Dr. Roberts
is a Radiology Resident;
Mr. Kelley
and
Mr. Carroll
are Medical Students;
Dr. George
is a Distinguished Professor of Psychiatry, Neurology, and
Radiology; and
Dr. Haines
is a Professor and the Chairman of the Department of
Neurosurgery, Medical University of South Carolina, Charleston,
SC.
Over the past 2 decades, detailed visualization of normal and
pathologic brain anatomy has been achieved by magnetic resonance
imaging (MRI) and computed tomography. With the development of new
technologies--such as positron emission tomography, single-photon
emission computed tomography, magneto-encephalography, and
functional MRI (fMRI)functional brain information can be obtained
along with anatomic detail. One neuroimaging method,
blood-oxygen-leveldependent (BOLD) fMRI, provides high-resolution
anatomic and functional information. Currently, BOLD fMRI has
gained wide acceptance in research and has been used for
neuroscience research throughout the world.
In the clinical arena, fMRI technology promises easily
obtainable, noninvasive presurgical mapping for neurosurgical
patients. The localization of eloquent cortex prior to surgery
would allow neurosurgeons to plan surgical approaches and better
discuss treatment options with patients before embarking on a
surgical treatment plan. Already, many neurosurgeons are
enthusiastically requesting fMRI cortical activation maps along
with Wada testing. However, for such an important new tool, there
has been surprisingly little research in the area of
reproducibility of results. A few studies have shown "good
reproducibility" and "high testretest reliability" of fMRI
activation; however, a great deal of inter-scan variability has
been seen in even the most robust fMRI activation protocols. These
studies raise questions about whether fMRI should be used in
clinical practice before further validation studies have been
performed.
Functional magnetic resonance imaging is derived from the BOLD
effect. Following a period of stimulus-induced neuronal activation,
an increase in local blood flow and volume leads to an increase in
oxygenated blood. A T2* weighted signal that is proportional to the
rise in oxyhemoglobin concentration can be detected. Images
obtained while the subject performs a specific task are then
subtracted from images obtained during a period of rest. The
difference map is statistically weighted and thresholded. Areas of
significant activation are mapped onto structural images.
Functional MRI maps are generated relatively easily and 1.5 T MRI
scanners with echoplanar capability are now readily available.
Therefore, fMRI would be the functional neuroimaging modality of
choice in many clinical situations. Functional MRI has been used
for presurgical mapping, in neuropsychiatry,
1,2
and in elucidating functional cortical networks.
3-6
Yet fMRI has not been shown to reproduce functional activation with
sufficient sensitivity for neurosurgeons to confidently rely on
fMRI to replace intraoperative cortical mapping.
Various investigators have examined the reproducibility of BOLD
fMRI activation patterns during motor, sensory, and visual tasks.
7-16
Typically, reproducibility studies have been performed in healthy,
cooperative volunteers. In patient populations, however,
reproducibility may be even lower due to the presence of
neuropathology and difficulty with patient participation during the
exam. Lowered reproducibility rates may also be due to several
uncontrolled experimental variables, including subject motion,
equipment variables, data analysis methods, and physiological
variables, such as the level of cortical excitability. Cortical
excitability varies across individuals and within certain patient
groups, such as epilepsy patients, who have been shown to have
altered cortical excitability.
17
Cortical excitability also varies over time within a specific
subject, which may contribute to intrasubject variability of fMRI
activation patterns. Factors associated with changes in cortical
excitability include sleep deprivation, levels of alertness and
arousal, anxiety, and medications such as stimulants or
caffeine.
Review of the literature on fMRI reproducibility indicates that
the number of activated pixels and the location of activation tends
to differ to some extent between subjects performing the same task,
as well as within the same subject scanned on multiple occasions.
For example, Yetkin et al
8
studied 4 subjects who repeated both sensory and motor fMRI tasks
twice within one MRI session. Reproducibility was specified as a
ratio of the number of active pixels on both the first and the
second scan, divided by the number of pixels active on either the
first or the second scan. The reproducibility ratio was found to be
0.57 (measured at a 0.5 correlation threshold) but could be
increased to 0.81 if nearest neighbor pixel activation was
included.
Rombouts et al
10
reported on the reproducibility of visual cortex fMRI activation.
The area and location of activation during an fMRI visual task were
measured for 18 volunteers who underwent 2 scanning sessions.
Reproducibility was estimated using a ratio for the number of
activated pixels (R
size
) and for activation overlap (R
overlap
), with both ratios equal to 1 with perfect reproducibility of the
number of activated pixels and the location of activation. Size and
location of activation were variable with mean intrasubject values
of 0.83 ± 0.16 for R
size
and 0.31 ± 0.11 for R
overlap
. In 2 subjects, visual cortex activation was not seen at all.
Noll et al
9
examined the testretest reliability of fMRI motor tasks in 7
subjects. For the 3 scans acquired within the same scanning
session, an average true-activation detection rate was determined
to be 0.7264. Three additional subjects underwent fMRI motor
mapping over multiple scanning sessions. The average
true-activation detection rate between intersession scans was
determined to be 0.4741, significantly lower than the detection
rate for within-session scans. Although a multistage procedure was
performed for alignment of slices between sessions, residual
misregistration of slices between sessions could have contributed
to the lower detection rate.
Scholz et al
14
investigated the reproducibility of fMRI motor activation in motor
cortex and subcortical nuclei. They found an intrasubject percent
deviation in the number of active pixels to be 7.2% in motor cortex
and even higher in supplementary motor area and basal ganglia
(21.5% to 26.4%). Other fMRI reproducibility studies have shown
similar results.
In addition to issues of reproducibility of fMRI activation, the
basis of the BOLD effect has not been fully characterized, and
functional maps have not been fully validated in comparison with
the gold standards, such as intraoperative cortical stimulation,
subdural grids, and Wada testing. Case reports and small series of
combined fMRI and intraoperative direct electrical cortical
stimulation (ECS) have generally shown good agreement between the
two methods; however, concordance has not been 100% in larger
series. A comparison of fMRI functional localization with a gold
standard in a patient population large enough to demonstrate
statistical significance is necessary before fMRI should be widely
used in clinical situations.
Various smaller studies have been performed that compare fMRI
with ECS.
18-28
Puce et al
19
studied 4 patients in whom preoperative fMRI was performed and
co-registered with a three-dimensional (3D) volume. The 3D MRI
volume was used to create a
volume rendering of the brain's surface. The patients then
underwent intraoperative cortical stimulation and somatosensory
evoked potential (SSEP) recordings. Photographs of the surgical
field were obtained and aligned with the surface renderings of the
brain using anatomical landmarks. The authors stated that fMRI and
electrophysiological studies have revealed good agreement on
location of motor and sensory areas, but the spatial extent of
activation, as determined by the two methods, differed. They
proposed this difference could be due to anesthesia and the
inherent variables in electrophysiological measurements.
Yetkin et al
23
studied 28 patients who underwent preoperative fMRI with motor and
language tasks. Intraoperatively, motor cortex and the location of
speech arrest were identified by cortical stimulation. Numbered
markers were placed on the brain's surface and a photograph of the
surgical field was obtained. The photograph was superimposed onto
the most superficial slice from the fMRI study by identification of
sulci and venous structures. In all comparisons, fMRI activation
and the area identified intraoperatively during the performance of
a similar task were within 2 cm of each other; however, only 87% of
the comparisons were within 1 cm of each other. The authors stated
that the discrepancy could be due to the combined inaccuracies of
each measurement. Repeated fMRI sessions generally showed an
overlap of 50% to 80% of the areas of activation. Although
intraoperative stimulation is considered the gold standard for
functional mapping, its precision is approximately 1 cm due to the
spread of current through the cortex.
23
Fitzgerald et al
21
performed fMRI in 11 patients to identify language areas.
Three-dimensional spoiled gradient-echo images were merged with an
MR angiogram to create a surface rendering with vascular landmarks.
Functional MRI language maps were then co-registered with this 3D
volume, and foci of activation >= 1 cm were projected onto the
cortical surface. Cortical stimulation was carried out
intraoperatively, and language areas were marked with tags. A
photograph of the surgical field was obtained, which was
superimposed onto the surface rendering of the functional
activation. The combined sensitivity for all language tasks
performed across all patients was 81%, with sensitivity defined as
the percentage of language tags placed intraoperatively that
matched fMRI activation areas. Specificity was 54% and was defined
as the percentage of nonlanguage tags not found by fMRI.
Fandino et al
24
reported on 11 patients who underwent presurgical fMRI to identify
areas of activation with a hand motor task. Intraoperative ECS was
performed on all patients. The topographical relationship between
tumor and primary motor cortices, as identified by ultrasonography,
was used to compare fMRI activation with the results of ECS. The
authors stated that in only 9 (82%) of the 11 patients, fMRI
activation could be verified by intraoperative ECS.
Finally, the utility of fMRI in presurgical planning has not
been investigated thoroughly. Before the use of fMRI becomes
widespread, the information provided by fMRI scanning must be shown
to be clinically useful. Lee et al,
29
in an attempt to assess the clinical usefulness of fMRI, performed
a retrospective study of 46 patients who had undergone preoperative
fMRI. The authors reviewed patient medical records to document how
often, and in which ways, the fMRI study had influenced clinical
management. They concluded that preoperative fMRI was useful at
three key points in the clinical decision-making process: 1) for
assessing the feasibility of surgical resection, 2) to aid in
surgical planning, and 3) for selecting patients for more invasive
mapping procedures. Further discussions and studies investigating
the clinical relevance of presurgical fMRI have yet to be
conducted.
Conclusion
While the ultimate goal is to find the simplest and safest way
to identify critical structures and plan surgical approaches, fMRI
presurgical localization should not yet be used in place of
standard techniques as it has not yet been demonstrated that fMRI
functional mapping is at least as safe and effective as
intraoperative ECS. Before fMRI can be used as a presurgical tool,
reliable intrasubject activation with sufficient sensitivity must
be demonstrated. Such a study could be performed as a multicenter
trial, allowing the enlistment of a larger patient population,
using a standardized protocol comparing fMRI activation with a
designated gold standard.
Acknowledgment
Dr. Roberts would like to thank Dr. James Ravenel for his
editorial assistance with the manuscript.