john hawks weblog

paleoanthropology, genetics and evolution

Quote of the day

Thu, 2005-09-08 17:26 -- John Hawks

From Jerry Pournelle:

"'Trust us, we're the professionals' is almost always snake oil, and if you drink the snake oil you should not be astonished to discover that it wasn't even pure snake oil. There's probably kerosene and strychnine in there too."

Frontiers of human origins

Wed, 2005-09-07 22:13 -- John Hawks

This month's Discover came in the mail today. In celebration of their 25th anniversary, their issue is devoted to "Frontiers of Science", with articles covering the (speculated) cutting edge in different fields. One spread is dedicated to "Human Origins", with a short piece by Carl Zimmer, an interview of Tim White, and a graphic.

Zimmer's article, "Digital ancestors walk again" covers the increasing use of CT imaging and reconstruction of hominid fossils. The subtext is that anything high tech must be better -- for example, the article labors under the misimpression that we cannot study endocranial contours without cutting a skull open.

Also, a read of the article gives the impression that every finding from this new advanced technology supports splitting hominids into several species (in particular, it mentions the Liang Bua endocast reconstruction and the virtual Neandertal growth series assembled by Ponce de Leon and colleagues). Probably this trend will continue as long as few people work with scans except the people who do them.

Here's the conclusion:

As the use of CT scans expands, paleoanthropologists are developing new avenues for uncovering clues to our past. They are discovering signs of healed wounds, of toothless old hominids who must have been cared for by others. Some researchers are even producing full-length virtual skeletons to which they can attach virtual muscles and make the ancient hominids walk again. Most significantly, CT scans can liberate hominid fossils from museum drawers. Once a research team makes a scan, they can post the data on a Web site for other researchers to analyze, bringing a precious hominid fossil to new sets of eyes and new sets of questions.

So utopian....

But Tim White has a different view of the kind of technology changing the field:

What technology advances are changing the way you study evolution?

W: The global positioning satellite system. WIth GPS, we no longer have to worry about the position of a fossil. Some of the biggest blunders in the history of paleoanthropology were made by people who lost the place where a fossil came from. There's no excuse for that anymore. The other big advance is in geochemical dating....

No CT scans there.

Personally, I think CT will have a limited set of impacts. The best thing is that it will allow any lab in the world to have as full a set of comparative data as have been released. Currently, it's useless for that purpose; there's just not enough access. But that is changing, and CT scans are as useful to a practiced eye as casts -- which are much less available today even as CT increases. In fact, high-resolution CT may essentially end casting of new fossils, since that is one of the major sources of damage. We'll be doing a lot of comparative work with imaging in the future.

On the other hand, I think CT will have a really limited impact on the study of new fossils. For one thing, those of us who are used to studying fossils are trained to deal with fragments. People do reconstruct fossils, but reconstruction is not essential to studying most morphology. Another thing we are trained to deal with is distortion. Especially plastic deformation can affect the very shape of the fossils we work with. We correct for it by examining which morphology is affected or unaffected, and by making conservative estimates. CT imaging is too tempting in this scenario -- it encourages people to think they have corrected problems, when instead it is merely adding geometric assumptions.

CT imaging and reconstruction is often proposed as a way to deal with distortion and fragmentation: Zimmer mentions the "sophisticated mathematical software to find the best way to assemble" reconstructions. But these can end up just as biased as any handmade reconstruction, even when the distortions are fairly apparent. There has been substantial disagreement about the CT reconstruction of Stw 505; we may find that the reconstruction of the Sahelanthropus skull faces similar problems.

There are three main benefits of CT reconstruction: it allows repeated trial and error assembly without actually grinding bone contacts against each other, it allows mirror-image substitution for missing parts, and it allows a skull to be geometrically fit to a model. The repeated trials are very valuable: they give an experienced anatomist a chance to try slightly different configurations to sense the range of variation resulting from the state of preservation. The mirror-image reconstruction is valuable for visualization, but potentially misleading for scientific comparison -- try taking a flat mirror and reflecting half your face: notice how hard it is to align the mirror properly and how odd it makes you look and you'll have an impression of the problem. The widespread use of geometric fitting is a potential disaster: by encouraging the use of a model, it reduces the range of biological variability expressed in fossils. When these mathematically-fitted reconstructions are then fed into mathematical comparisons, the structure of the data will be biased by the reconstruction technique in ways that may not be visually apparent.

Anyway, despite all the math, the computer is only as good as the scientist running it -- the principle of "garbage in, garbage out" is everlasting.

The Peking Man Skulls Searching Committee

Tue, 2005-09-06 22:59 -- John Hawks

AFP is reporting possible progress in the hunt for the missing Zhoukoudian bones (via Palanthsci):

Several interesting clues have come to light in recent months, according to members of a recently established committee charged with looking for the Peking Man's bones and other missing relics, the China Daily reported.

If the clues lead anywhere, it could potentially mark a breakthrough in a search that has lasted since the early 1940s.

Five skull fragments belonging to Peking Man were lost under mysterious circumstances during World War II and have never been recovered.

Just in the last two months, the committee has received 63 tip-offs on the whereabouts of the elusive relics, said Liu Yajun, deputy head of the commission.

People's Daily Online has a more detailed account:

FOUR KEY CLUES AMONG 63 PIECES OF INFORMATION

The committee has received 63 pieces of information from areas like Beijing, Jilin Province, Fujian Province and Taiwan Province in the past two months. Experts with the committee screened the information and found four might be important:

A citizen surnamed Wu in Beijing claimed a professor surnamed Gu in Gansu Province once was invited to write autobiography for Jia Lanpo, one of the finders of the Peking Man skulls and also a guru on Peking Man studies. Gu once "recorded an American major's testimony at the Far East Military Court when researching at a Japanese archive, and the testimony mentioned the skulls."

A citizen surnamed Ren in Beijing claimed he knew one person whose father was a doctor in Peking Union Medical College Hospital, where the skulls were kept, and the doctor "took one skull home and the skull now is buried in a house."

A citizen surnamed Liu said he could help contact a wartime revolutionist who "has a Peking Man scull [sic] at hand."

A citizen surnamed Wu from Jiangxi Province said a 121-year-old man in Jiangxi once served as a high-ranking official under Dr. Sun Yat-sen, the forerunner of China's democratic revolution. The old man claimed that "the skulls are still in China" and he knows the whereabouts.

This quote seems like the significant one behind the committee's motivations:

"Mankind can give up many things, but there is one thing that we can never abandon -- that is our ancestors," said Gao Xing, an expert of ancient vertebrates, with the Chinese Academy of Sciences (CAS).

I think it's pretty safe to say that the bones don't have any hidden power to open a fifth dimension or anything. Not exactly the stuff of a Lara Croft movie.

Then again...CourtTV of all places has a long account of the Zhoukoudian discoveries, including the loss of the fossils. That article, by Rachael Bell covers some of the theories (in the crackpot notions sense, not the well-supported scientific ideas sense).

Anyway, don't hold your breath.

Prehistory of falciparum malaria

Tue, 2005-09-06 16:59 -- John Hawks

Martin and colleagues (2005) have a PNAS paper examining the coevolution of falciparum malaria (Plasmodium falciparum) with early humans.

The closest relative of P. falciparum is P. reichenowi, which infects chimpanzees but not humans. The study finds that the difference between these parasites is in their mechanism for attacking red blood cells:

P. falciparum and P. reichenowi are two morphologically indistinguishable Plasmodium species that nevertheless exhibit strong host preferences for humans and chimpanzees, respectively (11, 12, 15). Recent phylogenetic sequence studies have confirmed the genetic distinctness of these species. However, no comparative functional studies had been done until now. From the present experiments, we conclude that the strong host species preferences of P. falciparum and P. reichenowi could be explained on the basis of differences in host erythrocyte Sias. Our data show not only that PfEBA-175 prefers Neu5Ac but also that Neu5Gc interferes with this binding, likely explaining why P. falciparum is unable to successfully infect healthy chimpanzees. Conversely, PrEBA-175 strongly prefers Neu5Gc, perhaps explaining why P. reichenowi failed to infect human subjects in old studies (11, 12). The impact of merozoite invasion ligands on host species specificity has been confirmed recently in the simian malaria, Plasmodium knowlesi, in which knockout of P. knowlesi DBP-, an invasion ligand related to EBA-175, renders that parasite unable to invade human erythrocytes (53).

They corroborate the hypothesis by showing that Aotus monkeys, which can also host P. falciparum, has evolved the human-like Neu5Ac on their blood cells.

The bottom line is that the original loss of Neu5Gc in humans probably was a malaria defense, dating to around 3 million years ago. Later, a new strain of Plasmodium evolved the capacity to attack Neu5Ac effectively; this strain became today's P. falciparum.

References:

Martin MJ, Rayner JC, Gagneux P, Barnwell JW, Varki A. 2005. Evolution of human-chimpanzee differences in malaria susceptibility: relationship to human genetic loss of N-glycolylneuraminic acid. Proc Nat Acad Sci USA 102:12819-12824. Full text online

The sad tale of the Black Indians

Tue, 2005-09-06 16:11 -- John Hawks

Wired is running a compelling story of tribal citizenship, genetic ancestry, and race (via Dienekes).

The subjects of the story are "Black Indians": people of ultimately African descent who are historically affiliated with Indian tribes. In many cases, their ancestors were slaves held by the Indians, who were later freed and continued to live with the tribes as members, called Freedmen. Many of these people intermarried with the Indians, and their descendants today claim tribe membership.

But not without conflicts:

For the better part of the 20th century, black Indians were permitted to vote in elections, sit on tribal councils, and receive benefits. Tribal leaders now insist that the Freedmen were never actually citizens and that they will never attain the honor of membership because they don't have Native American blood. In 1983, the Cherokee tribe established a rule requiring citizens to carry a Certificate of Degree of Indian Blood. This federal document is available to anyone whose ancestors are listed on the Dawes Roll - a 1906 Indian census that excludes Freedmen. In 2000, the Seminoles expelled all 2,000 black members and denied their families a cut of the reparations money - never mind that their ancestors joined the tribe in the 18th century, endured the march from Florida to Oklahoma in the 1830s, and have considered themselves Indian for generations.

Outraged, numerous Freedmen have turned to the courts for help. In the most celebrated case, a black tribal leader named Sylvia Davis filed suit against the Seminole tribe in 1994 to get her son a $125 clothing stipend from the Seminole reparations money. But US courts have repeatedly refused to meddle in Indian affairs, noting that the sovereign nations determine their own membership criteria. Davis suffered a serious - and perhaps final - setback last year, when the Supreme Court refused to consider her appeal of a lower court's ruling that the Seminoles could not be sued in federal court. (The Bush administration filed a brief on behalf of the tribe.)

Now, just as the Freedmen's struggle appears all but lost, new hope is emerging from an unlikely place - the front lines of genetic science. Last year, several Freedmen leaders were approached by a molecular biology professor named Rick Kittles. As head of African Ancestry, a company he had recently founded to sell DNA testing services to amateur genealogists, Kittles promised to reveal any customer's preslavery roots, whether they stretch to the Tikar of Cameroon or the Mende of Sierra Leone.

Hinging on the struggle are opportunities to collect scholarships, reparation funds, casino profits, and tribal development grants.

Genetic methods ought to be of some use here. The article describes the arbitrary assignment of Freedmen to tribes or not in the original Dawes Roll, often based on eyeballing features like the prominence of the cheekbones. But of course genetic methods are not without their problems (also described in my earlier posts).

And there appears to be little prospect that the genetic tests will be accepted:

Other tribes are just as closed-minded. When I ask Jerry Haney, the Seminole chief who expelled the tribe's black members in 2000, whether he might reconsider his stance based on DNA tests, he huffs. "They can claim all the Indian they want," he says, "but they cannot become a member of the Seminole Nation by blood. They're down there [on the roll] as Freedmen. They're separate."

But all this might not matter if the results worked out. That's the really interesting part, and it starts on page 4.

Proconsul book reviewed in Science

Mon, 2005-09-05 10:56 -- John Hawks

A couple of weeks ago, Robert Proctor reviewed Alan Walker and Pat Shipman's new book, The Ape in the Tree: An Intellectual and Natural History of Proconsul. Here's a quote:

Walker is probably best known for having found the Nariokotome Boy, a 1.7-million-year-old specimen of Homo erectus (or H. ergaster, as the splitters have it). The discovery and significance of that remarkably complete hominid fossil from the western shores of Lake Turkana are beautifully chronicled in the authors' Wisdom of the Bones (1), which won the Rhone-Poulenc science books prize. The Ape in the Tree is a successor volume of sorts, presented with Shipman's well-honed flair for telling a good story. And it offers lots of good stories: from early carnivals with apes (Consul was a famous Parisian performing chimp from 1903), to early fossil hunters attacked by hippos and eaten by crocodiles, to Louis Leakey's push to find very early cultural hominids in Africa (and, less sagely, even in America, whence his endorsement of the bogus Calico Early Man site in California). We read about how the 1947 Pan-African Congress of Prehistory became a turning point in the recognition of Africa as the birthplace of humanity (as Darwin had predicted and most everyone else had later denied); about Leakey et al.'s expedition to Rusinga Island in Lake Victoria, where Mary Leakey in 1948 found a nearly complete Proconsul skull; about Louis Leakey's misfired efforts to humanize the creature; and about how a "pothole" full of fossils on Rusinga turned out to be a hollowed-out petrified tree (Proctor 2005:1188).

I've flipped through the book at Barnes and Noble; one of the things the review doesn't mention is the inclusion of some very nice artwork by John Gurche (including the cover).

So, the discovery of Miocene apes might not seem like the most compelling subject (and indeed I haven't been compelled to buy it yet), but it does offer some new stories for those tired of shopworn tales about early hominids.

References:

Proctor RN. 2005. Finding life in old bones. Science 309:1188. Full text (subscription required)

Selection, nuclear genetic variation, and mtDNA

Mon, 2005-09-05 00:10 -- John Hawks

Weaver and Roseman (2005) review the case for Neandertal extinction based on ancient mtDNA. They present simulations that demonstrate that a Neandertal contribution to the modern human mtDNA pool is very unlikely. These simulations are simpler than those carried out by Currat and Excoffier (2004), but considering the publication schedule of Current Anthropology, they were probably completed earlier. Their conclusion is the same: if mtDNA has not undergone a selective sweep, then Neandertals almost certainly became extinct without issue.

But that's not especially news: indeed, it was strongly suspected even before ancient Neandertal mtDNA sequences were discovered (e.g. Manderscheid and Rogers 1996). The question has been, and remains, is human mtDNA actually neutral? Or is its recent pattern of variation in living humans the result of recent selection within the human lineage? If there was a selective sweep in humans, then the mtDNA of Neandertals shouldn't look like modern human mtDNA for that reason. This wouldn't prove that Neandertals contributed other genes to later people, but it would make their mtDNA variation irrelevant to their ultimate fate.

Unlike most papers on the topic, Weaver and Roseman (2005) review this issue. On the basis of their review, they conclude that mtDNA is almost certainly neutral. Here's how they put it:

For the selective-sweep alternative to be correct there would have to have been virtually simultaneous selective sweeps in hundreds of unlinked genetic regions, which seems unlikely (Weaver and Roseman 2005:682).

That does indeed seem unlikely, so it might seem that they have made a solid case.

But -- unsurprisingly to those who read the weblog often -- I think they have left out many important aspects of the story. There is a strong case for mtDNA selection, but Weaver and Roseman (2005) omit much of the data that point to that conclusion. And some of the data that they include actually indicates quite the opposite of what they claim.

They make a very common assumption -- one that is widespread in the human genetics literature -- but one that is nonetheless wrong: every expansion is the same expansion. A review of the sources that Weaver and Roseman (2005) cite shows quite the opposite: expansions are not all alike, and expansions estimated for nuclear DNA may actually prove that mtDNA was selected.

This is a very long post, and I have hidden most of it beneath the fold. Click on in if you want my take on selection on mtDNA....

Is it reasonable to think that mtDNA was selected?

Before embarking on a review of Weaver and Roseman's argument, it is important to tackle one central question: Is it even reasonable to think that mtDNA was selected?

If this were an unreasonable idea, there would be no point to arguing for it. So what reason might one have to think that a selective sweep of mtDNA might have happened?

Within the past 30,000 to 1 million years, human populations have changed radically in longevity (Caspari and Lee 2004), brain size (Lee and Wolpoff 2003; Ruff et al. 1997), diet, and energetics (Leonard and Robertson 1997; Sorensen and Leonard 2001). Human mtDNA variants have been found to be associated with chronic diseases of aging , brain disorders (Zhu et al. 2004), performance in athletes (Niemi and Majamaa 2005), and longevity itself (Niemi et al. 2005). The present pattern of variation also appears to be correlated with climate (Ruiz-Pesini et al. 2004), and may affect the dietary energetics and insulin metabolism (Lowell and Schulman 2005).

Simply put, variation in mtDNA is a strong target for further research into the effects of aging, metabolism, and disorders of the brain for a reason: it impacts all these areas strongly.

Together, these facts strongly suggest that human mtDNA may have undergone multiple adaptive substitutions within the past million years. They don't prove that such selection happened, but they give abundant reason to suppose that it might have. Indeed, Ruiz-Pesini et al. (2004) suggest that adaptive selection has happened on mtDNA in some regions of the world in recent times. This suggestion is fully consistent with -- and even foreshadows -- the idea that mtDNA underwent many adaptive substitutions during human evolution.

In fact, this is exactly the same logic by which many nuclear genes have been asserted to have been positively selected recently in human evolution. Consider the case of FoxP2. Enard et al. (2002) proposed that this gene had undergone a selective sweep within the past 200,000 years in humans, and Klein (2002) made it the centerpiece of his argument that language had evolved recently at the origin of modern humans. Like mtDNA, FoxP2 is strongly out of mutation-drift equilibrium. But human FoxP2 shows many fewer amino acid substitutions compared to chimpanzees than does human mtDNA (2 for FoxP2, 50-60 for mtDNA), meaning that the possibility of selection on human mtDNA should be greater, not less. And FoxP2 is only one functional gene; mtDNA contains 13 peptide-coding regions (Arnason et al. 1996), selection on any one of which would affect the entire molecule.

So what exactly is the difference that leads the same people to say that FoxP2 is selected and mtDNA is not? There is no statistical test of selection that shows FoxP2 to be selected and mtDNA not. Human mtDNA completely fails standard tests of neutrality such as Tajima's D (Merriwether et al. 1991), the ratio of synonymous to nonsynonymous substitutions (Wise et al. 1998), and comparison of within-species to between-species diversity (Wise et al. 1997).

In fact, the only difference I can find is that there is a literature that assumes mtDNA neutrality and attempts to use its variation to determine what kind of neutral event could explain its variation without selection. The only kind of event that suffices is a massive expansion of the human population -- estimated to be a hundred-fold or greater -- from an initial effective population size of fewer than 10,000 individuals to many millions (Harpending et al. 1998; 1993; Sherry et al. 1994). This event is proposed to have occurred anytime from 40,000 years ago to as much as 150,000 years ago or longer -- although the data indicates that it must have occurred earlier in Africa and later in Europe and East Asia.

There is no history of such an assumption for FoxP2 (although it might equally be suggested to represent such an event), therefore its variation is logically assumed to represent a selective sweep.

Population expansions

Thus, the issue of mtDNA selection cannot be separated from the issue of population expansion. It should be noted that an expansion of the human population does not disprove the hypothesis that a selective sweep occurred, but it does provide an alternative hypothesis that might explain the pattern of variation (although not the involvement of mtDNA in energy metabolism, diseases of aging, brain disorders, etc.).

Happily, we can test this alternative. Other genes, in particular, all neutral regions of the nuclear genome, must reflect the same demographic history as mtDNA. Thus, these genes should also show evidence of a massive population expansion.

What's an order of magnitude between friends?

Here's what Weaver and Roseman (2005:681-682) say about nuclear genomic evidence for population expansions:

We believe that the close correspondence between studies of mtDNA and microsatellites and recent studies of autosomal and X-chromosome SNPs that controlled for ascertainment bias and population subdivision makes it reasonable to assume a model of rapid human population growth from a small size, starting 200,000-40,000 years ago.

The microsatellite study they cite is the review by Zhivotovsky et al. (2003). Here's what Weaver and Roseman (2005:681) say:

Most populations show strong signatures of population growth with estimated start times that are consistent with those for mtDNA.

Here are the actual figures from Zhivotovsky et al. (2003:1179):

Estimate: Africa
(Hunter-gatherers)
Africa
(farmers)
Eurasia East Asia
Estimated expansion time (kya) 4.3 35.3 25.3 17.6
Effective population size before growth 2609 1883 1760 1688

In short, these populations are all estimated to have expanded from an effective size of less than 2000 at a time between 17,000 and 35,000 years ago (except hunter-gatherers, who are estimated to have expanded 4300 years ago).

Weaver and Roseman (2005:681) cite a wide range of estimates for mtDNA expansion times: from 200,000 to 40,000 years ago. This range of estimates is wide mainly because of uncertainty about the mtDNA mutation rate. In their simulations, Weaver and Roseman (2005:679) assume a growth starting at 40,000 years ago; this is at or near the latest possible date of expansion for Europe only from other studies (e.g. Harpending et al. 1993; Sherry et al. 1994). Weaver and Roseman (2005:679) assume a preexpansion female effective size of 1000.

Compared to these mtDNA estimates, the microsatellite estimates are not so bad. They are more recent than the most recent possible for mtDNA by a factor of two, but their preexpansion population size is consistent.

What about the SNPs? The autosomal and X chromosomal SNP study they refer to is Marth et al. (2004). Weaver and Roseman (2005:681) say this:

They concluded that all samples showed signatures of population growth consistent with the results for mtDNA. The East Asian and European-American diversity fit a model of a bottleneck followed by growth while the African-American sample fit a model of growth alone. Marth et al. estimated that post-bottleneck growth began 84,000-60,000 years ago for the East Asian sample and 86,000-54,000 years ago for the European-American sample, which overlaps the 200,000-40,000 years ago range for mtDNA. They estimated that growth in the African-American sample started earlier.

Here are the actual figures from Marth et al. (2004:360), for the best-fit models (bottleneck for European and Asian, expansion for Africa), with generations converted to years (assuming 20-year generations):

Estimate: European Asian African
Original population size 10,000 10,000 10,000
Bottleneck size 2000 3000 N/A
Bottleneck duration 10,000 12,000 N/A>
Expansion time 60,000 64,000 150,000
Final population size 20,000 25,000 18,000

The sharp-eyed will notice a couple of things about these tables. First, the initial population size between the microsatellite estimates and the SNP estimates is different by an order of magnitude. Now, that has an immense effect on the coalescence times expected for autosomal genes. The initial effective size of 10,000 in the SNP study recognizes that autosomal genes have coalescence times ranging from as little as 200,000 years (or less) to as ancient as 3 million years (or older). This range of dates is simply inconsistent with a long-term effective size of 1000-2000. This inconsistency alone means that the microsatellite estimates must be wrong.

This is a more severe problem than it might appear, because the signature for population expansion from the microsatellites requires a very, very small initial population size. This is because the estimates are based on the variance of allele size taken among sites -- meaning that different loci must have nearly exactly the same coalescent time to show a sign of population expansion (Kimmel et al. 1998; Zhivotovsky et al. 2000). The methods used to substantiate an expansion on microsatellite data simply lack the power to detect an expansion from a initial size as great as 10,000.

In other words, expansions are not all alike: the "expansions" estimated for the SNPs lie outside the statistical power of microsatellites entirely; the expansions estimated to explain microsatellite data are absolutely inconsistent with the large initial population size estimated for SNP data. Both these kinds of loci are autosomal: their evolution -- if neutral -- must follow precisely the same constraints.

Of course, the dates are also different, by a factor of three or more. But the other key difference is that these SNPs indicate not a simple expansion, but a bottleneck.

Can this bottleneck be consistent with the diversity of mtDNA? On the surface, it might seem that a post-bottleneck expansion and an expansion are the same thing. And Fay and Wu (1999) showed that certain kinds of bottlenecks might be consistent with mtDNA disequilibrium and nuclear DNA equilibrium. But the bottleneck estimated by Marth et al. (2004) is much less severe than the simulations of Fay and Wu (1999): [CORRECTION 9/5/05: these bottlenecks simulated by Fay and Wu (1999) are] three times longer (30,000 years) and involves one-half to one-third the population size during the bottleneck. In contrast, the simulations that are most consistent with the estimates of Marth et al. (2004) show that no large effect is expected upon mtDNA variation.

The same conclusion may be drawn from the simulations presented by Ambrose (1998), who tested whether a bottleneck associated with the Toba volcanic event 71,000 years ago might be consistent with human mtDNA variation. These simulations found that such a bottleneck could not be excluded by mtDNA variation. But they also found that the bottleneck could not by itself explain the pattern of mtDNA variation. Instead, a more ancient reduction in population size must have occurred, if mtDNA is neutral. Such a reduction has not been found for nuclear genomic data.

So, the evidence for population expansion from nuclear DNA is not consistent with mtDNA variation. Nor are estimates taken from microsatellites consistent with those taken from nuclear SNPs. All bottlenecks and expansions are simply not alike. Weaver and Roseman (2005) imply that these different sources of evidence are converging on a single answer. In fact, they are diverging from each other.

Why isn't an expansion just an expansion?

It is important to keep in mind the parameters of the possible models, to understand why evidence for expansions is not all alike. The simplest model of ancient demography is a one-parameter model: a single population size, unchanging over time back to infinity. This is the hypothesis of "no expansion", and it is in fact an assertion: the assertion that a model with more parameters does not explain the data better than the one-parameter model.

The next simplest model of demography is a three-parameter model. The parameters are the population size before a change, the population size after the change (or alternately, the magnitude of the change), and the time that the change happened. (A two-parameter model would include only time and magnitude of change; as long as the actual size of the population is important to us we are stuck with the third parameter.) This kind of model is often called a "two-epoch" model, meaning that the population was one size for some period of time, and another size for a second period of time. The only two-epoch demographic models are simple expansions and crashes.

A population crash causes genetic drift to increase -- and genetic drift tends to eliminate rare alleles from the population. So populations that have undergone a crash are expected to show a deficit of rare (low-frequency) alleles, or a surplus of high-frequency alleles. (This, by the way, is also the prediction of balancing selection.)

In contrast, a population expansion reduces the strength of genetic drift, meaning that rare (new) alleles should be more common than expected if population size had been constant. It takes a while for these new alleles to appear, so the strength of evidence depends on the time of the expansion -- that third parameter.

Now, let's stop to notice a couple of things. First of all, microsatellites are different from SNPs in that SNPs are often unique mutations, whereas microsatellite alleles are length polymorphisms that can be arrived at by lots of different mutations. This means that "rare" microsatellite alleles do not provide the same kind of evidence for expansion that rare SNPs do. In practice, estimates of ancient demography from microsatellite data do not depend on rare alleles at all; instead, they depend on the pattern of allele size variation among different microsatellite loci. That's one reason why the results of the microsatellite and SNP studies look so different: they are using different, apparently incommensurable, observations of variation.

Second, the consideration of the two-epoch model shows two options: a population crash or a population expansion. But one of these -- the crash -- is extraordinarily unlikely to be true for humans.

For one thing, the human population really did expand in size recently. Not only was there an incredible explosion of populations after the advent of agricultural subsistence, but also there is good archaeological evidence for substantial population expansions in the Late Pleistocene (e.g. Stiner et al. 2000).

For another, the human population is subdivided into many populations -- a structure that itself increases the proportion of rare alleles in the global population (Ptak and Przeworski 2002). So a population crash is essentially not an option. If the data significantly refute the one-parameter model (i.e. constant size), then expansion is the only kind of three-parameter model at play.

In other words, human genetic data are biased. They ought to show evidence of strong population expansion. They ought to be inconsistent with constant population size back to infinity.

So why, in so many cases, aren't they?

No expansion? Are you kidding?

As Weaver and Roseman (2005:681) note, Ptak and Przeworski (2002) reviewed more than 400 genomic regions and found no substantial evidence for expansion. And the "expansion" found by Marth et al. (2004; likewise Marth et al. 2003) is not the manyfold population growth that actually happened: it is an expansion from 10,000 people to 18,000 (at a minimum) or 25,000 (at a maximum) (!). As we have seen, only microsatellite data look remotely like the magnitude of human population growth, but they are completely wrong about the initial size and time of expansion.

There is a simple answer: the proportion of rare alleles is affected by things besides population size. As Ptak and Przeworski (2002), population subdivision is one of these. As Polanski and Kimmel (2003) note, ascertainment bias may be another. And natural selection is very likely to be another influence on the proportion of rare alleles -- even at "neutral" sites, considering the effects of linkage to selected sites (Gillespie 2000).

And as discussed by Marth et al. (2004), nuclear SNP data actually do not fit the three-parameter model. For non-African populations, they fit a five-parameter model: a bottleneck. This model reflects a mix of observations at different sites: there is an excess of low-frequency (rare) alleles, at the same time there is an excess of high-frequency alleles (Sherry 1996), as compared to both the three-parameter and one-parameter models. This excess of common alleles does not greatly reduce the appearance of a slight expansion in the three-parameter model, so it cannot account for the mismatch between genomic variation and archaeological data. But it may also result from the effects of selection, as certain SNPs may have been driven to high frequencies by positive or balancing selection.

Eswaran et al. (2005) suggest another explanation for the signature of a bottleneck in nuclear SNPs. They find that such a pattern is the expected result of the assimilation of archaic human lineages into an expanding modern human population. This pattern contrasts strongly with the expected signature of population expansion under a replacement scenario of modern human origins. They conclude that archaic assimilation is more consistent with the pattern of genomic SNP data than replacement.

As we can see, the explanation of nuclear genomic variation requires the consideration of many complexities that may affect the outcome. These complexities, taken together, mean that nuclear DNA variability bears no simple causal relationship with ancient population sizes. In particular, it cannot replicate the pattern of Upper Paleolithic and Holocene expansions that are reconstructed from archaeological data. Instead, estimates based on genetics (under assumptions of neutrality in up to five-parameter models) are generally more than an order of magnitude different.

It is therefore incorrect to say that nuclear genomic evidence is consistent with mtDNA variation. In fact, it currently appears to be inconsistent, although it is fairer to say that we do not know the relevance (if any) of genomic variation to demographic reconstruction. Strikingly, one of the few ways to make these different sources of data consistent with each other may be to require the survival and proliferation of nuclear gene lineages from archaic humans (Eswaran et al. 2005). Populations did grow, and and this growth may have affected the pattern of mtDNA variation. But the inconsistencies are great enough that they cannot currently be explained by demography alone.

Ancient genes and geography: the data Weaver and Roseman omit

Weaver and Roseman (2005) substantiated their assertion that mtDNA is neutral by using four primary references: Marth et al. (2004), Zhivotovsky et al. (2003), Ptak and Przeworski (2002), and Pritchard et al. (1999). As reviewed above, one of these (Ptak and Przeworski 2002) contradicts their argument, as do two others mentioned more briefly (Pereira et al. 2001; Hammer et al. 2003).

But there are other relevant sources of information not included in the paper. Three of them are absolutely critical, since they bear directly on the hypothesis that genetic material from archaic humans survives in present human populations.

The first category of "missing information" are the many studies of gene-geography relationships by Alan Templeton and colleagues (e.g., Templeton 2002). Based on the examination of the geographic variability of a dozen nuclear genes, these studies have concluded that an Out of Africa replacement of archaic humans cannot explain the pattern of human genetic diversity. Instead, the studies find significant evidence for ancient genetic structure including Europeans and East Asians. Templeton has argued (2002) that the pattern of mtDNA (and Y chromosomal) variation may represent one recent migration among many out of Africa; but the data are also consistent with a recent selective sweep. These data conclusively refute the hypothesis that no archaic gene lineages survived into living human populations.

Templeton's studies have been critiqued on the grounds that they may not actually distinguish survival of archaic gene lineages outside Africa from survival of archaic lineages inside Africa. In other words, it has been claimed (Pearson 2003; Eswaran et al. 2005) that ancient population structure within Africa might mimic the survival of gene lineages from outside Africa. Eswaran et al. (2005) show that this scenario is likely not the case, as nuclear genomic data apparently reflect the survival of archaic non-African lineages. But this equivocation bears little importance to the explanation of mtDNA: even the survival of archaic lineages from within Africa challenges the idea that mtDNA variation reflects the expansion of one small African population and the displacement of others. Instead, survival of archaic African lineages suggests that the ancient population size of Africans was effectively much larger (perhaps many orders of magnitude larger) than a neutral mtDNA hypothesis would admit. Together Templeton's work and the analysis of Eswaran et al. (2005) indicate that the majority of genomic loci preserve allelic variation that originally characterized archaic human populations.

The second category of evidence missing from Weaver and Roseman (2005) also bears on this issue of archaic survival. In addition to the genomewide analyses and Templeton's phylogeographic studies, both of which suggest the survival of a large proportion of archaic gene lineages, recent work has uncovered several genes that cannot be accommodated within the framework of a recent mtDNA expansion and replacement of archaic humans. These genes include (but are not limited to) the region around Xp21.1 (Garrigan et al. 2005), the Xp/Yp and 12q telomeric regions (Baird et al. 2000), and an inversion on 17q21.31 (Stefansson et al. 2005). Several other loci were discussed at the 2005 AAPA meetings, and I know of a few more that are in press.

In short, genomic data are not consistent with mtDNA neutrality, and a growing number of detailed studies have documented loci that represent the survival (and proliferation) of archaic human gene lineages. Much of this literature on specific loci has emerged in the last year; it is no surprise that it is missing from Weaver and Roseman (2005).

But Templeton's analyses have been well known for years, and they bear directly on the issue. They are mentioned by Weaver and Roseman (2005:677) only as evidence that anthropological geneticists "favor a predominantly extra-European origin for the earliest modern populations in Europe" (!!!).

The third category of missing information is the fossil and archaeological record. According to Weaver and Roseman (2005:682):

Our results stress the importance of fully integrating archaeological, fossil, and genetic evidence in investigations of modern human origins.

It is therefore striking that the paper includes no acknowledgement of the fossil and archaeological evidence that supports Neandertal-modern reproductive continuity. This evidence includes (but is not limited to):

  1. The persistence of Neandertal traits in post-Neandertal populations (Frayer 1993; Duarte et al. 1999; Wolpoff et al. 2001; Trinkaus et al. 2003). Trinkaus (2005:218) concludes that the model of no interbreeding between Neandertals and modern humans is "intellectually dead."
  2. The intergradation of Neandertal and contemporary populations, illustrated by their substantial morphological overlap in West Asia (Kramer et al. 2001; McCown and Keith 1939).
  3. Shared directionality of morphological evolution in Neandertals and contemporary populations (Hawks and Wolpoff 2001).
  4. The cognitive continuity of Neandertals and succeeding populations, evidenced by their substantially shared technical and symbolic ability (d'Errico 2003).

It seems clear that no genetic model that excludes a role for Neandertal genetic persistence can be considered to be "integrated" with these archaeological and fossil observations. Certainly considerable disagreement exists about the level of Neandertal contribution to later Europeans (as well as the level of Upper Paleolithic contribution to the more recent European gene pool). But evidence of intermixture is clear and recognized even by those who suspect that the actual level of such intermixture was low (Bräuer et al. 2004). Together with the full pattern of genomic evidence, it seems clear that such intermixture is a potent explanation for the evolutionary pattern of the early Upper Paleolithic in Europe, as well as other regions during the Late Pleistocene.

The bottom line

The issue here is not whether a population expansion occurred in the Late Pleistocene and Holocene. It certainly did. But does this expansion by itself explain the distinctive pattern of human mtDNA variation? And if so, does the fate of the Neandertals hinge on this demographic hypothesis?

A consideration of a fuller set of genomic data indicates that the answer to both these questions is no.

Human mtDNA has very likely been under positive selection. The evidence for this selection is as strong as for nearly any other selected locus. Although the specific target of the most recent selective sweep has not yet been identified, the same is true of other genes that are believed to have been under selection, such as FoxP2. The pattern of variation cannot be explained by population expansion, because other genomic regions are either inconsistent with mtDNA, inconsistent with each other, or inconsistent with any expansion at all.

Determining whether Neandertals particularly contributed genetic material to the living human population is a challenge. Even if clear evidence of archaic lineages is found, it is difficult to substantiate that these lineages were found in a particular region of Europe over 40,000 years ago.

Yet, substantial evidence of archaic lineages has been found. There is no question that some -- perhaps most -- human genes preserve allelic variation from archaic human populations.

The morphological and archaeological evidence suggest strongly that Neandertal genetic lineages survived into later Upper Paleolithic populations. Ultimately, the genetic test of Neandertal survival may be carried out by finding nuclear DNA sequences from Neandertal fossils themselves. Until that time, we can say only that some Neandertal contribution to the modern human nuclear gene pool is consistent with the known evidence.

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Another brain gene: AHI1

Sat, 2005-09-03 23:22 -- John Hawks

Ferland et al. (2004) examined the genetic etiology of Joubert syndrome (OMIM), in particular the gene AHI1 (OMIM). From the paper:

Joubert syndrome is an autosomal recessive brain disorder. Affected individuals show weakness, abnormal breathing and eye movements, clumsiness, cognitive difficulties and autistic behaviors. Joubert syndrome is defined by the absence of the cerebellar vermis (Fig. 1e,f) and by the 'molar tooth sign', formed by an abnormal configuration of the superior cerebellar peduncles (SCPs) that connect the cerebellum to the midbrain and thalamus (Ferland et al. 2004:1008).

The paper identified three amino acid variants in three disease pedigrees, each apparently a novel mutation. Aside from its involvement in Joubert syndrome, it is highly brain-expressed:

Ahi1 mRNA is also highly expressed in other brain regions that are not directly implicated in the Joubert syndrome phenotype, such as the cerebral cortex, hippocampus, basal ganglia and hypothalamus and weakly expressed in the thalamus (from E16.5 to adulthood; Fig. 4c−f). If the expression pattern in humans parallels that in mice, then some of the behavioral phenotypes associated with Joubert syndrome may be mediated by structures that are not usually malformed, such as the cerebral cortex (Ferland et al. 2004:1010).

The interesting part is that the gene appears to have undergone repeated adaptive substitutions on the human lineage. The ratio of nonsynonymous to synonymous mutations is significantly high for the gene, and 12 amino acid substitutions have occurred in the human lineage, a rate higher than in other hominoid lineages for the gene (although some of them are also elevated for this gene compared to other loci). They find that none of the 12 apparent substitutions are polymorphic in "several diverse individuals".

The "several diverse individuals is actually 10 individuals from five populations, so I doubt we have a conclusive answer about the present allelic variability of the gene.

The authors conclude this:

Although they are not definitive, these results suggest that positive darwinian selection occurred in AHI1 in the direct ancestors of humans and has been particularly pronounced in the first half of the gene. Key directional selection on AHI1 probably occurred after the common ancestor of human and chimpanzee, 6−7 million years ago, and before the common ancestor of modern humans, 200,000 years ago.

Chalk up another candidate for brain evolution.

References:

Ferland RJ, et al. 2004. Abnormal cerebellar development and axonal decussation due to mutations in AHI1 in Joubert syndrome. Nat Genet 36:1008-1013. Full text (subscription required)

Will Mozart make you smarter?

Fri, 2005-09-02 23:17 -- John Hawks

As the new semester gets underway, it's a good time to think of ways to improve all those assignments I will soon be reading. Few are as pain-free as listening to some old-school music. As in classical music.

As most people know, listening to Mozart will make you smarter. At least, that was the theme of the book The Mozart Effect, loosely based (very loosely) on work in the early 1990's that found that people did better on a spatial IQ test after listening to Mozart, as compared to listening to a relaxation tape.

Dave Munger at Cognitive Daily has been reviewing how the Mozart Effect has fared in the recent psychology literature (via Keats' Telescope). This post reviews a 2002 study that challenges the idea. That paper, McKelvie and Low (2002), shows no effect at all from listing to Mozart:

So in their task, McKelvie and Low used repetitive dance music by the group Aqua to compare to Mozart.

Students were divided into two groups -- one which listened to Aqua first, and the other which listened to Mozart first. After listening to an 8-minute musical excerpt, students were tested on spatial ability. Then they listened to the other excerpt and took a different version of the same test. The result: no significant difference for any of the music. All the test scores were statistically the same. There wasn't even a trend for Mozart.

This about sums it up:

If contrasting music doesn't result in lower IQ scores, then we're really not talking about Mozart enhancing spatial IQ scores, we're talking about verbal relaxation tapes inhibiting them.

Of course, that may explain Deepak Chopra as well...

But one later paper, reviewed in this later post, tends to support some kind of positive effect of classical music on performance, although pointedly not limited to Mozart.

Ivanov and Geake offer some interesting guesses as to why the music improves performance. They point to Rausher's argument that cognitive processing levels remain essentially the same while listening to Mozart's music. They also suspect that music may help to mask the otherwise distracting background noise that is present in nearly all "silent" classrooms.

Munger also reviews a second paper with equivocal results: it doesn't support a Mozart-specific increase, but it may be consistent with a music-related increase in performance.

As for myself, I wonder if this is related to the "mariachi effect" -- you know, how they play fast music in restaurants to make you eat faster.

References:

McKelvie P, Low J. 2002. Listening to Mozart does not improve children's spatial ability: Final curtains for the Mozart effect. Br J Devel Psych 20: 241-258.

Kurzweil interview: The Singularity Is Near

Fri, 2005-09-02 22:41 -- John Hawks

Regular readers know my interest in future evolution. Of course in some senses the future is unknowable, especially over the evolutionary time scale.

But over the shorter term, a lot of people think that technology will fundamentally alter humanity. The only thing is, these people never seem to agree on what form that alteration will take.

One of the most prolific futurists is Ray Kurzweil. One of his fundamental assumptions is that the technological progress toward artificial intelligence proceeds exponentially. Anybody who's seen an exponential curve knows that after a critical point, things start to change really, really fast.

InstaPundit is running an interview with Kurzweil, touching on his book The Singularity Is Near: When Humans Transcend Biology.

Here's an excerpt:

Arguably we already have powers comparable to the Greek gods, albeit, as you point out, piddling ones compared to what is to come. For example, you are able to write ideas in your blog and instantly communicate them to just those people who are interested. We have many ways of communicating our thoughts to precisely those persons around the world with whom we wish to share ideas. If you want to acquire an antique plate with a certain inscription, you have a good chance of quickly finding the person who has it. We have increasingly rapid access to our exponentially growing human knowledge base.

And there's this:

Our biological thinking takes place at chemical gradient speeds of a few hundred feet per second, millions of times slower than electronics. And our communication speeds are at the speed of human language, again millions of times slower than what machines are capable of. Of course, our language ability has been very important -- other animal species don't have species-wide knowledge bases at all, let alone exponentially expanding ones, and the ability to share them.

...

A key insight here is that the nonbiological portion of our intelligence will expand exponentially whereas our biological thinking is effectively fixed. When we get the mid 2040s, according to my models the nonbiological portion of our civilization's thinking ability will be billions of times greater than the biological portion. Now that represents a profound change.

Some interesting thoughts on the nature of intelligence and its relation to power, some facile thoughts on the history (and prehistory) of technological change, and some fairly frightening thoughts about the chance that spambots will ultimately colonize our brains.

That's why I don't enable comments in my brain, either.

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First we sequence the orangs and macaques, then gorillas

Fri, 2005-09-02 11:46 -- John Hawks

Perhaps after the announcement of the draft chimpanzee genome, you're feeling the need for another DNA rush. How long will you have to wait for a gorilla sequence? How about an orangutan? Will anybody give me a sifaka? Sifaka, anyone?

A Nature article by reporter Carina Dennis gives some details about the future schedule of genome sequencing in primates and beyond. Here's the marching order:

  1. Rhesus macaque: public draft already available, revised version "expected by the end of the year"
  2. Orangutan: sequencing already underway, draft expected "early next year"
  3. Gorilla: sequencing begins in "October this year", draft assembly expected in "a couple of years"

After that, there are more ideas of what to do. They start to run together like an insane bioprospecting auctioneer:

While some researchers are working on the the youngest shoots of the primate family tree, others are delving at the roots, to understand what the earliest primate genomes were like. To this end molecular palaeontologists are keen to sequence representatives from each of the major primate lineages. The sequencing of the marmoset, a New World monkey, has just begun. "I would also like the lemur sequence," says Asao Fujiyama of the National Institute of Informatics in Tokyo, Japan, who was part of the team that sequenced the first chimpanzee chromosome last year.

I have to say, if your goal is to reconstruct phylogeny, these sequences aren't going to help much more than what we already have. On the other hand, if you want to reconstruct the evolution of these other lineages, you're going to need a whole lot more -- not just one lemur but many, not just marmosets, but other New World monkeys as well.

But the thing is, within the next five to ten years, these kinds of projects become more feasible with off-the-shelf technology. Not entirely so -- the commercialization will use shortcuts like gene chips tuned for human-specific sequences. But substantially, so that the completion of a draft genome assembly for a primate may become feasible for a single research lab on NSF-level money.

Personally, I think it's going to generate more data than anybody will have time to analyze. But people interested in evolution in primates -- from sexual dimorphism and mating systems to social hierarchies and affiliation --- are going to have to know a lot more about genomics, or are going to have to enlist population geneticists in a lot of that work.

And then Zoboomafoo can be a genome model just like Craig Venter.

References:

Dennis C. 2005. Chimp genome: branching out. Nature 437:17-19. Full text (subscription required)

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Venter's quest

Fri, 2005-09-02 09:43 -- John Hawks

On the subject of Craig Venter, I ran across this old interview from Bio-IT World magazine. It's pretty useful for a short first-hand account of his side of the genome sequencing controversies.

Here's an excerpt:

Q: You divulged earlier this year that your DNA was one of the samples used in Celera's genome assembly. Why did you reveal that? It seemed to upset a few people ...

A: It does seem to have done that. But it was actually a very complicated decision. The number one thing I hear in conversation ... is that people are afraid that their genetic code will be used against them. To me, there are two types of leadership. In Vietnam (Venter served as a Navy corpsman during the Tet offensive in 1968), there were the leaders that pushed the small guy out in front to be the point man to step on the booby traps and get shot first. And there are the leaders who actually led and got people to follow them. I've never been one to push people out in front of me to get shot first.

I was a donor out of just absolute scientific curiosity. My view is, how can anybody possibly work in this field and not want to know their genetic code? Something's wrong with them! I mean what the hell are they doing? It's the ultimate dishonesty. They're advocating other people should do this. 'We're going to interpret your life but boy, stay away from mine?' I'm not shy about that. I wanted to know my own genetic code to understand my own life. I'm writing a book about that.

Q: Did you identify genes that showed you're predisposed to certain diseases? Did you go that far?

A: Yes. In fact, some of the people at Celera have shown slides at public meetings. They were showing some of my disease genes.

A bit of counterpoint to all the people who wouldn't pay the price of a CD for their genomes. This man developed a whole science to do it.

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Brains and their changes

Thu, 2005-09-01 20:59 -- John Hawks

In Nature's "Progress" section (9/1/05): a paper by Robert Sean Hill and Christopher A. Walsh titled, "Molecular insights into human brain evolution."

Here's the abstract:

Rapidly advancing knowledge of genome structure and sequence enables new means for the analysis of specific DNA changes associated with the differences between the human brain and that of other mammals. Recent studies implicate evolutionary changes in messenger RNA and protein expression levels, as well as DNA changes that alter amino acid sequences. We can anticipate having a systematic catalogue of DNA changes in the lineage leading to humans, but an ongoing challenge will be relating these changes to the anatomical and functional differences between our brain and that of our ancient and more recent ancestors.

That would be my part, the "ongoing challenge".

The review hits the high points of comparative neuroscience, and is basically a catalog of facts. Here's one I didn't remember:

AHI1, which is essential for axon pathfinding from the cortex to the spinal cord (and hence for normal coordination and gait), is another gene that causes a neurological disease when mutated, but for which subtler changes between primate species suggest positive evolutionary selection in the lineage leading to humans. Patients with AHI1 mutations not only show mental retardation, but can also show symptoms characteristic of autism, such as antisocial behaviour. This raises the intriguing possibility that evolutionary differences in AHI1 may relate not only to human patterns of gait, but potentially species-specific social behaviour.

Overall, a concise review and worth assigning in classes.

References:

Hill RS, Walsh CA. 2005. Molecular insights into human brain evolution. Nature 437:64-67. Full text (subscription required)

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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.

Grotte des Fées de Châtelperron

Wed, 2005-08-31 23:20 -- John Hawks

Gravina et al. (2005) report on the radiocarbon stratigraphy of this cave, which is the original type site of the Chatelperronian industry. I think the paper is a very fine example of most archaeological papers I have read. The thing is, like many other papers, I'm not sure it provides enough information for me to understand the conclusion.

The most relevant finding is this:

Hitherto, direct archaeological evidence for [the temporal overlap of Chatelperronian and Aurignacian industries] has proved controversial, with the suggestion that supposedly direct 'interstratifications' of Chatelperronian and Aurignacian levels at three separate sites in western France and northern Spain (Roc de Combe and Le Piage in southwest France, and El Pendo in northwest Spain) might in fact reflect serious confusions or misinterpretations of the stratigraphy at these sites. The results reported here seem to provide clear evidence for a direct interstratification of distinctively Chatelperronian and Aurignacian occupations at the type-site of Châtelperron itself, closely dated by a sequence of 13 high-resolution radiocarbon accelerator mass spectrometry (AMS) measurements by the Oxford Radiocarbon Laboratory (Gravina et al. 2005:1).

The stratigraphy by itself would seem to be adequate for the conclusion: there are 10 typologically Aurignacian artifacts with provenience from the Chatelperronian levels, two perforated animal teeth consistent with Aurignacian typology, and nineteenth-century excavations recovered three unprovenienced Aurignacian blades and one split-based bone or antler point. The interpretation of "interleaving" comes from the observation that the majority of the provenienced Aurignacian artifacts came from one level (B4) of the Chatelperronian, both above and below other Chatelperronian levels (B1-B5). If these typologically Aurignacian artifacts were made by modern humans, then they demonstrate the temporal overlap of Neandertals and modern humans at the site.

Compared to this--a careful historical review--the dates are a bit of an anticlimax: 40,000 radiocarbon years for the bottom of the sequence, 34,500 to 36,000 for the top, and between 39,000 and 36,000 for level B4 with many of the Aurignacian-type artifacts.

The authors attempt a comparison between these radiocarbon dates and the Cariaco Basin deep sea core, which leads them to an interesting argument:

What is clear from the Cariaco basin data is that the overall time range of the human occupation is likely to be much shorter than the range of the radiocarbon dates, with the occupation of B5 centred on 42,000-43,000 yr BP, B4 on ~41,000-42,000 yr BP and that of B1-B3 on ~40,000-41,000 yr BP (ages estimated from the GISP2 ice core). Interestingly, the occupation in phases B5 and B1-B3 seems to be correlated with brief warmer spells visible in the delta 18O record. The two samples from B4 are somewhat different in age and correlate with the end of one warmer period and the start of the next, separated by an intervening colder phase. This coincides with the brief episode of Aurignacian occupation in level B4. A displacement of Aurignacian populations from central Europe to France in response to sharply colder conditions at this time (especially perhaps the onset of severe winters) would hardly be surprising in ecological and demographic terms, as winter temperatures in the more oceanic areas of western Europe are likely to have been significantly milder than those further to the east... (ibid., 5).

Interesting to me is the possibility that all this stuff actually unfolded over around 2000-3000 years of real (non-radiocarbon) time. This seems more intuitive than the persistence of distinct, static cultures across 6000 years or more, while intermittently in contact with different groups.

Reading between the lines of my description, you may sense a bit of hesitancy toward the conclusions. I'm not an archaeologist, and many of the concerns of trained archaeologists are lost on me. I wouldn't know an Aurignacian blade from a Chatelperron backed point.

But perhaps unlike many non-archaeologists, I have looked to see if I can tell the difference. I happen to have the edited volume Context of a Late Neandertal: Implications of Multidisciplinary Research for the Transition to Upper Paleolithic Adaptations at Saint-Césaire, Charente-Maritime, France on my shelf. Here are five of the Aurignacian blades from Chatelperron (Gravina et al. 2005:3):

Aurignacian edge-retouched blades from Chatelperron

Here are some of the Chatelperron backed points from Saint-Césaire, approximately to the same scale (Leveque 2003):

Chatelperron backed points from Saint-Césaire (Leveque 1993)

There is of course an obvious difference: the Aurignacian blades are retouched on both sides; the Chatelperron points are "backed", or retouched only on one side. But despite their names, the "points" are not necessarily pointier; the tools would appear to be close functional analogues.

Now here's my question: if you have a sample of 65 Chatelperron points from a site (unlike the upper Chatelperronian level of Saint-Césaire where there are only 8), how likely is it that you might find a few that look like Aurignacian blades?

The answer to that might be "very unlikely". Indeed, the fact that some of the Chatelperron "Aurignacian" artifacts are made on materials brought from far away might give an additional reason to think that they stand apart from the average Chatelperron point. And the split-based point is a likely marker of at least strong Aurignacian influence (although it is unprovenienced).

But I would be more convinced by a statistical answer to that question than a typological one. Out of those 65 backed points, how many of them have some retouch on the backed side? Any extensive? There are 750 artifacts in the Chatelperronian levels. Where did they come from? How many of them come from level H4? From the description here, it appears that the Aurignacian-type artifacts come directly from Chatelperronian layers -- that is to say, they are not "interleaved", they found with Chatelperronian-type artifacts. Is that accurate? If not, why not?

These are questions that I could ultimately answer myself through the magic of interlibrary loan, but that would take weeks. They ought to be in this paper. There is no possibility of understanding the importance of 10 atypical artifacts without some assessment of the range of variation of the "typical" ones. All this paper gives is an assertion that they are in fact Aurignacian. That they may be, but how do we know it?

Other related questions I wouldn't expect the paper to answer, but I would expect somebody else to look at soon. Are there artifacts at other Chatelperronian sites that fit these criteria? What would a finite mixture of two industries look like -- especially in the case where there is a lot of one industry and only a few artifacts of another? After all, the Aurignacian and Chatelperronian differ in a few fossiles directeurs, but for the most part they share a lot of tool types at different frequencies. Would that mix of frequencies be statistically identifiable, or would it be indistinguishable from different facies of the same industry?

Probably I'm thinking too much like a biologist. And to be honest, finite mixture analysis may be a bit much to expect from anybody.

So, the paper may be entirely correct for all I know. I'm just asking naive questions, beyond my expertise. But when two pictures look like the ones above, and they are supposed to be typologically identifiable products of "modern humans" on the one hand, and "Neandertals" on the other -- well, it seems to me there needs to be a bit more than an edge of retouch behind that conclusion.

Mellars on Neandertal-modern coexistence

Wed, 2005-08-31 20:37 -- John Hawks

Reuters is reporting on a study by Paul Mellars [UPDATE (8/31/05): Brad Gravina] and others concerning Neandertal-modern archaeological coexistence. Apparently, they have documented the interleaving of an Aurignacian level between two levels "attributed to Neanderthals".

The report says that the study is in this week's Nature. It isn't. So, I'll post again when I can find the paper.

It's not exactly clear to me what is new here. This is what Richard Klein wrote in 2003 (summary) about the archaeological interleaving of "Neandertal" and "modern" archaeological remains:

Evidence for cultural contact is also sparse, except for one well-documented case from central France. Here, a site occupied by Neanderthals shortly before their disappearance has provided an undeniable mix of Middle and Upper Paleolithic artifact types, including well-made bone tools and jewelry. It also contains the only indisputable house ruin from a Neanderthal site.

The current work refers to a different site, but the results are certainly not a surprise. Another case of Neandertal non-news news.

And Reuters adds insult to injury by posting the story with a picture of a Chinese woman looking at a reconstruction of Peking Man!

Now, if they actually found a modern human fossil in association with their "modern human" "Aurignacian" tools, that would be news!

UPDATE: A reader has kindly sent me the complete paper, discussed in a later post. Apologies to study author Brad Gravina, since my initial post followed Reuters in giving primary credit for the Chatelperron research to Paul Mellars; Mellars is a coauthor of the study.

References:

Klein RG. 2003. Whither the Neanderthals? Science 299:1525-1527. Summary

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!

Do you feel your nucleus accumbens, punk? Well, do ya?

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

According to Nature News, Brian Knutson and Camelia Kuhnen of Stanford have discovered that the interaction between two brain regions is involved in determining whether people take risks:

As centres for pleasure and anxiety battle it out, a simple brain scan of the two can actually predict what a person will chose to do a few seconds before they do it: when joy beats worry in our brain, a risky decision is made.

Studies of how the mind handles risky behaviour have highlighted a number of neural hotspots. One is a peanut-sized region of the brain called the nucleus accumbens, which is loaded with the molecule dopamine and becomes active in anticipation of pleasure. The nucleus accumbens is known to play a role in the addictive affect of drugs.

Another region, known as the anterior insula, is stimulated in anticipation of a bad sensation. This area lights up in those predicting the onset of physical pain, and in generally anxious individuals.

This doesn't complete the causal chain behind such decision-making. Indeed, the relative activity of these two regions may be better understood as a correlate of decision-making. Whether these dualing motivations are resolved in one way or another depends on other, earlier links in the chain.

It would be interesting to know if normally anxious people had a different threshold for action than normally risk-taking people, or whether instead, one or the other of the brain areas were simply more active in one than in the other.

The question for this week: what will my anterior insula let me get away with writing about...

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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.