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Record W2265864999 · doi:10.1093/jlb/lsv038

Marginally scientific? Genetic testing of children and adolescents for lifestyle and health promotion

2015· article· en· W2265864999 on OpenAlexafffundabout
Timothy Caulfield, Pascal Borry, Maeghan Toews, Bernice S. Elger, Henry T. Greely, Amy McGuire

Bibliographic record

VenueJournal of Law and the Biosciences · 2015
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicNutrition, Genetics, and Disease
Canadian institutionsUniversity of Alberta
FundersVlaamse regeringFonds Wetenschappelijk OnderzoekGenome AlbertaPierre Elliott Trudeau FoundationCanadian Institutes of Health ResearchGenome Canada
KeywordsGenetic testingDiseasePromotion (chess)MedicineTest (biology)Personalized medicineAthletesBioinformaticsPolitical scienceBiologyPhysical therapy

Abstract

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‘Genetic testing can reveal crucial information to guide your training and nutrition strategies based on predispositions built into your DNA. Genetic testing identifies the ideal nutrition, training and recovery strategies for you and helps explain why athletes given the same training and nutrition plans respond differently. In short gene testing provides the ultimate in personalized nutrition and training guidance…’1 Direct-to-consumer (DTC) genetic testing has been in the news in recent years, especially since November 2013, when the US Food and Drug Administration (FDA) shut down 23andMe, one of several firms that offered people general health information based on their genetic test results.2 Much attention has been paid to the accuracy of these tests in predicting future risk of disease. This is understandable as the first wave of DTC companies, including 23andMe, eventually focused on providing genetic information of this nature. And much of the existing literature on the possible harms and benefits of DTC testing is largely an analysis of disease-oriented testing.3 But it should not be forgotten that many other DTC genetic testing products are being marketed throughout the world that are not focused on disease risk but instead offer information—of varying degrees of scientific legitimacy—relevant to things like fitness, diet, and athletic ability. In addition, non-traditional providers, such as homeopaths,4 naturopaths,5 and chiropractors,6 increasingly are offering genetic tests for the purpose of providing health and lifestyle advice. It seems inevitable that, unless the regulatory environment changes, this trend will continue, with genetic testing being offered to the public for an ever-increasing range of reasons not directly related to disease. In this paper, we map the policy issues associated with the marketing and use of genetic testing products outside of the context of disease risk. We focus on companies and providers that offer testing for a wide range of genetic traits, and consider the potential implications of offering these products for use in children and adolescents. While the size of the market for these services remains unknown, it is probably still relatively small.7 Nonetheless, an analysis of genetic testing in this broader context provides an opportunity to consider issues that are likely to increase in significance as genetic testing technologies become more affordable and as the idea of genetic testing becomes more socially acceptable.8 For example, the present analysis affords an opportunity to consider the possible harms, if any, and available policy options for regulating genetic testing services not focused on disease risk and that reside on the margins of credibility. As we will see, some tests are being marketed for purposes that are clearly scientifically absurd (eg for targeting homeopathic therapies and naturopathic detoxification regimens)9 while others have more scientific plausibility, at least theoretically (eg testing for genes related to obesity and athletic characteristics like sprinting ability). Obviously, not all of these services will raise the same issues. But what they do have in common is the provision of genetic information. Are most of these companies and providers simply leveraging the excitement surrounding genetics to market services with unproven utility that are largely harmless? Is there something about genetic testing, as opposed to other forms of equally predictive information, which justifies heightened regulatory oversight? Looking at these, and other,10 issues through the lens of children and adolescents highlight potential policy challenges that may be especially problematic.11 While one could argue that legally competent adults should have the right to choose whatever service they have an interest in (however useless), this may not be the case in the context of children and adolescents who lack legal capacity and may be particularly vulnerable to DTC industry marketing strategies. We will examine whether, in the context of genetic testing services that have little scientific data to support their purported uses, any regulatory or policy response is appropriate and the potential forms such a response could take. Numerous policy guidelines have addressed the genetic testing of minors in the clinical context. Most of these guidelines were crafted in response to the availability of disease and predisposition testing. If a minor is suspected of having a condition where obtaining genetic information is considered clinically useful—be it for diagnostic or treatment purposes—testing is, in general, viewed as an appropriate course of action.12 However, many existing guidelines have stressed that predictive and pre-symptomatic genetic testing during childhood or adolescence should only be performed for conditions for which preventive or therapeutic actions could and should be initiated.13 The underlying rationale is that minors should benefit directly from testing. In the absence of obvious health benefits, support for genetic testing of minors erodes, largely because of the belief that individuals should be able to make autonomous decisions about genetic testing when competent adults and that testing may have an unknown psychosocial impact.14 Given these concerns, it is not a surprise that most clinical guidelines and position papers are also critical of DTC genetic testing companies that test minors. The most recent guideline on the testing of minors was published by the American Academy of Pediatrics and the American College of Medical Genetics and Genomics. In their statement, both societies ‘strongly discourage the use of direct-to-consumer and home kit genetic testing of children because of the lack of oversight on test content, accuracy, and interpretation’.15 In the technical report supporting the recommendation, Ross et al. refer to the risks of inaccurate results, inaccurate interpretations, potentially harmful interventions, issues of privacy, self-determination, and (non-) disclosure, as well as to the importance of professional involvement in any type of genetic testing on minors.16 Similar and additional concerns have been raised in other guidelines and position papers on DTC genetic testing,17 including the European Academies of Science Advisory Council, the Federation of European Academies of Medicine, and the European Society of Human Genetics.18 Existing policy documents, however, also note that not all concerns apply equally to all types of tests. The UK Human Genetics Commission, for example, acknowledged the importance of considering both the type of test provided and the impact of that test. In situations where tests could have a ‘significant or potentially detrimental impact on consumers’ appropriate support and professional advice is more important than in situations where testing might not create that type of impact.19 This also has consequences for genetic testing in minors, where the Human Genetics Commission would limit genetic testing in children for diagnostic tests, pre-symptomatic tests, carrier tests, susceptibility tests, and pharmacogenomics tests, but is not against allowing nutrigenomic tests and lifestyle/behavioral tests that have not been evaluated as ‘high impact’.20 Similarly, the Canadian College of Medical Geneticists described rather clearly that their statement applies to ‘medically significant genetic testing’ and stated in this line that ‘professional guidelines related to the practice of medical genetics should be adhered to, particularly with respect to genetic testing of children’.21 This distinction between ‘medically significant’ genetic tests on one hand and lifestyle-oriented, recreational, or informational types of genetic tests on the other hand creates room for a policy debate. Do these latter types of services that are aimed at issues not tied directly to health—such as athletic ability—or do not relate to something of immediate clinical relevance—such as diet—but that are often based on less-than-robust science, give rise to similar potential harms as ‘medically significant’ tests? Are the potential harms significant enough to trigger regulatory oversight? Most policy debates have focused on tests pertaining to predisposition to disease offered by DTC companies such as 23andMe and there has been little attention, at least from a policy perspective, on these more lifestyle-oriented genetic testing services. Indeed, many of the policy responses, such as those by professional societies, seem to assume, without much, if any, discussion, that there is potential for real clinical or health relevance, which requires oversight. Below we review in greater detail some of these ‘lifestyle’ types of tests and the potential policy issues they raise, especially when made available for use in children and adolescents. Companies throughout the world offer genetic testing for the purpose of assessing athletic ability. Atlas Sports Genetics, for example, provides a testing service that promises to ‘show athletes, trainers and interested individuals where their genetic advantage lies’.22 A UK company, DNA Fit, provides a test that will allow you to ‘explore your natural ability’.23 And Gonidio promises to ‘Identify your athletic strengths and weaknesses!’ and allows consumers to ‘Choose a sport that suits you!’24 The premise behind these companies is straightforward: get your genes tested and uncover your specific athletic potential (or lack thereof). We know of no evidence about how many minors (or their parents) are using these services.25 Indeed, an analysis of the marketing strategies of these companies found that they generally do not explicitly market their services to parents and kids,26 although some companies do specifically market to parents, encouraging them to test their children in order to discover their ‘inborn talents’, including—among other things—athletic abilities.27 Additionally, there have been reports of plans to use the technology on children in order to facilitate ‘sports selection at the molecular genetic level’.28 That said, it seems reasonable to assume that there is a potential market in this area.29 Many families invest huge sums in the sport activities of their children. They pay for expensive lessons and training programs, all in the hope of boosting their children's athletic careers. The cost to have one child play high-caliber minor hockey in Canada ranges from $8000 to $15,000 per year.30 The cost of having a child train as an aspiring Olympian can be even more significant. It has been estimated that competitive gymnastics, for example, averages about $15,000 per year.31 Sport is often a family commitment and the pressure to perform can come from the parents.32 Given this context, there seems a real possibility that some parents will want to maximize their child's odds at achieving athletic success through genetic testing.33 In addition, abundant evidence shows that adolescents will often go to great lengths to gain a competitive edge in their chosen sport. Given that a significant portion of teenagers are willing to take illegal performance enhancing drugs,34 getting a genetic test seems well within the scope of strategies some teenagers may pursue. Finally, for many of the sports associated with the athletic DTC genetic testing, such as American football and sprinting, testing at a relatively if the are to be as by the associated to and focus an athletic For these as a is for example, football as As one the child the it is to get a other Indeed, the idea of we are to sports or seems a largely aimed at individuals at the of their athletic careers. while these companies may not all their marketing at (or their this is the that should be most interested in using these services. The performance of these tests, if any, is from these DTC genetic testing services The existing evidence on at be described as is no that genes play an important in athletic as and been with many between and or even have not been The between genes and future athletic performance is from Indeed, most that athletic success from a of and a of other (eg the to have been raised in a As a these tests are to a given child or will into an sports Most of the scientific literature on the of the testing technology as a to future Indeed, as in a recent review of the science, genes are associated with athletic and are enough to their use in predicting athletic It is also that in many an and to test a child sprinting is to As with all it seems a to that genetic testing should be to the athletic future of children and adolescents. of the behind personalized is that genetic testing can be to in order to maximize health DTC genetic testing services are marketed as a to things like diet, and Indeed, the idea of personalized lifestyle advice is to most DTC genetic services and all DTC genetic testing companies and providers offering these types of tests the idea that their service can be to specific to from tests for disease these genetic tests are being offered for a wide range of including diet, and In the context of tests being marketed directly for use in children and additional tested for to general general for to and the child is a or In to being marketed directly to genetic testing services are also being offered by a range of health such as and Indeed, some DTC companies market their testing services to providers, encouraging them to make genetic testing of their It is no that these that likely has little or no training in the services as an important of an to health and as a to lifestyle naturopathic for example, that genetic testing service will you to your genetic using specific lifestyle and it is how the genetic testing market is for these type of services or how many children and adolescents are being But it is that there are some in both the and about testing children for a genetic predisposition to And on has found that most testing children and would like an obesity test to be Given that some parents will go to great lengths to the health of their it seems reasonable to that children and adolescents are being or will be tested for the purpose of lifestyle and health companies are offering genetic testing services for obesity predisposition that are directly for use in and testing be considered for children who are the of these tests information that will Is a personalized more the significant for personalized there is little evidence to support the idea that a personalized and is any than general health and lifestyle be it in the context of nutrition, or the being tested are the most scientifically genetic tests are from being predictive for example, a future risk of The being made on the of these tests by many companies not only lack evidence but in some are scientifically For example, one that the testing will reveal if you more that we can use genetic testing to the of a homeopathic which has no in there is no evidence that people use this information to make Indeed, the available evidence that genetic risk information not to This evidence largely from of however, and it is children will be more or parents may be more for when it in their children's than their Given the scientific or predictive of many of these testing services and the lack of any evidence of health what are the harms of testing children and adolescents in this context and are they significant enough to a policy about or harms to children that could from genetic testing. In the context of tests, it is possible that parents these tests to use on their children could have about the and of these tests which could to harmful For example, testing children for obesity or their to might to if parents their children's or them to and adolescents who testing on their may also these types of and about their genetic information and the significance (or lack of their genetic test is also the possibility that children or adolescents might forms of from parents, and others based on the belief that the information is more than it by parents or children for discourage parents from supporting and children from a sports interest if the genetic test not specific and could by sports It is also possible that children or parents could make decisions about the children based on about the of these tests. This could to or in children genetic to with their (or their existing or While how people to genetic information predisposition for disease that this information generally not have a significant on (eg it not in significant or it is this to the impact on children of genetic testing for athletic or This may be particularly to as the impact of testing on the impact of and be more and than what is in most of Indeed, evidence is to how children and their parents and respond to genetic testing more The to which decisions the of DTC genetic testing of children can be by as opposed to about potential is to debate. As genetic testing of children concerns about respect for children's including the to testing when they the of In clinical genetic testing, the is to children their by when adults about conditions that do not children. the reasons for this position to the same in to athletic and types of genetic testing is one the that the information provided by many of these tests is predictive and of no real benefit may in of a child's to or not to genetic testing when the child has the other given the of information that is often provided it is in some how much genetic information is being For example, test a for or are not likely a of a child's genetic The to be more a of in the marketing and of these tests. the that the information from these tests a child's or to make decisions that are with their however, there may be an This may be more in some tests, such as many of the focused tests, which for specific of a gene and have the potential to limit a child's to sports and However, the becomes a child's genetic predisposition for for example, the same of as a child's genetic predisposition for disease. If an genetic information in and of of lack of clinical relevance, is something that only autonomous individuals should have to and all forms of athletic and genetic testing of children by parents should be However, unless something about genetic information is more it is to why a genetic of a child's sprinting for example, should be while as the child while which is likely a more predictive should In the clinical genetic testing context, at is the child's to or not to discover or genetic of future health In the context of an athletic or genetic test that not any clinically or health information, the impact of the information will if that It is also important to consider the of the child or who to genetic testing and the potential for to with a child's right to know or information. the to athletic and genetic testing be like a medical where a child or has to a of capacity to be able to should these tests be like any other and if should there be for as is the case with and on the to these products because there are health risks and harms associated with their In the case of DTC genetic tests where of remains it is children and adolescents should be from these testing services if they it be for example, to a policy that would a child or a child's from on a or a The lack of any benefit for these types of athletic and tests that for to parents or children and adolescents the of providing information is Many of these companies seem to be simply leveraging the excitement surrounding genetics to market in to genetics to the scientific of the even when it if it is an genetic a this to the importance of information, the to the marketing of these tests, and the of parents and consumers about the and utility of these tests. While would the idea that these of athletic and genetic tests raise are the potential harms significant enough to trigger a regulatory For example, in the absence of parents are generally to take their children to or which reside outside or on the margins of scientific and many health advice that scientific but is, in not by available evidence or even the of (eg and testing by Is genetic testing in this context any or European have a on genetic testing more generally with that or DTC genetic a in the absence of even the possibility of is something to be of this may be to limit companies and providers from or these athletic and genetic testing products available to children and adolescents in a However, there are debates about the scope of these of they all forms of DTC genetic tests, and in is on the there may be issues with given that DTC genetic testing companies and do not to a in a given to or products to consumers who reside targeting the use of these products by consumers may be in the of this For example, regulatory could to limit the marketing and use of these services by health could be a to be tested or to a test. However, it is in such a is given the lack of evidence of may also be a for health and regulatory to these genetic tests. The in the for example, test for disease predisposition on the that this test was a the that some of the genetic tests offer information on or other traits, it is possible that they may also come within the to diagnostic and other types of medical In this the could take similar to response to 23andMe by companies from offering genetic tests that have not appropriate marketing In addition, the in some can the at which consumers can such as as well as the marketing of these products to limit children's to If the viewed genetic testing products as risks to children and it could potentially use a similar regulatory to the marketing and of these However, it is likely that athletic DTC genetic tests or some of the tests with clinical would come within the Additionally, it is that the regulatory in Canada or the would have any of these tests as these have the position that although DTC genetic testing may within their the testing service As a 23andMe is able to legally in both these and it is that a would be by these against companies offering athletic and types of tests, which have even health As many of the potential harms associated with these types of genetic tests to a lack of information and about the and of the genetic information there may be a for regulatory for in about potential in and have the to limit the types of that companies can For example, the US Commission against which offered genetic testing in with the of that were to DNA The an order from any the health benefits, or of and competent and scientific evidence that is in and based on generally in the scientific It seems that similar could be against many of the other DTC genetic testing companies offering athletic and tests. In addition, it may be to aimed at or the general public about the lack of scientific and of many of these tests. is evidence that consumers of DTC genetic testing health providers about test However, it is consumers of athletic and types of genetic tests would be equally likely to their providers about these of test results, which may limit the of this In addition, there may be in providing information to parents these tests for their children or to children and adolescents who may be considering genetic testing. Finally, future should focus on of the more and benefits and harms of athletic and genetic testing of children and adolescents. would impact on of and of and The lack of evidence of the benefits and harms of these services the for to guide policy The would like to the support for this provided by the and the as well as the Canadian of and through their support of We would also like to and all the of the for their an and a in of this no in the decisions about this

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.071
Threshold uncertainty score0.225

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.032
GPT teacher head0.287
Teacher spread0.255 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations20
Published2015
Admission routes3
Has abstractyes

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