john hawks weblog

paleoanthropology, genetics and evolution

testing

  • The DNA portrait artist

    Fri, 2013-05-31 13:44 -- John Hawks

    Twitter gets results! A group of geneticists (honestly, including me) were kvetching on Twitter about this NPR story: "Litterbugs Beware: Turning Found DNA Into Portraits". The story profiles an artist, Heather Dewey-Hagborg, whose chosen project blends the idea of genetics with identity:

    Yet it might seem Dewey-Hagborg would be more comfortable in a studio than a laboratory. She's an artist; a doctoral student in Information Art at Rensselaer Polytechnic Institute in Troy, N.Y. For her most recent project, though, much of the creative process takes place in front of a centrifuge, wearing latex gloves, deep in the map of the human genome.

    In short, Dewey-Hagborg extracts DNA from these samples of trash and turns that information from code into life-sized 3-D facial portraits resembling the person who left the sample behind. She can code for eye color, eye and nose width, skin tone, hair color and more.

    Now, for those of us who are actually working in human genetics, the premise of this story is obviously science fiction. There is no way to create accurate "life-sized 3-D facial portraits" of people based on their DNA. There is some information about skin, hair and eye pigmentation, but even that is not sufficient to generate a portrait of these traits for an individual with forensic accuracy.

    Forbes reporter Matthew Herper caught wind of the Twitter convo and began investigating the story. He interviewed Dewey-Hagborg by e-mail and got her response to the criticism that her portraits are not rooted in scientific accuracy. I think her responses stand for themselves: "Artist Creates Portraits From People's DNA. Scientists Say 'That's Impossible'". It's a conceptual art project, as she writes, "The point of the work is to create a provocation".

    Well, it is provocative. My concern is that it plays on people's fears of genetics in ways that reinforce widespread misconceptions about the power and process of science.

    Herper concludes:

    But though our genetic privacy may not be safe, our faces probably are. Dewey-Hagborg’s portraits may rarely resemble the people whose DNA she’s using to generate them. The whole thing — most disturbingly the fact that she’s been contacted by law enforcement officials — shows how ill-prepared we are for dealing not only with what biotech may do in the future, but for what biotech can do now. She needs to work at making her message clearer.

    It would be more illustrative to use a series of photographs of people who have the same genotypes as the person who left a cigarette butt, to show the range of different facial shapes and features instead of pretending we can focus on a single one. After all, we already know the effects of stereotyping upon witness reports from crime scenes. Adding a new category of genetic stereotyping based on a very limited degree of gene-phenotype associations can only push things further into the realm of misinformation.

  • The problem of Lance retraction

    Mon, 2013-03-18 14:46 -- John Hawks

    Retraction Watch comments on a provocative case: Should a scientific paper that measured Lance Armstrong's exercise physiology during his Tour de France days now be retracted in light of revelations about his use of performance-enhancing substances? "Lance Armstrong in the scientific literature: A 'reconsideration'". The comment is prompted by an editorial in the Journal of Applied Physiology, which published the initial research [1].

    Should Coyle’s paper therefore be retracted? We do not think so; the data are the data, free of author-related ethical concerns. His editorial seems to be the best solution, especially because there can be no definitive answer. How much of the subject’s performance was attributable to his genetics and training, compared to how much was contributed by possible doping, may never be known, but that does not constitute grounds for retraction.

    Interesting just how often the paper has been cited in the years since its 2005 publication, although I'm not familiar enough with the physiology literature to judge.


    References

  • "I am so happy that my genome didn’t come back all normal"

    Mon, 2013-03-11 13:06 -- John Hawks

    Ed Yong has followed the touching story of the Grossman family, whose daughter Lilly has suffered throughout her life from a serious and unknown disorder: "“We Gained Hope.” The Story of Lilly Grossman’s Genome". Recent developments in whole-genome sequencing have allowed geneticists to find the underlying genetic causes for her problems, which has led to the first hope of treatment for her.

    “Every birthday was a hard one—missed milestones and another reminder that we still didn’t know what’s wrong with her,” says Gay. When would the sand eventually run out? This year? The next one? “When you don’t know what you’re dealing with, and you’re up all night with your kid crying and shaking like crazy, you think: Does anyone even remember this is going on? Nobody knew what to do with us.”

    Lilly's story will not be typical, but Yong's account gives great insight into both the promise and lack of clear outcomes that will often result from genetic testing. When your particular problem is nearly unique, it will help a lot just to know what the causes are. But that doesn't mean an effective treatment will be available, and developing effective treatments for very small patient populations will remain financially difficult.

    The story is beautifully written and I recommend it for students.

  • "Ancestry is complicated and very messy"

    Tue, 2013-02-26 12:33 -- John Hawks

    Mark Thomas has a Guardian piece reacting to some recent genetics promotion in the UK: "To claim someone has 'Viking ancestors' is no better than astrology". It is a good article to share with students because it clarifies some of the possibilities of genetic genealogy from the hype.

    My colleague Prof David Balding and I wrote to the BBC and to the two main scientists at BritainsDNA – both of whom we knew – expressing our concerns about the claims being made. Our expressions of concern over accuracy were met with threats of legal action for defamation by Mr Moffat's solicitors.

    Perhaps it is harmless fun to speculate beyond the facts, armed with exciting new DNA technologies? Not really. It costs unwitting customers of the genetic ancestry industry a substantial amount of hard-earned cash, and it disillusions them about science and scientists when they learn the truth, which is almost always disappointing relative to the story they were told.

    My advice is consistently: Don't spend money you need for something else, and don't assume that the "interpretation" of your genetics will last more than two months.

  • Privacy of genetic research participants

    Thu, 2013-02-07 00:01 -- John Hawks

    Misha Angrist, writing in Nature News comments ("Genetic privacy needs a more nuanced approach") on the recent study that demonstrated the possibility of finding the true identities of research participants who provided anonymized DNA samples [1]. Adding some context to the study, Angrist discusses the current federal privacy regime, and the way that genetic research relies upon the anonymizing techniques now shown to be insecure:

    Although genetic data are considered protected health information under the HIPAA, many of the protections disappear when the information is ‘de-identified’ — that is, the 18 identifiers specified in the act (including names, addresses, birthdates and the like) are removed. And because genetic information is not one of those 18 identifiers, it does not need to be removed from health records to follow the letter of HIPAA privacy. If researchers do not know who you are, and cannot easily find out, then their obligations to you diminish by orders of magnitude. Furthermore, their protocols are less likely to need full review by an institutional review board; their grant applications become less onerous; and their technology costs go down.

    ...What if the absence of the 18 identifiers isn’t enough to protect someone’s identity?

    If genotyping becomes sufficiently cheap, and personal information sufficiently interlinked within corporate or government databases, then personal identification of genetic samples will be ubiquitous. The constraint on ubiquitous identification is not the cost of genotyping, which is already cheap enough for anyone motivated to identify a sample. The remaining constraint is the interlinking of databases.


    References

  • "No more complicated than setting up an Orange Julius franchise"

    Mon, 2013-01-07 22:44 -- John Hawks

    That quote is from Misha Angrist, about the coming genetic interpretation industry. It's part of an essay by Virginia Hughes, in Slate: "It’s Time To Stop Obsessing About the Dangers of Genetic Information". The essay will be worth discussion in courses that focus on human genetics. It ties together several claims: (1) widespread whole-genome testing is inevitable and nearly at hand, (2) social science research shows that people don't have increased anxiety or other negative reactions when they learn about health risks from genetics, and (3) medical professionals are not prepared for this near-future.

    I don't endorse all the conclusions but Hughes expresses many aspects of the story clearly. For example, this passage on "informed consent" as applied to whole genomes:

    The first problem boils down to the concept of “informed consent,” which usually means page after page of consent forms outlining the rights of a patient or research volunteer. (Whenever I talk to researchers about informed consent, they invariably compare it to the iTunes user agreement, where everybody checks the little box without reading the text.) Genome sequencing is so new that informed consent doesn’t always happen, resulting in doctors ordering tests without asking people ahead of time about what to do with the results.

    Asking people what they want to know is tricky because you don’t know what will be relevant before you look at the data, notes Amy McGuire, director of the Center for Medical Ethics and Health Policy at Baylor College of Medicine. “It’s impossible at the front end to go through every possible piece of information they’d get back and ask them how they’d feel about that.”

    Again, I've discussed these issues with many geneticists and I am continually surprised at how far behind most of them are in understanding what people are already learning about their own genetics.

  • Geno2 users showing unexpected Denisovan ancestry

    Sun, 2013-01-06 23:08 -- John Hawks

    I have been excited to hear in the last few days from several readers who have gotten results from the new Genographic Geno2 genotyping chip. One aspect of the result reporting is a person's estimated proportion of Neandertal ancestry, which is a simple percentage. This is like the report from 23andMe, and should be a pretty straightforward estimate given a model of Neandertal-human genetic similarity from complete genomes.

    Another aspect of the Genographic results is an estimated proportion of Denisovan ancestry. This might seem a bit surprising, as for most participants in the project who lack Polynesian or Melanesian ancestry this proportion should be extremely low. I've written about Denisovan DNA similarity with living peoples a few times ("Denisovan DNA in the islands, and an Australian genome", "How widespread is Denisovan ancestry today?"). Based on the science published to date, I would have expected the Geno2 calculations just to confirm the very low ancestry estimation found in last year's research based on genotyping Asian and Australasian populations.

    So I have been extraordinarily surprised to see that people are getting Geno2 results with up to 6% Denisovan ancestry!

    What gives? None of my correspondents so far has anything other than European self-reported ancestry, making it seem very unlikely that have substantial Denisovan ancestry.

    The first time I heard from a reader with this result, my immediate reaction was that there must be some problem with the algorithm. This one in particular wouldn't be to hard to get wrong considering the rarity of whole genome evidence from populations known to have substantial Denisovan ancestry. Or possibly, some problem with an individual's genotype chip data might trigger the algorithm to look more Denisovan. For many loci that vary among humans, Denisovans are very unlikely to have the derived human variant; so an individual with an unusual proportion of ancestral homozygote loci might look Denisovan in a human-Denisovan comparison.

    However, this is all speculation without knowing the details of the Genographic analysis. And as I hear from more people with varied results, I am having trouble thinking of how data errors could be patterned. It's a tough one to think about because of the unique aspects of the Geno2 chip, and until I've gotten a feel for results from that platform compared to other datasets I probably won't have a solid idea.

    I should point out that if there is a problem with the algorithm underlying ancestry prediction from Denisova, it almost certainly affects the Neandertal ancestry estimate also. The estimation from both these ancient genomes involves the same procedure, although with Denisovan DNA it requires subtracting out the DNA similarity with Neandertals first.

    So I would be interested in hearing from anyone who is surprised to find that they have Denisovan ancestry. My preliminary assumption it that the result is spurious but I'll try to figure out if there is a possibility of some Denisovan fraction beyond what has been shown in published work.

    Synopsis: 
    Trying to diagnose the odd results from a new genotyping project
  • A problem with communicating human genetic history

    Thu, 2013-01-03 19:02 -- John Hawks

    Vincent Plagnol in Genomes Unzipped last month wrote about a bad example of public communication of population genetics and DNA ancestry testing: "Exaggerations and errors in the promotion of genetic ancestry testing".

    One thing we have done in Genomes Unzipped is to report on what is on the market for consumers interested in getting information about their genetic data. While we have found generally positive things to say about this market, there are also many exaggerated claims especially when it comes to making inferences about an individual’s ancestors from direct-to-consumer genetics companies. An example came up last summer with a BBC radio 4 interview of Alistair Moffat of Britain’s DNA. This post will discuss the scientific basis of some of the claims made in the interview.

    Now, Genomes Unzipped has published a response from Jim Wilson, chief scientist of BritainsDNA: "Response to 'Exaggerations and errors in the promotion of genetic ancestry testing'".

    The two posts are a useful example of the problems communicating human population history and human variation. We know that 10-year-old descriptions of human mtDNA phylogeography are wrong. But those descriptions are still out there, with people assuming they are close to correct, and companies selling the "information" about where their customers' mtDNA came from 50,000 years ago.

  • Metaphyseal fusion

    Sat, 2012-11-10 12:02 -- John Hawks

    Holly Dunsworth, whom readers will remember from my previous links to her work in genetics education, recounts a personal experience to show how the "incidentalome" isn't a particularly genetic issue: "Area Doctor Shatters Area Girl's Dream of Being Taller Than She Is. (A personal genomics parable)".

    "He said it so cavalierly, too," said Dunsworth. "I spent my whole life wondering how tall I'd grow to be, hoping and wishing I'd grow to be tall enough to really dominate on the basketball court. And my doctor didn't even warn me that he was about to deliver this dream-killing news, and he definitely didn't ask me if I even wanted to hear it in the first place."

    It's all in the metaphyses, you see.

  • High coverage second thoughts

    Fri, 2012-11-02 20:35 -- John Hawks

    Vicki Lewis writes a worthwhile post: "Why I Don’t Want to Know My Genome Sequence". She includes some commentary from Jim Watson and a few mini-profiles of others who have had genome sequencing for one reason or another.

    Sequencing is not cheap yet, and even genotyping is on balance an expensive product when judged in terms of actionable information for most users. So I don't advocate genetic sampling for people who have better things to do with their money. Yet I disagree with much of Lewis' rationale. For example:

    Learning our genetic story will require deciphering all possible gene interactions. Until then, I might learn about a disease-causing mutation, but not another that counters it, and then have to live with the knowledge. Computers and researchers will need to dissect and compare many thousands of sequenced human genomes to deduce the gene interactions.

    This is like arguing that we shouldn't watch the weather on TV because meteorologists don't know all the atmospheric factors that cause tornadoes.

    Most people right now who have sequencing done will get no news of direct import to their health. Some may learn that they carry a disease-causing mutation, and of these, some will have an as-yet-undiscovered protective mutation that they won't know about. Many with a risk of serious disease will already have a family history of that illness.

    I think the weather is a pretty good analogy for this situation. One might say that we don't need to watch the weather because we can just as easily look outside and see what the sky is doing. Or that we don't need TV weather because it is too much trouble to carry umbrellas anyway. Or that we don't need TV weather because the weather at our house is always a little different from the weather station. Or that predicting next week's weather will require a lot of expensive interpretation. Or...

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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.