M. J. FACKLER
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Helen Colhoun and Scott Kern believe researchers would benefit from
greater access to negative results. |
Although scientists clamour to publish the results of successful experiments,
they are less excited about trumpeting those that simply confirm the null
hypothesis that a particular genetic marker isn't associated with an inherited
disease, for instance, or that there is no difference between mice given a
candidate drug and those in the control group.
Whether a result of an eagerness to move on or perhaps, in some instances,
a desire not to reveal to competitors the avenues they have been fruitlessly
exploring most researchers don't bother to write up negative results. Even
when they do, journals might be unreceptive. Unless a paper convincingly
overthrows a widely held belief, negative findings tend to be of less interest
than positive ones.
But what is the cost to science of all these data languishing in the bin? How
many postdoc years and scarce grant funds are wasted on projects that have
failed previously in other labs? And is our scientific understanding in some
cases biased by a literature that might be inherently more likely to publish a
single erroneous positive finding than dozens of failed attempts to achieve the
same result?
Answering these questions is extremely difficult. In some fields, awareness
of negative results tends to spread rapidly by word of mouth, even if the data
are never published. If a cell line fails to behave as described in a
high-profile paper, for instance, the news tends to spread among the biologists
who need to know, whether or not anyone actually publishes a paper refuting the
original discovery.
Nevertheless, many researchers interviewed for this article suspect that
their disciplines would benefit if negative results were to get a public airing.
At present, the obstacles to disseminating negative findings make it difficult
even to assess the extent of the problem. "It is hard to see what the bottom of
the iceberg is like when you are sitting on top of the water," observes Helen
Colhoun, a genetic epidemiologist at University College London.
Awareness of the problem is growing. Over the past few years, a handful of
journals and online repositories dedicated to negative results have been
launched with varying degrees of success. In certain fields, some scientists
are even arguing that a requirement to reveal negative results should be made a
condition of publishing a positive finding.
Gold standard
In Colhoun's discipline, the problem is particularly acute. The postgenomic era
has seen an explosion of 'gene association' studies, in which researchers screen
large numbers of people for thousands of genetic markers. Their aim is to see
whether some of the markers seem to be inherited alongside a disease, which is
taken as evidence that a gene conferring susceptibility to the condition lies
nearby. But just as gold prospectors keep the nuggets and throw the pebbles back
into the stream, those engaged in the new genetic gold-rush tend to report only
positive associations, leaving the rest to be panned through by others again.
Worse, it turns out that many of the positive results that have been
published may be errors. Last year, a team led by geneticist Joel Hirschhorn of
the Whitehead Institute for Biomedical Research in Cambridge, Massachusetts,
reviewed the literature on 166 common genetic variants that had been linked to
diseases such as heart disease or acne at least once, and which had been subject
to association analysis at least three times. He found that there were
consistent results for only six of the variants1.
This suggests that false positives and false negatives are all too easy to come
by and because there tends to be a bias towards publishing positive
associations, it stands to reason that many genetic links to disease described
in the literature are wrong.
The practice of shelving negative results also leads to problems in other
fields. Two years ago, Britain's Animal Procedures Committee, which advises the
UK government on its policies on research involving animals, raised the concern
that scientists may be duplicating experiments that had already failed in other
labs. The committee recommended that the Home Office, the government department
responsible for issuing licences for animal research, require its licensees to
share their negative results, possibly through a government website. But
officials argued that publishing research findings is not the government's job,
and the issue remains unresolved.
Non-publication of negative results may also be skewing the debate over the
safety of transgenic crops. Trials of genetically modified plants overwhelmingly
reveal no adverse environmental consequences or health effects, argues Alan
McHughen, a plant biotechnologist at the University of California, Riverside,
and the results generally go unpublished. "Journal editors say: 'So what?',"
McHughen says. Not that he blames them he wouldn't want to pick up Nature
and read a procession of negative, unsurprising findings. But as the trials tend
to be catalogued in obscure government documents, the public and scientists
outside the field are often unaware of them.
Can anything be done? Clearly, journals that seek to maximize their
visibility will continue to publish only high-impact papers. Occasionally a
negative result falls into that category. On 27 February, Nature
published a physics paper that ruled out certain types of string theory by
searching for deviations from Newton's inverse-square law and finding none2. And The Lancet recently published a large study
that failed to confirm a previous hypothesis that certain versions of the gene
for apolipoprotein E make smokers more susceptible to heart disease3.
Positive steps
But these are exceptions. To handle the steady stream of lower-profile negative
findings, some scientists are setting up their own publishing efforts with
mixed results. Bjorn Olsen, a cell biologist at Harvard Medical School, for
instance, established the Journal of Negative Results in Biomedicine (JNRBM)
last year. The main requirement is that the results be reproducible. Beyond
that, anything biomedical goes, from failed clinical trials to reagents that
don't work as advertised.
Submissions to the JNRBM, which is published online by London-based
BioMed Central, go out for peer review only if they are deemed interesting by
the journal's editorial board. This should prevent the JNRBM from
becoming a laundry list of experiments with predictably negative outcomes, says
Olsen. Since the journal went live in November, it has received 11 submissions,
7 of which have gone out for review. Three of these have been accepted and two
are now online, Olsen says.
A modest beginning, perhaps, but better than a similar effort in computer
science, set up in 1997. In an article4 in the
Journal of Universal Computer Science, editorial board member Lutz Prechelt
of the University of Karlsruhe in Germany announced a new section of the journal
to be called the Forum for Negative Results (FNR). He argued that valuable
insights in computer engineering are lost when people discard their failed
solutions to problems, rather than reporting them. But since then, there has not
been a single submission, leaving Prechelt to suspect that computer scientists
just don't like facing their failures. "Maybe I should write up a submission to
FNR describing the concept as a negative result," he jokes.
Another publication that encourages the submission of negative findings is a
new biotechnology journal. The Paris-based International Society for Biosafety
Research, of which McHughen is a board member, recently launched
Environmental Biosafety Research as a forum for publishing field trials of
transgenic crops, including the majority that show nothing alarming or
surprising. The first issue, which appeared in October, included four research
articles, one of which reported the negative result that an
insecticide-producing maize did not harm non-target species.
Although journals may be part of the answer, they won't work well for fields
such as gene association, in which negative results outweigh positives by orders
of magnitude. "No one can read 150 papers and remember what they read," says
Colhoun.
In such cases, presentation of negative findings in a more abbreviated form
on the Internet seems the obvious answer. To this end, Colhoun has assembled a
group of colleagues to discuss possible approaches, with a view to publishing
the results of their deliberations in The Lancet, which has taken an
interest in the issue. One important issue is ensuring that sufficient
experimental details are provided to allow negative results to be interpreted.
Colhoun's group is, for instance, considering recommending something akin to the
MIAME (minimum information about a microarray experiment) standards established
last year to aid the comparison of gene-expression studies using DNA chips.
Still, the availability of an online database into which scientists can
deposit their negative results does not guarantee that it will be used, as Scott
Kern has found. A cancer researcher at Johns Hopkins University School of
Medicine in Baltimore, Maryland, Kern set up NOGO, which stands for the
Journal of Negative Observations in Genetic Oncology, on his website six
years ago. Although styled as a journal, NOGO is a repository for brief
reports of negative results, including those that have been published elsewhere.
When he set up the site, Kern provided a simple form for submitting negative
results about genes suspected to be involved in cancer, approached colleagues at
meetings and distributed flyers. Reactions were very positive, but contributions
never rose above a trickle.
So one of the tasks Colhoun has set for her working group is to come up with
a system of carrots and sticks to prise out negative data from the
genetic-epidemiology community. One idea might be for journals publishing
positive findings to require authors to make any negative data available as a
condition of publishing a positive gene association, says Mark McCarthy, one of
Colhoun's colleagues at University College London, and a member of her working
group.
Whether journal editors will buy into that idea is unclear. But McCarthy is
optimistic that a cultural shift is under way. "People are starting to realize
the benefit of looking at other people's negative data," he says.
Journal of Negative Results in Biomedicine
http://www.jnrbm.com/start.asp
Journal of Negative Observations in Genetic Oncology
http://www.path.jhu.edu/NOGO
Environmental Biosafety Research
http://www.edpsciences.org/ebr