john hawks weblog

paleoanthropology, genetics and evolution

metascience

  • Map of scientific paradigms

    Wed, 2007-03-21 10:25 -- John Hawks

    This is addictive:

    This map was constructed by sorting roughly 800,000 published papers into 776 different scientific paradigms (shown as pale circular nodes) based on how often the papers were cited together by authors of other papers. Links (curved black lines) were made between the paradigms that shared papers, then treated as rubber bands, holding similar paradigms nearer one another when a physical simulation forced every paradigm to repel every other; thus the layout derives directly from the data. Larger paradigms have more papers; node proximity and darker links indicate how many papers are shared between two paradigms. Flowing labels list common words unique to each paradigm, large labels general areas of scientific inquiry.

    It takes some doing to find all the paleoanthropology-related "paradigms" on the map -- they literally are sprinkled from one end ("Social Science") to the other ("Earth Science"). It's very pretty, but the "flowing" keywords for each "paradigm" are sort of hard to read -- half of them being upside-down and all.

    Just try to find "Australopithecus." I dare you!

  • Scientific publication changing with the times

    Thu, 2007-03-15 22:25 -- John Hawks

    Alan Boyle covers a talk by Donald Kennedy, editor-in-chief of Science that augurs changes to come in the publication of pop science:

    However, during a Q&A session, Kennedy suggested that the print version of a Science paper might be written in a shorter, "more user-friendly" style - with the full blow-by-blow account appearing in the online version. The online archive would also provide video, complex graphics and other supplemental materials that just can't be put into the on-paper publication, he said.

    Kennedy's main theme was that with the rise of online research distribution and 24/7 news distribution, scientific discoveries aren't likely to fit into an "only-on-Thursdays" package.

    "It's going to create a problem for the people who try to manage science news," Kennedy said. "My guess is that the embargo system will either be abandoned, in which case it'll be a free-for-all ... [or] it's certainly likely that embargoes will be shortened, and the distribution of news to mainstream news media - which used to happen in clumps so that embargoes for an entire clump could be organized - is going to happen in driblets. So there will have to be a more confusing embargo environment."

    The talk was for an audience of people interested in science reporting, and Boyle discusses the issues well from that perspective.

    I have to say that as a scientist I am really divided. Papers in anthropology in Science and Nature in particular have a poor track record over the past several years. A very high proportion of the papers I am prepared to evaluate have big (and often glaringly obvious) flaws. In many instances, I've pointed those out on the weblog, so it's no surprise.

    But it is compounded by one of the trends that I really hate is the trend toward hiding details of the paper in online supplements of one kind or another. Papers with hidden details are impossible to evaluate quickly, and the more difficult they are to judge, the fewer independent people will try to evaluate them. Fewer eyes means a smaller chance of catching errors. That may be good for some authors, and good for the journal, but it's bad for science.

    On the other hand, if the paper version of Science had breezier articles that were more accessible to nonspecialists, I would be much more likely to subscribe. Presently, I only read the journal online through my university subscription. Although I am interested in solid state physics breakthroughs, I'm not equipped to follow a research paper in that field or in many others. The occasional news article or "perspective" by some other scientist is just not enough value added.

    I've always loved Scientific American because it specializes in articles written by professionals for a more general audience. But I certainly can't see the percentage for Science or Nature to follow that model -- I can only imagine trying to find enough new research from good writers to fill a weekly magazine.

    The model that Kennedy talks about, with the online version of a paper as the "archival" version does have the merit of possibly eliminating the "supplementary information" problem. Just have the online paper be longer. Maybe a system where papers accepted in Science are understood to be two parallel developments -- a "real" research paper and a "lite" version -- would work. But I'd bet they'd have to assign "real" writers to many of the papers to get them up to readability!

    I think the biggest difference they could make would be to open up the review process. The linked article does talk about this concept some. As an associate editor of PLoS One, I have some experience with the more open discussion system, and I think it's vastly preferable. With something as high-profile as Science, you would probably want a moderator for continued online discussions of the new research, but it creates the opportunity for a real marketplace of ideas. I like the open marketplace model; it lets the good ideas come to the surface.

    The article expresses some worries that people won't be able to deal with the "messy process" of science. Personally, I think it's dishonest to pretend science is anything else. And it's not like closing the reviews and hiding information makes things look neater. Frequently, the product is a flawed research article that is exposed on somebody's blog within a day of publication. That doesn't make anybody look good.

    Except, maybe, the blogger!

  • AMNH Human Origins exhibit opening

    Fri, 2007-02-09 13:00 -- John Hawks

    Another museum-related AP story details the new "Hall of Human Origins" at the American Museum of Natural History:

    "I think this is the first major exhibition in the world where the fossil evidence and the genomic science are brought together to tell a mutually reinforcing story," museum President Ellen Futter said at a media preview on Tuesday. "Bringing the two stories together is extraordinarily powerful."

    The hall, covering more than 9,000 square feet, succeeds the Hall of Human Biology and Evolution and was a couple of years in the planning and installation. It features the casts of more than 200 fossils and artifacts as well as DNA evidence, a host of technology and interactive features and of course the dioramas for which the museum is well known.

    I think the whole exhibit sounds really exciting. I like the genomics aspect, although I wonder how it is really described (not so easy to do for a walk-by exhibit). John Noble Wilford's review calls this part "not as visually compelling." I guess it's just harder -- museums are really good at the dinosaur skeletons, but DNA is not obviously visual, it takes some interpretation to make it more apparent.

    Bear left in the hall, and there is the sign "DNA Tells Us About Human Origins." Below are three tubes containing particles of DNA in a milky white solution. The samples are not particularly impressive, until you think that this is the stuff of encoded information shaping an entire organism and the material that has transformed the study of genetics, or genomics, and revealed the place of humans in the rest of life.

    Oh, those Spitzers:

    The Hall of Human Origins occupies the galleries of its predecessor, the Hall of Human Biology and Evolution, which had its opening 12 years ago, before many of the advances in genomics and a number of major fossil discoveries. That exhibition closed in September 2005 to make way for its more up-to-date replacement, supported by a gift from the Spitzers, the parents of Gov. Eliot Spitzer of New York.

    If somebody goes to see it, please let me know how it is! I'll be happy to pass it on.

  • Theme of the year: be a gap junction

    Tue, 2007-01-02 11:14 -- John Hawks

    I think it's a good idea to set out with a purpose for the new year. If there is one thing that describes the important work underway, it is bridging the gap between the natural history of humans and our molecular makeup.

    Except, well, "bridging the gap" is way too overused. It's like "building bridges to the 21st century" and the like. Plus, it has this huge structural connotation. It takes a lot of people working together to build a bridge. Everybody knows that.

    That's why it's such a good metaphor: plausible deniability. "Hey, the bridge didn't get built? What are you looking at me for? I'm supposed to build a bridge all by myself? Get outta here!"

    So I'm picking "be a gap junction". Let's look at what they are:

    A gap junction is a junction between certain animal cell-types that allows different molecules and ions to pass freely between cells. The junction connects the cytoplasm of cells.

    It makes a certain kind of connection between two things, allowing things to flow between them -- like a bridge. But it's tiny and operates rapidly, on a molecular scale. It's an individual, although it may work collectively with others.

    For me, the gap junction is a perfect embodiment of this year's theme -- making connections between human molecular evolution and human natural history.

    The evolution of our molecules has been coming rapidly into focus. Much more information about the broad scale of human molecular evolution will be coming online this year. There aren't so many people who can take this information and find the aspects of human natural history that it can address. The important changes in human evolution -- beyond the brain to other aspects of our biology, such as life history, diet, and social strategies -- are just as much a black box to many molecular biologists as genomics has become to many traditional anthropologists. There is something interesting there, no doubt, but what is it?

    That's my field. That's what I'm working on. It's really exciting.

    I bring this up not only because of the New Year, but also because of this article by Carl Zimmer in the current PLoS Computational Biology. It may not be a journal you typically read, but it's open access and worth a look.

    Zimmer sets out to describe the dichotomy between natural historians -- paleontologists, field biologists, ecologists, and the like -- and molecular biologists. He gives a quick account of the hippo-whale problem, but it is in no sense exceptional -- anthropology has it's own examples of phylogenetic discord between molecular and paleontological specialists, such as Ramapithecus. The point is that there are increasingly two kinds of data -- molecular and natural historical -- and nobody is a specialist in both:

    This experience made a strong impression on me. I was struck by the divide between these two kinds of biologists. Each group had a profound confidence in their own sources of information, and an abiding skepticism about the other's. As I learned more about the history of modern biology, I realized that this rift did not begin in the 1990s. It was already present in the 1950s, as molecular biologists began championing their new science over more traditional ways of understanding life.

    Harvard University's biology department was a microcosm of this conflict. James Watson, fresh from discovering the structure of DNA, breezed into the department in 1956 with revolution on his mind. “It was time to sweep beyond mere description of animals and plants and move into a new biology based on chemistry and physics,” as Watson's biographer, Victor McElheny, writes [4].

    Needless to say, the Harvard naturalists were not happy. Edward O. Wilson, entomologist, ecologist, and sociobiologist, pushed back hard. “Watson, having risen to historic fame at an early age, became the Caligula of biology,” he writes in his autobiography, Naturalist. “It was foolish, we argued, to ignore principles and methodologies distinctive to the organism, population, and ecosystem, while waiting for a still formless and unproved molecular future” [5]. The struggle only ended when Harvard's biologists agreed to split their department in two.

    The Watson-Wilson dichotomy is an emblematic example, in that the real problem is as more due to personality and temperament than to the inherent difficulty of the subject. How many molecular biologists are requiring their students to learn about the fossil record? How many natural historians have been requiring molecular biology and genetics of their students? The answer is not zero -- indeed, far from it. But one or two courses in genetics generally give a good grounding in the molecular biology of ten years prior. The fossil record doesn't change so quickly, but a full theoretical grounding in the means of analyzing fossil samples takes a long time. It is very easy to pick and choose hypotheses and worry about the niggling doubts later.

    As Zimmer points out, this problem of training leads to absurd extremes. Imagine a paper summarizing the evolution of a mammalian family -- one richly represented in the fossil record -- that doesn't include a single fossil.

    One example of this new ambition was a paper published earlier this year on the evolution of cats [6]. The scientists offered a sweeping scenario for cat evolution, complete with migrations of cats out of Asia into the New World and back, along with the emergence of the major groups of felids, ranging from ocelots to bobcats to lions. The scientists based their scenario entirely on an analysis of cat DNA. They did not consider a single fossil of a cat, nor did they have a paleontologist expert on cats as a coauthor. Cat fossil experts inform me that fossils of true cats as old as 17 million years have been discovered in North America. The geneticists put the arrival of cats in North America at only 8 million years ago. Whether or not the DNA results are correct, it is striking that the report does not even mention the existence of fossils that do not fit the pattern.

    Zimmer has written much about natural history, and has great sympathy for the paleontologists he has worked with. So the article's theme is the value of natural history knowledge as applied to molecular information (he refers to this as "computational biology", but that gives the lab guys short shrift). As an example, he describes the evolution of early vertebrates: Molecular information shows evidence for genome duplication between present-day jawed vertebrates and the agnathans. As Zimmer points out, this led the hypothesis of a sudden burst of evolution leading to the features of jawed vertebrates, but paleontology shows that the jawed vertebrates emerged gradually in the fossil record over a long time, with different features emerging at different times. In this instance, a "striking" hypothesis from considering molecular features in isolation is easily disproved by looking that the fossil record.

    This is the frontier of human evolution: integrating the data from human genomics with our knowledge of human prehistory. The days when we had to argue about the phylogeny of a single gene are long behind us. Anthropological genomics is about being a "gap junction" -- taking specialist knowledge of human prehistory and applying molecular information to test evolutionary hypotheses.

    And if single genes are behind us, so are single events. "Out of Africa" doesn't explain everything, nor does the origin of Homo, the origin of the hominids, or any other single event. When we were limited to one gene, we were limited to one event, more or less. More than likely, that one event really was about natural selection and the phenotypic expression (or linkage) of the gene. Genomics has opened new doors that let us examine the evolution of phenotypes over hundreds of thousands of years. We can examine the differences between loci in their genealogical patterns, and in some cases we can link those differences to demographic events.

    It's about finding diversity among the evolutionary histories of different genes, and linking that diversity to the diverse causes of our own evolution. This will be the year that a true anthropological genomics begins to emerge.

    References:

    Zimmer C (2006) The Genome: An Outsider's View. PLoS Comput Biol 2(12): e156 DOI: 10.1371/journal.pcbi.0020156

  • Poincaré pusillanimy

    Fri, 2006-12-22 11:39 -- John Hawks

    So Science named the Poincaré conjecture proof as the "breakthrough of the year." I got my year-end Discover a couple of weeks ago, and they said this:

    If, in the year 2100, DISCOVER runs a feature on the top advances in science in the 21st century, the proof of the Poincaré conjecture is still likely to be the number-one sory in mathematics.

    I thought that was really funny, because they made it only number 8 for the year! "Sucks to be a mathematician," I thought!

    The number two breakthrough, according to Science was paleometagenomics (including the Neandertal genome), that managed a short mention in Discover's number 7 ranked story. I'm bringing this up because I predicted it in my 2006 New Year's predictions.

    I'll be reviewing my predictions and making 2007 predictions next week -- right now it looks like I did pretty well on the solid ones, and downright poorly on the speculative ones.

  • Neandertal or Neanderthal?

    Wed, 2006-11-22 10:26 -- John Hawks

    I've had a few queries this week asking why I write "Neandertal" instead of "Neanderthal."

    Probably most readers are familiar with the issue. For the background on the problem, I recommend the FAQ at TalkOrigins:

    The first such fossil was discovered in 1856 in the Neander Thal, or "Neander Valley" in German, and became known as "Neanderthal Man". In 1904, German spelling was regularized to be more consistent with pronunciation, and "thal" became "tal". In 1952 Henri Vallois proposed that it should be spelt as the Germans spell it, and the "-tal" spelling has become widely used since then. The "-thal" spelling persists most strongly in England.

    Anybody who writes much about Neander-types has to confront this issue. Science fiction writer Robert J. Sawyer has a thoughtful discussion where he concludes that "Neanderthal" with a "TH" is the most popular and least likely to confuse.

    There is surely truth to that -- after all, I'm sure I wouldn't have readers writing in asking why I wrote "Neanderthal" with a "TH."

    But I have a couple of reasons why I prefer my "Neandertal" with a "T":

    1. William King was the first to make a taxonomic name for the group we call Neandertals. He named it Homo neanderthalensis -- that's "neanderthalensis" with a "TH". By the almighty rules of taxonomic nomenclature, that's the name our poor heroes are stuck with (instead of Schwalbe's vastly better, but slightly later, Homo primigenius, for instance). So using "Neandertal" with a "T" is an act of taxonomic subversion. Let's call it a pique.
    2. "Neanderthal" with a "TH" has an ordinary English meaning that is well understood by everybody -- it means "stupid," "clumsy" and "brutish" all in one! Since that's not ordinarily what I mean when I'm describing Neandertals, I take advantage of the unfamiliarity of the alternate spelling to get people to think about them in a different way.

    Now, I know that some folks like their hominids Hobbesian, and the "TH" surely fits that bill. Personally, I would say that the "T" works when it startles, but fails when it confuses. I like the aesthetic, but I myself may have to change it for a trade book. I'll be happy when we can stop talking about them as misunderstood and start talking about how we understand them.

    But never forget: all the cool kids write it with a "T".

  • Lucy coming to museum near you?

    Tue, 2006-10-24 14:48 -- John Hawks

    She's going to Houston first, but she's going to as many as 11 US cities along with some of her friends:

    One of the world's most famous fossils -- the 3.2 million-year-old Lucy skeleton unearthed in Ethiopia in 1974 -- is to travel to the United States, going on display abroad for the first time, officials said Tuesday.

    Even the Ethiopian public has seen Lucy only twice -- the Lucy exhibition at the Ethiopian Natural History Museum in the capital, Addis Ababa, is a replica; the real remains are usually locked in a vault. A team from the Museum of Natural Science in Houston spent four years negotiating the U.S. tour, which will start in Houston next September.

    ...

    The six-year tour will also go to Washington, New York, Denver and Chicago. Officials said six other U.S. cities may be on the tour, but would not release the names, saying all the details had not been ironed out.

    Traveling with Lucy will be 190 other fossils, artifacts and relics.

    The exhibit in Houston is scheduled for September 2007, with the artifacts scheduled to return to Ethiopia in 2013.

  • Mummy dearest?

    Sat, 2006-10-21 16:10 -- John Hawks

    The Times Online has a short profile of Chris Stringer, with relation to the ancient Britain project. I just love the way it starts:

    Shortly after marrying an archaeologist, Agatha Christie remarked: "An archaeologist is the best husband any woman can have. The older she gets, the more interested he is in her."

    Professor Chris Stringer considers this as he makes his way through a maze of steel cupboards at the back of the Natural History Museum. His partner, Angela, is approaching her fiftieth birthday, but to interest him professionally she would need to be a good deal older: "Any younger than 10,000 years and I lose interest."

    That is soooo cute!

    (via Palanthsci)

  • Vapor-sci of the week

    Thu, 2006-10-12 15:35 -- John Hawks

    It's been a very busy week, and I find that I haven't updated much while a whirl of stuff is going on. A lot of the new stuff is "vapor-sci" -- news stories based on conference presentations, with no paper to look at. It will probably all come out before too long, but not always as initially advertised (YMMV).

    Here's one:

    The human brain may have evolved beyond that of our primate cousins because our brain cells are better at sticking in place, researchers say.

    A new study comparing the genomes of humans, chimps, monkeys and mice found an unexpectedly high degree of genetic difference in the human DNA regions that influence nerve cell adhesion, compared with the DNA of the other animals.

    Accelerated evolution here allowed human brain cell connections to form with greater complexity, enabling us to grow bigger brains, the researchers suggest.

    And here's another:

    From the enriched dataset, the researchers calculated that humans and Neanderthals diverged approximately 400,000 years ago. And the new data promise to reveal more about the genetic basis of differences between humans and Neanderthals - differences that presumably resulted in the success of modern humans as a species - the researchers say.

    "This is a hint of exciting things to come as more Neanderthal sequence is produced," says David Haussler at the University of California, Santa Cruz, US.

    The researchers say the findings strengthen the argument that Neanderthals did not contribute substantially to the modern human genome. "Were there Neanderthals in our lineage? All of the genetics seems to be going in the direction that there weren't," says Richard Potts, head of the Smithsonian Institution's Human Origins Program in Washington DC, US.

    I think you might file this in the category of "famous last words." As long as we're talking about vapor-sci, you see, I have a little of my own...

  • Cargo cult science

    Sun, 2006-09-24 16:30 -- John Hawks

    I ran across an online version of Richard Feynman's essay, "Cargo Cult Science", and thought I'd share it. It's an engaging example of Feynman's great wit and clear advocacy of science:

    We have learned a lot from experience about how to handle some of the ways we fool ourselves. One example: Millikan measured the charge on an electron by an experiment with falling oil drops, and got an answer which we now know not to be quite right. It's a little bit off because he had the incorrect value for the viscosity of air. It's interesting to look at the history of measurements of the charge of an electron, after Millikan. If you plot them as a function of time, you find that one is a little bit bigger than Millikan's, and the next one's a little bit bigger than that, and the next one's a little bit bigger than that, until finally they settle down to a number which is higher.

    Why didn't they discover the new number was higher right away? It's a thing that scientists are ashamed of--this history--because it's apparent that people did things like this: When they got a number that was too high above Millikan's, they thought something must be wrong--and they would look for and find a reason why something might be wrong. When they got a number close to Millikan's value they didn't look so hard. And so they eliminated the numbers that were too far off, and did other things like that. We've learned those tricks nowadays, and now we don't have that kind of a disease.

    But this long history of learning how to not fool ourselves--of having utter scientific integrity--is, I'm sorry to say, something that we haven't specifically included in any particular course that I know of. We just hope you've caught on by osmosis.

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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.