 |
Previous Article | Next Article 
The Journal of Neuroscience, December 15, 2000, 20(24):9174-9186
Neurotrophin-4/5 Alters Responses and Blocks the Effect of
Monocular Deprivation in Cat Visual Cortex during the Critical
Period
Deda C.
Gillespie,
Michael C.
Crair, and
Michael P.
Stryker
Keck Center for Integrative Neuroscience, Department of Physiology,
University of California, San Francisco, California 94143-0444
 |
ABSTRACT |
The mechanisms underlying changes in neural responses and
connections in the visual cortex may be studied by occluding one eye
during a critical period in early postnatal life. Under these conditions, neurons in the visual cortex rapidly lose their responses to the deprived eye and ultimately lose many of their inputs from that
eye. Cats at the peak of the critical period received infusions of exogenous neurotrophin NT-4/5 into primary visual cortex beginning before a short period of monocular deprivation. Within areas
affected by NT-4/5, cortical cells remained responsive to the deprived eye, and maps of ocular dominance were no longer evident using intrinsic-signal optical imaging. Cortical cells also became broadly tuned for stimulus orientation and less responsive to visual
stimulation through either eye. These effects required at least 48 hr
exposure to the neurotrophin and were specific for trkB, because they
were not seen with the trkA or trkC ligands NGF or NT-3. Even after neurons had already lost their responses to the deprived eye, subsequent NT-4/5 infusion could restore them. The NT-4/5 effects were
not seen after the critical period. Together, these results suggest
that trkB activation during the critical period may promote promiscuous
connections independent of correlated activity.
Key words:
ocular dominance plasticity; NT-4/5; neurotrophins; orientation selectivity; primary visual cortex; intrinsic signal
imaging
 |
INTRODUCTION |
During early postnatal life in the
cat, manipulations of visual experience or retinal activity can induce
dramatic alterations of cortical response, changes in thalamic cell
morphology, and rearrangements of thalamocortical connections (Wiesel
and Hubel, 1963a ,b ; Shatz and Stryker, 1978 ; Antonini and Stryker,
1996 ). Deprivation of pattern vision by monocular lid suture for a
period as short as 2 d causes cortical cells to respond almost
exclusively to input from the open eye (Blakemore and Van Sluyters,
1975 ). Control of this process lies in the cortical cells, because
decreased postsynaptic activity can direct the physiological and
anatomical shift toward the deprived eye (Reiter et al., 1986 ; Hata and
Stryker, 1994 ). The fact that this process requires both presynaptic
and postsynaptic activity suggests that the thalamocortical synapse is
Hebbian, although the resulting morphological changes in the presynaptic neurons argue for the existence of a retrograde messenger. In this scenario, a scarce retrograde messenger is released from an
electrically active postsynaptic cell. Spatial specificity could be
gained through active scavenging mechanisms or diffusion barriers,
whereas temporal specificity could be ensured if the presynaptic cell
were either more selective for or more responsive to the factor when
electrically active. The arbors of active thalamic cells synapsing onto
silenced cortical cells shrink (Hata et al., 1999 ), suggesting that
active afferents have an increased requirement for some trophic factor,
not only to grow and branch but also to maintain their morphology.
Members of the neurotrophin (NT) family are candidate retrograde
messengers at the thalamocortical synapse because they and their
receptors are present in primary visual cortex during development (Allendoerfer et al., 1994 ; Lein et al., 2000 ), they have known effects
on growth and morphology (McAllister et al., 1995 ), and their mRNA has
been shown to be upregulated with activity (Zafra et al., 1990 ).
In addition, activity-dependent synthesis of, release of, and response
to neurotrophins have been demonstrated (Blochl and Thoenen, 1995 ;
Meyer-Franke et al., 1995 ; McAllister et al., 1996 ). Finally,
manipulations that affect ocular dominance plasticity regulate
neurotrophin mRNA in rat visual cortex (Castren et al., 1992 ). Under
the retrograde messenger model, the intereye competition would be
abolished by an abundance of the factor. Thus, if a neurotrophin is the
scarce factor, oversupplying the cortex with that neurotrophin during a
short period of monocular deprivation (MD) should disrupt ocular
dominance plasticity.
Intraventricular infusion of nerve growth factor (NGF) has been shown
to protect against some of the effects of visual deprivation in
pigmented rats (Maffei et al., 1992 ), and anti-NGF antibodies cause a
loss of normal visual cortical properties (Berardi et al., 1994 ). In
cats, intraventricular NGF has been shown to attenuate the ocular
dominance shift (Carmignoto et al., 1993 ). Subsequent studies, mostly
anatomical, in developing cat and ferret primary visual cortex have
shown effects of the trkB ligands neurotrophin-4/5 (NT-4/5) and BDNF to
varying degrees. Infusion of NT-4/5, BDNF, and their antagonists causes
nascent ocular dominance columns to desegregate (Cabelli et al., 1995 ,
1997 ). Focal application of NT-4/5 protects thalamic cell bodies from
the shrinkage that normally accompanies monocular deprivation (Riddle
et al., 1995 ), and BDNF infusion into area 18 has been reported to
cause a reverse shift after monocular deprivation (Galuske et al.,
1996 ). The present study examined the functional effects of infusion of
NT-4/5, NGF, and neurotrophin-3 (NT-3) into primary visual cortex, area 17, of cats during the critical period for ocular dominance plasticity.
 |
MATERIALS AND METHODS |
Animals used for this study were housed year-round in normal
light-dark conditions. Experiments were performed on 20 young cats
born and raised in the University of California, San Francisco (UCSF)
cat colony and housed with their mothers throughout chronic experiments. Four adult cats from the UCSF colony were also used. All
procedures were performed in accordance with local animal care and use guidelines.
Surgical implantation of minipumps. Animals in the middle to
late fourth week of postnatal life were anesthetized with halothane (0.5-5%) plus nitrous oxide/oxygen (2:1), and an endotracheal tube
was inserted for maintenance of anesthesia. The animal was placed in a
stereotaxic apparatus, protecting the eyes with ophthalmic lubricant,
and prepared for surgery. All remaining surgical procedures were
performed under sterile conditions. Alzet osmotic minipumps (Alza 1007D
or 2001; Alza, Palo Alto, CA) were filled either with vehicle
solution (140 mM Na-acetate and 0.1% BSA in PBS)
or with neurotrophin (0.2 or 0.1 mg/ml for NT-4/5, 0.2 mg/ml for NGF, and 0.19 or 0.4 mg/ml for NT-3) in vehicle solution and were connected to a beveled 30 gauge stainless steel cannula for drug delivery. A
blind procedure was used to place a pump containing vehicle solution in
one hemisphere and a pump containing neurotrophin in the opposite
hemisphere. Concentrations of neurotrophins were chosen to match
previous reports (Cabelli et al., 1995 ). Human recombinant
neurotrophins were kindly provided by Dr. David Shelton (Genentech,
South San Francisco, CA). An incision was made in the scalp, and
the scalp was retracted. The filled minipumps were placed in a small
subcutaneous pocket formed in the nape of the neck. A small hole was
drilled through the skull above each hemisphere at Horseley-Clarke
coordinates anteroposterior 0.0 and lateral 2.0, and the cannula
was lowered through the hole by micromanipulator to a depth of 2.0 mm
and fixed in place with dental cement. The fascia and scalp were closed
over the cannula, and the animal was returned to its home cage.
Monocular deprivation. Monocular deprivations were performed
by eyelid suture. The animal was anesthetized with halothane in a 2:1
nitrous oxide/oxygen mixture, and prophylactic antibiotic (Baytril) was
given. The area around one eye was shaved and cleaned with disinfectant
solution. Using aseptic technique, the lateral canthus was removed from
each eyelid of that eye, topical antibiotic was applied, and the
eyelids were sewn shut with three or four mattress sutures, leaving a
small nasal opening for drainage. All animals received systemic
antibiotics after surgery and were monitored daily subsequent to surgery.
Electrophysiology and optical imaging. Anesthesia was
induced with halothane, and atropine and dexamethasone were injected subcutaneously to control secretions and edema. A rectal temperature probe was inserted, and the animal was placed on a servo-controlled heating pad to maintain body temperature of 37.5°. Electrodes to
monitor electrocardiograms (EKG) were attached. A femoral vein cannula was inserted for administration of anesthetic, paralytic agent,
and fluids, and an endotracheal tube was inserted for subsequent mechanical ventilation. The animal was then placed in a stereotaxic unit. Initially, anesthesia was maintained with sodium thiopental (10 mg/ml, as needed) and later with pentobarbitol (10 mg/ml, as needed),
together with a nitrous oxide/oxygen mixture (1:1). The previously
lid-sutured eye was opened, atropine sulfate and phenylephrine were
applied topically to dilate the pupils and to retract the nictitating
membrane, and contact lenses were placed in the eyes. The scalp was
retracted, and a craniotomy including the cannulas and extending
at least 5 mm anterior to the cannulas was performed. Occipital
electroencephalogram (EEG) to aid in monitoring depth of anesthesia was
obtained via a silver electrode placed near the posterior pole. Before
induction of paralysis, EEG and EKG were calibrated against toe pinch
for monitoring plane of anesthesia. A bolus of gallamine triethiode (15 mg/kg to induce) was infused to induce muscle relaxation, and infusion
was maintained by a syringe pump (10 mg · hr 1 · kg 1
in 2.5% dextrose-lactated Ringer's solution). A mechanical
ventilator was connected to the endotracheal tube, and ventilator rate
and volume were adjusted to maintain end-expired
CO2 at 3.8-4.2%. The dura was cut and folded
back over the midline to expose the cortical surface anterior to the cannula.
For optical imaging, warmed 3% agarose in saline was placed directly
on the pial surface, followed by a clear glass coverslip to obtain a
flat surface. Silicone oil applied to areas outside the light path
helped prevent desiccation of the agarose. The cortical surface was
illuminated with green light (540 nm), the camera (Princeton
Instruments, Trenton, NJ) was focused on blood vessels at the pial
surface, and the camera orientation was adjusted to ensure that as much
of the field as possible was in focus. Illumination was switched to a
610 nm light, a bandpass filter was placed in the reflected light path,
the camera was focused at a depth of 250-500 µm below the cortical
surface, and the lighting source was positioned to ensure an evenly
illuminated field of view. Computer-controlled shutters were placed in
front of either eye to allow stimulation of the two eyes separately.
Computer-driven visual stimuli (VSG 2/3; Cambridge Research Systems,
Cambridge, UK) were presented on a 21 inch Nokia monitor placed 40 cm
in front of the animal. Within each run, the visual stimuli
[high-contrast square-wave gratings (0.10 or 0.15 cycle/°) moving in
both directions at one of four to eight orientations or a blank screen
stimulus (of the same mean luminance as gratings)] were presented in
randomized order for eye and orientation, and images were collected by
computer. Each run consisted of 16 presentations for each condition,
and, in general, at least two runs were averaged to compute the final picture. All optical imaging was completed before beginning
electrophysiology
After the imaging session, lacquer-coated tungsten microelectrodes were
lowered into cortex to record single-unit activity, beginning near the
cannula. Electrode penetrations were on the medial side of the
craniotomy, so that they were sampling cells from area 17. The
electrode was advanced in 100 µm intervals or until a new cell could
be located. Cells were sampled from all cortical layers. Once a cell
was isolated, a hand-held projection lamp with adjustable slit
diaphragm was used to determine receptive field properties such as
visual field position, ocular dominance on a 7 point scale (1 indicating a cell driven only by the contralateral eye, 7 indicating a
cell driven only by the ipsilateral eye, and 4 indicating a cell driven
equally by both eyes), preferred orientation and direction,
responsiveness, and degree of habituation. Responsiveness was assessed
on a scale of 1 to 5: 1 indicates spike activity not modulated by the
visual stimulus; 2 indicates responses insufficiently reliable to allow
clear definition of the receptive field boundaries; 3 indicates
responses that permit delineation of the receptive field but are
abnormally weak; 4 indicates responses within the normal range but less
than vigorous; and 5 indicates vigorous visual responses. On this
scale, nearly all cells in the intact, normal visual cortex are
classified as 4 or 5. Some cells were studied longer to permit a
quantitative measurement of receptive field properties. For these
units, the receptive field was determined and a computer-controlled bar
stimulus was positioned in the receptive field. The isolated unit
response was recorded while the visual stimulus moved across the field
in 8-16 orientations, randomly interleaved, to allow for determination
of firing rate in response to stimulus orientation and direction for
individual cells. Polar plots of firing rates versus stimulus
orientation were constructed from these recordings. After perfusion,
the infusion cannulas were tested for patency to ensure that the
contents of the pumps had reached cortex throughout the experiment. In
several cases of NT-4/5 infusion, the cannulas were found to be
obstructed at the end of the experiment; these animals were not
analyzed for this study.
Construction of optical maps and histograms. For each
condition, the raw image was normalized by dividing by the average
image obtained as a response to the gray screen stimulus. Images were clipped and filtered identically to enhance contrast. These are the
grayscale single-condition response maps shown. To make the color polar
maps, the orientation of the stimulus that gave rise to the strongest
signal was determined for each pixel by computing the direction of the
vector sum of responses over the entire stimulus set. Each stimulus
orientation is encoded by a color, which is plotted at each pixel. In
addition, luminance codes for the magnitude of the vector sum of
responses to all stimulus orientations at that pixel, so that
increasing lightness indicates increasing selectivity for stimulus
orientation. In the vector field polar maps, increasing selectivity for
stimulus orientation is encoded by longer lines, and the orientation of
each line indicates the preferred orientation.
Hue-lightness-saturation (HLS) maps encode response strength, in
addition to orientation preference and degree of orientation
selectivity. In these maps, hue indicates the preferred orientation,
saturation the degree of tuning (magnitude of the vector sum), and
lightness the response strength (maximal intensity change). To
determine the levels of responsiveness within images, all
single-condition response maps for both eyes were summed within a
chosen area and divided by the average response of that area to a blank
screen. Ocular dominance ratio maps were made by dividing the sum of
all responses to one eye by the summed responses to the other eye.
Images shown in the figures were high-pass filtered using a 2.35 mm
uniform square kernel for ease of viewing, but all measurements made on
the optical images were made on unsmoothed and unfiltered images.
Single-unit analysis. Ocular dominance scores from
single-unit recording of hand-plotted cells are displayed in
histograms. The standard contralateral bias index (CBI) (where CBI = [(1 7) + (2/3)(2 6) + (1/3)(3 5) + n]/2n, with boldface digits indicating numbers
of cells in a given class; n indicates the total number of
visually responsive cells) and monocularity index (MI) (where MI = {[(1 + 7) + [2/3 × (2 + 6)] + [1/3 × (3 + 5)]}/n) were used to assess ocular dominance
and monocularity of cortical cell populations. Where indicated, a bias
index (BI) is used to focus on the shift and to allow for pooling of
data from different animals. This is simply the CBI recalculated so
that response to open-eye stimulation is substituted for response to
the contralateral eye and the deprived eye for the ipsilateral eye.
Values for orientation selectivity of hand-plotted cells were assigned
as follows: if the cell was judged to be well orientation-tuned
(normally tuned for cat primary visual cortex), it was given a value of
2; if it appeared to be broadly tuned for orientation, it was given a
value of 1; and if no orientation preference could be determined, the
cell was given an orientation selectivity rating of 0. The orientation
selectivity index (OSI) for each penetration is the average value of
all visually responsive cells recorded in the penetration.
Immunohistology. At the end of the recording session, the
animal was given an overdose of sodium thiopental and was perfused transcardially with PBS, followed by 4% paraformaldehyde in 0.1 M phosphate buffer. After overnight
post-fixation, the brain was embedded in gelatin-albumin and cut at
the vibratome in 50-80 µm sections. After a brief series of washes,
sections were incubated in anti-human NT-4/5, NT-3, or NGF antibodies
(Promega, Madison, WI) for 48 hr at 4° C. Biotinylated anti-chick
secondary antibody (Vector Laboratories, Burlingame, CA) was used to
amplify the signal for visualization with a nickel-diaminobenzidine reaction.
 |
RESULTS |
NT-4/5 prevents the loss of responses to a deprived eye
To determine whether exogenous NT-4/5 would prevent ocular
dominance plasticity caused by monocular visual deprivation, two identical cannulas were implanted into the visual cortex, one in each
hemisphere, in five cats at approximately postnatal day 28 (P28), near
the peak of the critical period for ocular dominance plasticity. NT-4/5
was infused at 100 ng/hr from the experimental cannula into primary
visual cortex, and vehicle solution was infused at the same rate into
the control hemisphere. To allow the region affected by neurotrophin
infusion to reach its steady-state size, the infusions proceeded for
2 d before we initiated a 2 d period of MD by unilateral
eyelid suture. The protocol for this experiment is illustrated in
Figure 1a. Although a blind
procedure was used for pump implantation, in practice, the effect of
NT-4/5 infusion was so striking that the identity of the
neurotrophin-treated hemisphere always became evident during optical
imaging or single-unit recording, whichever was done first. It is known
from previous microelectrode recording and optical imaging experiments
that 2 d of MD are sufficient to cause the deprived eye to lose
the ability to drive nearly all cells in primary visual cortex, whereas the open eye continues to drive nearly all cells strongly (Olson and
Freeman, 1975 ; Crair et al., 1997 ). The effects of NT-4/5 infusion were
then assessed by making microelectrode penetrations to record from
isolated cortical cells within 1.5 mm from the experimental and control
infusion sites. The ocular dominance histograms of Figure 1,
b and c, display the relative efficacy of the two
eyes in driving cortical cells in control and experimental hemispheres.
Responses of cells near the vehicle infusion site in control
hemispheres (Fig. 1b) were strongly shifted to favor the
open eye in all animals, as expected for monocularly deprived animals
of this age, whereas cells near the NT-4/5 infusion site (Fig.
1c) were nearly all driven well by both eyes, with no
tendency for the deprived eye to be less effective than the open eye.
Thus, the loss of response to the deprived eye did not occur in areas in which NT-4/5 levels were high. For comparison, an ocular dominance histogram from animals of comparable age with normal visual experience and untreated cortices is shown in Figure 1d (data from
Stryker and Harris, 1986 ). Compared with either normal or deprived
animals, very few cells were monocularly driven by either eye after
NT-4/5 treatment.

View larger version (15K):
[in this window]
[in a new window]
|
Figure 1.
NT-4/5 prevents ocular dominance plasticity.
Ocular dominance histograms compiled from cells recorded in primary
visual cortex of five animals that received the treatment protocol
shown in a, in which drug infusion lasted for 4 d,
the last 2 d concomitant with monocular deprivation. Extracellular
recordings were made from isolated cortical cells in electrode
penetrations no more than 1.5 mm from infusion site of vehicle
(b) or NT-4/5 (c). Units
were classified on the basis of their responses to monocular
stimulation, in which 1 indicates that the cell responded exclusively
to input from the nondeprived eye, 7 indicates that the cell responded
exclusively to deprived-eye input, and 4 indicates that either eye
drove the cell equally well. For the vehicle group, BI of 0.85, MI of
0.77; for the NT-4/5 group, BI of 0.51, MI of 0.25. d,
Ocular dominance histogram compiled from cells recorded in untreated
primary visual cortex of six cats with normal visual experience, age
36-51d (data from Stryker and Harris, 1986 ) BI of 0.57, MI of
0.41.
|
|
A more complete picture of the pattern of cortical response may be
revealed by recording intrinsic signal optical images of cortical
reflectance changes under red light in response to visual stimulation
(Bonhoeffer and Grinvald, 1991 ). Images from such optical recordings
were produced in control and experimental hemispheres. Four different
stimulus orientations were presented to each eye, along with a series
of blank-screen stimuli. The blank-normalized images shown in Figure
2, a and b,
represent the fractional change in reflectance produced by each
stimulus in each eye compared with the blank no-stimulus condition;
dark areas indicate strong responses. The position of the
cannula is indicated by the filled arrowhead in
the leftmost images. Artifacts attributable to
shadows of blood vessels like the one indicated by the curved
arrow also appear as dark or light lines in
many of the images. The images from control hemisphere driven by the
open (ND) eye in Figure 2a show dark areas of
strong response interdigitated with very light areas. The different
stimulus orientations when seen through the open eye activate different
patterns of response in this hemisphere, indicating that the cortex is
selective for stimulus orientation and revealing the positions of the
orientation columns. In the maps of deprived (D) eye
responses from this same hemisphere, the only areas activated strongly
by visual stimulation are patches that occupy the same positions for
all four stimuli and are therefore not selective for stimulus
orientation. This pattern of response through the deprived and
nondeprived eyes is typical of cortical maps in short-term deprived
animals (Crair et al., 1997 ).

View larger version (139K):
[in this window]
[in a new window]
|
Figure 2.
Optical imaging and dose dependence of the NT-4/5
effect. a, b, Typical grayscale optical
images for vehicle and NT-4/5 infusion, showing that NT-4/5 infusion
causes response to the deprived (D) eye to more
nearly equal response to the nondeprived (ND) eye than
in control. Shown are response patterns to four stimulus orientations
(0, 45, 90, and 135°) through either ND or
D eye for control-treated (a) and
NT-4/5-treated (b) hemispheres. Tip of
arrowhead at left of image indicates
position of infusion cannula. Grayscale bar at right
shows percent change in reflectance from baseline, in which
darker areas indicate areas of greater response to a
particular stimulus. Average visual responsiveness in area near a
cannula that was affected by NT-4/5 is 12.8 · 10 4; visual response in the control area of the
same image is 17.0 · 10 4. Vertically oriented
open arrows in b indicate approximate
extent of NT-4/5 effect as judged from the optical images. In this and
subsequent figures, all images shown have been normalized to the
response to a gray screen stimulus, and all images shown for a given
treatment (control or experimental) have been clipped and filtered
identically. Branch-like solid black or white
patterns (one such indicated by curved arrow at
right) in this and subsequent images are usually
attributable to artifact associated with blood vessels. Scale bar
arrow: 1 mm, points to anterior. White
stars in D eye 90° frame indicate
nonorientation-selective patches of residual deprived-eye response.
c, Picture of the cortical surface from which images
a and b were obtained, showing location
of electrode penetrations relative to infusion site.
d-f, Ocular dominance histograms constructed from all
cells encountered in electrode penetrations at sites marked
d (2 penetrations), e, and
f, respectively. Bias and monocularity indices near the
cannula, BI of 0.60, MI = 0.23 (d); near the
border delineated by the arrows, BI of 0.78, MI of 0.61 (e); and far from the cannula, BI of 0.95, MI of
0.95 (f).
|
|
The images from NT-4/5-treated cortex (Fig. 2b) are quite
different from the control images. Two qualitatively different regions, whose boundaries are demarcated by open arrowheads, can be
seen in the images. Far from the cannula site, to the right
of the line indicated by the open arrowheads, the
response patterns are similar to those described in the paragraph above
for control cortex, with clear areas of strong, orientation-selective
response from the nondeprived eye, and with strong responses from
the deprived eye only within patches that are not selective for
stimulus orientation. Near the cannula, to the left of the
open arrowheads, response patterns from the two eyes are
similar to each other. In this area, there is much less modulation of
response, and the patterns for the different stimulus orientations are
also very similar to each other. The similarity between the
response for the two eyes (primarily unpatterned in both cases) is
consistent with the single-unit recordings made in this area (Fig. 1)
and suggests that the effects of MD were blocked by the neurotrophin infusion.
This apparent blockade of the effects of MD in the optical images might
artifactually result if the neurotrophin had merely suppressed the
responses of cortical neurons to stimuli through both eyes. This is
clearly not the case because, although the majority of cells in
untreated cortex typically do not respond at all to monocular
stimulation of the deprived eye (and receive ocular dominance scores of
1), in NT-4/5-treated cortex, most cells did respond to deprived-eye
stimulation; thus, the response to deprived-eye stimulation was greater
than in normal cortices. We further examined the response to the two
eyes in the hemisphere illustrated in Figure 2b by making
electrode penetrations at successively greater distances from the
infusion site. These experiments also revealed the dose dependence of
the neurotrophin effect. Electrode penetrations were made at the
positions indicated on the picture of the cortical surface (Fig.
2c). The unit recordings were grouped based on whether they
lay within the region near the cannula that appeared to be affected in
the optical maps shown in Figure 2b, or outside of this
region, where responses appeared to be normal. For this hemisphere, an
intermediate group includes the cells encountered along an electrode
penetration close to the apparent border of the effect. Figure
2d shows that, near the cannula, where NT-4/5 concentration
is presumably highest, cells were driven well by both eyes. Cells
farthest from the cannula, within the area that shows normal patterning
in the optical maps, are almost completely dominated by the open eye
and give rise to a histogram similar to that seen for control
hemispheres, as shown in Figure 2f. The ocular dominance
histogram for cells in an intermediate region is intermediate, with a
bias toward the open eye but with substantial deprived-eye responses as
well (Fig. 2e). All four hemispheres tested this way showed
the same effect, nearly equal responses to the two eyes near the
cannula and a strong dominance of the nondeprived eye farther from the
cannula, indicating a dose-dependent effect of NT-4/5.
Measurements of the relative efficacy of the two eyes from optical
imaging experiments led to similar conclusions. Figure 3 shows optical responses from the two
eyes in another case in which the cannula position is indicated by the
filled arrowhead to the left. The ocular
dominance ratio map shows an area of faint pattern near the cannula and
a more strongly modulated pattern farther from the infusion site. The
quantitative measure computed for the regions indicated, one near to
and the other far from the cannula, were 0.49 and 0.77, respectively
("optical BIs," in which 0.5 indicates equal responses to the two
eyes and 1.0 indicates complete dominance by the open eye). Although
absolute responsiveness in spikes per second cannot be measured in
these optical maps, the optical response to visual stimulation by a set
of gratings compared with interleaved stimulation by a blank screen of
mean luminance gives an overall measurement of visual response and was
calculated for the affected and the control regions. For the case in
Figure 3, the two regions showed similar reflectance changes in
response to visual stimulation (8.3 · 10 4 in the affected portion of the map
near to the cannula and 8.0 · 10 4 far
from the cannula). Across the five hemispheres whose data appear in
Figure 1b, the ratio of average visual response near to and
far from the cannula was 0.99, indicating that overall optical response
in areas affected by NT-4/5 was very nearly the same as that in areas
that showed no effect of NT-4/5 infusion. This response is not visually
apparent in the illustrations of the maps for two reasons: (1) the
affected area is activated nearly uniformly rather than in a modulated
pattern, like that of the orientation columns, and (2) the
illustrations are high-pass filtered over a uniform 2.35 mm square
kernel to render the columnar patterns on the limited contrast range
available on paper.

View larger version (31K):
[in this window]
[in a new window]
|
Figure 3.
Ocular dominance computed from the optical maps in
NT-4/5-treated cortex show results similar to those obtained with
single-unit recording. A, Ocular dominance ratio map
showing an area of faint ocular dominance pattern near the cannula and
more strongly modulated pattern farther from the infusion site.
Nondeprived-eye response is dominant in darker areas.
b, c, Color and vector field polar maps
computed from the response maps, showing areas used for computation of
optical CBIs near (blue dashed line) and far from
(orange dashed line) the infusion site.
|
|
NT-4/5 causes cortical cells to lose orientation selectivity
One of the striking features of the optically imaged response
patterns near the infusion sites in the neurotrophin-treated hemispheres is the relatively weak modulation of response to stimulus orientation. Figure 4 uses the
conventional pseudocolor images computed from the grayscale response
patterns to show features of the orientation response. Two kinds of
maps are presented. Both maps show the preferred orientation as the hue
of each pixel. The polar maps show a second dimension, using lightness
to code orientation selectivity; dark areas are broadly
tuned, showing similar responses (which may be either strong or weak)
to different stimulus orientations. The HLS maps show three dimensions:
hue to encode preferred orientation, color saturation to encode the degree of orientation selectivity, and lightness to encode the magnitude of visual responses. A site that responds well to all orientations is nearly white in the HLS map, and areas that do not
respond are dark; bright, saturated areas have strong and selective
responses. Figure 4, a and d, shows both polar
and HLS maps for the two hemispheres illustrated in Figure 2,
a and b. In control hemisphere (Fig.
4a) and in the experimental hemisphere far anterior to the
infusion site (Fig. 4d), responses through the nondeprived
eye gives rise to well tuned (bright) polar maps and to well tuned
(saturated) and strongly responsive (bright) HLS maps. Response to the
deprived eye in control areas is not seen in the polar maps, but the
patches of strong and poorly orientation-selective deprived-eye
response show up as white areas (one of which is indicated by the
white arrow) on the HLS maps. This may be compared with the
ocular dominance ratio maps shown in Figure 4, b and e. Within the area of NT-4/5 infusion (to the
left of the open arrowhead in Fig.
4d), the polar map for the open eye is dark and the HLS map
is unsaturated, indicating that neither eye is capable of producing a
selective orientation map. Similar effects of NT-4/5 infusion are also
evident in Figure 3. The optical maps indicate that NT-4/5 treatment
causes a loss of orientation selectivity when the cortex is driven
through either the nondeprived or the deprived eye.

View larger version (43K):
[in this window]
[in a new window]
|
Figure 4.
Polar, HLS, and ocular dominance ratio maps for
control (a-c) and experimental
(d-f) hemispheres after 4 d NT-4/5
infusion, with 2 d MD (same hemispheres shown in Fig. 2). In the
color polar maps, hue encodes the stimulus orientation that best drives
a response at a given cortical location. Regions that are sharply tuned
to stimulus orientation are bright, and areas of poor orientation
selectivity are darker. The HLS maps also encode stimulus orientation
by color, but saturation is incorporated to indicate degree of tuning,
and lightness is used instead to encode responsiveness. Conventional
color polar and HLS maps (a, d) are shown
for comparison with the vector field polar maps (c,
f) that will be used in subsequent figures. In
these maps at the right, the length of each oriented
line indicates the degree of selectivity in the area
surrounding that pixel. In the ocular dominance ratio maps
(b, e), darker areas
indicate dominance of nondeprived-eye response. Figure 3 shows
a similar effect. Scale bar arrow: 1 mm, points to
anterior.
|
|
Poor selectivity in cortical maps could be attributable to either
reduced selectivity in individual cells or a reorganization in which
cells selective for the same orientation were no longer clustered.
Single-unit recordings show that the disappearance of the orientation
map in regions affected by the NT-4/5 infusion is attributable to a
reduction of selectivity in individual cortical cells. Cells within the
infusion area were generally not selective or at best poorly selective
for stimulus orientation, whether tested with hand-plotted or with
automated stimuli. Figure 5 compares the
orientation tuning of cells within the infusion zone with that of cells
in control area. Figure 5, b and c, shows polar plots of orientation tuning from cells recorded in penetrations 1 and 2 at the positions illustrated in Figure 5a. As was common in
this area, both eyes drove cells effectively, but the response was not
tuned for orientation through either eye. The cells shown in Figure
5d, from an electrode penetration in a control area, were
well tuned for stimulus orientation but responded only to stimulation
through the nondeprived eye. These four cells were recorded in a single
electrode penetration and therefore had similar preferred orientations,
as expected for cells within a single orientation column. The visual
cortices of all young animals tested experienced a loss of orientation
tuning after 4 d of NT-4/5 infusion. Figure 5e shows
similar experimental data from another case, in which the polar plots
show clear visual responses above the spontaneous firing rates but with
little or no selectivity for orientation. Although spontaneous firing
rates in Figure 5, b and c, are elevated over
normal, the cells shown in Figure 5e exhibit background
firing rates equal to those in control areas. No consistent effects of NT-4/5 infusion on spontaneous firing rates were seen in this study.
Single-unit recording after NT-4/5 treatment was consistent with the
optical maps in revealing a loss of orientation selectivity when cells
were driven through either eye.

View larger version (24K):
[in this window]
[in a new window]
|
Figure 5.
Orientation selectivity of individual cortical
neurons is affected by NT-4/5 infusion. a, Cortical
surface of imaged area, showing position of cannula and sites of
penetrations 1 and 2, overlaid by vector
polar map showing extent of effect (open arrows).
Average visual responsiveness in area near cannula that was affected by
NT-4/5 is 2.0 · 10 4; visual response in the
control area of the same image is 3.1 · 10 4.
b, Polar plots of firing rate at 12 orientations for a cell encountered along
penetration 1, through both deprived (D) and
nondeprived (ND) eyes. Polar plots are constructed from
vectors whose orientation indicates the stimulus orientation and whose
magnitude shows the response to that stimulus orientation.
c, Polar plots of orientation tuning for a cell recorded
along penetration 2, through deprived and nondeprived eyes.
d, Polar plots of orientation tuning for four cells
recorded in control cortex; all responded to stimulation only through
the nondeprived eye. e, Polar plots of orientation
tuning of individual cortical neurons in another animal, close to the
NT-4/5 cannula, for eight stimulus orientations. Inner dashed
circles indicate baseline spontaneous activity. Scale bar
arrow: 1 mm, points to anterior
|
|
Although not all cells were studied quantitatively, a crude assessment
of orientation selectivity on a three-point scale was made from hand
plots for all visually responsive cells. In normal cat visual cortex,
nearly all cells are well tuned for stimulus orientation and would
receive a score of 2. For most of the cells found in experimental areas
affected by NT-4/5, a preferred orientation could not be determined;
these cells received an orientation selectivity score of 0. Cells that
responded somewhat more strongly to some orientations than others were
scored as 1. Within each electrode penetration, orientation selectivity
scores were averaged to give an OSI for the penetration. Likewise, an
index of the bias toward the open eye was calculated for the collection
of cells recorded in each individual electrode penetration; a value
>0.5 indicates a bias in favor of the open eye. Figure
6 shows summary data for the dependence
of the NT-4/5 effect on distance from the infusion cannulas.
Orientation selectivity was compromised near the experimental cannula
in all cases and reached control values at a distance of 1.5-2 mm
(Fig. 6a). Ocular dominance was not biased toward the open
eye near the experimental cannulas but was progressively more shifted
with increasing distance from the infusion site (Fig. 6b).
At distances farther than 2 mm, neuronal populations were as in control
hemispheres. A lack of bias toward the open eye in the population of
cells near the cannulas could result from either individual cells in
the population that were driven well by both eyes or similar numbers of
cells that were monocularly driven by the deprived and nondeprived
eyes. The monocularity index (Fig. 6c) answers this question
by showing that the individual cells near the cannulas were driven
binocularly (MI near 0). Although biological activity of the NT-4/5
could not be measured directly in cortical tissue, the correlations of
orientation selectivity and open-eye bias with distance from the
infusion site point to a concentration effect of the neurotrophin.
Figure 6d shows the rather variable but significant tendency
(p < 0.01; Mann-Whitney U)
for responsiveness to the optimal stimulus to be reduced within the
NT-4/5-treated area. This finding from single-unit recording is not in
conflict with the demonstration by optical imaging that, in the same
animals, the overall level of visual responsiveness was not affected by
NT-4/5 because the imaging measured the average response to the entire
set of visual stimuli at all orientations, whereas the single-unit
measure considers only the response to the single optimal stimulus.

View larger version (10K):
[in this window]
[in a new window]
|
Figure 6.
Summary figure of dose dependence of NT-4/5 effect
on ocular dominance shift and on orientation selectivity in four
animals, showing that the effect of NT-4/5 on ocular dominance shift,
monocularity, and orientation selectivity decreases with distance from
the infusion site. a, Average orientation selectivity
for each penetration plotted against distance from the infusion site.
b, The BI was calculated for each electrode
penetration and then plotted as a function of distance of that
penetration from the infusion cannula. c, The MI was
calculated for each electrode penetration and plotted as a function of
distance from cannula. d, Average responsiveness for
each penetration as a function of distance from the infusion cannula.
Filled circles indicating control values are from
penetrations in control hemispheres.
|
|
Ligands for trkA and trkC do not mimic the effects of NT-4/5
Neurotrophin-4/5 belongs to the family of neurotrophins that also
includes NGF and NT-3. NGF and NT-3 exert their effects principally
through activation of the trkA and trkC receptors, respectively. NGF in
particular has powerful effects on visual cortical plasticity in
rodents (Maffei et al., 1992 ), and much weaker effects of NGF infusion
into the lateral ventricle in cats have been reported (Carmignoto et
al., 1993 ). We sought to determine the specificity of the NT-4/5
effects noted above by comparing them with the effects of similar
infusions of NGF or NT-3. Figure 7 shows
results from two animals treated with NGF, following the protocol of
that described in Figure 1a (one animal received 0.2 mg/ml
for 4 d with 2 d MD, and the other animal received 0.4 mg/ml for 7 d with 2 d MD). Single-unit recordings made within 1.5 mm of the experimental cannula (Fig. 7b) revealed no
mitigation of the ocular dominance shift in the area immediately
surrounding the infusion site compared with the area around the control
cannula (Fig. 7a). Lacking a reliable measure for absolute
biological activity of the neurotrophin within the infused area, we
perfused the animals and immunostained for NGF in the tissue in which
recordings had been made. Figure 7c shows that NGF was
present at levels far exceeding endogenous concentrations within a
small zone near the infusion site that was approximately equivalent to
the zone of effect we had seen previously with NT-4/5 infusion.
Experiments to be reported elsewhere established that the NGF infused
into the cortex in these experiments was biologically active (M. Silver, M. Fagiolini, D. Gillespie, and M. Stryker, unpublished
observations).

View larger version (24K):
[in this window]
[in a new window]
|
Figure 7.
Intracortical infusion of NGF did not prevent the
ocular dominance shift in two animals, one of which received NGF
infusion for 4 d and one for 7 d, both with 2 d MD over
the final 2 d of infusion. a, b,
Ocular dominance histograms constructed from cells recorded near the
cannula in the two control hemispheres (a) and
the two experimental hemispheres (b).
NGF-treated, BI of 0.85, MI of 0.82; control, BI of 0.88, MI of 0.78. c, Immunostaining for recombinant human NGF near
the cannula site, showing high levels of NGF within the area sampled by
optical imaging and extracellular recording.
|
|
The trkC ligand NT-3 also failed to mimic the effects of NT-4/5
infusion in preventing the ocular dominance shift or in causing a loss
of orientation selectivity. Figure 8
shows optical imaging results, as well as ocular dominance histograms
for two animals in which NT-3 was infused for 4 d with MD during
the final 2 d of neurotrophin infusion. A result like that in
control cortex was observed with both single-unit recording and optical
imaging (Fig. 8a,c). Although neither biological
activity nor absolute levels of NT-3 could be measured, immunostaining
of the tissue from which recordings were made indicates that NT-3 was
present at increased levels near the infusion site.

View larger version (46K):
[in this window]
[in a new window]
|
Figure 8.
Intracortical infusion of NT-3 did not prevent the
ocular dominance shift in two animals with 4 d NT-3 infusion and
2 d MD. a, Polar maps of cortex in which NT-3 was
infused, showing well organized signal up to the cannula when
stimulated through the nondeprived eye. Black dots
indicate positions of electrode penetrations for this hemisphere.
b, c, Ocular dominance histograms for
control (b; BI of 0.80, MI of 0.73) and experimental
(c; NT-3, BI of 0.91, MI of 0.83) hemispheres.
d, Immunostaining revealed that recombinant human NT-3
had reached the area from which the images and single-cell recordings
were obtained (lesion in left hemisphere corresponds to tip of infusion
cannula). Scale bar and scale bar arrow, 1 mm.
|
|
NT-4/5 restores deprived-eye responses after a previous ocular
dominance shift
Because NT-4/5 infusion prevents the loss of response to inputs
from the deprived eye, it was interesting to examine whether it might
restore the function of deprived-eye inputs that had already lost their
efficacy. Two additional animals were monocularly deprived by
unilateral eyelid suture at P28 and P31 during the critical period.
After 3 d of MD, a period sufficient to induce profound ocular
dominance plasticity (Crair et al., 1997 ), a pump and cannula infusing
NT-4/5 were implanted. The MD continued for 4 more days concurrent with
the NT-4/5 infusion, at the end of which optical imaging and
microelectrode recording were performed. This protocol is shown
schematically in Figure 9a.
The polar maps of Figure 9, b and e, illustrate
these cases and show that the ocular dominance shift and strong
orientation-selective responses are present only in the region most
distant from the infusion cannula. Nearer to the cannula, the images
show the loss of orientation selectivity expected from the effects of
NT-4/5 noted above. In addition, they show similar responses to the two
eyes.

View larger version (71K):
[in this window]
[in a new window]
|
Figure 9.
NT-4/5 nullifies a previous ocular dominance
shift. a, Schematic of protocol for the two hemispheres
shown in this figure. b-d, NT-4/5-treated hemisphere of
animal whose MD began at P31. b, Polar map showing
extent of infusion effect. Locations of cannula and electrode
penetrations are indicated, respectively, by filled
arrowheads and dots. c, Ocular
dominance histograms constructed from all penetrations shown to
left of arrow in b: BI of
0.49, MI of 0.61. d, Ocular dominance histograms
constructed from all penetrations shown to right of
arrow in b: BI of 0.98, MI of 0.97. e, Polar map showing extent of effect in animal whose MD
began at P28. f, g, Ocular dominance
histograms constructed from all cells within the penetrations,
respectively, to left and right of
arrow in e. f, BI of 0.53, MI of 0.45. g, BI of 0.84, MI of 0.78. Scale bar
arrows, 1 mm.
|
|
Consistent with the imaging results, response properties of single
units were poorly selective in the area affected by NT-4/5, with OSIs
equal to 0.62 and 0.03 for the penetrations near the cannula compared
with 1.5 and 1.1 for the penetrations in more distant regions. Most
strikingly, neurons in the affected area responded nearly as well to
the deprived eye as they did to the open eye, despite the prolonged
period of MD. Figure 9, c and f, shows the
relatively balanced ocular dominance distributions constructed from
neurons in penetrations near the cannula, and d and
g show the profound shift in ocular dominance in unaffected regions. Because previous work had established that deprived-eye responses were primarily lost after 2 d of MD (Crair et al.,
1997 ), these results indicate that NT-4/5 infusion actually restored deprived-eye responses even during a period of continuing deprivation, nullifying the effects of the previous MD.
Effects of NT-4/5 on ocular dominance and orientation selectivity
cannot be accounted for by acute actions
Acute effects of neurotrophins at central synapses have been
reported by several groups (Kang and Schuman, 1995 ; Figurov et al.,
1996 ; Akaneya et al., 1997 ; Scharfman, 1997 ). These acute effects in
the literature raised the possibility that the effects described here
might result from direct actions on synaptic transmission or
excitability rather than from effects on the signaling systems that
regulate growth and development. In four cases, we prepared the animal
for optical imaging and single-unit recording and then immediately
implanted a cannula for neurotrophin delivery (using the same
concentration of neurotrophin as in the chronic experiments, delivered
from osmotic minipumps in three cases and from a microliter syringe
pump at a higher rate of infusion, 12 µl/hr, in one case). Single-unit responses made as close as possible to the cannula and
intrinsic-signal optical responses were monitored at successive times
after the onset of the infusion to allow us to detect possible acute
effects of the neurotrophin as a recovery of response to the deprived
eye or as a loss of orientation selectivity. The dura was left intact
to protect the cortex until recordings were begun at different times
after onset of NT-4/5 infusion in the different animals (0-2, 24, 31-36, and 48-60 hr). The results for a representative animal that
was monocularly deprived 2 d before the induction of anesthesia
and implantation of minipump are shown in Figure
10. At the end of this imaging session,
NT-4/5 had been continuously infused for 30 hr, and by the end of
single-unit recording, this hemisphere had experienced NT-4/5 infusion
for 36 hr. Both optical recording and extracellular unit recordings reveal a cortical response strongly shifted toward the open eye, as
shown in Figure 10b. Optical imaging showed clear
orientation columns (Fig. 10a), and electrophysiology showed
that the individual neurons were well tuned for stimulus orientation
(OSI of 2.0 for the two penetrations shown). Staining for antibodies to
NT-4/5 after perfusion demonstrated that a high level of NT-4/5 was
present in the cortical area from which optical imaging and
extracellular recordings were made, despite the lack of an effect on
responses. Immunostaining for NT-4/5 nearly always revealed very sharp
borders for the neurotrophin diffusion, suggesting that NT-4/5 had
completely saturated the area in which recordings were made. Because
the neurotrophin solution was pumped at a rate of 1 mm3/hr and recordings were made within 0.5 mm of the infusion cannula, we are confident that synapses at the
recording sites were exposed to the neurotrophin within the first hour
of the infusion. For all periods of NT-4/5 infusion <60 hr in
anesthetized animals, no effects of NT-4/5 infusion on cortical maps or
on the receptive field properties of individual cells were apparent. In
addition, the acute NT-4/5 infusions produced no detectable changes
from control areas in neuronal responsiveness.

View larger version (83K):
[in this window]
[in a new window]
|
Figure 10.
Acute administration of NT-4/5 does not cause
noticeable effects in <2 d. The animal shown in a
experienced MD (2 d), but no neurotrophin infusion, before
physiological recording. Onset of neurotrophin infusion coincided with
the beginning of recording. a, Polar maps for the
NT-4/5-treated hemisphere of this animal. Black dots
indicate locations of two penetrations from which ocular dominance
histogram (b) was made. BI of 0.83, MI of 0.78. c, Immunostaining reveals the presence of high levels of
recombinant human NT-4/5 within the area from which imaging and
electrode recordings had taken place. Cannula lesion is visible in
tissue section at this level. d, Polar maps for animal
that experienced MD for 2 d concurrent with NT-4/5 infusion. Scale
bar and scale bar arrows, 1 mm.
|
|
Because ocular dominance plasticity does not occur in the anesthetized
animal, the experiments above do not exclude the possibility that
NT-4/5 infusion into visual cortex might have prompt effects on
responses and the induction of plasticity in awake animals, even when
it did not do so in anesthetized animals. In one case, a 2 d
NT-4/5 infusion was begun in an alert animal simultaneously with the
onset of a 2 d period of MD. Optical images shown in Figure
10d revealed that the cortex remained selective and was dominated by the open eye up to the infusion site at the left edge of
the images. Thus, no prompt effect of this neurotrophin on the visual
cortex was found. The earliest effects we found were not present within
the first 2 d, although all of the effects noted above appeared
within 4 d of the onset of infusion. We conclude that the effects
of NT-4/5 are not acute effects on synaptic function. The latency of
NT-4/5 effects is so long that they were not detected before 60 hr of
treatment, for either the induction of plasticity in alert animals or
the recovery from plasticity in anesthetized animals.
The effectiveness of NT-4/5 in altering cortical cell response
properties is confined to a period early in life
Monocular deprivation causes plasticity of visual cortical
responses only during a critical period in early life. If the NT-4/5 acted as a retrograde messenger to regulate the mechanisms responsible for this plasticity, it might be expected to be effective only during
the critical period. In three adult animals (ages 6 months to 5 years),
we tested the efficacy of NT-4/5 in altering response properties in
visual cortex well past the critical period for plasticity. One animal
was monocularly deprived at P28. At 6 months of age, a minipump
and cannula were implanted to deliver twice the normal
concentration of NT-4/5, and 4 d later, optical imaging and extracellular recording were performed. Figure
11 summarizes the results from this
animal. The optical maps indicate that the cortex was completely
shifted to the nondeprived eye and that orientation selectivity was
strong, even very close to the cannula (Fig. 11a). The
ocular dominance histogram for the electrode penetration closest to the
cannula likewise shows that these cells remained selective for the open
eye (Fig. 11b,c), despite the presence of NT-4/5
immunohistochemically demonstrated in Figure 11d. The single units in this penetration, all driven exclusively by the open eye,
remained normally selective (OSI of 1.9). We also found no loss of
selectivity for stimulus orientation or changes in ocular dominance in
two additional adult animals (~2 and 5 years old, both without
deprivation during the critical period), including one in which NT-4/5
was infused for 2 full weeks. These experiments indicate that NT-4/5
infusion into adult cortex, even for three times the duration or twice
the concentration that is effective during the critical period, appears
to be without effect on any aspect of cortical responses that we
measured. This finding is consistent with a temporally specific role
for this neurotrophin in development.

View larger version (35K):
[in this window]
[in a new window]
|
Figure 11.
NT-4/5 infusion has no effect on cortex of an
animal 6 months of age. a, Polar maps from the
hemisphere of a 6-month-old animal, monocularly deprived at P28, that
received 4 d NT-4/5 infusion immediately before recording.
Black dot indicates position of penetration from which
ocular dominance histogram (b) was made. BI of
1.0, MI of 1.0. c, Tissue section at level of cannula,
immunostained for recombinant human NT-4/5, showing extent of NT-4/5
spread from cannula. Scale bar and scale bar arrow, 1 mm.
|
|
 |
DISCUSSION |
Requirement for a retrograde signal in visual
cortical plasticity
The arrangement of connections in many parts of the normal adult
CNS is remarkably precise. Indeed, studies of the visual system,
including the retinogeniculate (Mastronarde, 1987 ) and geniculocortical
(Reid and Alonso, 1995 ) projections, disclose that vanishingly
few erroneous connections are made. Attaining such precision requires
neuronal activity (Dubin et al., 1986 ; Stryker and Harris, 1986 ) and
presumably engages activity-dependent mechanisms in normal development.
To study activity-dependent mechanisms experimentally, an imbalance in
activity may be created through a manipulation such as monocular
deprivation, which produces potent, lasting changes in visual cortical
responses after 2 d of imbalanced activity. Such studies have
revealed rearrangements of presynaptic afferent arbors that depend on a
competitive interaction between the activities of inputs from the two
eyes (Antonini and Stryker, 1998 ) and crucially on the response of the
postsynaptic cells (Hata et al., 1999 ). Together, these aspects of
the plasticity mechanism require a retrograde signal released by
the postsynaptic cell that affects the afferents from the two eyes
differently, depending on some feature (such as timing or quantity) of
afferent activity. Identifying this signal is a major goal in studies
of visual cortical development.
Neurotrophins meet several requirements for this retrograde signal,
including activity-regulated synthesis, secretion and response, and
presence during the critical period in limiting amounts (for review,
see Thoenen, 1995 ; Katz and Shatz, 1996 ; Meyer-Franke et al.,
1998 ). If a neurotrophin is this signal, it should be possible
experimentally to block the competitive interactions underlying ocular
dominance plasticity by supplying large amounts of the neurotrophin
during the critical period.
Alternative explanations for NT-4/5 effects
Administration of excess NT-4/5 during the critical period
dramatically altered ocular dominance. The diffuse ocular dominance pattern is not a mere artifact of reduced visual responsiveness that
obscures the ocular dominance pattern. Indeed, in NT-4/5-treated cortices, it was nearly impossible to find cells that did not respond to the deprived eye; fewer than 2% of cells gave no response to deprived-eye stimulation. In control cortex, it is difficult to find
cells that are driven by the deprived eye after monocular deprivation.
Thus, exogenous NT-4/5 abolished ocular dominance columns by causing
individual cortical cells to become more binocular than expected in a
monocularly deprived animal.
Orientation tuning, normally robust to visual or pharmacological
manipulations, was severely reduced by exogenous NT-4/5. In normal
cortex, large ocular dominance shifts can occur without rearrangement
of the orientation map (Kim and Bonhoeffer, 1994 ), and loss of
orientation selectivity attributable to altered visual experience is
characteristic only of the deprived eye (Crair et al., 1997 ). In
NT-4/5-infused cortices, orientation selectivity was lost for both
eyes. If an overall responsiveness decrease had simply reduced response
to preferred orientations to the level of response to orthogonal
orientations, many cells would have been completely unresponsive
because, in many normal cells, stimuli at nonpreferred orientations
produce no response. Rather, response to preferred orientations
decreased, whereas response to nonpreferred orientations increased;
responses to all orientations were above baseline, but none were very
much greater than the others. That is, the best response decreased, but
overall responsiveness did not. Finally, previous studies that lowered
cortical responsiveness using muscimol or TTX found no similar effects
on orientation selectivity (Reiter et al., 1986 ; Reiter and Stryker,
1988 ).
The implication of BDNF in regulation of GABAergic inhibition (Marty et
al., 1996 ; Rutherford et al., 1997 ; Tanaka et al., 1997 )
raises the question whether exogenous NT-4/5 decreases selectivity by
modulating a tonic inhibition that normally tunes cells. This is
unlikely to produce an effect of the magnitude seen here, because both
ocular dominance and orientation selectivity are determined primarily
by the geometry of the thalamic inputs (Shatz et al., 1977 ; Ferster et
al., 1996 ). Even doubling inhibition locally by diazepam infusion does
not produce loss of orientation selectivity (Hensch, 1997 ). From its
delayed onset, we conclude that the primary NT-4/5 effect is not an
acute action on inhibition, although this does not preclude the
possibility that the neurotrophin may act on an inhibitory system that
affects downstream mechanisms of plasticity (Hanover et al., 1999 ;
Fagiolini and Hensch, 2000 ).
Results of studies linking neurotrophins to acute effects suggest that
our findings might result not from signaling effects of neurotrophin on
mechanisms of growth and development but from acute effects on synaptic
transmission (Kang and Schuman, 1995 ; Figurov et al., 1996 ;
Carmignoto et al., 1997 ). In our experiments, however, immunostaining
showed elevated NT-4/5 near the infusion site after only 30 hr,
although no physiological effect was seen in <60 hr; thus, the effect
was not an acute action on synaptic transmission. In light of
demonstrated morphological changes in vivo (Cabelli et al.,
1995 ; Hata et al., 2000 ), an effect of neurotrophins on morphology is a
conservative interpretation of our findings.
Other neurotrophins
We found that intracortical infusion of NT-4/5, but not NGF or
NT-3, affected functional measures of ocular dominance plasticity. Given the distinct patterns of neurotrophin expression in the brain,
this is not surprising, but it is at odds with reports that NGF
infusion nearly blocks ocular dominance plasticity in rat (Maffei et
al., 1992 ) and, in ventricular infusions, diminishes but does not
abolish ocular dominance plasticity in the cat (Carmignoto et al.,
1993 ). NGF in the ventricle spreads widely and therefore may act on
nuclei of the basal forebrain, which contain cholinergic cells
projecting to the cortex that are known to be affected by NGF (Garofalo
et al., 1992 ). Because basal forebrain cholinergic input modulates
visual cortical activity (Bear and Singer, 1986 ; Sato et al., 1987 ) and
because activity itself is essential to visual cortical development,
exogenous NGF could affect activity levels and hence ocular dominance
plasticity via a trophic effect on basal forebrain neurons. The
different effects of NGF administration in cat and rodent appear to be
a genuine species difference, particularly because NGF effects in the
mouse studied in our laboratory (Fagiolini and Stryker, 1996 ) are
similar to those reported previously in rat.
During the course of these experiments, a report appeared describing a
reverse ocular dominance shift toward the deprived eye after BDNF
infusion into visual cortical area 18 (Galuske et al., 1996 ). BDNF and
NT-4/5 are both ligands of the trkB receptor and have similar effects
on ocular dominance columns measured by transneuronal transport
(Cabelli et al., 1995 ) but may well play different roles (Riddle et
al., 1995 ). The different effects of BDNF from those of NT-4/5 in the
present report may be attributable to differences in ligand, cortical
area studied, or the procedures used for computing optical maps.
Spatial filtering and normalization of optical maps by comparison with
responses to other stimuli can give the appearance of a reverse shift,
making the strongest response appear weakest (discussed in Issa et al.,
2000 ). Our use of blank-screen normalization and our computation of
ocular dominance indices without spatial filtering ensure that the
NT-4/5 findings are not susceptible to such appearances.
The critical period
Prevention of the MD-induced ocular dominance shift by NT-4/5 is
consistent with a role for trkB ligands in mediating ocular dominance
plasticity. This plasticity disappears after a critical period in early
life, as do the physiological effects of NT-4/5 infusion measured here.
Consistent with these findings, Hata et al. (2000) have found that BDNF
administration caused an expansion of the terminal fields of
geniculocortical afferents serving either the deprived or the
nondeprived eyes during the critical period but not in older animals.
Although increased levels of truncated trkB receptors after the
critical period could reduce diffusion of ligand (Allendoerfer et al.,
1994 ), the lack of NT-4/5 and BDNF effects in older animals is not the
result of reduced diffusion, because immunohistochemically demonstrable
NT-4/5 or BDNF was present in areas in which responses and plasticity
were unaffected. This suggests that trkB signaling, or the cellular
response to such signals, declines or changes in character after the
critical period of development.
Conclusions
These findings are consistent with the idea that trkB activation
stimulates mechanisms of growth and development during the critical
period to cause sprouting of thalamocortical and/or corticocortical arbors, allowing the formation and maintenance of promiscuous connections not normally supported by correlated activity. This scenario could prevent the loss of response to the deprived eye, decrease orientation selectivity, and restore responses after monocular
deprivation. It is consistent with the desegregation of ocular
dominance columns seen when NT-4/5 is applied after anatomical ocular
dominance column segregation is well under way (Cabelli et al., 1995 )
and physiological segregation is clear (Crair et al., 1998 ). The period
required for the NT-4/5 effect parallels the finding that consistent
morphological changes of the thalamocortical axon arbors require days
(Antonini and Stryker, 1996 ). Finally, an increase in nonspecific
connections might cause responses to preferred and nonpreferred stimuli
to regress toward the mean response to all stimuli, decreasing peak,
but not total, responsiveness. It has been argued that promiscuous
sprouting would cause thalamocortical transneuronal label to spread
beyond layer IV, which has not been seen, but in fact other chemical clues may constrain axons to the appropriate layer (Castellani and
Bolz, 1997 ). These experiments with high concentrations do not directly
address a role for endogenous NT-4/5. Modest elevation of BDNF in
transgenic mice does not prevent the loss of deprived-eye responses
(Hanover et al., 1999 ). Experiments in which we used a scavenger ligand
to interfere with endogenous trkB signaling (Shelton et al., 1995 ) were
inconclusive because of the extremely high concentrations needed to
block trkB signaling. Thus, despite the specificity of these
neurotrophin effects for ligand and for the critical period, it is not
yet clear what role neurotrophins normally play in activity-dependent
synaptic plasticity in the visual cortex.
 |
FOOTNOTES |
Received June 29, 2000; revised Sept. 11, 2000; accepted Oct. 10, 2000.
We thank David Shelton (Genentech) for providing the neurotrophins used
in this study, Michael Silver for histology of and assistance with
recording in NGF-treated cortices, and Michela Fagiolini for assistance
with NGF recordings.
Correspondence should be addressed to Prof. Michael P. Stryker,
Department of Physiology, Room S-762, 513 Parnassus Avenue, University
of California, San Francisco, CA 94143-0444. E-mail: stryker{at}phy.ucsf.edu.
Dr. Gillespie's present address: Department of Neurobiology,
Northwestern University, Evanston, IL 60208.
Dr. Crair's present address: Division of Neuroscience, Baylor College
of Medicine, Houston, TX 77030.
 |
REFERENCES |
-
Akaneya Y,
Tsumoto T,
Kinoshita S,
Hatanaka H
(1997)
Brain-derived neurotrophic factor enhances long-term potentiation in rat visual cortex.
J Neurosci
17:6607-6716.
-
Allendoerfer KL,
Cabelli RJ,
Escandon E,
Kaplan DR,
Nikolics K,
Shatz CJ
(1994)
Regulation of neurotrophin receptors during the maturation of the mammalian visual system.
J Neurosci
14:1795-1811[Abstract].
-
Antonini A,
Stryker MP
(1996)
Plasticity of geniculocortical afferents following brief or prolonged monocular occlusion in the cat.
J Comp Neurol
369:64-82[Web of Science][Medline].
-
Antonini A,
Stryker MP
(1998)
Effect of sensory disuse on geniculate afferents to cat visual cortex.
Vis Neurosci
15:401-409[Web of Science][Medline].
-
Bear MF,
Singer W
(1986)
Modulation of visual cortical plasticity by acetylcholine and noradrenaline.
Nature
320:172-176[Medline].
-
Berardi N,
Cellerino A,
Domenici L,
Fagiolini M,
Pizzorusso T,
Cattaneo A,
Maffei L
(1994)
Monoclonal antibodies to nerve growth factor affect the postnatal development of the visual system.
Proc Natl Acad Sci USA
91:684-688[Abstract/Free Full Text].
-
Blakemore C,
Van Sluyters RC
(1975)
Innate and environmental factors in the development of the kitten's visual cortex.
J Physiol (Lond)
248:663-716[Abstract/Free Full Text].
-
Blochl A,
Thoenen H
(1995)
Characterization of nerve growth factor (NGF) release from hippocampal neurons: evidence for a constitutive and an unconventional sodium-dependent regulated pathway.
Eur J Neurosci
7:1220-1228[Web of Science][Medline].
-
Bonhoeffer T,
Grinvald A
(1991)
Iso-orientation domains in cat visual cortex are arranged in pinwheel-like patterns.
Nature
353:429-431[Medline].
-
Cabelli RJ,
Hohn A,
Shatz CJ
(1995)
Inhibition of ocular dominance column formation by infusion of NT-4/5 or BDNF.
Science
267:1662-1666[Abstract/Free Full Text].
-
Cabelli RJ,
Shelton DL,
Segal RA,
Shatz CJ
(1997)
Blockade of endogenous ligands of trkB inhibits formation of ocular dominance columns.
Neuron
19:63-76[Web of Science][Medline].
-
Carmignoto G,
Canella R,
Candeo P,
Comelli MC,
Maffei L
(1993)
Effects of nerve growth factor on neuronal plasticity of the kitten visual cortex.
J Physiol (Lond)
464:343-360[Abstract/Free Full Text].
-
Carmignoto G,
Pizzorusso T,
Tia S,
Vicini S
(1997)
Brain-derived neurotrophic factor and nerve growth factor potentiate excitatory synaptic transmission in the rat visual cortex.
J Physiol (Lond)
498:153-164[Abstract/Free Full Text].
-
Castellani V,
Bolz J
(1997)
Membrane-associated molecules regulate the formation of layer-specific cortical circuits.
Proc Natl Acad Sci USA
94:7030-7035[Abstract/Free Full Text].
-
Castren E,
Zafra F,
Thoenen H,
Lindholm D
(1992)
Light regulates expression of brain-derived neurotrophic factor mRNA in rat visual cortex.
Proc Natl Acad Sci USA
89:9444-9448[Abstract/Free Full Text].
-
Crair MC,
Ruthazer ES,
Gillespie DC,
Stryker MP
(1997)
Relation between the ocular dominance and orientation maps in visual cortex of monocularly deprived cats.
Neuron
19:307-318[Web of Science][Medline].
-
Crair MC,
Gillespie DC,
Stryker MP
(1998)
The role of visual experience in the development of columns in cat visual cortex.
Science
279:566-570[Abstract/Free Full Text].
-
Dubin MW,
Stark LA,
Archer SM
(1986)
A role for action-potential activity in the development of neuronal connections in the kitten retinogeniculate pathway.
J Neurosci
6:1021-1036[Abstract].
-
Fagiolini M,
Hensch TK
(2000)
Inhibitory threshold for critical-period activation in primary visual cortex.
Nature
404:183-186[Medline].
-
Fagiolini M,
Stryker MP
(1996)
Delayed onset of NGF effects on ocular dominance plasticity in mice.
Soc Neurosci Abstr
22:1729.
-
Ferster D,
Chung S,
Wheat H
(1996)
Orientation selectivity of thalamic input to simple cells of cat visual cortex.
Nature
380:249-252[Medline].
-
Figurov A,
Pozzo-Miller LD,
Olafsson P,
Wang T,
Lu B
(1996)
Regulation of synaptic responses to high-frequency stimulation and LTP by neurotrophins in the hippocampus.
Nature
381:706-709[Medline].
-
Galuske RAW,
Kim D-S,
Castren E,
Thoenen H,
Singer W
(1996)
Brain-derived neurotrophic factor reverses experience-dependent synaptic modifications in kitten visual cortex.
Eur J Neurosci
8:1554-1559[Web of Science][Medline].
-
Garofalo L,
Ribeiro-da-Silva A,
Cuello AC
(1992)
Nerve growth factor-induced synaptogenesis and hypertrophy of cortical cholinergic terminals.
Proc Natl Acad Sci USA
89:2639-2643[Abstract/Free Full Text].
-
Hanover JL,
Huang ZJ,
Tonegawa S,
Stryker MP
(1999)
Brain-derived neurotrophic factor overexpression induces precocious critical period in mouse visual cortex.
J Neurosci
19:RC40.
-
Hata Y,
Stryker MP
(1994)
Control of thalamocortical afferent rearrangement by postsynaptic activity in developing visual cortex.
Science
265:1732-1735[Abstract/Free Full Text].
-
Hata Y,
Tsumoto T,
Stryker MP
(1999)
Selective pruning of more active afferents when cat visual cortex is pharmacologically inhibited.
Neuron
22:375-381[Web of Science][Medline].
-
Hata Y,
Ohshima M,
Ichisaka S,
Wakita M,
Fukuda M,
Tsumoto T
(2000)
Brain-derived neurotrophic factor expands ocular dominance columns in visual cortex in monocularly deprived and nondeprived kittens but does not in adult cats.
J Neurosci
20:RC57.
-
Hensch TK
(1997)
In: Development and plasticity of visual cortex: A role for intracortical interactions. Thesis University of California, San Francisco.
-
Issa NP,
Trepel C,
Stryker MP
(2000)
Spatial frequency maps in cat visual cortex.
J Neurosci
20:8504-8514[Abstract/Free Full Text].
-
Kang H,
Schuman EM
(1995)
Long-lasting neurotrophin-induced enhancement of synaptic transmission in the adult hippocampus.
Science
267:1658-1662[Abstract/Free Full Text].
-
Katz LC,
Shatz CJ
(1996)
Synaptic activity and the construction of cortical circuits.
Science
274:1133-1138[Abstract/Free Full Text].
-
Kim D-S,
Bonhoeffer T
(1994)
Reverse occlusion leads to a precise restoration of orientation preference maps in visual cortex.
Nature
370:370-372[Medline].
-
Lein ES,
Hohn A,
Shatz CJ
(2000)
Dynamic regulation of BDNF and NT-3 expression during visual system development.
J Comp Neurol
420:1-18[Web of Science][Medline].
-
Maffei L,
Berardi N,
Domenici L,
Parisi V,
Pizzorusso T
(1992)
Nerve growth factor (NGF) prevents the shift in ocular dominance distribution of visual cortical neurons in monocularly deprived rats.
J Neurosci
12:4651-4662[Abstract].
-
Marty S,
Berninger B,
Carroll P,
Thoenen H
(1996)
GABAergic stimulation regulates the phenotype of hippocampal interneurons through the regulation of brain-derived neurotrophic factor.
Neuron
16:565-570[Web of Science][Medline].
-
Mastronarde DN
(1987)
Two classes of single-input X-cells in cat lateral geniculate nucleus. II. Retinal inputs and the generation of receptive-field properties.
J Neurophysiol
57:381-413[Abstract/Free Full Text].
-
McAllister AK,
Lo DC,
Katz LC
(1995)
Neurotrophins regulate dendritic growth in developing visual cortex.
Neuron
15:791-803[Web of Science][Medline].
-
McAllister AK,
Katz LC,
Lo DC
(1996)
Neurotrophin regulation of cortical dendritic growth requires activity.
Neuron
17:1057-1064[Web of Science][Medline].
-
Meyer-Franke A,
Kaplan MR,
Pfreiger FW,
Barres BA
(1995)
Characterization of the signaling interactions that promote the survival and growth of developing retinal ganglion cells in culture.
Neuron
15:805-819[Web of Science][Medline].
-
Meyer-Franke A,
Wilkinson GA,
Kruttgen A,
Hu M,
Munro E,
Hanson Jr MG,
Reichardt LF,
Barres BA
(1998)
Depolarization and cAMP elevation rapidly recruit TrkB to the plasma membrane of CNS neurons.
Neuron
21:681-693[Web of Science][Medline].
-
Olson CR,
Freeman RD
(1975)
Progressive changes in kitten striate cortex during monocular vision.
J Neurophysiol
38:26-32[Abstract/Free Full Text].
-
Reid RC,
Alonso JM
(1995)
Specificity of monosynaptic connections from thalamus to visual cortex.
Nature
378:281-284[Medline].
-
Reiter HO,
Stryker MP
(1988)
Neural plasticity without postsynaptic action potentials: less-active inputs become dominant when kitten visual cortical cells are pharmacologically inhibited.
Proc Natl Acad Sci USA
85:3623-3627[Abstract/Free Full Text].
-
Reiter HO,
Waitzman DM,
Stryker MP
(1986)
Cortical activity blockade prevents ocular dominance plasticity in the kitten visual cortex.
Exp Brain Res
65:182-188[Web of Science][Medline].
-
Riddle DR,
Lo DC,
Katz LC
(1995)
NT-4-mediated rescue of lateral geniculate neurons from effects of monocular deprivation.
Nature
378:189-191[Medline].
-
Rutherford LC,
DeWan A,
Lauer HM,
Turrigiano GG
(1997)
Brain-derived neurotrophic factor mediates the activity-dependent regulation of inhibition in neocortical cultures.
J Neurosci
17:4527-4535[Abstract/Free Full Text].
-
Sato H,
Hata Y,
Masui H,
Tsumoto T
(1987)
A functional role of cholinergic innervation to neurons in the cat visual cortex.
J Neurophysiol
58:765-780[Abstract/Free Full Text].
-
Scharfman HE
(1997)
Hyperexcitability in combined entorhinal/hippocampal slices of adult rat after exposure to brain-derived neurotrophic factor.
J Neurophysiol
78:1082-1095[Abstract/Free Full Text].
-
Shatz CJ,
Stryker MP
(1978)
Ocular dominance in layer IV of the cat's visual cortex and the effects of monocular deprivation.
J Physiol (Lond)
281:267-283[Abstract/Free Full Text].
-
Shatz CJ,
Lindstrom S,
Wiesel TN
(1977)
The distribution of afferents representing the right and left eyes in the cat's visual cortex.
Brain Res
131:103-116[Web of Science][Medline].
-
Shelton D,
Sutherland J,
Gripp J,
Camerato T,
Armanini MP,
Phillips HS,
Caroll K,
Spencer SD,
Levinson AD
(1995)
Human trks: molecular cloning, issue distribution, and expression of extracellular domain immunoadhesins.
J Neurosci
15:477-491[Abstract].
-
Stryker MP,
Harris WA
(1986)
Binocular impulse blockade prevents the formation of ocular dominance columns in cat visual cortex.
J Neurosci
6:2117-2133[Abstract].
-
Tanaka T,
Saito H,
Matsuki N
(1997)
Inhibition of GABAA synaptic responses by brain-derived neurotrophic factor (BDNF) in rat hippocampus.
J Neurosci
17:2959-2966[Abstract/Free Full Text].
-
Thoenen H
(1995)
Neurotrophins and neuronal plasticity.
Science
5236:593-598.
-
Wiesel TN,
Hubel DH
(1963a)
Effects of visual deprivation on morphology and physiology of cells in the cat's lateral geniculate body.
J Neurophysiol
26:978-993[Free Full Text].
-
Wiesel TN,
Hubel DH
(1963b)
Single-cell responses in striate cortex of kittens deprived of vision in one eye.
J Neurophysiol
26:1003-1017[Free Full Text].
-
Zafra F,
Hengerer B,
Leibrock J,
Thoenen H,
Lindholm D
(1990)
Activity dependent regulation of BDNF and NGF mRNAs in the rat hippocampus is mediated by non-NMDA glutamate receptors.
EMBO J
9:3545-3550[Web of Science][Medline].
Copyright © 2000 Society for Neuroscience 0270-6474/00/20249174-13$05.00/0
This article has been cited by other articles:

|
 |

|
 |
 
D. S. Liao, T. E. Krahe, G. T. Prusky, A. E. Medina, and A. S. Ramoa
Recovery of Cortical Binocularity and Orientation Selectivity After the Critical Period for Ocular Dominance Plasticity
J Neurophysiol,
October 1, 2004;
92(4):
2113 - 2121.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
B. Jiang, Y. Akaneya, Y. Hata, and T. Tsumoto
Long-Term Depression Is Not Induced by Low-Frequency Stimulation in Rat Visual Cortex In Vivo: A Possible Preventing Role of Endogenous Brain-Derived Neurotrophic Factor
J. Neurosci.,
May 1, 2003;
23(9):
3761 - 3770.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. Wahle, G. Di Cristo, G. Schwerdtfeger, M. Engelhardt, N. Berardi, and L. Maffei
Differential effects of cortical neurotrophic factors on development of lateral geniculate nucleus and superior colliculus neurons: anterograde and retrograde actions
Development,
February 1, 2003;
130(3):
611 - 622.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Bartoletti, L. Cancedda, S. W. Reid, L. Tessarollo, V. Porciatti, T. Pizzorusso, and L. Maffei
Heterozygous Knock-Out Mice for Brain-Derived Neurotrophic Factor Show a Pathway-Specific Impairment of Long-Term Potentiation But Normal Critical Period for Monocular Deprivation
J. Neurosci.,
December 1, 2002;
22(23):
10072 - 10077.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. S. Liao, A. F. Mower, R. L. Neve, C. Sato-Bigbee, and A. S. Ramoa
Different Mechanisms for Loss and Recovery of Binocularity in the Visual Cortex
J. Neurosci.,
October 15, 2002;
22(20):
9015 - 9023.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. J. Beaver, Q. S. Fischer, Q. Ji, and N. W. Daw
Orientation Selectivity Is Reduced by Monocular Deprivation in Combination With PKA Inhibitors
J Neurophysiol,
October 1, 2002;
88(4):
1933 - 1940.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. F. Mower, D. S. Liao, E. J. Nestler, R. L. Neve, and A. S. Ramoa
cAMP/Ca2+ Response Element-Binding Protein Function Is Essential for Ocular Dominance Plasticity
J. Neurosci.,
March 15, 2002;
22(6):
2237 - 2245.
[Abstract]
[Full Text]
[PDF]
|
 |
|
|

|