The Journal of Neuroscience, August 13, 2003, 23(19):7395-7406
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The Retinotopic Organization of Primate Dorsal V4 and Surrounding Areas: A Functional Magnetic Resonance Imaging Study in Awake Monkeys
Denis Fize,1
Wim Vanduffel,1,2
Koen Nelissen,1
Katrien Denys,1
Christophe Chef d'Hotel,3
Olivier Faugeras,3 and
Guy A. Orban1
1Laboratorium voor Neuroen Psychofysiologie,
Katholieke Universiteit Leuven, Campus Gasthuisberg, Leuven B-3000, Belgium,
2Massachusetts General Hospital/Massachusetts
Institute of Technology/Harvard Medical School Athinoula A. Martino's Center
for Biomedical Imaging, Charlestown, Massachusetts 02129, and
3Equipe Odyssée, Institut National de Recherche
en Informatique et en Automatique (INRIA), INRIA-Sophia-Antipolis, BP93, 06902
Sophia-Antipolis Cedex, France
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Abstract
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Using functional magnetic resonance imaging (fMRI), we mapped the
retinotopic organization throughout the visual cortex of fixating monkeys. The
retinotopy observed in areas V1, V2, and V3 was completely consistent with the
classical view. V1 and V3 were bordered rostrally by a vertical meridian
representation, and V2 was bordered by a horizontal meridian. More anterior in
occipital cortex, both areas V3A and MT-V5 had lower and upper visual field
representations split by a horizontal meridian. The rostral border of dorsal
V4 was characterized by the gradual transition of a representation of the
vertical meridian (dorsally) to a representation of the horizontal meridian
(more ventrally). Central and ventral V4, on the other hand, were rostrally
bordered by a representation of the horizontal meridian. The eccentricity
lines ran perpendicular to the ventral V3-V4 border but were parallel to the
dorsal V3-V4 border. These results indicate different retinotopic
organizations within dorsal and ventral V4, suggesting that the latter regions
may not be merely the lower and upper visual field representations of a single
area. Moreover, because the present fMRI data are in agreement with previously
published electrophysiological results, reported distinctions in the
retinotopic organization of human and monkey dorsal V4 reflect genuine species
differences that cannot be attributed to technical confounds. Finally, aside
from dorsal V4, the retinotopic organization of macaque early visual cortex
(V1, V2, V3, V3A, and ventral V4) is remarkably similar to that observed in
human fMRI studies. This finding indicates that early visual cortex is mostly
conserved throughout hominid evolution.
Key words: functional imaging; macaque; retinotopy; extrastriate cortex; cortical magnification; homology
 |
Introduction
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Typically, visual cortical areas can be identified on the basis of
differences in anatomical connections, cytoarchitecture, myeloarchitecture,
functional properties, and retinotopic organization. Using these criteria,
monkey visual cortex has been tentatively parceled into >30 different
visual areas (Felleman and Van Essen,
1991
); however, although borders of early visual areas are well
established (Daniel and Whitteridge,
1961
; Zeki, 1977b
;
Van Essen et al., 1984
),
defining borders has proven to be more complex in extrastriate cortex
(Van Essen, 2003
). Indeed,
alternative parcellation schemes have been proposed for area V4 [dorsolateral
("DL") and dorsomedial ("DM") by Kaas and colleagues
(2001)], as well as the for the complete extent of inferotemporal (Van Essen
et al., 2003) and posterior parietal cortex
(Seltzer and Pandya, 1978
;
Colby et al., 1988
;
Andersen et al., 1990
;
Boussaoud et al., 1990
;
Felleman and Van Essen, 1991
;
Preuss and Goldman-Rakic,
1991
; Lewis and Van Essen,
2000
).
The recent development of noninvasive functional imaging techniques has led
to the paradoxical situation that, although virtually nothing was known about
the retinotopic organization of human visual cortex a decade ago, it is
currently mapped in a more systematic manner than that of nonhuman primates
(Engel et al., 1994
;
Sereno et al., 1995
;
DeYoe et al., 1996
;
Goebel et al., 1998
;
Hadjikhani et al., 1998
;
Kastner et al., 1998
;
Wandell, 1999
;
Grill-Spector et al., 2000
;
Tootell and Hadjikhani, 2001
;
Huk et al., 2002
). In the
present study, we exploited the advantages of whole-brain in vivo
imaging techniques and applied them to monkeys
(Logothetis et al., 1999
;
Vanduffel et al., 2001
).
Because response properties might vary significantly between awake and
anesthetized animals (Pack et al.,
2001
), and because higher tier areas [e.g., V4, middle superior
temporal (MST), areas within the intraparietal sulcus (IPS), TE] are more
difficult to activate under anesthesia
(Rainer et al., 2001
), we
performed the retinotopic mapping experiments in awake rather than
anesthetized monkeys (Logothetis et al.,
1999
; Brewer et al.,
2002
).
In addition to validating the boundaries of early areas, we focused on V4
because its anterior border is still controversial
(Van Essen and Zeki, 1978
;
Maguire and Baizer, 1984
;
Gattass et al., 1988
;
Brewer et al., 2002
;
Lyon and Kaas, 2002
;
Pigarev et al., 2002
). Some of
these authors (Brewer et al.,
2002
) have added confusion to this debate by assigning both a
horizontal (their Fig. 8), or a
vertical meridian (their Fig. 14) to the anterior border of ventral V4 within
a single study. Furthermore, it has been suggested that, unlike monkey dorsal
V4 (V4d), its human topological equivalent lacks a clear retinotopic
organization (Bartels and Zeki
2000
; Tootell and Hadjikhani,
2001
). Therefore, if awake monkey functional magnetic resonance
imaging (fMRI) were to reveal a retinotopic organization within V4d similar to
that described by monkey electrophysiology, differences in the retinotopic
organization of human and monkey V4d could not be explained by technical
confounds and would have to be attributed to the difference in species.

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Figure 5. Lower and upper visual field representations in the dorsal anterior visual
cortex. A, Summary view of the right hemisphere of M3. Same
conventions as in Figures 1 and
2. The yellow box indicates the
position of the detailed activity maps of all four monkeys as shown in B.
B, Upper (blue color code) and lower (yellow color code) visual field
representations (p < 0.05, corrected for multiple comparisons) in
the dorsal anterior cortex of the eight hemispheres (left hemisphere is on the
left, right hemisphere on the right). Yellow labels and arrows indicate
locations shown in the brain sections in C and D. C, Upper
(blue) and lower (yellow) visual fields representations overlaid onto coronal
brain sections of M1. The activities are highly thresholded to obtain good
spatial specificity and to visualize the underlying anatomy. Horsley-Clarke
coordinates are indicated on the left bottom of each section. Left hemisphere
is on the left. Scale bars represent t-scores. D, Sagittal
brain section of the left hemisphere of M3; same conventions as
C.
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Finally, we attempted to isolate V3A, middle temporal area (MT/VS), and TEO
on the basis of their presumptive representation of the complete contralateral
hemifield (Gattass and Gross,
1981
; Van Essen et al.,
1981
; Gaska et al.,
1988
; Boussaoud et al.,
1991
; Tootell et al.,
1997
).
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Materials and Methods
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Four male (M1, M3, M4, and M5) rhesus monkeys (4-6 kg) were used in the
first experiment, and two (M1 and M5) were used in the second and third
experiments. The surgical procedures and training of the animals were similar
to those described by Vanduffel et al.
(2001
) and are summarized
briefly here. Before MR scanning, each monkey was implanted with an
MR-compatible plastic headset, which was covered by dental acrylic. All
operations were performed under isoflurane (1.5%)/N2O
(50%)/O2 (50%) anesthesia. Antibiotics (50 mg/kg, i.m.; Kefzol,
Lilly, Brussels, Belgium) and analgesics (4 mg/kg, i.m.; Dolzam, Zambon,
Brussels) were given daily for 3-7 d after each surgery. The surgical
procedures conformed to national, European, and National Institutes of Health
guidelines for the care and use of laboratory animals.
After recovery, the monkeys were adapted to a plastic restraining chair and
then habituated to the sounds of MR scanning in a "mock" MR bore.
The monkeys were seated comfortably on their haunches, in the so-called
"sphinx" position. Subjects were water deprived during the period
of testing, and behavioral control was achieved using operant conditioning
techniques. They were trained to a high-acuity orientation discrimination task
that was used to calibrate a pupil-corneal reflection tracking system
(RK-726PCI, Iscan, Cambridge, MA). Once this eye-tracking system was
calibrated, we presented a fixation spot only. The monkey was rewarded for
maintaining fixation within a square-shaped central fixation window (2° on
a side). The interval between rewards was decreased systematically (from 2500
to 500 msec) as the monkey maintained its fixation within the window during
the "trials." Each trial could be infinitely long and was
interrupted only when the monkey made an eye-movement outside the fixation
window. After fixation performance reached asymptote (after 20 -50 training
sessions), the monkey in its plastic restraining box was placed into a
horizontal bore, 1.5 T Siemens Sonata scanner equipped with echo-planar
imaging. A radial surface coil (10 cm diameter) was positioned immediately
over the head. This coil covered sufficiently the whole monkey brain. Before
each scanning session, a single bolus of Monocrystalline Iron Oxide
Nanoparticle (MION) (4 -11 mg/kg), diluted in an isotonic sodium citrate, pH
8.0,
1-2 ml, was injected intravenously into the femoral vein.
Approximately 5-10 min after injection, we started the acquisition of the
functional volumes. After a series of scanning sessions of 1-3 weeks, we
administered an iron chelator (1 mg/d, i.m.; deferoxaminum, Desferal,
Novartis, Brussels) to the monkeys for 4-6 d.
During the training and the fMRI experiments, the monkeys were required to
maintain their fixation within the window throughout the acquisition of a
single time-series (or scan). The monkeys were allowed to break fixation in
the periods between consecutive time-series. Obviously, it is almost
impossible to fixate within a window of 2 x 2° for >576 sec
(i.e., the maximal duration of a time-series in the present experiment);
however, because of the extended training of the subjects (subjects M1, M3,
and M4 were trained for 1-4 years before the present experiments and
participated in a number of other passive viewing experiments), the monkeys
made only a few eye movements outside the fixation window. No systematic
correlation between the type of stimulus and saccadic eye movements was
observed. The visual stimuli were not removed from the display when the
monkeys made a saccade outside the fixation window. Rather, eye
movement-related activity was dissociated from stimulus-linked activity during
the statistical analysis by including the eye traces in the general linear
model as a covariate of no interest [after thresholding and convolving the eye
traces with the MION response function, we subsampled the eye traces (50 Hz)
to the repetition time (TR) (2.4 sec)
(Vanduffel et al., 2001
)].
Using a similar approach we also excluded movement-related from
stimulus-linked activity by including the motion realignment parameters (for
the three rotation and three translation axis) in the statistical analysis as
a variable of no interest.
Visual stimuli were projected from a Barco 6300 LCD projector (1024 x
768 pixels, 60 Hz refresh rate) using customized optics (Buhl Optical) onto a
screen that was positioned in front of the monkey's eyes at a distance of 54
cm. The stimuli (except for the eccentricity experiment) covered 28° of
the visual field. In the first experiment, five types of stimuli were used:
(1) a 12° wedge, centered on the horizontal meridian axis and symmetric
with respect to the fixation point (referred to as "horizontal
meridian" or HM stimulus); (2) a 24° wedge, centered on the vertical
meridian axis and symmetric with respect to the fixation point
("vertical meridian" or VM stimulus); (3) a 168° wedge,
symmetric with respect to the upper vertical meridian axis ("upper
visual field" or UVF stimulus); (4) a 168° wedge, symmetric to the
lower vertical meridian axis ("lower visual field" or LVF
stimulus); and (5) a central disk (3° diameter) referred to as
"central visual field" or CVF stimulus. In the second experiment,
the central visual field stimulus was used in addition to three annuli
centered on the fixation point, with respective inner and outer radii of
[1.5-3.5], [3.5-7], [7-14] degrees eccentricity. All of these stimuli were
composed of four different textures randomly alternating every 0.9 sec: a
colored flickering checkerboard (flickering at 4 Hz), an achromatic flickering
checkerboard (same refresh rate), moving white dots (0.25° diameter, speed
4° per second, 10% dot density, moving in eight directions, randomly
changing in 45° intervals), and moving white lines (0.1° thickness,
same speed and density as the dots, moving in eight directions, randomly
changing in 45° intervals). In the last experiment, we not only presented
the principal meridians but also wedges confined to 12° of the visual
field centered over the 45 diagonals (relative to the vertical meridian). In
the latter test, we randomized the epochs with stimuli confined to the HM, the
VM, the clockwise "oblique" (tilted 45° from vertical), the
anticlockwise oblique (tilted -45° from vertical), and the no-stimulus
condition. As in all other experiments listed above, the order of stimulus
types was randomized from time-series to time-series. Furthermore, we repeated
the same order two or three times within a single time-series (e.g., two
examples of stimulus orders that we used are:
HM-VM-UVF-LFV-CVF-no-stimulus-HM-VM-UVF-LFV-CVF-no-stimulus-HM-VM-UVF-LFV-CVF-no-stimulus,
and
LVF-no-stimulus-HM-CVF-VM-UVF-LVF-no-stimulus-HM-CVF-VM-UVF-LVF-no-stimulus-HM-CVF-VM-UVF).
A block design was used in each scan (block durations 24 sec). Each scan or
time-series consisted of minimal 180 and maximal 240 functional volumes (i.e.,
they were 432-576 sec long). The functional volumes were gradient-echoplanar
images (GE-EPI) covering the whole brain [EPI; TR 2.4 sec; echo time (TE) = 28
msec; 64 x 64 matrix; 2 x 2 x 2 mm voxels; 32 contiguous
sagittal slices]. In a separate session, an anatomical three-dimensional
magnetization prepared rapid acquisition gradient-echo volume (1 x 1
x 1 mm voxel size) was acquired using a small volume coil (commercial
Siemens "knee-coil") while the monkey was anesthetized. These
anatomical volumes were placed in the Horsley-Clark stereotaxic space.
Only scanning sessions during which the behavioral performance of the
monkeys was acceptably high (>80% fixation of the total scan duration) were
considered for statistical analysis. The total number of functional volumes
used for the first and third series of experiments (the meridian and oblique
mapping experiments) were 17355 (M1), 10800 (M3), 5760 (M4), and 8100 (M5).
These volumes were acquired during six, five, three, and five scanning
sessions, respectively. Twelve thousand volumes were acquired during seven
pilot sessions. For the second series of experiments, we acquired 4500 and
7560 functional volumes for M1 (during one session) and M5 (during three
sessions), respectively.
The functional volumes were aligned to correct for brain motion and then
nonrigidly co-registered with their own anatomical volumes using the
"MATCH" software. Briefly, the algorithm computed a dense
deformation field by composing small displacements minimizing a local
correlation criterion. The use of a local similarity measure allowed the
program to cope with nonstatic behaviors in the intensity profiles of the
anatomical and functional volumes. Regularization of the deformation field was
achieved by low-pass filtering. Details regarding this approach can be found
in Chef d'Hotel et al. (2002
)
and Hermosillo et al. (2002
).
The functional volumes were further resliced to 1 mm 3 voxels and
smoothed with an isotropic Gaussian kernel (
0.68 mm).
Data were analyzed using standard Statistical Parametric Mapping 99
procedures (global scaling, low- and high-pass filtering). We included only
those time-series in the statistical analysis in which the monkeys maintained
fixation within the 2 x 2° window for >80% of the total scan
duration. Each stimulus epoch was represented as a box-car model convoluted by
the MION response function as defined in Vanduffel et al.
(2001
). The remainder of the
analysis was similar to that described in this previous study. The
t-score maps were thresholded at p < 0.05 corrected for
multiple comparisons, corresponding to a t-score >4.86. For the
coronal, horizontal, and sagittal sections of Figures
3,
4,
5, the thresholds were
increased to optimize the visualization of the most significant voxels
(t > 10, 20, or 40; thresholds are indicated on the color-scale
bars). In experiment 1, we contrasted the vertical and horizontal meridians
(VM-HM and HM-VM), the upper and lower visual field stimulation (UVF-LVF and
LVF-UVF), and the central and peripheral stimulation (2CVF-LVF-UVF and
UVF+LVF-2CVF). In experiment 2, significance maps were computed separately for
each stimulus type by comparing its response with the activity evoked by all
remaining stimulus types in this test. In addition, we computed the percentage
MR signal changes, relative to the no-stimulus condition (fixation only
baseline), for several points along lines following the cortical surface. In
these plots, the sign of those changes (see Figs.
1 F, G,
7) are inverted for convenience
(an increase in blood volume as measured by MION leads to a decrease in MR
signal).

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Figure 3. Horizontal and vertical meridian representations in area V4 and neighboring
cortex. A, T-score maps (p < 0.05, corrected for multiple
comparisons) for horizontal (yellow code) and vertical (blue code) meridian
representations are imposed on the flattened cortical reconstructions of the
left hemispheres and right hemispheres of the four subjects. Same conventions
as in Figure 1. The location of
the region of interest is shown in B. Yellow labels and arrows
indicate locations shown in the coronal and horizontal brain sections in
C and D. C, Coronal brain sections of M1 showing horizontal
meridian (yellow code) and vertical meridian (blue code) driven activity. The
coronal section at -15 mm can be compared with the one of
Figure 5C in the same
animal (for the UVF-LVF and the LVF-UVF comparison). D, Horizontal
and coronal brain sections of M3.
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Figure 4. Anterior border of dorsal V4. A, Plots of percentage MR signal
change for horizontal meridian (HM, red plot), vertical meridian (VM, blue
plot), and the 45°"diagonal" (DIAG, dashed pink plot) stimuli
in monkey M1 from the middle of the prelunate gyrus toward the fundus of the
STS. The data points were sampled from coronal sections of the prelunate gyrus
as indicated by the yellow lines in B-D. Percentage signal
changes are relative to the no-stimulus baseline condition. The anterior
border of V4 was estimated to be at 2-3 mm from the caudal lip of the STS
(A, gray hatched zone). B-D, Localization of the
coronal slices from which the data, as shown in A, were sampled. One
example of a sampling path is shown in a portion of a coronal section in
D (from location a b, as indicated in B,D, and the
bottom of A). Samples were taken 1 mm apart from each other.
E, Motion-related activity in the same region of M1 (by comparing
moving versus stationary random texture patterns)
(Vanduffel et al., 2001 ). The
moving stimulus activates MT-V5 in this portion of the STS. F,
Horizontal (yellow color code, for the comparison HM-VM) and vertical (blue
color-code, for the comparison VM-HM) meridian representations for the same
slices as in E.
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Figure 1. Representation of meridians, central and peripheral, and upper and lower
visual field. A, T-score map of horizontal (red-yellow color code:
HM-VM) and vertical (blue color code: VM-HM) meridian representations. The
activations driven by stimuli confined to the meridians are represented as
t-score maps (p < 0.05, corrected for multiple
comparisons) on the flattened cortical reconstruction (dark gray: sulci; light
gray: gyri). White solid and dashed lines represent the horizontal and
vertical meridians, respectively. Labels 1-3 correspond to different VM
representations in the region surrounding the prelunate gyrus. B,
Significance map for central (red-yellow: central-peripheral VF) and
peripheral visual stimulation (blue: peripheral-central VF). Black dashed line
indicates the contour of the central 1.5° eccentricity line. Stars
indicate additional foveal activations (p < 0.05, corrected for
multiple comparisons). C, Significance map for upper (blue:
upper-lower VF) and lower (red-yellow: lower-upper VF) visual field
representations. "L" and "U" labels indicate the
locations of lower and upper field representations. D, E, Summary of
visual field maps for M1 (right hemisphere) and M3 (left hemisphere) on the
basis of tests as illustrated in A-C. Red labels indicate
the visual areas defined by either anatomical location or known visual field
representation (V1-4, V3A, LIP) and anatomical location and motion sensitivity
(MT-V5, FST). F, G, Plots of percentage MR signal change related to
horizontal (red) and vertical (blue) meridian relative to the no-stimulus
condition as sampled along the lines indicated in D (a-e) and
E (f-j). Error bars represent SEM between the left and right
hemispheres. IOS, Inferior occipital sulcus; OTS, occipitotemporal sulcus;
STS, superior temporal sulcus; LaS, lateral sulcus; IPS, intraparietal sulcus;
POS, parieto-occipital sulcus; LuS, lunate sulcus. (1) The extent of light
gray on the anatomical representations could give a misleading estimation of
the width of the gyri. A more realistic extent of the gyrus is represented by
the yellow ruler in D. This remark holds true for all gyri of all
flat maps.
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Figure 7. Eccentricity in area V1. A, Significance map of the activity
driven by the [3.5-7]° annulus in M5 (as compared with all other annuli).
The iso-eccentricity lines were very similar to those of M1. Black dots
represent the sampling points (3 mm ± 0.3) along two lines running
parallel to the meridians of area V1. The percentage signal change relative to
the no-stimulus condition for the four different stimuli at these points are
plotted in B. The locations of 1.5, 3.5, and 7° eccentricity were
defined as the intersections of the activity profiles.
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Figure 2. Representation of meridians. T-score maps (p < 0.05,
corrected for multiple comparisons) of horizontal (red-yellow) and vertical
(blue) meridian representations are presented on the flattened cortical
reconstructions of the left hemispheres of M1 and M5 and right hemispheres of
M3 and M4. Label 4 corresponds to the putative anterior border of V3A. Same
conventions as in Figure 1.
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t-Score maps were combined and projected onto the flattened
cortical reconstruction (at the level of layer 4) of the same animal using
Freesurfer software. The flattened representations include the entire
occipital pole of the cortex, which was cut anterior to the most rostral tips
of the superior temporal sulcus (STS) and intraparietal sulcus. The operculum
was split along its representation of the horizontal meridian. This cut
extended medially toward the anterior end of the calcarine sulcus. To assess
the variability of the maps, we will present detailed data from all eight
hemispheres tested.
 |
Results
|
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Representation of meridians and quadrants
Striate and prestriate cortex
At the earliest levels of the visual cortex, transitions between areas are
characterized by representations of meridians. Therefore, to identify the
borders of these early areas, we first mapped the cortical representation of
the horizontal and vertical meridians. The comparison of activity evoked by
the vertical and horizontal wedges revealed a stripe-like alternating pattern
of higher HM-related (yellow color-coded t-map) and VM-related (blue
color-coded t-map) activity (Figs.
1A,
2). The overlying solid (HM)
and dashed (VM) white lines correspond to the areal boundaries. These
boundaries were derived by combining information from the statistical maps
together with local maxima in percentage MR signal change evoked by the
horizontal or vertical wedges relative to the no-stimulus condition. This is
exemplified in Figure 1, F and
G, for monkeys M1 and M3, respectively. The local maxima
in percentage signal changes are indicated in
Figure 1D-G
by the letters a-j. The local t-value maxima (for the VM-HM or HM-VM
subtractions), on the other hand, were defined by gradually increasing the
threshold of the statistical maps until the local statistical maximum could be
visualized. The statistical threshold required to reveal these local maxima
differed slightly among the respective positions. This information was
combined with the aforementioned local maxima in percentage signal changes
(the local t-value maxima and percentage signal change maxima
coincided closely, well within the range of our spatial resolution). As one
would expect from the electrophysiology, we could define the anterior borders
of areas V1 (first VM representation), V2 (second HM), and V3 (second VM) in
dorsal and ventral occipital cortex of the four monkeys
(Fig. 2).
Area V4
The large cortical region covering and surrounding the prelunate gyrus is
classically assigned to be area "V4"
(Zeki, 1977b
). Because of the
pronounced receptive field scatter, increasing receptive field sizes, and
heterogeneity of response properties in this region
(Zeki, 1977b
;
Schein et al., 1982
;
Maguire and Baizer, 1984
;
Tanaka et al., 1986
;
Gattass et al., 1988
;
Kaas and Lyon, 2001
;
Pigarev et al., 2002
),
however, the exact retinotopic organization of this area is still unclear in
monkeys. Specifically, the anterior border of dorsal V4 is still controversial
because it is not clear whether this area is rostrally completely bordered by
a representation of the horizontal meridian
(Van Essen and Zeki, 1978
;
Maguire and Baizer, 1984
;
Brewer et al., 2002
;
Pigarev et al., 2002
) or
whether it is not (Gattass et al.,
1988
; Brewer et al.,
2002
; Lyon and Kaas,
2002
). To resolve this controversy, we focused on the anterior
border of V4.
In agreement with the literature
(Gattass et al., 1988
), we
observed, 7-9 mm rostral to the V3v-V4v border, an HM representation between
the inferior occipital sulcus (IOS) and the posterior middle temporal sulcus
(PMTS) (Figs. 1A,
2,
3). As described by Boussaoud
et al. (1991
), this HM
representation is discontinuous (see all hemispheres in
Fig. 3A) and
corresponds to the anterior border of V4v with TEO. In the four monkeys, the
dorsal extension of this anterior HM border of V4v curved away from the
prelunate gyrus into the STS to become the horizontal meridian between the
upper and lower field representation in MT-V5 (Figs.
1C,
3A-C,
4). An independent
motion-localizer test (Fig.
4C,E) revealed that at this level in the STS
(Fig. 4A) (at levels
-6 and -5 mm posterior to the center of the ear canal), the representation of
the HM (Fig. 4F,
yellow color code) was located within the middle of MT-V5. Therefore, the
latter HM representation (Fig
4A) (at levels dorsal to the -6 mm level) cannot
correspond to the anterior border of dorsal V4.
Because we found no consistent representation of any principal meridian at
the rostral border of anatomically defined V4d, we conducted an additional
test (experiment 3) in which we presented stimuli that included not only the
meridians but also wedges covering 12° of the visual field centered on the
diagonals (tilted 45° clockwise or counterclockwise from vertical; see
Materials and Methods). As borne out quantitatively
(Fig. 4A), this test
revealed that, along the dorsoventral axis, the anatomically defined anterior
border of dorsal V4 (in the upper part of the caudal bank of the STS)
(Fig. 4A, gray hatched
region) is characterized by a gradual transition from the representation of a
VM (dorsally), passing through angles that are 45° from vertical, toward a
representation of the HM (more ventrally). Thus V4 is bordered anteriorly by
an HM representation only near the representation of eccentricities between -5
and -7° (see below for eccentricity test) and farther ventrally (for
foveal and upper visual field representations). This gradual transition from
the VM toward the HM is illustrated in the plots of the percentage MR signal
changes for the principal meridians and the diagonals made along the cortex
from the prelunate gyrus toward the fundus of the STS
(Fig. 4A). The
measurements were taken at 1 mm dorsoventral intervals (in both hemispheres of
two monkeys), as illustrated on a flat map and a representative coronal
section (Fig.
4B-D, yellow lines). The location of anatomical
landmarks (lip of posterior bank of the STS, and the fundus of STS)
(Fig. 4D) and the
anterior border of anatomically defined V4d (hatched gray) are also indicated
on the respective line plots (Fig.
4A). A shift of this "presumptive" V4d border
toward either the lip or the fundus of the posterior bank of the STS does not
alter our conclusions. The observed transition from a VM toward an HM
representation at the anterior border of V4d is in agreement with previous
electrophysiological findings (Gattass et
al., 1988
), although not with a recent anesthetized monkey fMRI
experiment (Brewer et al.,
2002
).
The dorsal border of V4d appears to be a representation of the vertical
meridian in six of eight hemispheres (Figs.
1A,2,3A,
label 2). The latter VM ran perpendicular to the vertical meridian between V3d
and V4d (Figs. 1A,
2,
3A, label 1) (see
Discussion). This VM, located between V4d, V3A, and possibly dorsal prelunate
area (DP) (see Discussion), has also been described by Gattass et al.
(1988
, their
Fig. 8).
MT-V5 and fundus superior temporal sulcus area
We first used an independent motion-localizer test to functionally define
the location of MT-V5 and fundus superior temporal sulcus area. In this test,
we compared activity evoked by moving (4°/sec) and stationary random
texture patterns 14° in diameter
(Vanduffel et al., 2001
).
Although this test yields an accurate localization of the representation of
the central 7° within MT-V5, it does not allow one to define its exact
border (because we did not stimulate the peripheral visual field). Yet within
functionally defined MT-V5, which fits with its known anatomical location
(Vanduffel et al., 2001
)
(Fig. 4E), a robust
retinotopic organization was observed with a horizontal meridian separating
ventral upper and dorsal lower visual field representations (Figs.
1C,3A,
4A,F). More ventrally
within the STS, area MT-V5 was separated from FST by a representation of a
vertical meridian (Figs.
1A,
2,
3A, label 3). Dorsal
from MT-V5, another vertical meridian representation was observed in six of
eight hemispheres (Fig.
3A, label 2).
V3A
The most straightforward means of distinguishing area V3A from its direct
neighbors is on the basis of its representation of the complete contralateral
hemifield (Van Essen and Zeki,
1978
). By presenting stimuli confined to the upper field, we could
identify V3A from its direct neighbors that contain a lower visual field
representation only. Indeed, anterior to the large portion of dorsal occipital
cortex activated by the lower field stimulus (V1d, V2d, and V3d), an island of
cortex in the anectant gyrus that stretched toward the posterior end of the
IPS contained an upper field representation (Figs.
1C,
2,
5, label U). Because V3A
represents the complete contralateral hemifield, its most caudal part
comprises the small strip of cortex with a lower field representation (Figs.
1C,
2,
5, label L) that lies rostral
to the anterior border of V3d (VM).
In Figure 3A, this
representation of the vertical meridian, lying at the border between V3 and
V3A, is illustrated in detail for all hemispheres tested (Figs.
3A,5B,
label 1). In all cases, this VM was followed consecutively by a lower and
upper field representation (Fig.
5B). In 50% of the hemispheres, a horizontal meridian
split these lower and upper field representations (at a statistical criterion
of p < 0.05, corrected for multiple comparisons). Anteroventrally,
the V3A-V4d border was usually bordered by a vertical meridian
(Fig. 2, M4, label 4, and
several hemispheres in Figs. 3,
5). Furthermore, the central
visual field is represented near the ventral border of V3A (in five of eight
hemispheres). In general, the complete hemifield representation in this dorsal
portion of the cortex could be reliably used as a fingerprint for V3A.
Contrary to the findings of Brewer et al.
(2002
), however, V3A never
covered the entire prelunate gyrus as these authors indicated in their Figure
9 (case H97).
The upper field representation, which covered the anectant gyrus within the
anterior bank of the lunate sulcus, extended into the IPS (in six of eight
hemispheres) (Fig.
5B). Although this is consistent with the view that V3A
also covers the most caudal aspect of the IPS
(Tsutsui et al., 2001
),
adjacent but more anterior areas within this sulcus also seem to have an upper
field representation (Figs.
1C,
5B).
Area TEO, lateral intraparietal area, and parieto-occipital area
(V6)
Area TEO, located rostral to the anterior HM border of V4v, should be also
distinguishable from neighboring cortex by virtue of its representation of the
complete contralateral hemifield (Boussaoud
et al., 1991
). In contrast to V3A, however, the characteristic
feature distinguishing TEO from its neighbors is a lower field representation.
As marked by the arrow in Figure
1C, we observed such a lower field representation rostral
to the anterior HM border of V4v. As in the anesthetized animal
(Brewer et al., 2002
), the
lower field stimulus evoked relatively weak differential MR signals in the
region corresponding to TEO. Furthermore, in agreement with the findings of
Brewer et al. (2002
), we
observed a central visual field representation at the most rostral portion of
TEO (Figs. 1B,
3, asterisks) in seven of eight
hemispheres (M1, M3, M4, and the right hemisphere of M5). Our
inability to find a robust retinotopic organization within TEO indicates that
neurons with receptive fields driven by upper or lower field stimuli might be
heterogeneously distributed [see also Boussaoud et al.
(1991
)] or that our stimuli
were less suitable for driving this region
(Hikosaka, 1998
).
Additional central visual field representations (Figs.
1,
2,
3,
5,
7,
8, indicated by stars and
dashed black lines; see below) were observed at the caudalmost portion of the
parieto-occipital sulcus (Fig.
1B, POS, asterisk) and the lateral bank of the IPS. In
seven of the eight hemispheres, an extended upper visual field representation
emerged, located more posterior relative to this lateral foveal
representation, within the IPS (Fig.
5B). These localizations are in agreement with the coarse
retinotopic organization of this region
(Blatt et al., 1990
;
Ben Hamed et al., 2001
), in
which the foveal representation corresponds to the mediodorsal portion of LIP
and the more peripheral representation corresponds to the posteroventral
portion of LIP (Ben Hamed et al.,
2001
). Only in M4 (Fig.
5B) did we observe an anteroposterior gradient from the
lower to upper visual field representations, as reported by the latter
authors.
Summary extrastriate cortex
Figure 1, D and
E, summarizes the relative positions of the meridians and
the upper and lower visual field representations with respect to the
anatomical landmarks for M1 and M3. On the basis of these representations, we
could precisely map the borders of areas V1, V2, V3, and V4. Furthermore, we
were able to localize all boundaries, except for the anterior border of area
MT-V5 and in some hemispheres that of area V3A. Finally, we could define at
least one border of area TEO and FST.
Eccentricity mapping
To obtain eccentricity maps throughout the visual cortex, we performed an
additional experiment (in M1 and M5) in which we presented four sets of
stimuli with texture patterns identical to those used in the meridian and
quadrant mapping experiments (see Materials and Methods).
The representation of the central 1.5° is illustrated by the yellow
color-coded t-map in Figure
6A. The central visual field stimulus (1.5° radius)
activated an elliptical region covering the most lateral portion of the
operculum and the anterior tip of the lunate and inferior occipital sulcus. In
addition, this ellipse has three extensions. Dorsally it extended along the
anterior bank of the lunate sulcus toward V3A (in five of eight hemispheres).
Farther rostrally, the foveal representation extended from the prelunate gyrus
into the STS (toward MT-V5-FST), and ventrally it covered the prelunate gyrus
up to the PMTS (toward TEO) (Fig.
6A). In ventral occipital cortex (V1v, V2v, V3v, and
V4v), the 1.5° iso-eccentricity contour ran perpendicular to the areal
boundaries. Dorsally, this was also the case for areas V1d, V2d, and V3d.
Within dorsal V4, however, this line turned sharply from a caudorostral to a
dorsoventral course, because it links the central visual field representation
of V3A with that of V4 and MT-V5. As a result, the 1.5° iso-eccentricity
line becomes parallel to the anterior border of V3d (that partially abuts V4d)
but perpendicular to the V3A-V4 border
(Fig. 6, arrows). The results
for the 1.5° stimulus could be replicated within the same subject (Figs.
1B,6)
and was the same for all animals (Figs.
1B,
2,
3,
5, black dashed lines).

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|
Figure 6. Eccentricity maps for left and right hemispheres of M1. A, T-score
maps (p < 0.05, corrected for multiple comparisons) for the
central visual field stimulus (1.5° radius). B-D, The
activity maps revealed by annuli with a radius of [1.5-3.5], [3.5-7], and
[7-14]°, respectively [the respective contrast was always relative to all
other annuli types: e.g., (central stimulus) - (all annuli)]. The
iso-eccentricity lines, defined by the borders of each activity pattern, were
perpendicular to the meridians in the early areas. In dorsal V4, the
iso-eccentricity lines run nearly parallel to the areal boundaries (see
arrows). Same conventions as in Figure
1.
|
|
As the annuli gradually covered larger eccentricities
(Fig. 6B-D),
the corresponding ring of activity expanded dorsally and ventrally in the
operculum, lunate sulcus, IOS, and prelunate gyrus. More peripheral visual
stimulation (Fig. 6D)
resulted in progressively more dorsocaudal activations within the STS
(probably including MSTd) as well as the anterior bank of the
parieto-occipital sulcus (corresponding to areas PO/V6/V6A) and posterior
parietal cortex including caudal intraparietal sulcus area and 7a. This might
reflect the neuronal sensitivity for large and eccentric stimuli in those
areas. In a manner similar to the 1.5° eccentricity line, the course of
the lines corresponding to larger eccentricities ran perpendicular to the
areal boundaries within areas V1, V2, V3, and V4v. Rostral to the vertical
meridian marking the border between V3d and V4d, however, the eccentricity
lines bent sharply in a ventral direction and became nearly parallel to the
V3-V4 boundary [see also Gattass et al.
(1988
)]. This resulted in a
marked compression of mid-eccentricity representations within dorsal V4 (Figs.
6A-C,
7,
8). Interestingly, only stimuli
with a radius >7° activated regions in dorsal prelunate, posterior
parietal, and dorsal STS cortex.
Using the data from the eccentricity mapping, we could calculate
magnification factors for area V1. To this end, we plotted percentage MR
signal changes for all eccentricity stimuli tested relative to a no-stimulus
baseline condition. The plots were measured from ventral to dorsal locations
at 3 mm intervals along two lines that ran parallel to the V1-V2 border as
indicated in Figure
7A. We then defined the intersections of the activity
profiles from neighboring stimuli (Fig.
7B, vertical dashed lines). The extent of cortex within
V1 that was activated by each annulus was defined as the distance between two
consecutive intersections. In this way, we determined that the 1.5-3.5°
stimulus activated 7 mm, and the 3.5-7° stimulus activated 6.5 mm of
cortex. Thus for the average eccentricity of the two annuli (2.5 and
5.25°, respectively), the magnification factors were 3.5 and 1.9 mm/°,
respectively. Normalizing all line plots to the maximal activation
(Fig. 7, blue curve at level q)
yielded very similar ratios: i.e., magnification factors differed <0.1
mm/° compared with those calculated on the basis of non-normalized data.
These values are in close agreement with magnification factors reported by
Tootell et al. (1988
) (3.4 and
2.3 mm/°), Van Essen et al.
(1984
) (4.0 and 1.7 mm/°)
and are near the average of the other studies reported by Tootell et al.
(1988
) (3.6 and 2 mm/° at
2.5 and 5.3° eccentricity, respectively).
As mentioned, we used the eccentricity data to define the level at which
the anterior border of dorsal V4 changed from a diagonal to an HM
representation. For M1, we observed this transition between -5 and -7°
eccentricity (Figs.
4A,B,
6C). The 1.5°
eccentricity lines and the course of the HM were similar in M1, M3, and M4.
Thus, although we did not perform the full eccentricity mapping experiments in
the latter two monkeys, we can assume with confidence that the representation
of the diagonal (as border of V4d) changed to an HM at an eccentricity similar
to that in M1. For M5, however, the representation of this HM is much shorter
(Fig. 2C) and already
bends toward MT-V5 at an eccentricity of approximately -2°. Thus despite
some variability, the transition from a representation of a diagonal toward an
HM at the anterior border of V4d fits rather well with that documented by
Gattass et al. (1988
). In some
cases (e.g., M5), this transition might occur even closer to the foveal visual
field representation (i.e., at smaller eccentricities than -5 to -7°).
 |
Discussion
|
|---|
Areas V1, V2, and V3
The overall retinotopic organization observed in the four monkeys was
essentially in agreement with previously described areal boundaries and the
representations of quadrants (Daniel and
Whitteridge, 1961
; Gattass et
al., 1981
; Van Essen et al.,
1984
). Area V3 had a mirror representation of area V2, as reported
by Gattass et al. (1981
,
1988
) and Felleman et al.
(1997
). A longstanding
controversy in macaque is whether "V3d" and "V3v-VP"
are distinct cortical areas (Burkhalter and
Van Essen, 1986
; Felleman and
Van Essen, 1987
) or two parts of a single area with an upper and
ventral visual field representation
(Gattass et al., 1988
;
Kaas and Lyon, 2001
). We could
not document asymmetric retinotopic properties between the two regions, adding
evidence to the suggestion that V3d and V3v-VP belong to the same area
(Lyon and Kaas, 2002
).
Prelunate gyrus and surrounding cortex
Despite a difference in motion sensitivity
(Gaska et al., 1988
;
Tootell et al., 1997
;
Goebel et al., 1998
;
Sunaert et al., 1999
;
Vanduffel et al., 2001
), human
and macaque V3A showed a remarkably similar retinotopic organization. A
characteristic upper and lower visual field representation, separated by a
horizontal meridian, was also in agreement with earlier electrophysiological
studies (Zeki, 1971
,
1977a
;
Van Essen and Zeki, 1978
;
Gattass et al., 1988
). Similar
to our observations, Zeki
(1978
) described vertical
meridians at both the caudal and ventrorostral borders of this area.
A recurrent feature of the anterior bank of the lunate sulcus and prelunate
gyrus was the extensive vertical meridian representation. On the basis of
anatomical, electrophysiological, and tracer studies
(Zeki 1977b
;
Maguire and Baizer, 1984
;
Ungerleider and Desimone,
1986
; Desimone et al.,
1993
; Youakim et al.,
2001
; Lyon and Kaas,
2002
), one would expect a vertical meridian exactly where we
observed one using our fMRI methods.
The region dorsomedial to the VM representation
(Fig. 1A, label 2)
receives input from the anterior bank of the parieto-occipital sulcus
(Colby et al., 1988
), whereas
inferotemporal cortex is more heavily connected with the region lying
ventrolateral to this VM (Morel and
Bullier, 1990
; Boussaoud et
al., 1991
). Furthermore, the dorsomedial but not the ventrolateral
region projects to area 7a (Andersen et
al., 1990
). Thus, it is tempting to ask whether this portion of
the prelunate gyrus can be subdivided into a dorsomedial and ventrolateral
area divided by a representation of the VM. The existence of different
functional properties on the two sides of this VM would further support this
idea. In a recent fMRI study, we found sensitivity for three-dimensional
structure-from-motion ventrally but not dorsally relative to this VM that is
positioned on the prelunate gyrus
(Vanduffel et al., 2002
).
Furthermore, several electrophysiological studies found a high proportion of
orientation-sensitive cells dorsomedial to the vertical meridian
representation but a much lower proportion ventrolateral to it
(Van Essen and Zeki, 1978
;
Schein et al., 1982
;
Mountcastle et al., 1987
;
Youakim et al., 2001
). Thus,
retinotopically and functionally, as well as anatomically, there is
substantial evidence to assign this VM
(Fig. 1A, label 2) as
dorsal border of V4. The next question is what region the dorsomedial
prelunate area might correspond to. In the present study, we could only
activate this region by using large peripheral stimuli
(Fig. 6D). This
finding is in agreement with the electrophysiological results of Tanaka et al.
(1986
), which showed that the
dorsomedial aspect of the prelunate gyrus (their area "PVA") was
driven mainly by large peripheral stimuli. As suggested by Gattass et al.
(1988
) and Andersen et al.
(1990
), this dorsal portion of
the prelunate gyrus might correspond to area DP.
Ventrolateral to the border with presumed DP, the functional organization
of the prelunate gyrus is also complex. On the basis of connection patterns
and retinotopy, this region of cortex was originally called V4. Subsequently,
several parcellation schemes have been proposed along the caudorostral axis.
For example, on the basis of a representation of a horizontal meridian, V4 was
further subdivided into V4 proper and V4A
(Zeki, 1971
;
Pigarev et al., 2002
) or in
rostral (DLr) and caudal (DLc) area DL
(Kaas, 1996
). At least with
the present resolution of our technique, we obtained no evidence for a
caudorostral subdivision of dorsal V4. We did find a horizontal meridian at
the anterior border of ventral V4 that extended dorsally toward the horizontal
meridian, splitting the lower and upper visual field of MT-V5. Thus, we found
evidence for a horizontal meridian as an anterior border only for ventral and
central V4. In agreement with the electrophysiological maps of Gattass et al.
(1988
) and the connection
patterns of Lyon and Kaas
(2002
), however, we observed a
gradual transition from the VM toward the HM as one moves from dorsal to
ventral locations along the anterior V4d border. Exactly as predicted by
Gattass et al. (1988
), the
latter fMRI-defined representation of the HM started at approximately -5to
-7° eccentricity (Figs. 4,
8).
Area V4 showed another striking difference between the representations of
the upper and lower visual fields in its ventral and dorsal parts,
respectively. Although the iso-eccentricity lines were perpendicular to the
V3v-V4v border, they ran almost parallel to the V3d-V4d border. This pattern
of iso-eccentricity lines is highly comparable with that found in
electrophysiological mapping experiments
(Gattass et al., 1988
)
(Fig. 8A) and our
earlier fMRI study (Vanduffel et al.,
2002
, their Fig.
1A). The finding that for at least a portion of the
V3d-V4d border (although not for the V3A-V4d boundary) the eccentricity lines
run almost parallel to that boundary might indicate that the assumption (as
made for the traveling wave method) that the angular and eccentricity
representations must lie orthogonal to one another to segment cortical regions
into different areas may not be equally valid throughout visual cortex.
One of the most compelling indirect results from this study relates to the
"homology" question between human and monkey V4d. In agreement
with the electrophysiology and former tracer studies, the present experiment
yielded a complex but clear retinotopic organization within monkey dorsal V4.
So far, however, not a single human fMRI study has provided any evidence of a
robust retinotopic organization within the topological human equivalent of
monkey V4d (Bartels and Zeki,
2000
; Tootell and Hadjikhani,
2001
). Our experiments exclude technique-related explanations for
this functional interspecies difference. Furthermore, in New World monkeys,
which diverged from the Hominidae much earlier than the Old World monkeys
(Preuss, 2003
), both dorsal
and ventral V4 have a similar retinotopic organization compared with that of
V4v in humans and monkeys (Pinon et al.,
1998
). Together with the present data, this suggests that human
and macaque V4d, but not the remainder of early visual cortex, have evolved
differently during
25 million years of separation.
Despite the fact that a different functional organization between dorsal V4
of human and macaque has been observed, the retinotopic and topological
organization of ventral V4 is remarkably similar in the two species; i.e., the
caudal border is characterized by a VM, and the rostral border is
characterized by an HM. Furthermore, ventral V4 is rather thin and elongated
in both species, as opposed to the wide and irregular shaped V4d (or the human
V4d topolog). This result suggests that, possibly because of the different
evolutionary pathways as suggested above, the upper and ventral counterparts
of V4 might not be considered as the lower and upper field representations of
a single area (in humans and maybe even in macaques). These differences in
retinotopic organization between ventral and dorsal V4 might also indicate
that other functional differences between these two regions exist
(Tootell and Hadjikhani,
2001
).
MT-V5 and FST
In the present study, we first localized area MT-V5 on the basis of its
motion sensitivity (Vanduffel et al.,
2001
). The retinotopic organization within this area closely
matched the organization found in previous electrophysiological studies
(Van Essen et al., 1981
;
Desimone and Ungerleider,
1986
; Maunsell and Van Essen,
1987
) and a recent anterograde tracer study
(Lyon and Kaas, 2002
). An HM
representation separated a dorsal lower field from a ventral upper visual
field representation. Furthermore, MT-V5 is dorsally and ventrally bordered by
vertical meridian representations (Fig.
8). In human MT-V5, the upper and lower visual field
representations are also separated by an HM; however, in contrast to monkey
MT-V5, the UVF is represented in the rostrodorsal, and the lower visual field
is represented in the caudoventral portion of MT-V5+
(Huk et al., 2002
).
Comparison of awake with anesthetized monkey fMRI results
The present results are mostly similar to those observed in a recent
anesthetized monkey fMRI study (Brewer et
al., 2002
). Notable differences between our study and Brewer's are
the retinotopic organization and location of V3A and the anterior border of
V4. Because the present results are essentially in agreement with
electrophysiological findings (Gattass et
al., 1988
; Felleman and Van
Essen 1991
), it is unlikely that partial volume effects,
attributable to the low spatial resolution (2 x 2 x 2 mm) at a low
magnetic field (1.5 T), can explain these differences. Instead, the
approximately fivefold increase in contrast-to-noise ratio by using a contrast
agent (Vanduffel et al., 2001
;
Leite et al., 2002
) in
combination with an awake instead of an anesthetized preparation apparently
counterbalanced the gain in signal-to-noise ratio at high field (4.7 T).
Another noteworthy feature of MION compared with blood oxygen level-dependent
(BOLD) signal is that they arise from capillaries rather than small draining
veins, resulting in a crisper localization of the MR signals
(Leite et al., 2002
). This may
have offset the effects of the smaller voxel sizes used in the study by Brewer
et al. (2002
). The present
results also suggest that the combination of an awake animal preparation with
high-resolution imaging at high magnetic fields (and stronger gradients) might
enable investigators to unravel the retinotopic organization in more
extrastriate areas compared with this study.
 |
Conclusion
|
|---|
In general, the fMRI-defined retinotopic organization within single animals
is remarkably similar to the existing maps
(Felleman and Van Essen, 1991
)
of monkey cortex. Moreover, except for dorsal V4, our retinotopic maps are in
good agreement with the retinotopic organization of human visual cortex. This
finding adds evidence to the suggestion that early visual areas (except for
V4d) in humans and monkeys might be homologous
(Vanduffel et al., 2002
).
Finally, the significant retinotopic differences between dorsal and ventral V4
might imply different functional roles for these regions. Future fMRI and
electrophysiological follow-up studies in the monkey might resolve whether the
functional properties of dorsal and ventral V4 are dissimilar enough to
consider them as distinct areas.
 |
Footnotes
|
|---|
Received Apr. 30, 2003;
revised Jun. 23, 2003;
accepted Jun. 24, 2003.
This work was supported by grants of the Queen Elisabeth Foundation, the
National Research Council of Belgium (NFWO G0112.00), the Flemish Regional
Ministry of Education (GOA 2000/11), the Interuniversity Attraction Pole 4/22
and 5/11, Mapawamo (European Union Life Sciences), and Human Frontier Science
Program Grant RGY 14/2002. W.V. is a fellow of FWO-Flanders. We thank M. De
Paep, W. Depuydt, A. Coeman, C. Fransen, P. Kayenberg, G. Meulemans, Y. Celis,
and G. Vanparrys for technical support. Furthermore, we thank S. Raiguel for
valuable comments on this manuscript. We also thank The Society for
Neuroscience and Cell Press and the respective authors for the modified
reproductions of figures of Gattass et al.
(1988
) and Lyon and Kaas
(2002
).
Correspondence should be addressed to Wim Vanduffel, Massachusetts
General Hospital/Massachusetts Institute of Technology/Harvard Medical School
Athinoula A. Martino's Center for Biomedical Imaging, Charlestown,
Massachusetts 02129. E-mail:
wim{at}nmr.mgh.harvard.edu.
Copyright © 2003 Society for Neuroscience
0270-6474/03/237395-12$15.00/0
 |
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