Debacles mar big science and fMRI research

2013 05 16 09 08 50 62 Maverinck Logo 200

In 1989: "Now, therefore, I, George Bush, president of the United States of America, do hereby proclaim the decade beginning January 1, 1990, as the decade of the brain." Twenty-four years later: "Last year, I launched the BRAIN Initiative [a 12-year program] to help unlock the mysteries of the brain, to improve our treatment of conditions like Alzheimer's and autism and to deepen our understanding of how we think, learn and remember," U.S. President Barack Obama.

Neuroscience is a wide field of studies that evolved from the sciences of neuroanatomy and neurophysiology. Nowadays the discipline encompasses subdisciplines far outside the boundaries of the exact sciences and of medicine.

Dr. Peter Rinck, PhD, is a professor of diagnostic imaging and the president of the Council of the Round Table Foundation (TRTF) and European Magnetic Resonance Forum (EMRF).Dr. Peter Rinck, PhD, is a professor of diagnostic imaging and the president of the Council of the Round Table Foundation (TRTF) and European Magnetic Resonance Forum (EMRF).

With the U.S. initiatives and those proposed and implemented elsewhere in the world, there came big science devoted to neuroscience research: a hundred million here, a hundred million there -- or, in a European program, one billion over 10 years. Altogether, billions of euros or U.S. Dollars were promised to subsidize projects heavily relying on functional MRI (fMRI) research, among them the U.S. Human Connectome Project and the European Human Brain Project.

The 10-year European project started in 2013 but was already interrupted in 2015 for reasons described without overenthusiastic detail by the project leaders and by those responsible in the European Commission -- but told fully in a paper in the Scientific American: "Two years in, a $1-billion-plus effort to simulate the human brain is in disarray. Was it poor management, or is something fundamentally wrong with big science?"1 Those in the know in Europe remained silent.

In a report about the Connectome Project, we find the following statement, hidden in a box outside the running text: "What is needed to get past the current impasse is a method that selectively separates global signal from global noise. Though no such method is yet avail­able, we offer several observations about global fMRI fluctuations."2

Story of empty promises

The history of MRI is a story of successes, but also a story of empty promises. Certain events have implications and consequences that only slowly un­fold over the years.

BOLD imaging and its applications have developed into more than a disappointment, and might become an utter fiasco. Many results are based upon obscure metadata. I have described some reasons and low points in my last column about fMRI, "The Functional charlatans." I don't want to stray off here into the multifaceted picture of BOLD imaging and fMRI; on the other hand, I want to stress there are numerous serious, genuine, and critical scientists in imaging neuroscience.

However, not only these scientists are upset, the educated and critical public is also getting annoyed. Manfred Schneider, PhD, describes the reactions to fMRI and big science in the science pages of the Swiss paper Neue Z√ľrcher Zeitung:

Numerous neuroscience institutes were founded, immense amounts of money were mobilized, the western societies got into a neuroscience frenzy. Thousands of subjects were placed in functional magnetic resonance equipment, where they had to endure movies, pornographic pictures, poems, while the researchers at their terminals observed the oxygen metabolism in their brain cells, converted the thrown out data into little pictures and tried to delude the world into believing that they are watching the brain thinking, feeling, acting. By now such studies have lapsed into a kind of oddball science. Meanwhile, no linguist can talk any more about synonyms without telling the confused zeitgeist that the words "cake" and "pie" are "synomynously" stored directly next to each other in the left temporal lobe."3

More and more researchers admit that acquisition and processing techniques of BOLD data lack the required meticulousness and thus the biased results and conclusions are scientifically irrelevant. Even the inventor of BOLD fMRI, Seiji Ogawa was among the harshest critics. Twenty-two years after his first description in 1990,4 he published a 19-page review paper where he, in a roundabout way, discusses and disputes his technique.5

Several thousand papers on fMRI appear every year; Kim and Ogawa mention 3,000, PubMed's numbers stretch between 42,000 and nearly 170,000 since 1990, depending on the search terms one uses. Meanwhile, it has become clear that many of these papers, apparently a majority, rest on shaky foundations. Some scientists read Seong-Gi Kim's and Seiji Ogawa's review as a farewell to BOLD imaging, but this conclusion seems too drastic and far-reaching. However, the publication alludes to the intricacy of the scientific background: "The BOLD effect in fMRI is very complex, and this is still an area of intense research."

The authors also observe in their concluding remarks: "Dynamic properties and magnitudes of BOLD functional responses are dependent on many physiological parameters as well as baseline conditions. In patients with neurovascular disorders, the BOLD response could be sluggish, or even decreased relative to baseline. This should not be interpreted simply as a decrease in neural activity, because neurovascular coupling may be hampered ... Resting-state fMRI studies are widely performed, but its physiological source needs to be systematically investigated."

The critical reader's conclusion is: BOLD and fMRI should stay in the hands of genuine scientists. Clinical, psychological, or commercial applications should be limited to trained and principled researchers.

Today, the concepts of fMRI rely on a great many hypotheses, calculations, and simulations; however, practical proof to establish the validity of these models lags behind. Twenty-six years after Ogawa's original publication, everything is still "panta rhei -- everything is in flux." Definitely no hope for a trip to Stockholm but rather "back to the drawing board."

A number of scientists had hinted at the threatening problems, among them Christoph Segebarth6 and Nikos Logothetis.7 Here is but one more example published by a Swedish group in spring 2016:

We found that the most common software packages for fMRI analysis (SPM, FSL, AFNI) can result in false-positive rates of up to 70%. These results question the validity of some 40,000 fMRI studies and may have a large impact on the interpretation of neuroimaging results.8

Definitely, "biostatistics for radiologists" is not sufficient to perform fMRI and to apply statistical processing to the results. On the other hand, fMRI is not in the hands of radiologists -- fortunately, in this case.

Functional MRI seemed one of the most promising research techniques for and beyond neuroimaging: the true study of brain organization. Now we fear the waste of hundreds of millions euros of research grants and the shattered remains of thousands of scientific papers. Because nobody really feels responsible or in charge, it will be difficult to minimize the repercussions of this debacle.

Dr. Peter Rinck, PhD, is a professor of diagnostic imaging and the president of the Council of the Round Table Foundation (TRTF) and European Magnetic Resonance Forum (EMRF).

References

  1. Theil S. Why the human brain project went wrong -- and how to fix it. Scientific American. 1 October 2015.
  2. Glasser MF, Smith SM, Marcus DS, et al. The Human Connectome Project's neuroimaging approach. Nature Neuroscience. 2016;19:1175-1187.
  3. Schneider M. Geld f√ľr Science-Fiction -- die Hirnforschungshysterie. Neue Z√ľrcher Zeitung. 2013:23.
  4. Ogawa S, Lee TM, Kay AR, Tank DW. Brain magnetic resonance imaging with contrast dependent on blood oxygenation. Proc Natl Acad Sci USA. 1990;87:9868-9872.
  5. Kim S-G, Ogawa S. Biophysical and physiological origins of blood oxygenation level-dependent fMRI signals. Journal of Cerebral Blood Flow & Metabolism. 2012;32:1188-1206.
  6. Segebarth C, Belle V, Delon C, et al. Functional MRI of the human brain: Predominance of signals from extracere­bral veins. Neuroreport. 1994;21(5):813-816.
  7. Logothetis NK. What we can do and what we cannot do with fMRI. Nature. 2008;453(7197):869-878.
  8. Eklund A, Nichols TE, Knutsson H. Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates. PNAS. 2016;113(28):7900-7905.

The comments and observations expressed herein do not necessarily reflect the opinions of AuntMinnieEurope.com, nor should they be construed as an endorsement or admonishment of any particular vendor, analyst, industry consultant, or consulting group.

Page 1 of 1244
Next Page