john hawks weblog

paleoanthropology, genetics and evolution

Neandertal DNA

  • "Decoding Neanderthals" to be broadcast

    Sat, 2012-12-22 16:08 -- John Hawks

    NOVA on American PBS stations has produced a new documentary about Neandertals: "Decoding Neanderthals". They have just announced that it will be broadcast January 9 on most stations.

    Here's the program description:

    Over 60,000 years ago, the first modern humans—people physically identical to us today—left their African homeland and entered Europe, then a bleak and inhospitable continent in the grip of the Ice Age. But when they arrived, they were not alone: the stocky, powerfully built Neanderthals had already been living there for hundred of thousands of years. So what happened when the first modern humans encountered the Neanderthals? Did we make love or war? That question has tantalized generations of scholars and seized the popular imagination. Then, in 2010, a team led by geneticist Svante Paabo announced stunning news. Not only had they reconstructed much of the Neanderthal genome—an extraordinary technical feat that would have seemed impossible only a decade ago—but their analysis showed that "we" modern humans had interbred with Neanderthals, leaving a small but consistent signature of Neanderthal genes behind in everyone outside Africa today. In "Decoding Neanderthals," NOVA explores the implications of this exciting discovery. In the traditional view, Neanderthals differed from "us" in behavior and capabilities as well as anatomy. But were they really mentally inferior, as inexpressive and clumsy as the cartoon caveman they inspired? NOVA explores a range of intriguing new evidence for Neanderthal self-expression and language, all pointing to the fact that we may have seriously underestimated our mysterious, long-vanished human cousins.

    I make an appearance on the show -- and that's my voice in the trailer talking about the "mother of all public relations problems" that Neandertals have faced.

  • ASHG notes on Gene Expression

    Sun, 2012-11-11 17:13 -- John Hawks

    Razib Khan has started writing up his notes on this week's conference of the American Society of Human Genetics: "Reflections on the evolution at ASHG 2012". He includes some reactions on the presentations in human population history, which will be well worth following. There's an exciting agenda of discovery underlying many of the current projects.

    Khan mentions the work on Neandertal genetics at the meeting:

    Sriram Sankararaman had a poster on Neandertal admixture in modern human lineages. In the broad outlines the Reich lab and the Wall lab seem to agree (along with others, like Melinda Yang in the Slatkin lab). We’re seeing the convergence of a new orthodoxy/paradigm.

    I agree that a new paradigm is being written, but I don't expect it to rise to an orthodoxy. At the moment, there is an obvious path forward with extensions of standard tools and new data, and that is what constitutes the active research paradigm. I think of this as a path of least parameters. But so far nobody writing outside our group has published any serious effort to match genetic results with archaeological evidence.

    Thus far, some of the reactions by established players in archaeology can be described as falling in Pauli's "not even wrong" category. Paleogenomes just shocked the systems of some people who should really have hedged their bets on modern human origins. But modern human origins are no longer the interesting issue. Genetics has moved the ratchet forward, and there is no going back to the simple paradigm.

    Now we have to grapple with a complex population history. That history was multilayered, with many more than one or two waves of significant admixture leading to the samples at hand. The great promise is that genetics will at last allow us to test a lot of anthropological assumptions about human hunter-gatherer population dynamics. But the theoretical challenge is that admixture estimates from genetics are conditioned on extremely simple population models that are really far from the ways we know humans have interacted in the past.

    On that note, I will point to my current paper, which has just gone online in the Journal of Anthropological Sciences: "Dynamics of genetic and morphological variability within Neandertals". As I put the paper together, I began to appreciate the difficulty of describing each of these different sources of data -- genetic, morphological and archaeological -- for specialists in the other areas. I will post on some of my favorite parts of the paper later in the week.

  • Neandertal piece

    Tue, 2012-11-06 16:53 -- John Hawks

    A piece on my desktop that I've been meaning to blog is by Sarah Zielinsky in National Geographic News: "Neanderthals ... They're Just Like Us?". Several good quotes including one from me, here's one from John Shea:

    "It's increasingly difficult to point to any one thing that Neanderthals did and Homo sapiens didn't do and vice versa," said John Shea, an archaeologist at Stony Brook University in New York.

    "These Ice Age people, both Neanderthals and Homo sapiens, survived, thrived, and increased their numbers under conditions that would probably kill people nowadays, even ones that are equipped with modern survival technology."

  • Mailbag: Neandertal pigmentation

    Sun, 2012-10-28 11:08 -- John Hawks
    Good morning

    The BBC TV Prehistoric Autopsy programme was fascinating.

    I couldn't help noticing that Neanderthal's range was roughly the same as that of early white-skinned Homo sapiens. No mention was made of the possibility that we inherited white-skin genes from breeding with Neanderthals, they after all had had a longer time to evolve this trait than us.

    Is there any evidence for or against such a hypothesis?

    We have good representation in the Neandertal genomes of the DNA sites that affect light skin in Europeans. So far it appears that the Neandertals did not carry any of the alleles that are associated with lighter skin in Europe today.

    They did have some changes to the genes that affect pigmentation that are not present in any living people. We speculate that these changes may have lightened skin or hair in the Neandertals, but we will not know this until we have experimental evidence about them. If this is correct, then the Neandertals will represent another case of convergence toward light pigmentation in the high latitude geographic range.

  • The North African Neandertal descendants

    Thu, 2012-10-18 16:25 -- John Hawks

    A new paper by Federico Sánchez-Quinto and colleagues reports on comparisons of North African population samples with the Neandertal DNA project data [1]. The paper shows that North African populations also carry a substantial trace of Neandertal ancestry, like living populations outside of Africa, much more than populations of sub-Saharan Africa.

    One of the main findings derived from the analysis of the Neandertal genome was the evidence for admixture between Neandertals and non-African modern humans. An alternative scenario is that the ancestral population of non-Africans was closer to Neandertals than to Africans because of ancient population substructure. Thus, the study of North African populations is crucial for testing both hypotheses. We analyzed a total of 780,000 SNPs in 125 individuals representing seven different North African locations and searched for their ancestral/derived state in comparison to different human populations and Neandertals. We found that North African populations have a significant excess of derived alleles shared with Neandertals, when compared to sub-Saharan Africans. This excess is similar to that found in non-African humans, a fact that can be interpreted as a sign of Neandertal admixture. Furthermore, the Neandertal's genetic signal is higher in populations with a local, pre-Neolithic North African ancestry. Therefore, the detected ancient admixture is not due to recent Near Eastern or European migrations. Sub-Saharan populations are the only ones not affected by the admixture event with Neandertals.

    The interesting aspect of the paper is that the authors attempted to separate the ancestry of North African samples into a pre-Neolithic indigenous African component, and a residual component that represents more recent gene flow into North Africa, from all sources. The historic movement into North Africa has been fairly cosmopolitan, involving sub-Saharan Africans, Arabs, Medieval Europeans, Romans, Carthaginians and many other peoples. Sánchez-Quinto and colleagues used the ADMIXTURE program to try to sort out a pre-Neolithic indigenous component and analyze that specifically for Neandertal similarity.

    Unsurprisingly, the fraction of estimated sub-Saharan African ancestry in each population sample was inversely correlated with the estimated Neandertal ancestry. That is, the more a population looks like sub-Saharan Africans, the less Neandertal it has.

    Here's what's surprising: When they sorted out parts of the genome in Tunisians that ADMIXTURE determines to be most likely from pre-Neolithic North Africans, they found these parts of the genome had more Neandertal ancestry than typical of the CEU sample of northern European ancestry. Is it possible that ancient North Africans had more Neandertal similarity than today's Europeans?

    Sánchez-Quinto and colleagues suggest that the Neandertal ancestry in this population came in Upper Paleolithic times from the Near East. That is possible, or some of the Neandertal similarity may reflect ancient African population structure. Really I think we will have to do a finer analysis of chromosome blocks to examine the subset of shared Neandertal derived alleles that reflect introgression versus incomplete sorting from the ancestral African population. It will be very interesting to examine more closely the mixture of population history within Egypt, through which most Near Eastern pre-Neolithic population movement must have come.

    The authors note that the distribution of Neandertal similarity outside Africa increases with distance from Africa.

    A previous study [26] observed that the similarity to Neandertals increases with distance from Africa and suggested this could be explained by SNP ascertainment bias plus a strong genetic drift in East Asian populations. Nonetheless more complex, population-biased, ascertainment schemes might have additional effects (i.e bottlenecks), but these are not expected to significantly increase the rate of false positives in admixture tests [31]. The Tunisian population has been reported to be a genetic isolate [17] so it is plausible that part of the signal detected is actually due to genetic drift. However, this should not affect the other North African groups in our study. Finally, given that SNP arrays are based on common alleles and probably the relevant admixture information is encoded within the rare and very rare alleles, the potential bias, if anything, will underestimate ancient hominid admixture signals, as shown in previous studies [2],[3].

    This pattern was also observed by Meyer and colleagues earlier this year [2], and I discussed it in my post on that paper ("Denisova at high coverage"). Both papers note that ascertainment bias may contribute to this pattern. I added that Meyer and colleagues had assumed that genes found in sub-Saharan African populations could not have come from Neandertals, which greatly biased their estimates against Europe and West Asia, considering historical and prehistoric gene flow across the Sahara and along the Indian Ocean coast. So I'm not yet accepting the relative numbers of Neandertal ancestry from different populations, as we don't know that they have all come from consistent assumptions. In particular, an elevated amount of Neandertal ancestry in China -- this paper puts it almost as double the amount of Neandertal ancestry in northern Europeans -- is unlikely. There is no pattern of bottlenecks that can give rise to that excess without additional population mixture, and hard to see where such population mixture would have happened without also affecting the ancestors of Europeans. Instead, we have some work to do in reducing the biases on these comparisons.


    References

    Synopsis: 
    A study of North African genetic variation shows that Neandertal genes were widespread in the area before the Neolithic.
  • Liveblog of ScienceNOW on Neandertals, Dikika

    Wed, 2012-10-10 22:09 -- John Hawks

    Now watching the NOVA ScienceNOW about "What makes us human".

    9:06: "The idea of another species of humans sharing our cities isn't that far-fetched. 30,000 years ago, there were at least four different kinds of humans sharing the earth, including the Neandertals"

    The introduction to Neandertals isn't bad, although I really don't like it when people say "the ones who stayed in Africa became us" -- that minimizes the contribution of other people, and glosses over the possibility that some ancient Africans didn't become "us", or were among the ancestors of some Africans but not all.

    9:08: "Daniel Lieberman from Harvard looks for answers in the way human heads evolved" -- Lieberman: "What makes you different from Neandertals is basically above the neck."

    9:09: Now Pogue is showing himself in a makeup studio being made into a Neandertal character. Back to Lieberman explaining how the Neandertal head is different from ours. It's really interesting to hear him describe this, because the description is completely typological -- there's no conception here of variation within Neandertals or within humans.

    9:11: OK, the makeup transformation is complete. I don't want to cast aspersions on the artists, but the result doesn't compete with the makeup jobs on Face/Off.

    Pogue goes walking down a city street. I don't see anybody noticing..but of course there's a cameraman following him around.

    9:13: Differences in the shape of the brain. Lieberman "wouldn't bet his mortgage" on human brains being better than Neandertals.

    Now Pogue is presenting several just-so stories about why we were superior to Neandertals. He dismisses these as "speculation" and starts talking about the Neandertal genome. We see a Max Planck scientist grinding up some bone with a Dremel tool.

    9:15: Yay, Ed Green!

    Green: "They had sex, they had descendants, we find this trace in our DNA today. Amazing."

    9:18: This is the fourth show I know of where they have a presenter get their DNA sampled to find the Neandertal fraction. It's really cool that they are getting this news out there.

    Green shows Pogue a part of chromosome 12 where he has a Neandertal nucleotide. They're showing a laptop screen with a slot machine-like display of nucleotides. I suppose it was really a blank screen and they did it in post-production. Either that, or I have to get the slot machine DNA typing program!

    9:20: "We may not see Neandertals among us, but they are still here, within us."

    Still walking down the street. An older lady seems to have decided Pogue is some kind of freak.

    Oh, no! An animated Neandertal in drag! She/he is putting on makeup (this is about the shells and pigments associated with Neandertals). I have only this to say: Through the Wormhole has way better short animations than ScienceNOW.

    Whew, that was over quick. Now he's on to the origin of language.

    9:22: It's Dave Frayer! He's got a suitcase with skulls inside. Man, it would be cool if it were like the one in Pulp Fiction!

    OK, well, it's cooler to have one with skulls inside, I guess.

    Going through Homo erectus brain size. A symmetrical stone tool becomes a way to look into the cognitive abilities of early Homo.

    9:26: On to Dietrich Stout, who is discussing the pathways in the brain used for stone tools. He works with Bruce Bradley, expert stone knapper, who is giving Pogue a lesson in toolmaking.

    With toolmaking we're looking at complex, sequential thought. Bradley: "Because what are we looking at with language, it's complex sequential thought"

    9:29: Now Cynthia Thompson, who is looking at people with brain injuries that lead to aphasia. "Agrammatic aphasia patients share a common characteristic: damage to the left hemisphere of the brain, which contains an area called Broca's area...does Broca's area have anything to do with stone toolmaking?"

    9:31: Going into a scanner, where people are watching stone toolmaking via a projector, on the argument that watching an activity and doing the activity involve the same brain area. "Watching the video of simple choppers resulted in mild activity in Broca's area, but watching the video of making a handaxe caused four times as much activity"

    9:34: A short interlude on babies learning language.

    9:35: Looking at babies learning to laugh. Gina Mireault is studying babies smiling and laughing. "What we found with these very young babies, is that when we tell parents to make their babies laugh, they do some very outrageous things. Laughter is irresistible"

    9:37: Now at the Cincinnati Zoo to see if animals laugh. Pogue tickles a penguin -- "he's laughing" -- "no, that's the noise they make when they want to breed"

    Pogue is really talented at this part, he totally commits himself to being silly in the name of science.

    Marina Davila-Ross is studying primate laughter. They are at the Stuttgart Zoo with gorillas. She collected sounds from all the great apes being tickled. Super cool audiogram images of the laughter sounds going from most distant -- orangutans -- to humans across the phylogenetic tree. Gorillas always use the same kind of panting laughter, as a part of horseplay.

    9:42: Now with psychologist Michael Owren, looking at acoustic models of laughter sounds in people.

    9:43: Pogue asks a great question: "How did that make me have more babies?" The program gives an answer (for laughter and social relationships) but it's great that they edited it to emphasize this question.

    9:44: Zeray Alemseged in Ethiopia: "I went to start the first Ethiopian-led project in paleoanthropology ever, but it wasn't easy". The show gives a great short biography of Alemseged. This is an awesome segment.

    9:48: Now at Dikika. They do a great job illustrating the discovery of the skeleton.

    9:50: Don Johanson discussing how we "did not instantly become human".

    9:51: "Day after day, for six years, Zeray chipped away at the piece of stone." They're comparing the Selam teeth to apes and humans, inferring its age and pattern of development. The show has him at a computer with Fred Spoor examining CT data.

    9:53: Describing the hoopla that arose upon the publication of the Dikika skeleton. This has been a great 12-minute segment on Alemseged.

    9:55: And that's the program. Very well done, a range of segments that go together very naturally. They really did save the best for last, but really everyone in the program did a great job.

    Synopsis: 
    The magazine program has segments on Neandertal DNA, language evolution, and Zeray Alemseged
  • The fused chromosome 2 was in Denisova

    Sat, 2012-09-01 23:16 -- John Hawks

    In my post on the new Denisova paper the other day ("Denisova at high coverage"), I forgot to mention one interesting detail in the new paper by Mattias Meyer and colleagues [1].

    Sometime in our evolution, two separate chromosomes fused into one, giving us a karyotype of 46 chromosomes where chimpanzees, bonobos and gorillas have 48 chromosomes. The high-coverage genome was sufficient to show that Denisova shared the human fusion:

    Of more relevance may be examination of aspects of the Denisovan karyotype. The great apes have 24 pairs of chromosomes while humans have 23. This difference is caused by a fusion of two acrocentric chromosomes that formed the metacentric human chromosome 2 (25), and resulted in the unique head-to-head joining of the telomeric hexameric repeat GGGGTT. A difference in karyotype would likely have reduced the fertility of any offspring of Denisovans and modern humans. We searched all DNA fragments sequenced from the Denisovan individual and identified twelve fragments containing joined repeats. By contrast, reads from several chimpanzees and bonobos failed to yield any such fragments (8). We conclude that Denisovans and modern humans (and presumably Neandertals) shared a karyotype consisting of 46 chromosomes.

    We still have no idea whether this fusion made any difference to any phenotype in ancient humans.

    Many, many people have written me over the years to ask whether this fusion of two ancestral chromosomes might have been important to our evolution. Perhaps, many suggested, if Neandertals had a chromosomal incompatibility with us, that would explain why they became extinct. I have always doubted this, but without information it was impossible to be certain.

    It's nice to now have the information in hand: This fusion happened earlier in our evolution.


    References

  • Denisova at high coverage

    Thu, 2012-08-30 15:25 -- John Hawks

    Science today has released the new paper on the Denisova high-coverage genome by Mattias Meyer and colleagues from Svante Pääbo's group [1]. There is a lot of material in the supplements of the new paper, and it will take some time to work through implications.

    The basics are quite simple: The paper confirms the initial interpretation of the genome by David Reich and colleagues [2] in most respects. The mixture with a whole-genome sample from Papua New Guinea is estimated at 6% Denisovan ancestry. Confirming the later paper by Reich and colleagues [3], the new analysis finds no significant evidence of Denisovan ancestry in a mainland south Chinese (Han Dai) individual, and can exclude it down to a very small fraction:

    However, in contrast to a recent study proposing more allele sharing between Denisova and populations from southern China, such as the Dai, than with populations from northern China, such as the Han (17), we find less Denisovan allele sharing with the Dai than with the Han (although non-significantly so, Z = –0.9) (Fig. 4B) (table S25). Further analysis shows that if Denisovans contributed any DNA to the Dai, it represents less than 0.1% of their genomes today (table S26).

    That is a mystery to be explained. How did Asians end up lacking any evidence of Denisovan ancestry, when the peoples of Sahul (Australia and New Guinea) have six percent? It's nutty! The early modern humans who were the ancestors of present Sahulian peoples surely came from Asia, and they surely mixed with Denisovans there somewhere, right? But today there's no sign that present Asian peoples descended from those early Asian peoples.

    We must, I think, conclude that there was at least one, and possibly several episodes of massive population movement across South and Southeast Asia.

    I have recently completed a review of the analogous problem for Neandertals in Europe -- late and early Neandertals themselves appear to have been a dynamic population. I'm now working on a review of the situation in Southeast Asia. We may fundamentally have to look at the archaeological record in a new, and much more dynamic, way than has been the case.

    Neandertal gene flow

    To me at the moment, this is the most interesting paragraph of the new paper:

    Interestingly, we find that Denisovans share more alleles with the three populations from eastern Asia and South America (Dai, Han, and Karitiana) than with the two European populations (French and Sardinian) (Z = 5.3). However, this does not appear to be due to Denisovan gene flow into the ancestors of present-day Asians, since the excess archaic material is more closely related to Neandertals than to Denisovans (table S27). We estimate that the proportion of Neandertal ancestry in Europe is 24% lower than in eastern Asia and South America (95% C.I. 12–36%). One possible explanation is that there were at least two independent Neandertal gene flow events into modern humans (18). An alternative explanation is a single Neandertal gene flow event followed by dilution of the Neandertal proportion in the ancestors of Europeans due to later migration out of Africa. However, this would require about 24% of the present-day European gene pool to be derived from African migrations subsequent to the Neandertal admixture.

    This is a very interesting result, partially because it is the opposite of what we are finding. As I explained earlier this year, we are finding Europeans to share more Neandertal alleles than Asians do. The difference in our results has been much smaller than 24%; really only an increase of less than 0.5% on the whole genome, or maybe 10% relative to the overall amount in Europe (which is on the order of 3%).

    My initial reaction to this difference is that it reflects the sharing of Neandertal genes in Africa. Meyer and colleagues filtered out alleles found in Africa, as a way of decreasing the effect of incomplete lineage sorting compared to introgression in their comparison. But if Africans have some gene flow from Neandertals, eliminating alleles found in Africans will create a bias in the comparison. If (as we think) some African populations have Neandertal gene flow, that probably came from West Asia or southern Europe. So as long as the present European and Asian (and Native American) samples have undergone a history of genetic drift, or if (as mentioned in the quote) they mixed with slightly different Neandertal populations, this bias will tend to make Asians look more Neandertal and Europeans less so.

    Anyway, this demands further investigation. The Denisova genome makes a more compelling outgroup for these kinds of comparisons, because it is much closer to us than chimpanzees are. But it isn't really an outgroup because it shares alleles by descent with Neandertals. So it takes some clever genetics to compare the distributions of derived alleles in these genomes in terms of introgression versus incomplete lineage sorting.

    Denisovan demography

    It has become possible to make some good estimates of demographic history using only a single diploid genome, using a technique developed by Li and Durbin [4]. Meyer and colleagues applied this technique to the Denisova genome, finding that its genetic history contrasts with that of living human populations:

    To estimate how Denisovan and modern human population sizes have changed over time we applied a Markovian coalescent model (22) to all genomes analyzed. This shows that present-day human genomes share similar population size changes, in particular a more than two-fold increase in size before 125,000–250,000 years ago (depending on the mutation rates assumed (23), Fig. 5B). Denisovans, in contrast, show a drastic decline in size at the time when the modern human population began to expand.

    There is not yet enough data from Neandertal genomes to apply the same method, but to the extent that we understand their diversity, they show a similar picture. These archaic humans in Eurasia had much, much smaller effective population sizes than the ancient population of Africa. That's not surprising, given what we understand about ancient hunter-gatherer population dynamics.

    What may be a bit more surprising is the geography. We know that Neandertals of Europe and Central Asia lived in an environment that was relatively marginal for their technology and subsistence pattern. The Denisovan population could well have lived in parts of South or Southeast Asia -- subtropical and tropical areas comparable to Africa in their ecological diversity and resource richness.

    We might have imagined that the Denisovan population would be more diverse than Neandertals -- that it might have been comparable in diversity to part of Africa, if not the entirety of Africa. The genome is inconsistent with that picture.

    How can we explain the apparent contrast?

    1. Maybe Denisovans didn't live in South or Southeast Asia at all. If not, that demands that we explain how Australians got their genes.

    2. Maybe the population was geographically extensive and diverse, but the genome from Denisova Cave doesn't represent it well. If so, we might discover that Sahulians actually have even more ancestry from this group. Alternatively, we might find that the early history of the population was widely shared, but the recent history diverged between Siberian and other branches of the Denisovan-inhabited region.

    3. Maybe African diversity emerged from a much more complex series of interactions than we now appreciate. The demographic model of Li and Durban doesn't encompass admixture, just the probability of gene coalescence across time. We have recently begun to appreciate the reality of ancient African population structure. If those initial African populations were more divergent from each other than Neandertals and Denisovans, their later mixture would give rise to a picture of early population expansion, even if each of them had relatively low (Denisovan-like) diversity.

    This picture is already complicated. It will get more so. We have a long way to go before the archaeology of MSA and Middle Paleolithic peoples will be reconciled with these genetic models.

    The "modern human" catalog

    I think it's tremendously interesting that the authors have compiled a list of gene variants shared by living humans that are absent from this high-coverage archaic human genome. It's a first step to identifying networks of genes that have been subject to recent evolutionary change in human ancestors.

    That being said, the list of genes itself doesn't lend itself to concrete conclusions:

    One way to identify changes that may have functional consequences is to focus on sites that are highly conserved among primates and that have changed on the modern human lineage after separation from Denisovan ancestors. We note that among the 23 most conserved positions affected by amino acid changes (primate conservation score ≥ 0.95), eight affect genes that are associated with brain function or nervous system development (NOVA1, SLITRK1, KATNA1, LUZP1, ARHGAP32, ADSL, HTR2B, CBTNAP2). Four of these are involved in axonal and dendritic growth (SLITRK1, KATNA1) and synaptic transmission (ARHGAP32, HTR2B) and two have been implicated in autism (ADSL, CNTNAP2). CNTNAP2 is also associated with susceptibility to language disorders (27) and is particularly noteworthy as it is one of the few genes known to be regulated by FOXP2, a transcription factor involved in language and speech development as well as synaptic plasticity (28). It is thus tempting to speculate that crucial aspects of synaptic transmission may have changed in modern humans.

    Interesting. I can imagine a Ph.D. dissertation looking into the function of each of those genes. It is surely true that in the last 300,000 years, human brains have been evolving. But why these genes as opposed to others? And how many regulatory changes (as opposed to amino acid changes) may have been further involved?

    Maybe even more interesting: How many times will the human alleles be found in some other Denisovan (or Neandertal) genomes, and how often will the "archaic" allele be found in anyone living now?

    A limited series of comparisons is too small to exclude that the range of variation will overlap, as fossil analysts have known for a long time. So we will need to work on extending our knowledge of the range of variation within living people, by increasing the sample of genomes representing populations around the world, particularly in Africa.

    The technology

    Of course, the most exciting thing about the new paper is the proof of concept for future high-coverage archaic genomes. The lab was able to generate the high-coverage sequence using its existing samples, by sequencing single-strand DNA instead of requiring double-strand DNA. This is a massive advantage when working with ancient DNA, because damage to the sequence often prevents double-stranded DNA from being amplified.

    The paper makes explicit that the Denisova phalanx simply has better endogenous DNA preservation than any other specimen known. That being said, the new sequencing method has greatly increased the sequence yield from the sample:

    We applied this method to aliquots of the two DNA extracts (as well as side fractions) that were previously generated from the 40 mg of bone that comprised the entire inner part of the phalanx (2, 8). Comparisons of these newly generated libraries to the two libraries generated in the previous study (2) show at least a 6-fold and 22-fold increase in the recovery of library molecules (8), which is particularly pronounced for longer molecules (fig. S4).

    It would be too soon to say that a similar increase in yield will happen for other specimens, but obviously, this may bring higher coverage into reach for several specimens that are currently only sequenced at very low coverage, including the Vindija, Mezmaiskaya, and El Sidron Neandertals. We will have to wait and see how the new technique affects ancient DNA recovery going forward.

    I keep telling people that I think it's exciting that research into human evolution is now pushing technology forward. It has often been that paleoanthropology uses technological advances in other fields. But with ancient DNA, we really see an organic growth of technology along with research questions about our evolution. In our work on the ancient genomes, we're making some progress pushing forward knowledge about human biology by understanding human evolution. Evolution really is the fundamental principle of biology, but using evolution to learn about biology sometimes requires traveling through time. Ancient DNA gives us a time machine bringing new insights into reach.


    References

    Synopsis: 
    A technological advance in library preparation gives rise to much better knowledge of the ancient Denisovans
  • Neandertal ancestry "Iced"

    Wed, 2012-08-15 15:24 -- John Hawks

    I've been mobbed with e-mails from readers asking about my reaction to the new paper by Anders Eriksson and Andrea Manica in PNAS, titled "Effect of ancient population structure on the degree of polymorphism shared between modern human populations and ancient hominins" [1]. The paper asserts that Neandertal similarity in the genomes of living people outside Africa can be explained only in terms of incomplete lineage sorting from the shared human-Neandertal common ancestral population in Africa. If the paper's assertions were accurate, we could go back to thinking that all the genetic heritage of people today traces back to Africa, although we would still need to abandon the idea that the African population had undergone a small bottleneck.

    I have not been posting as frequently the last month or two because I have been out of the country doing science.

    The new paper's press release has given rise to quite a lot of media attention, much of which unfortunately misrepresents our current knowledge of human and Neandertal genomes. Razib Khan summarized the situation on Monday, in a post titled, "Why you shouldn't publish in PNAS". I agree with his criticism, although I have a perspective coming out soon in PNAS. In fact, I suppose this episode shows why everyone should publish in PNAS, because so many journalists will just parrot press releases instead of asking relevant experts. Ewen Callaway did a great job on this story by putting it into the broader context ("Neandertal sex debate highlights benefits of pre-publication"). You will notice how no other science writers with any Neandertal knowledge picked up this press release...

    Paleoanthropology is a field where data are rare and precious, and we do a lot of arguing about the validity of models. I love arguing about the validity of models (Cliff Notes version: All models are wrong).

    Genomics is not such a field. We have abundant data today to compare with Neandertal genomes. Yet puzzlingly, the idea of Neandertal ancestry has been challenged by several papers that haven't performed any new empirical comparisons at all. I'm struggling to figure this out. We have an unparalleled ability to explore the genomes of humans and Neandertals, and we should believe a computer model with no empirical data?

    I've been assessing the Neandertal similarity of 1000 Genomes Project samples here on my blog (e.g., "Which population in the 1000 Genomes Project samples has the most Neandertal similarity?"). This is ongoing research here in my group, but we've been making it open because it tells us immediately that some hypotheses about Neandertal similarity must be wrong. Modeling is a lot of work. We're trying to avoid putting a lot of investment into modeling that will be easily refuted by the next piece of genomic data. Data are flowing now so rapidly that we can afford to be naive empiricists.

    For example, our comparisons quickly refute the hypothesis that Neandertal similarity comes only from ancient population structure in Africa. That hypothesis predicts much more heterogeneity within Africans in Neandertal similarity than exists today. We've shown that the heterogeneity in Africans is basically the same as within Europeans or Asians, and that the variance among African populations so far is quite small. Those are very simple observations, which are consistent with what Yang and colleagues [2] concluded on the basis of the frequency spectrum of Neandertal alleles in large samples of living people. Even though many Neandertal-shared SNP alleles came from incomplete lineage sorting, the signature of excess Neandertal sharing outside Africa must come mostly from recent introgression. In Ewen Callaway's article about this research, David Reich dismissed the new paper by Eriksson and Manica as "obsolete". I agree. The paper describes a model without carrying out any new empirical comparisons, and so has fallen behind where the science has gone.

    Another example is the proportion of Neandertal ancestry. Initially, the proportion of ancestry from Neandertals in living people was argued to be between 1 and 4 percent [3]. That was a model-based estimate that was the best possible under the assumption that Africans have no Neandertal ancestry. We now have a lot more human comparisons, which would make possible a more precise estimate of the mean. I hesitate to provide a new estimate, because we have shown that some Africans have substantial evidence of Neandertal similarity, which throws the baseline for any estimate into question. How much Neandertal ancestry is present in living people must depend on a more complex model of mixture among later populations. The result will still be small (probably less than 6 percent) but understanding this proportion will help us to evaluate when and where Neandertal genes flowed into our populations.

    Here's a third example. I haven't written about here yet, but I have been lecturing about it quite widely over the past few months. Earlier this year, the genome of Ötzi the Tyrolean Iceman was reported by Andreas Keller and colleagues [4]. Aaron Sams and I downloaded the data and have been carrying out several different kinds of comparisons. A picture:

    Otzi 1000 Genomes Neandertal comparison

    I'd like to see the model of African population structure that could explain this result...

    If you'll remember my earlier posts on the 1000 Genomes Project samples, this chart is a histogram of the number of shared Neandertal derived SNP alleles in different samples. The European and Asian samples are substantially greater than either African sample (here, Luhya and Yoruba colored differently). If we took as a baseline that Europeans have an average of 3.5 percent Neandertal, Ötzi would have around 5.5 percent (again, the actual percentage would be highly model-dependent). He has substantially greater sharing with Neandertals than any other recent person we have ever examined.

    You can imagine, we have carried out just about every comparison we can think that could explain this result as anything other than greater Neandertal ancestry. Aaron and I will be putting our manuscript on the arXiv as soon as we've both signed off on all the text and figures, hopefully this week. This is simple stuff, and I see no reason not to be open about it -- anybody with the Ötzi data can immediately do the same thing.

    We think that showing and sharing these comparisons will save people a lot of useless effort. Personally, I can't believe that these people spending effort on population models for Neandertals aren't talking to those of us who have already carried out these comparisons and have already presented them in public. I guess we'll find out if secrecy or openness leads to better science.

    Meanwhile, I can share the abstract of the conference paper I'll be presenting in September at the meeting of the European Society of Human Evolution in Bordeaux:

    Evaluating recent evolution, migration and Neandertal ancestry in the Tyrolean Iceman

    Paleogenetic evidence from Neandertals, the Neolithic and other eras has the potential to transform our knowledge of human population dynamics. Previous work has established the level of contribution of Neandertals to living human populations. Here, I consider data from the Tyrolean Iceman. The genome of this Neolithic-era individual shows a substantially higher degree of Ne- andertal ancestry than living Europeans. This comparison suggests that early Upper Paleolithic Europeans may have mixed with Neandertals to a greater degree than other modern human populations. I also use this genome to evaluate the pattern of selection in post-Neolithic Europeans. In large part, the evidence of selection from living people’s genetic data is confirmed by this specimen, but in some cases selection may be disproved by the Iceman’s genotypes. Neolithic-living human comparisons provide information about migration and diffusion of genes into Europe. I compare these data to the situation within Neandertals, and the transition of Neandertals to Upper Paleolithic populations – three demographic transitions in Europe that generated strong genetic disequi- libria in successive populations.


    References

  • Modern humans in with a whimper

    Fri, 2012-07-20 16:10 -- John Hawks

    A short, open access review paper by Isabel Alves and colleagues [1] registers two important points:

    Until recently, the out-of-Africa model of human evolution was favoured by most genetic analyses, but this model collapsed when the sequencing of the Neanderthal genome revealed that 1%–3% of the genome of Eurasians was of Neanderthal origin. At the same time, refined analyses of modern human genomic data [1]–[3] have changed our view of evolutionary forces acting on our genome. While most people assumed that the out-of-Africa expansion had been characterized by a series of adaptations to new environments [4]–[6] leading to recurrent selective sweeps [7], our genome actually contains little trace of recent complete sweeps [2], [3], [8] and the genetic differentiation of human population has been very progressive over time, probably without major adaptive episodes [9].

    I disagree slightly with the latter point about selection -- in fact, we have abundant signs of recent positive selection in the genome, but those signs are nearly all very recent partial sweeps in different human populations. Complete sweeps and near-complete sweeps are indeed few, suggesting that there was relatively little directional adaptive evolution associated with the "origin of modern humans." Measuring by genetic change, agriculture was many times more important than the appearance of modern humans throughout the world. The important point with respect to archaic humans is that there are precious few genetic changes shared by all (or even most) humans today, that are not also shared with Neandertals, Denisovans, or plausible other archaic human groups (such as archaic Africans).

    That of course follows from the fact that a fraction of today's gene pool actually comes from those ancient groups. Their variation is (by and large) human variation..

    Most anthropologists do not yet fully understand this genetic picture. We cannot presently define "human" in a genetic sense without including Neandertals.

    Alves and colleagues discuss some important corollaries of the two key observations above. An important one:

    Even though our simulated scenario is unrealistically simple, it is likely that differential admixture should affect population genetic affinities under more complex models of population differentiation. The proper interpretation of human genetic affinities should thus probably be re-evaluated in the light of these results.

    A lot of studies of human genetic variation have assumed no mixture with archaic humans. Such studies are now obsolete. Whole-genome evidence is coming online, and with that evidence we must apply new analytical methods that incorporate more complex demographic hypotheses. These more complex models will require greater attention from anthropologists and population geneticists, but they should give us a more accurate picture of the causes and background of human diversity.


    References

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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.