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Volume 17, Number 10,
Issue of May 15, 1997
pp. 3739-3750
Copyright ©1997 Society for Neuroscience
Attention to One or Two Features in Left or Right Visual Field: A
Positron Emission Tomography Study
Rik Vandenberghe1, 5,
John Duncan2,
Patrick Dupont3,
Robert Ward2, 6,
Jean-Baptiste Poline5,
Guy Bormans3,
Johan Michiels4,
Luc Mortelmans3, and
Guy A. Orban1
1 Laboratorium voor Neuro- en Psychofysiologie,
Katholieke Universiteit Leuven, Belgium, 2 Medical Research
Council Applied Psychology Unit, Cambridge CB2 2EF, United Kingdom,
Departments of 3 Nuclear Medicine and
4 Radiology, University Hospital Gasthuisberg, Leuven,
Belgium, 5 Wellcome Department of Cognitive Neurology,
Institute of Neurology, London WC1N 3BG, United Kingdom, and
6 School of Psychology, University of Wales, Bangor,
Gwynedd LL57 2DG, United Kingdom
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
FOOTNOTES
REFERENCES
ABSTRACT
In human vision, two features of the same object can be identified
concurrently without loss of accuracy. Performance declines, however,
when the features belong to different objects in opposite visual
fields. We hypothesized that different positron emission tomography
activation patterns would reflect these behavioral results. We first
delineated an attention network for single discriminations in left or
right visual field and then compared this with the activation pattern
when subjects divided attention over two features of a single object or
over two objects in opposite hemifields. When subjects attended to a
single feature, parietal, premotor, and anterior cingulate cortex were
activated. These effects were strongest in the right hemisphere and
were, remarkably, unaffected by the direction of attention. In
contrast, direction of attention affected occipital and frontal
activity: right occipital and left lateral frontal activity were higher
with attention to the left, whereas right lateral frontal activity was
higher with attention to the right. When subjects identified two
features of the same object, parietal, premotor, and anterior cingulate
activity was enhanced further, predominantly this time in the left
hemisphere. Again, there was no direction sensitivity.
Direction-sensitive activation of lateral frontal cortex also was
increased. Finally, when subjects divided their attention over opposite
hemifields, activity in the direction-sensitive occipital and frontal
regions fell to a level midway between those seen during exclusively
leftward or rightward attention. Thus, the behavioral efficiency with
which we attend to multiple features of a single peripheral object is paralleled by enhanced activity in structures generally active during
peripheral selective attention as well as in structures that depend on
the specific direction of attention, most notably lateral frontal
cortex. In addition, in the direction-sensitive regions, dividing
attention over hemifields causes a compromise pattern between the
extreme levels obtained during unilateral attention.
Key words:
human brain mapping;
direction of attention;
covert
attention;
superior parietal;
pulvinar;
prefrontal
INTRODUCTION
Physiologically, visual attention has been
conceptualized as a brain state during which activity in widely
separated brain areas is organized to enhance processing of the
different features of a selected object (Desimone and Duncan, 1995 ).
The behavioral benefit of focused attention on a single object has been
demonstrated by comparing dual and single discriminations of features
belonging to one or two objects (Duncan, 1993 ; Egly et al., 1994 ;
Vecera and Farah, 1994 ). Subjects attend very efficiently to two
attributes when they belong to one object (Duncan, 1984 ). When the
attributes belong to two different objects, however, accuracy
decreases, especially for the discrimination reported second. This
decrease has been demonstrated for many pairs of features, including
displacement and orientation (Duncan, 1993 ) and brightness and
orientation (Duncan, 1984 ), and occurs when the locations of the
objects overlap (Duncan, 1984 ) as well as when the objects are in
opposite hemifields (Vecera and Farah, 1994 ). Using positron emission
tomography (PET), we investigated the physiological changes underlying
these behavioral results for displacement and orientation
discrimination concerning left- or right-sided objects.
In an initial step, we determined which areas were involved in
discriminations of the feature of a single object in the left or in the
right visual field. Event-related potentials (ERP) (Mangun et al.,
1993 ; Heinze et al., 1994 ) and PET studies (Corbetta et al., 1993 ;
Heinze et al., 1994 ; Woldorff et al., 1995 ) have demonstrated higher
activity in occipital areas when subjects attend selectively to events
occurring in the contralateral hemifield. In addition, right superior
parietal activation has been described during shifts of attention in
the left and right visual fields, whereas the left intraparietal sulcus
has been reported during right field shifts only (Corbetta et al.,
1993 ). Other studies of lateralized attention, however, have not
revealed parietal differences with changing direction of attention
(Heinze et al., 1994 ; Woldorff et al., 1995 ).
In a second step, we related the activation pattern obtained for single
discriminations to that obtained when subjects direct their attention
to more features of the same object. We considered three nonexclusive
hypotheses. First, activations occurring generally during
single-feature discriminations could be enhanced during discrimination
of two features. This enhancement would be especially compelling when
it exceeds the summed responses obtained during the component single
discriminations. Second, activations that occur during single
discriminations specifically when attention is either to the left or to
the right could become even more active when subjects attend to two
rather than one feature within the favored hemifield. Dual
discrimination indeed may require more intense focusing of attention to
the contralateral object location than single discrimination does.
Third, areas that are specifically more active during single
discrimination of either displacement or orientation could be activated
in parallel when the two types of attribute are attended concurrently.
Attention to displacement might activate components of the
occipitoparietal processing pathway and attention to orientation
components of the occipitotemporal pathway (Haxby et al., 1994 ). When
one task required attention to the two features, we expected to see
integrated activation of these two functionally segregated processing
streams.
Finally, we compared conditions in which attention is focused on one
object or divided between different objects in opposite hemifields. We
hypothesized that the performance decline during divided attention over
two objects might be paralleled by weaker patterns of lateralized brain
activity (Van Voorhis and Hillyard, 1977 ) or by recruitment of
additional structures because of higher task demands.
MATERIALS AND METHODS
Subjects
Fourteen men, aged between 18 and 29 years, participated in the
first experiment and 10 men, aged between 20 and 25 years, in the
second. All were strictly right-handed, drug-free, had no neurological
or psychiatric history, and had a normal brain magnetic resonance
image. They gave their written informed consent in accordance with the
Declaration of Helsinki. The experiment was approved by the Ethical
Committee of the Medical School, Catholic University of Leuven.
Stimulus characteristics
Stimuli were displayed using a VISA MC 8521 monitor (width,
14.4°; height, 10.7°) at a viewing distance of 107 cm and mounted at an angle of 52° relative to the horizontal.
First experiment. A central fixation point,
accompanied by four-dot "frames" in each visual quadrant, was
presented continuously throughout each run, a run being defined as a
sequence of consecutive trials (Fig. 1). On each
trial two circular grating patches (diameter 2.23° visual arc,
eccentricity 4.45°, spatial frequency 1.79 cycles/degree, phase-randomized) appeared for 495 msec, one in the top left and one in
the bottom right frame. The left patch was displaced by a specified
distance either above or below center within its frame. For any given
trial run, the distance of displacement was fixed, while its direction
(above or below) varied randomly. This patch also was rotated by a
specified angle either clockwise or counterclockwise from horizontal.
For any given trial run, the angle of rotation was fixed, while its
direction (clockwise or counterclockwise) varied randomly. Similarly,
the right patch was displaced by a specified distance either left or
right of center and was rotated by a specified angle, either clockwise
or counterclockwise from the vertical. An interval of 1656 msec (± random variation of 150 msec) separated onsets of one display and the
next.
Fig. 1.
First experiment. Stimulus display, described in
detail in the subsection Stimulus Characteristics.
[View Larger Version of this Image (48K GIF file)]
Choice of materials was based on a previous behavioral study by Duncan
(1993) . In that study, as here, patches of lines varied in orientation
and displacement with respect to a frame. Results showed a standard
contrast between one- and two-object tasks.
Second experiment. Stimuli were similar to those of the
first experiment. They were presented for 115 msec with an interval of
2001 msec (± random variation of 150 msec) separating onset of one
display and the next. The left grating appeared randomly in the top or
bottom quadrant and the right grating in the diagonally opposite
quadrant so that left and right visual field stimulation were matched
entirely over each run.
Task characteristics
First experiment. In the first experiment we
determined the brain activity pattern during discriminations of single
features of left and right objects and related that to the pattern
during discrimination of two features of a single object. Because of the limited number of conditions available (6), we could make the
latter comparison only for the left visual field.
In the five discrimination conditions, subjects reported, respectively,
left displacement and left orientation (ldlo), left orientation (lo),
left displacement (ld), right orientation (ro), and right displacement
(rd). Each response was a vocal two-alternative forced choice
concerning the direction of either displacement or rotation:
"boven" (above) versus "onder" (below) for left displacement, "stijgen" (go up) versus "dalen" (go down) for left
orientation, "links" (left) versus "rechts" (right) for right
displacement, and "stijgen" (go up) versus "dalen" (go down)
for right orientation. In ldlo, both displacement and orientation
responses were made on each trial, in that order. In single
discrimination conditions, a fixed, irrelevant word was spoken after
each response, equating total vocal output across conditions. Subjects
were trained to respond between the onset of one stimulus and the next.
In the control condition (det), the onset of each display was
acknowledged simply by a fixed, two-word response. Two days of practice
(96 trials/condition per day) were used to train subjects and adapt stimulus parameters (distances of displacement and angles of rotation in each condition) to each individual's performance. PET and
behavioral data were gathered on a third day. Mean angle and
displacement parameters on this third day are listed in Table
1.
Table 1.
First experiment: behavioral
parameters
Stimulus
parameters
|
% correct
responses
|
| ldlo |
lo |
ld |
ro |
rd |
ldlo |
lo |
ld |
ro |
rd |
| angle |
disp |
angle |
disp |
angle |
disp |
lo |
ld |
|
|
|
|
|
| ± 1.71 |
± 0.23 |
± 1.64 |
± 0.21 |
± 1.69 |
± 0.24 |
85.3 |
89.3 |
89.2 |
88.2 |
85.8 |
84.5 |
| 0.47 |
0.06 |
0.34 |
0.06 |
0.45 |
0.07 |
7.5 |
4.0 |
5.9 |
6.2 |
7.2 |
7.5 |
|
|
Angle parameters expressed as degrees rotation from horizontal or
vertical, displacement (abbreviated disp) parameters as degrees visual
arc from frame center, and accuracies in percentage of correct
responses. Top row, group averages; bottom row, SD.
|
|
Second experiment. In the second experiment all active tasks
required concurrent discrimination of orientation as well as displacement. We compared conditions requiring focused attention to
left or right and conditions requiring divided attention between sides.
All four active conditions shared the same type and number of attended
attributes. In one experimental condition (ldlo), subjects reported
displacement and orientation of the grating on the left, in that order.
In a second condition (rdro), subjects reported displacement and
orientation of the grating on the right, in that order. In a third
condition (ldro), they reported displacement of the left grating and
orientation of the right grating, in that order, and in a fourth
condition (lord), the orientation of the left grating and the
displacement of the right, in that order. Two baseline conditions
consisted of passive viewing (pv; no response) and detection (det;
fixed two-word response on each trial). Subjects were trained in the
same way as during the first experiment. This time, angle and
displacement parameters were fixed for a given subject across all
conditions; mean values are listed in Table 2.
Table 2.
Second experiment: behavioral
parameters
Stimulus
parameters
|
% correct
responses
|
| Angle |
Disp |
One object |
Two
objects |
| Left |
Right |
Left |
Right |
| lo |
ld |
ro |
rd |
lo |
ld |
ro |
rd |
|
| ± 5.35 |
± 0.28 |
95.7 |
73.5 |
93.0 |
83.5 |
93.6 |
71.9 |
84.2 |
77.2 |
| 1.86 |
0 |
4.5 |
15.9 |
11.8 |
8.8 |
12.6 |
14.6 |
5.4 |
12.9 |
|
|
Stimulus parameters and performances expressed as in Table 1. In
contrast with the first experiment, the angle and displacement parameters were fixed for a given subject across all conditions. First
and second columns of performance data come from condition ldlo, third
and fourth from rdro, fifth and eighth from lord, and sixth and seventh
from ldro. Top row, group averages; bottom row, SD.
|
|
Recording of eye movements
Horizontal eye movements were monitored with contact electrodes
placed on the outer ocular canthi, with a grounding electrode placed
between the eyes. To ensure detection of gaze shifts at the onset or
the end of the task, we required subjects to read aloud a digit
appearing at the fixation point just before and just after the trial
run. Electro-oculographical recordings (EOG) were stored on disk. The
EOG was calibrated for fixation and for horizontal visually guided
saccades of 2 and 4° amplitude. The EOG was inspected qualitatively
for saccades or slow gaze drift occurring during the tasks.
Data acquisition
The brain was scanned in two-dimensional mode with a PET scanner
of the type ECAT931-08-12 (CTI, Knoxville, TN) [voxel size, x = 1.878 mm, y = 1.878 mm,
z = 6.75 mm; transaxial spatial resolution, 8.5 mm
full-width of half-maximum (FWHM); axial spatial resolution, 6.75 mm
FWHM; axial field of view, 10.0 cm] (Spinks et al., 1988).
Preparatory phase. Contact electrodes were placed and
earphones installed. The subject's head was immobilized with a
thermally molded head holder and positioned parallel to the
infero-orbitomeatal line by using laser alignment beams. A rectilinear
scan was taken for positioning.
Image acquisition. A transmission scan with a
germanium-gallium source was taken to correct for attenuation. Each
subject was scanned once in each of the six different conditions, each consisting of 64 trials (106 sec). 15O-labeled
H2O (50 mCi) was injected over a period of 12 sec in 20 subjects (first and second experiment) and 40 mCi in the others (first
experiment). The task was started at the same instant as the injection.
The acquisition began as soon as the intracranial radioactivity count
rate rose sharply, i.e., on average 29 (SE 2) sec after the onset of
the task. The first 40 sec of image acquisition were used for further
analysis. The attenuation-corrected data were reconstructed as 15 planes, using filtered back projection with a Hanning filter of cut-off
frequency of 0.5 cycles/pixel. The brain tissue radiation count rate
was used as a measure of regional cerebral blood flow. The task order
for the first experiment was counterbalanced with constraints that the
detection condition came either third or fourth and that rightward and
leftward attention conditions were blocked. The task order for the
second experiment was counterbalanced with the constraint that passive
viewing and detection came in the middle. An interval of at least 15 min separated two successive injections. In the period between scans,
subjects received a 32-trial practice run of the condition to be
scanned next.
Individual data
All subsequent data analysis was performed with Statistical
Parametric Mapping, version 1995 (SPM95) (Friston et al., 1995b ). Images of all six conditions were available for each subject. The scans
from each subject were realigned by using the first image as a
reference. They were transformed stereotactically (Friston et al.,
1995a ) to a standard template in the Talairach space (Talairach and
Tournoux, 1988 ). Images were smoothed with a Gaussian filter of 20 × 20 × 12 mm3.
Group analysis
First experiment. Data were analyzed using a
randomized block design with global brain activity as a covariate of no
interest, fixed at 50 ml/dl per minute (Friston et al., 1995b ).
In the first and the second contrast, we delineated a general selective
peripheral attention network involved in covert attention across
variations in the type of attribute and in the attended hemifield.
We averaged the four single discrimination conditions and compared
detection with that average [ det and its inverse] (Table 3,
Figs. 2A, 3A).
Table 3.
General circuit for peripheral single discrimination: % rCBF increases
|
|
ldlo det |
lo det |
ld det |
ro det |
rd det |
 det |
Z |
|
| R
LPs |
18, 68,44 |
5.49 |
3.10 |
4.05 |
2.83 |
4.09 |
3.91 |
5.08 |
| BA7 |
|
| R
IPS |
36, 42,36 |
4.39 |
1.43 |
3.88 |
3.21 |
3.55 |
3.01 |
4.39 |
| BA40 |
|
| R
upper
GPrC |
34, 8,40 |
3.84 |
1.94 |
3.30 |
2.44 |
3.58 |
2.81 |
4.70 |
| BA6 |
|
| R
lower
PrCS |
44,4,28 |
2.34 |
1.91 |
2.68 |
2.65 |
3.00 |
2.52 |
4.31 |
| BA6/44 |
|
| L
pulvinar |
18, 26,4 |
3.78 |
3.66 |
3.11 |
3.74 |
3.50 |
3.56 |
4.66 |
|
First experiment. Increases revealed by the subtraction of
detection activity from mean activity over the discrimination
conditions. Anatomical name, Talairach coordinates, percentage rCBF
difference, and Z score. Threshold: corrected p < 0.05. All rCBF differences between active conditions and detection
(det) are expressed as a percentage of detection rCBF.
refers to mean activity in the four
single discrimination conditions. The Z score refers to the
-det comparison. LPs, Superior parietal lobule; IPS, intraparietal sulcus; GPrC, precentral gyrus; PrCS, precentral sulcus.
|
|
Fig. 2.
First experiment. Z-maps projected
on the mean MRI image. A, Subtraction of detection from
the mean of all single discrimination conditions. B,
Subtraction of the right object from the left object discrimination
conditions. C, Subtraction of the mean of the left-sided single discriminations from the dual discrimination condition. First,
the subject's MRI image is coregistered with the mean of his realigned
PET images. Subsequently, the subject's mean PET image is transformed
stereotactically, together with the subject's coregistered MRI.
Finally, the mean of the 14 normalized MRIs is calculated. Significance
threshold, p < 0.2.
[View Larger Version of this Image (142K GIF file)]
Fig. 3.
First experiment. All Z-maps are
thresholded at p < 0.2. The right hemisphere is on
the reader's right hand in the coronal views. A,
Subtraction of detection from the mean of all single discrimination
conditions. Left top and bottom
subquadrants, Coronal and sagittal see-through projections;
right top subquadrant, coronal slice through
y = 40 mm; left bottom
subquadrant, sagittal slice through x = 36 mm. The crosshair marks the right intraparietal sulcus.
B, Subtraction of the right object from the left object single-feature discrimination conditions. Left top and
bottom subquadrants, Coronal and sagittal see-through
projections; right top subquadrant, coronal slice
through y = 28 mm; left bottom subquadrant, sagittal slice through x = 44 mm. The crosshair marks the left lateral frontal
activation. C, Subtraction of the mean of the single
discriminations from the dual discrimination condition. Left
top and bottom subquadrants, Coronal and
sagittal see-through projections; right top subquadrant,
coronal slice through y = 56 mm; right
bottom subquadrant, sagittal slice through x = 26 mm. The crosshair marks the
left superior parietal lobule. D, Subtraction of the
left object from the right object single-feature discriminations.
Left top and bottom subquadrants, Coronal
and sagittal see-through projections; right top
subquadrant, coronal slice through y = 26 mm; right bottom subquadrant, sagittal slice through
x = 32 mm. The crosshair marks the
right lateral frontal activation.
[View Larger Version of this Image (83K GIF file)]
The subsequent two contrasts allowed us to determine where activity
depended on the direction of spatial attention. The mean of the single
discriminations of the left grating was compared with the mean of
single discriminations of the right grating [ and
] (Table 4, Figs. 2B,
3B,D).
Table 4.
Activations conditional on direction of attention: % rCBF
difference
|
|
ldlo det |
lo det |
ld det |
ro det |
rd det |
Left-right |
Right-left |
|
| R
GL |
18, 78, 12 |
3.04 |
2.78 |
3.75 |
0.13 |
0.21 |
3.31 |
- |
| BA18 |
|
|
|
|
|
|
Z = 6.05 |
- |
|
| R
sca |
16, 102, 8 |
1.85 |
3.74 |
3.79 |
0.09 |
0.11 |
3.66 |
- |
| BA17 |
|
|
|
|
|
|
Z = 4.67 |
|
| L GFm: |
L
BA9 |
42,18,40 |
2.89 |
0.3 |
0.44 |
3.96 |
3.40 |
3.14 |
- |
|
|
|
|
|
|
|
Z = 4.63 |
- |
| L IFS: |
L
BA45/46 |
46,28,20 |
4.27 |
0.84 |
0.14 |
2.49 |
3.74 |
2.77 |
- |
|
|
|
|
|
|
|
Z = 4.61 |
- |
|
| L GFi: |
L
BA47 |
38,26, 12 |
0.20 |
0.37 |
0.22 |
4.99 |
4.68 |
4.75 |
- |
|
|
|
|
|
|
|
Z = 4.61 |
- |
L
BA47 |
38,40, 8 |
1.93 |
0.93 |
1.06 |
5.7 |
5.66 |
4.69 |
- |
|
|
|
|
|
|
|
Z = 4.44 |
- |
| L lower
GPrC |
50,14,24 |
6.63 |
2.60 |
2.16 |
0.32 |
0.50 |
2.79 |
- |
| BA6/44 |
|
|
|
|
|
|
Z = 4.49 |
|
| R IFS: |
R
BA44/45 |
32,26,16 |
2.17 |
0.08 |
1.17 |
4.69 |
2.63 |
- |
3.04 |
|
|
|
|
|
|
|
- |
Z = 4.45 |
| L
GTm |
50, 12, 12 |
1.24 |
0.58 |
1.29 |
2.87 |
2.90 |
2.53 |
- |
| BA21 |
|
|
|
|
|
|
Z = 4.18 |
- |
|
|
First experiment. Foci revealed by subtraction of mean activity
in left-sided from right-sided attention conditions (or the inverse).
Anatomical name, Talairach coordinates, rCBF differences between
conditions expressed as a percentage of detection rCBF, and
Z scores. Bold, Corrected p < 0.05. GL, Lingual
gyrus; sca, calcarine sulcus; GFm, middle frontal gyrus; GFi, inferior
frontal gyrus; IFS, inferior frontal sulcus; GTm, middle temporal
gyrus. See previous table for other abbreviations.
|
|
The fifth and sixth contrasts allowed us to identify feature-specific
processing areas. We compared the mean of the single orientation
discriminations of the left and right grating with the mean of the
single displacement discriminations of the left and right grating
[ and ].
In the seventh contrast, we determined where concurrent discrimination
of two features of a left object yielded higher activity than the
average of the equivalent single discriminations. We compared
concurrent discrimination of orientation and displacement of the left
grating with the mean of the single discriminations of orientation and
displacement of the left grating [ldlo ] (Table 5, Figs. 2C,
3C).
Table 5.
Activations conditional on number of attributes attended:
% rCBF difference
|
|
ldlo det |
lo det |
ld det |
ro det |
rd det |
ldlo  |
|
| L
LPs |
24, 56,40 |
4.06 |
1.37 |
1.05 |
1.28 |
1.64 |
2.85 |
| BA7 |
|
|
|
|
|
|
Z = 4.62 |
|
| L
IFS |
46,30,24 |
5.72 |
0.27 |
0.74 |
1.72 |
3.19 |
5.49 |
| BA46 |
|
|
|
|
|
|
Z = 6.53 |
|
| L lower
GPrC |
52,14,8 |
3.99 |
0.63 |
0.13 |
1.14 |
1.23 |
4.25 |
| BA6/44 |
|
|
|
|
|
|
Z = 4.70 |
|
| L upper
GPrC |
44,0,44 |
4.66 |
0.99 |
1.85 |
0.37 |
0.75 |
3.24 |
| BA6 |
|
|
|
|
|
|
Z = 4.27 |
|
| GC |
10,20,32 |
4.80 |
0.79 |
1.83 |
1.22 |
1.14 |
3.49 |
| BA32 |
|
|
|
|
|
|
Z = 4.65 |
|
| L
GTm |
42, 46, 4 |
1.34 |
1.44 |
2.75 |
1.18 |
1.09 |
3.44 |
| BA21/37 |
|
|
|
|
|
|
Z = 4.42 |
|
|
First experiment. Foci revealed by subtraction of mean activity
in left object single-feature discriminations from dual discrimination. Anatomical name, Talairach coordinates, rCBF differences between conditions expressed as a percentage of detection rCBF, and
Z scores. Bold, Corrected p < 0.05. GC,
Cingulate gyrus. See previous tables for other abbreviations.
|
|
In each subtraction we used a significance threshold of
p < 0.05 corrected for multiple comparisons by the
standard procedure of SPM95 (Friston et al., 1995b ). Activations at a
corrected p < 0.2 also will be mentioned (Poline et
al., 1996 ). Where we wanted to further evaluate negative findings and
to determine whether they implied either absent or weak activation, we
explored the data at an uncorrected p < 0.01.
Second experiment. The first experiment provided us with an
a priori anatomical hypothesis about the areas specifically involved in
concurrent discrimination and about the areas influenced by the
direction of attention during single discrimination. In the second
experiment we examined how these a priori defined regions responded
during concurrent discrimination when subjects focused attention on a
single object in the left or in the right hemifield or when they
divided their attention over objects appearing on the left and the
right.
Brain regions were defined on the basis of the results from the first
experiment, using the subtractions ldlo , and . Voxels were included when they fulfilled two criteria. The first criterion was identical to that applied in any SPM analysis and excluded all voxels in which, in the second experiment, rCBF was lower
than 80% of the image maximum rCBF level or the F value did
not reach p < 0.05 in a one-way ANOVA over all
conditions. According to our second criterion, we only included voxels
for further analysis when they had reached a corrected p
value of p < 0.1 in one of the three above contrasts
during the first experiment. These voxels then were grouped in left and
in right regions, depending on their coordinates. Then the General
Linear Model was applied on the average radioactivity count rates in
these regions in exactly the same way as it usually is applied for
voxels (Friston et al., 1995b ). Data were analyzed using a randomized
block design with global brain activity as a covariate of no interest,
fixed at 50 ml/dl per minute (Friston et al., 1995b ). p
values were corrected by dividing the uncorrected value by the number
of regions examined (Bonferroni correction).
RESULTS
The final image smoothness estimate (FWHM) in the first experiment
was x = 21.3, y = 24.4, z = 18.7 mm and in the second x = 20.5, y = 24.0, z = 17.5 mm. The analyzed
brain volume in the first experiment extended from z = 24 to +54 mm anteriorly and 28 to +48 mm posteriorly; in the second
experiment the volume extended from z = 10 to +54 mm
anteriorly and 32 to +48 mm posteriorly.
Behavioral parameters
One subject made several saccades in the scanning session during
the orientation discrimination concerning the left grating. All other
subjects fixated well in all scanning conditions.
In the first experiment accuracies did not differ significantly between
conditions (repeated measures one-way ANOVA
F(5,12) = 1.13) (Table 1). A paired t
test between the performances on the orientation discriminations during
ldlo and during lo, for those subjects who performed both tasks with
identical orientation angle parameters, showed no significant
difference (p > 0.1). The same was true for the
displacement discriminations during ldlo and ld
(p > 0.4). The results of these t
tests confirm that subjects perform two-feature and one-feature
discriminations with equal accuracy when the two features belong to a
single object (Duncan, 1984 , 1993 ).
The accuracies in the second experiment (Table 2) were examined with a
three-way ANOVA, with number of objects, attended hemifield, and
attended attribute as within-subject factors. There was a main effect
of number of objects attended (higher accuracy for one than for two
objects, F(1,9) = 69.8, p < 0.0000) and a main effect of attended attribute (higher accuracy for
orientation than for displacement, F(1,9) = 17.6, p < 0.005). There was also a significant
interaction between number of attended objects and hemifield
(F(1,9) = 5.76, p < 0.05). In
agreement with earlier results (Duncan, 1984 , 1993 ), it was the
right-sided object (reported second) that suffered the greatest loss of
accuracy in two-object discrimination.
Attention to one feature of a peripheral object
(first experiment)
We determined which areas are involved in discriminations of
single features of single objects in the peripheral visual field by
subtracting the detection task from the average of the four single
discrimination tasks. As shown in Figures
2A and 3A, a distributed, mainly right-hemispheric circuit was activated. Activation peaks, together with their rCBF profiles, are listed in Table 3. Note that activations at p < 0.2 (corrected) are included in the figures, whereas a threshold at
p < 0.05 (corrected) is used for the tables.
This peripheral selective-attention circuit consisted of the
right intraparietal sulcus (Figs. 2A,
z = 32 mm; 3A), the right superior parietal
lobule (Fig. 2A, z = 44 mm), the
right upper precentral gyrus (Figs. 2A,
z = 44 mm; 3A), and the right lower precentral sulcus (Fig. 2A, z = 32 mm), as well as the left pulvinar (Fig. 2A,
z = 8 mm).
At p < 0.2, the right middle frontal gyrus (BA46/10;
34, 38, 20; Z = 4.05) (Figs. 2A,
z = 20 mm; 3A) and the cingulate sulcus (BA32; 8, 8, 44; Z = 4.01) (Fig.
2A, z = 32-44 mm) also were
activated, together with the right fusiform gyrus (BA19; 50, 70,
12; Z = 4.03) (Fig. 2A,
z = 16 mm) and the right middle occipital gyrus (BA19; 34, 82, 16; Z = 3.60), the left intraparietal
sulcus (BA40; 26, 40, 32; Z = 3.76) (Figs.
2A, z = 32 mm; 3A), as
well as the right anterior pallidum (20, 16, 4; Z = 3.68) (Fig. 2A, z = 8 mm).
Nearly all of these activations are located in the right hemisphere
(Fig. 3A). Does the left hemisphere, apart from the pulvinar and the intraparietal sulcus, contribute anything at all during single
discriminations of peripheral objects? To explore this, we lowered the
threshold to uncorrected p < 0.01 for the left hemisphere only. Several activations were found at approximately symmetrical locations to the right-hemispheric activations: in the left
middle occipital gyrus (BA18/19; 34, 88, 12; Z = 2.42), superior parietal cortex (BA7; 14, 68, 44; Z = 2.46), and precentral sulcus (BA6/44; 54, 6, 28; Z = 3.21). This indicates that single discriminations do not rely
exclusively on right-hemispheric areas despite a clear
right-hemispheric dominance. Several additional low-threshold
activations did not correspond to any of the areas that had been
activated in the right hemisphere at a corrected p < 0.05.
Decreases over all active conditions compared with baseline occurred in
left anterior fusiform gyrus ( 46, 14, 24; Z = 4.82), left anterior medial frontal gyrus ( 12, 58, 8;
Z = 4.83), left middle temporal gyrus ( 56, 40, 8;
Z = 5.02), left superior temporal sulcus ( 52, 60,
16; Z = 5.21), and left inferior parietal lobule
( 42, 70, 32; Z = 4.95). This pattern of
decreases in active, as compared with more passive, conditions is
consistent with what has been described previously over a wide variety
of tasks (Shulman et al., 1996 ).
Single discriminations: effect of direction of attention
(first experiment)
Occipital cortex
When subjects attended to the left instead of the right, the right
lingual gyrus (Table 4, Fig. 2B,
z = 16 to 4 mm) was significantly more active,
together with the right calcarine (Table 4). This effect extended into
the right posterior fusiform site described under the general network
(50, 70, 12; Z = 2.62).
No equivalent effect was observed on the left side during rightward
attention, even when the threshold was lowered to an uncorrected p < 0.01.
Parietal cortex
Remarkably, the direction of attention had no significant
influence on parietal activity. To explore this negative finding further, we used two strategies.
First, we probed the parietal voxels obtained in the subtraction of
detection from the averaged single discriminations. Activity in the
right superior parietal voxel at 18, 68, 44 (Table 3) or at the peak
in the right intraparietal sulcus at 36, 42, 36 (Table 3) did not
differ between leftward and rightward attention even at an uncorrected
p < 0.01. Certainly, Table 3 suggests no trend toward
higher activity during contralateral attention.
Second, we explored the brain activations in the parietal cortex
at a threshold p < 0.01 (uncorrected). Attention to
the left instead of the right produced higher activity at the junction between occipital and parietal cortex (BA19/39), both in the left hemisphere ( 34, 66, 20; Z = 3.33; percentage rCBF
difference with respect to baseline: ldlo 0.03%, lo 0.13%, ld
0.60%, ro 1.98%, rd 1.28%) and in the right (44, 66, 36;
Z = 2.59; ldlo 3.13%, lo 1.12%, ld 0.51%, ro
2.66%, rd 1.65%). When attention was to the right instead of the
left, activity increased in the right inferior parietal lobule
(BA39/40) (40, 46, 28; Z = 2.53; ldlo 1.45%, lo
0.09%, ld 1.60%, ro 2.22%, rd 1.87%). No strong conclusions can be
drawn from these nonsignificant activations.
Frontal cortex
Substantial areas of left lateral frontal cortex were more active
during attention to the left than during attention to the right (Figs.
2B, z = 16 to 44 mm; 3B,
Table 4). Conversely, right inferior frontal sulcus (BA44/45) was more
active when attention was directed to the right instead of the left
(Fig. 3D, Table 4). At p < 0.2, subtracting
leftward from rightward attention revealed a further activation in the
left orbital gyri ( 12, 36, 20; Z = 3.94).
Temporal cortex
As shown in Table 4, a region in the left middle temporal gyrus
(Figs. 2B, 3B) was more active during
leftward than during rightward attention. This area fell within an area
of net deactivation in the general circuit.
Single discriminations: effect of type of attended attribute
(first experiment)
We determined the areas specifically involved in selective
attention to orientation or to displacement by contrasting the average
of the orientation discriminations with the average of the displacement
discriminations.
Occipital cortex
The left anterior ventral occipital cortex ( 42, 44,
20, BA36/37; Z = 4.35), at the border between
fusiform and parahippocampal gyrus, was more active when subjects
attended to the orientation of the grating than when they attended to
its displacement. This difference resulted from both an increase during
orientation discrimination, as compared with baseline, and a decrease
during displacement discrimination, as compared with baseline. A
corresponding contralateral activation (36, 34, 12) fell just below
the significance threshold (p = 0.06, Z = 4.02). Another result bordering on significance also is worth noting: the right middle occipital gyrus (44, 76, 4;
BA19/37) was activated more strongly during displacement than during
orientation discrimination (p = 0.05, Z = 4.06).
Dividing attention over two features of a single object
(first experiment)
We determined which areas were more active during discrimination
of two features, as compared with single discriminations, by
contrasting the condition in which subjects attended concurrently to
orientation and displacement with the averaged conditions in which
subjects attended to either orientation or displacement. This
comparison could be made for the left visual field only.
As mentioned above, the brain activation pattern during single
discriminations (Fig. 2A), as compared with
detection, was lateralized mainly to the right. Subtracting this
pattern from the activation pattern during dual discrimination left us
with a mainly left-hemispheric activation pattern (Figs. 2C,
3C).
The activation pattern obtained from the subtraction of single from
dual discriminations (Fig. 2C) partly consisted of enhanced activity of areas active (p < 0.2) during
single discriminations (Fig. 2A): the anterior
cingulate (Fig. 2A, z = 32-44 mm),
the right superior parietal cortex (Fig. 2A,
z = 44 mm), and the left intraparietal sulcus (Fig.
2A, z = 32 mm). This was combined
with enhanced activation of specific direction-sensitive areas: left lateral frontal cortex (Fig. 2B, z = 8-44 mm). Finally, activity in the left superior parietal lobule,
which was weak during single discrimination (Z = 2.46, see above), was much enhanced during dual discrimination (Fig.
2C, z = 44 mm).
Parietal cortex
The left superior parietal activation during concurrent
discrimination (Figs. 2C, z = 44 mm;
3C) substantially exceeded the sum of the weak rCBF
increases observed during the component single discriminations (Table
5). This activation extended into the left intraparietal
sulcus (Fig. 2C, z = 32 mm).
At p < 0.2, we observed an additional activation
peak in the right medial superior parietal lobule (12, 70, 40;
Z = 3.84) (Fig. 2C).
Frontal cortex
As detailed above, a substantial area of left lateral frontal
cortex was more active during leftward than during rightward attention
(Figs. 2B, 3B). Activity in this area
increased even further with two concurrent left-field discriminations
(Figs. 2C, 3C, Table 5).
Temporal cortex
An area in the left middle temporal gyrus was activated
during concurrent discrimination with respect to single discrimination (Fig. 2C, z = 4 mm; Table 5). As the
comparison between Figure 2B (z = 16 mm) and Figure 2C (z = 4 mm) shows,
this temporal area lay posterior to the temporal activation obtained in
the subtraction of rightward attention from leftward attention. Again, this region fell within an area of net deactivation in the general circuit.
Second experiment: a priori definition of the regions
For analysis of the second experiment, we included only voxels
that, in the first experiment, had revealed a significant (corrected p < 0.1) difference between dual and the averaged
single discriminations or between right and left object single
discrimination. They were grouped as six regions, using Talairach
coordinates of the voxels: right ventral occipital (x > 0, y < 55, z < 0), left parietal (x < 0, y < 20, z > 18), left anterior cingulate (x < 0, x > 15, y > 5), left lateral
frontal (x < 0, x < 20,
y > 5), right lateral frontal (x > 0, x < 20, y > 5), and left
posterior temporal (x < 0, y < 20,
y > 55, z < 0). The latter temporal
region corresponds to the temporal activation revealed by the
subtraction of single from dual discrimination (Fig. 2C).
The anterior temporal direction-sensitive voxels shown in Figure
2B did not reach a significant F value in
the second experiment, and there was, therefore, no corresponding region in the second study. This could be attributable to the restricted volume scanned at lower levels.
We also wanted to confirm the absence of any rCBF differences in the
left ventral occipital and right parietal cortex when conditions with
rightward and leftward attention were compared. We obtained a left
ventral occipital region by mirroring the right ventral occipital area
to the other hemisphere and a parietal region by mirroring the left
parietal region. The eight resulting regions are displayed in Figure
4.
Fig. 4.
Second experiment. Localization and extent of the
a priori defined regions. A, Sagittal see-through
projection. B, Transverse projection. C,
Coronal projection. The averaged coordinates of the voxels included in
these regions follow. Left and right occipital: x = |19|, y = 84, z = 11;
left and right parietal: x = |24|, y = 58, z = 41; anterior
cingulate: x = 9, y = 15, z = 39; left lateral frontal: x = 44, y = 22, z = 24; right
lateral frontal: x = 31, y = 23, z = 18; left temporal: x = 42, y = 45, z = 3.
[View Larger Version of this Image (31K GIF file)]
Dual discrimination: effect of direction of attention
(second experiment)
Occipital cortex
As in the first experiment, right ventral occipital rCBF was
highest when attention was toward the object on the left and at its
lowest level when attention was toward the object on the right (Table
6). The difference between exclusively rightward and
exclusively leftward attention was highly significant (corrected p < 0.005).
The mirrored left ventral occipital region again demonstrated no
activation during rightward, as compared with leftward, attention (Table 6), and regional blood flow was even slightly higher during leftward attention. In the first experiment the absence of left ventral
occipital modulation could have been explained by the position of the
right stimulus in the bottom quadrant, as opposed to the position of
the left stimulus in the top quadrant (Woldorff et al., 1996 ). For the
second experiment this explanation is unsatisfactory, because stimuli
on either side appeared with equal frequency in the top or bottom
quadrant.
Parietal cortex
Neither left nor right superior parietal blood flow changed with
varying direction of attention (Table 6).
Frontal cortex
In left lateral frontal cortex, as compared with baseline
conditions (pv and det), blood flow was increased during leftward attention and decreased during rightward attention. Similar to the
findings in the first experiment, the difference between left object
and right object discrimination was highly significant (corrected
p < 0.005) (Table 6).
The a priori defined right inferior frontal region was not influenced
significantly by the direction of attention (Table 6). When we examined
the data from the second experiment without a priori selection
criteria, however, a weak right inferior frontal activation (42, 32, 8; Z = 3.13), lying below the predefined region, was
observed during attention to the right (% rCBF difference: ldlo det, 4.12%; rdro det, 0.35%; lord det, 1.91%;
ldro det, 1.84%). Because the lowest anterior brain level
scanned was at z = 10 mm, we cannot exclude any
direction effect occurring below that level.
As in the first experiment, anterior cingulate rCBF was higher during
concurrent discrimination than during detection. It was not influenced
by the direction of attention (Table 6).
Dividing attention over two hemifields (second experiment)
When we examined the data from the second experiment without
any a priori selection and contrasted the average of single- with the
average of dual-object conditions [subtraction (ldlo + rdro) (ldro + lord)], we found no significant (corrected p < 0.2)
differences.
Occipital and frontal cortex
When subjects divided their attention between objects in the two
visual hemifields, blood flow in the a priori defined right occipital
and left lateral frontal regions lay in between the more extreme levels
obtained during exclusively leftward or rightward attention (Table 6).
The classical subtraction (ldlo + rdro) (ldro + lord) had overlooked
this effect as it failed to show that the component conditions during
focused attention (ldlo and rdro) yielded blood flow levels at extreme
ends, whereas the levels during divided attention (ldro and lord) lay
midway between these extremes. Obviously, if such an effect were
obtained in regions defined by the contrast between leftward and
rightward conditions in the second experiment, it might have been an
artifact induced by selection bias. Critically, the regions studied
were defined a priori in an independent experiment, and, therefore, the
average rCBF level during divided attention most probably reflects a
true physiological substrate for divided attention.
Parietal cortex
Dividing attention between two objects had no effect on superior
parietal regions (Table 6).
DISCUSSION
Single discriminations: direction-insensitive regions
The activations during single peripheral discriminations
(p < 0.2) that were not influenced by the
direction of attention were the right superior parietal lobule, the
intraparietal sulcus bilaterally, the right upper and lower premotor
cortex, the anterior cingulate, and the left pulvinar (Fig.
2A).
Earlier neuropsychological (Posner et al., 1987 ; Posner and Petersen,
1990 ) and PET experiments concerning shifting (Corbetta et al., 1993 )
or maintaining of peripheral attention (Vandenberghe et al., 1996 )
convincingly demonstrated that the parietal cortex fulfills a function
in peripheral orienting of attention. Given the conventional role of
parietal cortex in controlling the attentional focus (Posner and
Petersen, 1990 ), a clear expectation might have been that parietal
activity, in as far as it reflects peripheral orienting, would be
modulated by direction of attention. Despite the strong parietal
activations observed in some of our other subtractions, no such
modulation was observed.
It is worth noting that two earlier PET studies of visuospatial
attention also failed to reveal any parietal direction sensitivity (Heinze et al., 1994 ; Woldorff et al., 1996 ). In both of these studies
the relevant stimulus was presented at a fixed peripheral location with
distractors present in the ignored hemifield, as in our experiment. In
a third study there was some trend toward higher parietal activation on
the side opposite to the attended hemifield (Corbetta et al., 1993 ).
Even in this study, however, parietal activation was clearly bilateral,
and, in fact, differences between leftward and rightward attention
conditions were not demonstrated directly in a statistical way.
Furthermore, experimental differences could account for the different
results. For instance, the study by Corbetta et al. (1993) required
systematic attention shifts among many locations within the selected
hemifield. One key feature of the hemineglect syndrome after parietal
lesions is a disengagement deficit that is restricted mainly to the
contralateral visual hemifield (Posner et al., 1987 ; Posner and
Petersen, 1990 ). This deficit is manifest when attention has to be
shifted but is less obvious when attention remains on the cued
location. One interpretation of all these results is that superior
parietal activity depends on the attended hemifield only under certain
shifting conditions, possibly depending on whether distractors are
presented in the ignored hemifield. Whether or not this hypothesis is
confirmed, it seems clear that there is little lateralization during
sustained leftward or rightward attention in the presence of bilateral
visual stimulation.
It remains to be seen what cognitive processes are associated with the
direction-insensitive parietal activity we observed. In a previous
study parietal activation was associated with attention to peripheral
targets rather than to central targets (Vandenberghe et al., 1996 ),
arguing for a role in the attentive processing of peripheral events. On
the other hand, activation of the same or a nearby region with PET
during nonspatial tasks indicates that parietal cortex also fulfills a
more general role in maintaining cognitive readiness or alertness
(Pardo et al., 1991 ; Coull et al., 1996 ). More work will be needed to
discriminate such alternatives.
Other direction-insensitive components of the general peripheral
selective-attention network (see Table 3) were left pulvinar, right
upper and lower premotor cortex, and right anterior cingulate. Structures near or identical to the premotor activations described have
been reported by others studying covert (Corbetta et al., 1993 ) or
overt orienting (Anderson et al., 1994 ; Sweeney et al., 1996 ). In the
absence of any modulation by our current (Table 3) or previous
(Vandenberghe et al., 1996 ) experimental manipulations, our data do not
help us to specify further the precise contribution of these regions to
covert peripheral attention.
Single discriminations: direction-sensitive regions
The left lateral frontal and right ventral occipital cortex
were strongly influenced by the direction of attention: left frontal rCBF was higher when attention was directed ipsilaterally (Figs. 2B, 3B, Tables 4, 6), and right ventral
occipital rCBF was higher when attention was directed contralaterally
(Fig. 2B, Tables 4, 6). A complementary (Table 4) but
less consistent (Table 6) effect was found during rightward attention
in the right inferior frontal sulcus (Fig. 3D). The right
occipital modulation is in agreement with earlier ERP (Mangun et al.,
1993 ; Heinze et al., 1994 ) and PET reports (Heinze et al., 1994 ),
although these studies also found complementary effects in the left
occipital lobe. Left-sided occipital effects of direction of attention
were entirely absent in our experiments.
Our two experiments demonstrate unequivocally that left lateral
frontal blood flow is sensitive to the direction of attention; it is
higher during leftward than during rightward attention. The contrasts
revealing this effect are narrowly matched for all processes except for
direction of attention. These results were unexpected. The ipsilateral
localization gives us a possible clue regarding the underlying spatial
attentional process. Lateral frontal lesions can give rise to an
imbalance in unilateral orienting, and lateral frontal patients may
show increased orienting to the contralateral hemispace in covert
attention (Mennemeier et al., 1994 ), oculomotor tasks (Guitton et al.,
1985 ; Butter et al., 1988 ), and manual tasks (Kwong and Heilman, 1991 ),
although contralateral neglect also has been described (Heilman and
Valenstein, 1972 ). Lateral frontal lesions, including the frontal eye
fields, also can lead to increased latencies of ipsilateral reflexive
saccades (Henik et al., 1994 ). Several hypotheses have been put
forward. Ipsilesional systems that orient attention to the
contralesional side may be released from tonic inhibition exerted by
the frontal cortex (Kwong and Heilman, 1991 ). Alternatively,
contralesional systems that orient attention to the ipsilesional side
may be deprived from the facilitation normally exerted by the frontal cortex on the lesioned side (Henik et al., 1994 ). These lesion data and
the current findings require us to postulate a model in which covert
orienting results from the balance among inhibitory, disinhibitory, and
facilitatory influences within a distributed attentional system,
including the lateral frontal cortex. The complex interplay among
different components of such a system may be reminiscent of much better
known oculomotor (Wallace et al., 1989 , 1990 ) and motor systems
(Alexander et al., 1986 ). Within such a model the absolute sign of the
frontal blood flow difference is hard to interpret and may reflect
inhibitory, disinhibitory, and facilitatory influences. At the current
state of knowledge, several of these mechanisms could account equally
well for changes in the balance between leftward and rightward
attentional biases.
Dual discrimination
Behavioral data confirmed the efficiency with which we
divide attention over several features of a single object (see Table 1)
(Duncan, 1984 , 1993 ). As a first underlying physiological mechanism,
activations present during attention for single features of peripheral
objects were enhanced during attention to two features. Second,
activity in areas sensitive to the direction of spatial attention was
enhanced when subjects attended to more features in the favored
hemifield. The current experiments did not provide us with evidence in
favor of our third a priori hypothesis, predicting parallel activation
of feature-specific processing areas. This may be attributable mainly
to the limited segregation of displacement and orientation processing,
as revealed in the current rCBF data.
Dual discrimination: enhancement in
direction-insensitive regions
The components of the peripheral attention circuit that were
sensitive to the number of attended attributes, but not to the direction of attention, were the superior parietal lobules and the
intraparietal sulci and the anterior cingulate.
When subjects attended to two attributes concurrently, parietal
activity was enhanced, most prominently so in the left superior parietal lobule. This marked enhancement (Figs. 2, 3C)
exceeded the summed responses obtained during the component single
discriminations. It could reflect the higher demands that concurrent
discriminations put on peripheral attention resources in comparison
with single discriminations, enabling the subjects to maintain
unchanged performance parameters. Although the right-hemispheric
components of the peripheral selective-attention network are already
involved even in less demanding peripheral selective-attention tasks
(Fig. 2A), symmetrical left-hemispheric areas become
more active when the attentional load increases (Fig.
2C).
Similarly, the anterior cingulate activation obtained during single
discrimination was enhanced further during dual discrimination (see
Table 5). The absence of any modulation by our other task variables in
this region leaves open a number of possible interpretations. For
instance, anterior cingulate activation could be attributed to divided
attention (Corbetta et al., 1991 ), dual task performance (Fletcher et
al., 1995 ) or differences in response selection requirements (Deiber et
al., 1991 ).
Dual discrimination: enhancement in
direction-sensitive regions
The left lateral frontal region we describe shows a combined
effect of the number of attended attributes (Figs. 2C,
3C, Table 5) and direction of attention (Figs.
2B, 3B, Table 6). This combined effect is
observed in its prefrontal as well as its lower premotor component
(Table 5).
If we considered the left lateral frontal activation during dual,
as compared with single, discrimination in isolation from the strong
effect of direction of spatial attention, we might attribute it to
linguistic or general cognitive (D'Esposito et al., 1995 ) differences
between the dual and single discrimination tasks used. We cannot
exclude that the extensive activation observed includes subregions
involved in these processes. These alternative hypotheses only fall
short in explaining the effect of direction of attention observed in
the overall region (Table 6) and in its most significant components
(Table 5). The dual discrimination conditions with a left or with a
right object were matched strictly in linguistic and working memory
aspects. The combined effect of the number of attended attributes and
direction of attention can be explained most parsimoniously as
indicative for a spatial attentional process and may reflect the higher
intensity with which spatial attention is directed toward the attended
hemifield and away from the ignored hemifield during dual, as compared
with single, discrimination.
Dividing attention over objects in opposite hemifields
When subjects perform two feature discriminations
concurrently, accuracy declines when the two features belong to two
different objects (Duncan, 1984 , 1993 ). This was confirmed by the
behavioral results obtained in the second experiment (see Table 2). The PET results suggest a physiological homolog of this behavioral cost.
When subjects divided attention over the two hemifields, levels of
blood flow in left lateral frontal and right ventral occipital cortex
were intermediate between the extreme values obtained during
exclusively leftward or rightward attention (see Table 6). The rCBF
difference between divided and focused attention is in agreement with
the above interpretation that the frontal effects could reflect the
intensity with which attention is directed ipsilaterally and away from
the contralateral hemifield. The right occipital effects could reflect
enhanced processing of the contralateral stimulus during focused, as
compared with divided, attention.
Conclusion
In conclusion, these experiments provide us with a
physiological expression of how the brain copes efficiently with
dividing attention over features of single objects. First, left
superior parietal and anterior cingulate activation during single
discriminations are strongly enhanced during dual discrimination,
regardless of the direction of attention. Second, a left lateral
frontal region that is activated when attention is toward the
ipsilateral field is even more active when more features are attended
within the ipsilateral visual field. We hypothesize that both
activations reflect the increased intensity with which attention is
directed toward a peripheral object.
On the other hand, the behavioral loss incurred when we divide
our attention between objects in opposite hemifields is paralleled by a
very specific occipitofrontal pattern (see Table 6): whereas activity
in this set of regions reaches its extreme levels when subjects focus
exclusively on the left or on the right object, their activity lies in
between when the subjects divide their attention. Whereas the two
extreme brain states during focused attention may relate to the
behavioral gain of focusing attention on one single object, the
"compromise" state possibly could relate to the behavioral loss
observed when we divide attention over more objects.
FOOTNOTES
Received Nov. 19, 1996; revised Feb. 25, 1997; accepted Feb. 28, 1997.
This work was supported by a grant from the Human Frontier Science
Program, from the Belgian National Research Council (Grants 9.0007.88 and 3.0043.89), and from the Queen Elizabeth Medical Foundation. R.V.
is a research fellow and P.D. a postdoctoral fellow of the Belgian
National Research Council. We are grateful to R. S. J. Frackowiak and
K. J. Friston for making the SPM software available. We appreciate the
help of Chantal Fransen, who trained the subjects, and we thank the
technical staff of the Positron Emission Tomography Unit in Leuven for
their assistance.
Correspondence should be addressed to Dr. J. Duncan, MRC Applied
Psychology Unit, 15 Chaucer Road, Cambridge CB2 2EF, United Kingdom.
REFERENCES
-
Alexander G,
Long M,
Strick P
(1986)
Parallel organization of functionally segregated circuits linking basal ganglia and cortex.
Annu Rev Neurosci
9:357-381[Web of Science][Medline].
-
Anderson T,
Jenkins I,
Brooks D,
Hawken M,
Frackowiak R,
Kennard C
(1994)
Cortical control of saccades and fixation in man: a PET study.
Brain
117:1073-1084[Abstract/Free Full Text].
-
Butter C,
Rapcsak S,
Watson R,
Heilman K
(1988)
Changes in sensory inattention, directional akinesia, and release of the fixation reflex following a unilateral frontal lesion: a case report.
Neuropsychologia
26:533-545[Web of Science][Medline].
-
Corbetta M,
Miezin F,
Dobmeyer S,
Shulman G,
Petersen S
(1991)
Selective and divided attention during visual discriminations of shape and color and speed: functional anatomy by positron emission tomography.
J Neurosci
11:2383-2402[Abstract].
-
Corbetta M,
Miezin F,
Shulman G,
Petersen S
(1993)
A PET study of visuospatial attention.
J Neurosci
13:1202-1226[Abstract].
-
Coull J,
Frith C,
Frackowiak RSJ,
Grasby P
(1996)
A fronto-parietal network for rapid visual information processing: a PET study of sustained attention and working memory.
Neuropsychologia
34:1085-1095[Web of Science][Medline].
-
Deiber MP,
Passingham R,
Colebatch K,
Nixon P,
Frackowiak RSJ
(1991)
Cortical areas and the selection of movement: a study with positron emission tomography.
Exp Brain Res
84:393-402[Web of Science][Medline].
-
Desimone R,
Duncan J
(1995)
Neural mechanisms of selective visual attention.
Annu Rev Neurosci
18:193-222[Web of Science][Medline].
-
D'Esposito M,
Detre J,
Alsop D,
Shin R,
Atlas S,
Grossman M
(1995)
The neural basis of the central executive system of working memory.
Nature
378:279-281[Medline].
-
Duncan J
(1984)
Selective attention and the organization of visual information.
J Exp Psychol Gen
113:501-517[Web of Science][Medline].
-
Duncan J
(1993)
Coordination of what and where in visual attention.
Perception
22:1261-1270[Web of Science][Medline].
-
Egly R,
Driver J,
Rafal R
(1994)
Shifting visual attention between objects and locations: evidence from normal and parietal lesion subjects.
J Exp Psychol Gen
123:161-177[Web of Science][Medline].
-
Fletcher P,
Frith C,
Grasby P,
Shallice T,
Frackowiak RSJ,
Dolan R
(1995)
Brain systems for encoding and retrieval of auditory-verbal memory: an in vivo study in humans.
Brain
118:401-416[Abstract/Free Full Text].
-
Friston KJ,
Ashburner J,
Poline J,
Frith C,
Heather J,
Frackowiak RSJ
(1995a)
Spatial realignment and normalization of images.
Hum Brain Mapp
2:165-189.
-
Friston KJ,
Holmes A,
Worsley K,
Poline J,
Frith C,
Heather J,
Frackowiak RSJ
(1995b)
Statistical parametric maps in functional imaging: a general approach.
Hum Brain Mapp
2:189-210.
-
Guitton D,
Buchtel H,
Douglas R
(1985)
Frontal lobe lesions in man cause difficulties in suppressing reflexive glances and in generating goal-directed saccades.
Exp Brain Res
58:455-472[Web of Science][Medline].
-
Haxby J,
Horwitz B,
Ungerleider L,
Maisog J,
Pietrini P,
Grady C
(1994)
The functional organization of human extrastriate cortex: a PET-rCBF study of selective attention to faces and locations.
J Neurosci
14:6336-6353[Abstract].
-
Heilman K,
Valenstein E
(1972)
Frontal lobe neglect in man.
Neurology
22:660-664[Free Full Text].
-
Heinze H,
Mangun G,
Burchert W,
Hinrichs H,
Scholzan M,
Munte T,
Gos A,
Scherg M,
Johannes S,
Hundeshagen H,
Gazzaniga MS,
Hillyard SA
(1994)
Combined spatial and temporal imaging of brain activity during visual selective attention in humans.
Nature
372:543-546[Medline].
-
Henik A,
Rafal R,
Rhodes D
(1994)
Endogenously generated and visually guided saccades after lesions of the human frontal eye fields.
J Cognit Neurosci
6:400-411.[Web of Science]
-
Kwong S,
Heilman K
(1991)
Ipsilateral neglect in a patient following a unilateral frontal lesion.
Neurology
41:2001-2004[Abstract/Free Full Text].
-
Mangun R,
Hillyard SA,
Luck S
(1993)
Electrocortical substrates of visual selective attention.
In: Attention and performance, Vol XIV (Meyer D,
Kornblum S,
eds), pp 219-243. Cambridge, MA: MIT.
-
Mennemeier M,
Chatterjee A,
Watson R,
Wertman E,
Carter L,
Heilman K
(1994)
Contributions of the parietal and frontal lobes to sustained attention and habituation.
Neuropsychologia
32:703-716[Web of Science][Medline].
-
Pardo J,
Fox P,
Raichle M
(1991)
Localization of a human system for sustained attention by positron emission tomography.
Nature
349:61-64[Medline].
-
Poline JB,
Vandenberghe R,
Holmes A,
Friston KJ,
Frackowiak RSJ
(1996)
Reproducibility of PET activation studies: lessons from a multi-center European experiment.
NeuroImage
4:34-54.[Web of Science][Medline]
-
Posner M,
Petersen S
(1990)
The attention system of the human brain.
Annu Rev Neurosci
13:25-42[Web of Science][Medline].
-
Posner M,
Walker J,
Friedrich F,
Rafal R
(1987)
How do the parietal lobes direct covert attention?
Neuropsychologia
25:135-145[Web of Science][Medline].
-
Shulman G,
Buckner R,
Corbetta M,
Miezin F,
Raichle M,
Petersen S
(1996)
Consistent cortical blood flow decreases during active visual tasks relative to passive viewing.
NeuroImage
3:197.
-
Sweeney J,
Mintun M,
Kwee S,
Wiseman M,
Brown D,
Rosenberg D,
Carl J
(1996)
Positron emission tomography study of voluntary saccadic eye movements and spatial working memory.
J Neurophysiol
75:454-468[Abstract/Free Full Text].
-
Talairach J,
Tournoux P
(1988)
In: Co-planar stereotaxic atlas of the human brain. New York: Thieme.
-
Vandenberghe R,
Dupont P,
De Bruyn B,
Bormans G,
Michiels J,
Mortelmans L,
Orban GA
(1996)
The influence of stimulus location on the brain activation pattern in detection and orientation discrimination.
Brain
119:1263-1276[Abstract/Free Full Text].
-
Van Voorhis S,
Hillyard SA
(1977)
Visual evoked potentials and selective attention to points in space.
Percept Psychophys
22:54-62[Web of Science].
-
Vecera S,
Farah M
(1994)
Does visual attention select objects or locations?
J Exp Psychol Gen
123:146-160[Web of Science][Medline].
-
Wallace S,
Rosenquist A,
Sprague J
(1989)
Recovery from cortical blindness mediated by destruction of nontectotectal fibers in the commissure of the superior colliculus in the cat.
J Comp Neurol
284:429-450[Web of Science][Medline].
-
Wallace S,
Rosenquist A,
Sprague J
(1990)
Ibotenic acid lesions of the lateral substantia nigra restore visual orientation behavior in the hemianopic cat.
J Comp Neurol
296:222-252[Web of Science][Medline].
-
Woldorff M,
Fox P,
Matzke M,
Veeraswamy S,
Jerabek P,
Martin C
(1995)
Combined PET and ERP study of sustained visual spatial attention and visual target detection.
Hum Brain Mapp
2:49.
-
Woldorff M,
Fox P,
Matzke M,
Lancaster J,
Veeraswamy S,
Zamarripa F,
Seabolt M,
Glass T,
Gao J,
Martin C,
Jerabek P
(1996)
Visual spatial attention: integration of PET and ERP data.
NeuroImage
3:242.
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