the Tweed wolf, believed initially and controversially to have been good species but more likely rather small wolves with rather fewer coyote genes, rather than "coy-wolves" (coyotes bulked up by wolf genes). Of course it's likely a continuum.

    Still controversial is whether all such introgression post-dates white contact.

    Several wildlife genetics labs have also had papers about this in the last year. Mike Schwartz did a good invited review of the sampling partialness of much of the evidence to date:

    Schwartz MK, Vucetich JA. Molecules and beyond: assessing the distinctness of the Great Lakes wolf. Mol Ecol. 2009 Jun;18(11):2307-9. Epub 2009 Apr 7. PubMed PMID: 19389174.

    In another life a student in my bailiwick looked for such introgression in the Rockies as a side-project to other things. The result was negative.

    I couldn't readily find a link to the original paper in the the MSNBC page. A bit frustrating.

    Ah, very interesting. Thanks! I reviewed the literature on this in 2006 but I can see that much has changed. It's such an encouraging sign that phylogeography is actually going somewhere.

  • Coywolves

    Thu, 2009-09-24 16:30 -- John Hawks

    Another case of large mammal evolution by introgressive hybridization:

    Coyote + wolf = new breed of predator

    New DNA evidence reveals that coyotes have bred with wolves in the the northeastern United States, turning mice-eating coyotes into much larger animals with a hunger for big prey, such as deer.

    The linked article describes a study by Roland Kays and others, who went looking at the mtDNA of nearly 700 museum coyotes and donated specimens, looking for wolf. When they found it, they were able to correlate skeletal measurements with wolf ancestry and trace the progress of the wolf introgression from somewhere "north of the Great Lakes".

    They hit on some essential points:

    "This is an evolutionary mechanism to generate new variation that can work faster than genetic mutation," added Kays, curator of mammals at the New York State Museum.

    If there's a niche for a more solitary canid predator, larger and more aggressive than coyotes, bringing in wolf genes may be the fastest way to get there.

    This is a dynamic system, caught in mid-transition. The coywolves have not reached any stable equilibrium distribution with coyotes, and the wolf chromosomes have not broken up within the coywolf descendants to allow the dissociation of adaptive from maladaptive wolf genes in the hybrid population. Over the long term, the wolf mtDNA might be lost entirely, if there are any negative epistases between wolf mitochondrial genes and the mostly nuclear coyote genes that interact with them. Assessment of hybridity by mtDNA is conservative (misses hybrids with paternal instead of maternal origin) and temporary (the purely maternal lineage may disappear over evolutionary time due to slightly negative epistasis).

    Other: "Adaptive introgression of coat color in wolves"

    UPDATE (2009-09-24): See also in the mailbag.

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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.