Trends Neurosci May 1986;9:186-192
Department of Neuroscience, University of Pennsylvania, Philadelphia 19104, USA.
Neurons in cat retina belong to specific types. Each type is characterized by a specific correspondence between morphology and physiology and forms a regular array that connects lawfully to the arrays of certain other types. Two circuits have been traced quantitatively through these arrays from photoreceptors to alpha- and beta- ganglion cells. The 'cone-bipolar circuit' appears to convey the center-surround receptive field to ganglion cells, using cones in daylight and rods (via gap junctions to cones) in twilight. A 'rod-bipolar circuit' appears to convey the quantal signal and the pure center receptive field to the ganglion cells in starlight.
Eur J Neurosci Feb 1992;4:506-520
Department of Neuroscience, University of Pennsylvania, Philadelphia 19104, USA.
Neural integration depends critically upon circuit architecture;
yet the architecture has never been established quantitatively
(numbers of cells and synapses) for any vertibrate local circuit.
Here we describe circuits in the cat retina that connect cones to
the on-beta ganglion cell. This cell type is important because
on- and off-beta cells contribute about 50% of the optic nerve
fibers and the major retinal input to the striate cortex. Three
adjacent on-beta cells in the area centralis and their bipolar
connections to cones were reconstructed from electron micrographs
of 279 serial section. The beta dendritic field is 34±2
micrometers in diameter and encompasses 35 cones. All of these
cones connect to the beta cell via 14-17 bipolar cells. These
bipolar cells were shown previously by cluster analysis to be of
four types (b1-b4); three of these types (b1, b2 and b3) provided
97% of the bipolar contacts to the beta cell, in the ratio
4:2:1. On average, bipolar cells nearest the centre of the beta
dendritic field contribute more synapses than those towards the
edge, but the peaked distribution of bipolar synapses across the
dendritic field is only slightly broader than the optical
pointspread function of the cat's eye, and is narrower by half
than the centre of the ganglion cell receptive field. This
implies that the distribution of bipolar synapses across the beta
cell dendritic field contributes little to the extent or shape of
the receptive field. Since all three bipolar circuits connect to
the same set of cones, they must carry the same spatial and
chromatic information; they might convey different temporal
frequencies. The numbers of bipolar synapses (mean±SD =
154±8) and amacrine synapses (59±5) converging on three
adjacent beta cells are remarkably constant (SD approx. equals
5% of the mean). Thus, as the circuits repeat locally, the
fundamental design is accurately reproduced.
Vis Neurosci 1994 Mar;11(2):261-269 Laboratory of Neurophysiology, National Institute of Neurological Disorders and Stroke, Bethesda, MD 20892.
When a bar of light (215 x 5000 microns) illuminates the
receptive field of an ON-beta ganglion cell of cat retina, the
cell depolarizes. Intracellular recording from the cat eyecup
preparation shows that this depolarization is due to an increase
in conductance (2.4 +/- 0.6 nS). Different phases of this
depolarization have different reversal potentials, but all of
these reversal potentials are more positive than the cell's
resting potential in the dark. When the light is turned on, there
is an initial transient depolarization; the reversal potential
measured for this transient is positive (23 +/- 11 mV). As the
light is left on, the cell partially repolarizes to a sustained
depolarization; the reversal potential measured for this
sustained depolarization is close to zero (-1 +/- 5 mV). When the
light is turned off, the cell repolarizes further; the reversal
potential measured for this repolarization is negative (-18 +/- 7
mV), but still above the resting potential in the dark (-50 mV).
To explain this variety of reversal potentials, at least two
different synaptic conductances are required: one to ions which
have a positive reversal potential and another to ions which have
a negative reversal potential. Comparing the responses to broad
and narrow bars suggests that these two conductances are
associated with the center and surround, respectively. Finally,
since an ON-beta cell in the area centralis receives about 200
synapses, these results indicate that a single synapse produces
an average conductance increase of about 15 pS during a
near-maximal depolarization.
J Comp Neurol 1993 Mar 1;329(1):68-84 Laboratory of Neurophysiology, National Institute of Neurological Diseases and Stroke, National Institutes of Health, Bethesda, Maryland 20892.
Six OFF-alpha ganglion cells and a single OFF-beta ganglion cell were penetrated with
intracellular microelectrodes and marked with horseradish peroxidase (HRP) in a perfused cat
eyecup. Gaussian center radii (Rc) ranging from 40 to 217 microns were measured for receptive
fields mapped with slits, values in agreement with previous extracellular reports. ON and OFF
response components revealed nearly identical Rc's and center locations. Although Gaussian
diameters (2Rc) were about 80% of dendritic field diameters overall, in this sample dendritic and
receptive fields were not well correlated. Spatial tuning of ganglion cells was evidenced in peaked
amplitude-vs.-width functions, fit by difference-of-Gaussians models. Such plots yielded Rc
values about 40% less than position-vs amplitude plots. Rs values for surrounds ranged from 200
to 1,700 microns. Rod and cone signals were investigated with flicker. Rod flicker signals in
OFF-alpha cells were larger and of shorter latency than in either horizontal or AII amacrine cells.
Cone flicker signals were also short in latency, with an ON response time constant of 9 msec,
and an OFF response time constant of 3 msec. The OFF-alpha rod-cone transition involved a
latency increase of 20-30 msec. The spontaneous and light-evoked impulse rates of OFF-alpha
responses varied linearly with extrinsic current, but the amplitude of ON hyperpolarization was
little affected. After injection of staining current, the OFF-beta cell transiently depolarized at
ON, suggestive of ON inhibition with reversed chloride gradient, a result not seen in OFF-alpha
responses. Events (peaked, depolarizing voltage fluctuations) of high, low, and intermediate
amplitudes were studied in OFF-alpha responses. High amplitude events (impulses), were
OFF-correlated with the stimulus, and exhibited mean rise times (transit time from 25 to 75% of
peak amplitude) from 255 to 392 microseconds. Intermediate level events (presumed synaptic
origin) were also OFF correlated and had longer rise times (325 microseconds to 1.56
microseconds). Low level events (234-685 microseconds) revealed either ON, ON/OFF, or not
stimulus correlation.
Nature 1996 Jun
13;381(6583):613-615 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104, USA.
Visual information is conveyed to the brain by the retinal
ganglion cells. Midget ganglion cells serve fine spatial vision
by summing excitation from a receptive field 'centre', receiving
input from a single cone in the central retina, with lateral
inhibition from a receptive field 'surround', receiving input
from many surrounding cones. Midget ganglion cells are also
thought to serve colour opponent vision because the centre
excitation is from a cone of one spectral type, while the
surround inhibition is from cones of the other type. The two
major cone types, middle(M)- and long-(L)wavelength sensitive,
are equally numerous and randomly distributed in the primate
central retina, so a spectrally homogeneous surround requires
that the cells mediating la teral interactions (horizontal or
amacrine cells) receive selective input from only one cone type.
Horizontal cells cannot do this because they receive input
indiscriminately from M and L cones. Here we report that the
amacrine cells connected to midget g anglion cells are similarly
indiscriminate. The absence of spectral specificity in the
inhibitory wiring raises doubt about the involvement of midget
ganglion cells in colour vision and suggest that colour opponency
may instead be conveyed by a different type of ganglion cell.
Vision Res 1996 Nov;36(21):3373-3381 Mahoney Institute for Neurological Sciences, University of Pennsylvania, Philadelphia 19104-6058, USA. calkins@mpih-frank-furt.mpg.d400.de
The response of a mammalian bipolar cell is generally thought to be determined by the location and morphology of synapses from the cone terminal: ON bipolar cells are believed to be depolarized strictly at invaginating contacts and OFF bipolar cells hy
perpolarized at basal contacts. This hypothesis was re-investigated in the macaque fovea (1 deg nasal) using electron micrographs of serial sections. We determined the number of invaginating sites available and then identified the contacts to bipolar cell
s with axons in the ON level of the inner plexiform layer. A cone terminal forms about 20 active zones marked by ribbons. A few active zones house two invaginating dendrites, so there are 22 invaginating sites per cone. A midget ON bipolar cell collects 1
8 invaginating contacts from one cone, thus only about four invaginating sites remain for diffuse ON bipolar cells. Two diffuse ON cells were reconstructed; each collects about 25 contacts from an estimated 10 cones. Only three or four of these contacts a
re invaginating; the rest are basal, adjacent to the triad. This suggests that basal contacts can be depolarizing. The distance from the vesicle release site at active zones to an invaginating contact is 140 +/- 40 nm; to a basal contact adjacent to the t
riad is 500 +/- 160 nm, and to the next nearest basal contact is 950 +/- 370 nm.
Nature 1994 Sep 1;371(6492):70-72 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104.
Visual acuity depends on the fine-grained neural image set by the foveal cone mosaic. To preserve this spatial detail, cones transmit through non-divergent pathways: cone-->midget bipolar cell-->midget ganglion cell. Adequate gain must be establi
shed along each pathway; crosstalk and sources of variation between pathways must be minimized. These requirements raise fundamental questions regarding the synaptic connections: (1) how many synapses from bipolar to ganglion cell transmit a cone signal a
nd with what degree of crosstalk between adjacent pathways; (2) how accurately these connections are reproduced across the mosaic; and (3) whether the midget circuits for middle (M) and long (L) wavelength sensitive cones are the same. We report here that
the midget ganglion cell collects without crosstalk either 28 +/- 4 or 47 +/- 3 midget bipolar synapses. Two cone types are defined by this difference; being about equal in number and distributing randomly in small clusters of like type, they are probabl
y M and L.
J Comp Neurol 1986 Aug 1;250(1):1-7 Cone bipolar neurons in the cat retina were studied in serial sections prepared as electron microscope autoradiograms following intravitreal injection of (3H)glycine. The goal was to learn whether the cone bipolar types that accumulate glycine correspo
nd to the types thought on other grounds to be inhibitory. About half of the cone bipolars in a given patch of retina showed specific accumulation of silver grains. The specificity of accumulation was similar to that shown by glycine-accumulating amacrine
s. All of the cone bipolars arborizing in sublamina b accumulated glycine but none of the cone bipolars arborizing in sublamina a did so. The types of cone bipolars accumulating glycine did not match the types thought to be inhibitory. Cone bipolar types
CBb1 and CBb2 both form gap junctions with the glycine-accumulating AII amacrine, thus raising the possibility that glycine might accumulate in these cone bipolars by diffusion from the AII cell or vice versa. Thus it is logically impossible to tell which
of these three cells contains a high-affinity uptake mechanism for glycine and consequently which of the three might actually use glycine as a neurotransmitter.
Philos Trans R Soc Lond B Biol Sci 1990 Dec 29;330(1258):305-321 Department of Anatomy, University of Pennsylvania, Philadelphia 19104.
We identified all the cone bipolar cells (80) in a small patch of one retina and then studied in detail the complete subset (42) that sends axons to sublamina b of the inner plexiform layer. The point was to learn whether the 'types' suggested previous
ly, based on a few examples from a large population, could be substantiated or whether there would be intermediate forms. Tissue from the area centralis (1 degree eccentricity), was prepared as a series of 279 ultrathin sections and photographed in the el
ectron microscope. Thirteen cells were reconstructed completely and parcelled into five categories (b1-b5) based on external morphology. For nine of these cells (two from categories b1-b4 and one from b5) most of the synaptic inputs and outputs were ident
ified. When these nine cells were parcelled according to their synaptic patterns, they sorted into the same five categories. The remaining 29 cells in the population, though not reconstructed, were studied in detail by tracing their processes through the
series. Ten of these cells, those near the margin of the series, were incomplete. The other 19 cells had essentially the same distribution of morphologies and synaptic patterns as the subset studied by total reconstruction: when plotted in multiparametric
space, they formed distinct clusters corresponding to the five morphological categories. There was no hint of intermediate forms. That all the neurons in the population sort into some cluster (no intermediate forms), and that each neuron sorts into the s
ame cluster by different criteria, argues that the clusters represent natural types. Each type forms a regular array in the region studied with an axonal 'coverage factor' that is close to one.
Philos Trans R Soc Lond B Biol Sci 1990 Dec 29;330(1258):323-328 Department of Anatomy, University of Pennsylvania, Philadelphia 19104.
In the central area of cat retina the cone bipolar cells that innervate sublamina b of the inner plexiform layer comprise five types, four with narrow dendritic fields and one with a wide dendritic field. This was shown in the preceding paper (Cohen &a
mp; Sterling 1990 a) by reconstruction from electron micrographs of serial sections. Here we show by further analysis of the same material that the coverage factor (dendritic spread x cell density) is about one for each of the narrow-field types (b1, b2,
and b4). The same is probably true for the other narrow-field type (b3), but this could not be proved because its dendrites were too fine to trace. The dendrites of types b1, b2, and b4 collect from all the cone pedicles within their reach and do not bypa
ss local pedicles in favour of more distant ones. The dendrites of type b5, the wide-field cell, bypass many pedicles. On average 5.1 +/- 1.0 pedicles coverage on a b1 bipolar cell; 6.0 +/- 1.2 converge on a b2 cell and 5.7 +/- 1.5 converge on a b4 cell.
Divergence within a type is minimal: one pedicle contacts only 1.2 b1 cells, 1.0 b2 cells, and 1.0 b4 cells. Divergence across types is broad: each pedicle apparently contacts all four types of the narrow-field bipolar cells that innervate sublamina b. Ea
ch pedicle probably also contacts an additional 4-5 types of narrow-field bipolar cell that innervate sublamina a. There are several possible advantages to encoding the cone signal into multiple, parallel, narrow-field pathways.
J Neurophysiol 1991 Feb;65(2):352-359 Department of Anatomy, School of Medicine, University of Pennsylvania, Philadelphia 19104.
1. We have investigated the anatomic basis for the Gaussian-like receptive field center of the on-beta ("X") ganglion cell in the area centralis of cat retina. Three adjacent on-beta cells were reconstructed from electron micrographs of 279 s
erial sections cut vertically through a patch of retina at approximately 1 degree eccentricity. 2. All the bipolar synapses on these cells were identified, and about one-half of these were traced to type b1 bipolar cells, which formed a regular array in t
he plane of the retina. 3. On average, seven b1 cells contributed to a beta cell: bipolar axons near the middle of the beta dendritic field tended to give many contacts (12-33 contacts); axons near the edge of the field tended to give few contacts (3-4 co
ntacts). 4. Each b1 cell collected from four to seven cones, and
the mean number of cones converging through the b1 array to a
beta cell was 30. 5. Assuming equal effectiveness for all b1->beta cell synapses, a spatial weighting function was derived fro
m these results. The mean radius of this function at 1/e amplitude for three beta cells was 18.0 +/- 1.1 (SD) microns. This is considerably narrower than the corresponding measurements of the beta cell receptive field center (28 +/- 3 microns) at this ecc
entricity. 6. It is concluded, in agreement with previous work, that all cones encompassed by the beta cell's dendritic field and those slightly beyond it connect directly to the beta cell via the b1 bipolar cell array. However, the center of the beta cel
l receptive field is still broader by approximately 60%. This suggests that pooling of cone signals may occur at the level of the outer plexiform layer.
J Comp Neurol 1979 Dec 15;188(4):599-627 Neurons in the cerebral cortex have been classified primarily by their differences in axonal and dendritic branching patterns observed in material impregnated by the Golgi method. Although these morphological differences are widely believed to reflect
differences in connectivity, very little is actually known about the patterns of synaptic input to different cell types. We have obtained such information for 32 adjacent neurons in layer IVab of cat cortical area 17 by reconstructing them from electron m
icrographs of 150 serial sections. Synaptic terminals from the lateral geniculate nucleus were labeled in this material by anterograde degeneration and their distribution, as well as that of normal terminals containing flat or round vesicles, was recorded
. The neurons were divided into seven classes based on differences in size, shape, dendritic branching pattern and synaptic input. Class I cells were pyramidal with apical and basilar dendrites, dendritic spines, exclusively flat-vesicle terminals on the
somas (11/100 micron2), and geniculate terminals on the basilar dendrites. Class II cells were large stellates (20 micron diameter) with dark cytoplasm and numerous flat-vesicle and round-vesicle terminals on the somas (48/100 micron2). Geniculate termin
als contacted the cell bodies and primary, secondary, and tertiary dendrites. The Class III cell was stellate with varicose dendrites, a sparse distribution of flat-vesicle terminals (8/100 micron2) on the soma, and both geniculate and round-vesicle termi
nals on the dendrites. Class IV cells had radially elongated somas with sharply tapered apical and basilar dendrites bearing spines. There was a medium distribution of flat-vesicles terminals (17/100 mu2), to the somas while geniculate terminals were rest
ricted to the secondary dendrites. Class V cells were multipolar with flat-vesicle terminals on the somas (11/100 micron2) and a few geniculate terminals on the dendrites. Class VI cells were mostly small (as small as 7 micron diameter), with a sparse dis
tribution on the somas of both flat-vesicle terminals (7/100 micron2). Two cells had geniculate terminals on their somas. Class VII cells had sharply tapered apical and basilar dendrites, both flat-vesicle and round-vesicle terminals on the somas (14/100
micron2), and no geniculate input. The results make clear that the neurons in layer IVab are quite heterogeneous, not merely in their intrinsic morphology, but also in their patterns of connectivity. The geniculate input is not funneled to a single type o
f neuron but diverges widely, contacting at least six different cell types, and may form on each a pattern that is characteristic for the type. The reconstruction approach, in providing a detailed identification of the synaptic patterns on substantial num
bers of adjacent cells, should make it possible to address directly certain unanswered questions about cortical circuitry...
J Comp Neurol 1987 Jun
1;260(1):76-86 The distribution of geniculate synapses on neuron cell bodies
in layers IVab and IVc of cat area 17 was studied. Electron
microscope autoradiography was used to identify geniculate
terminals that were labeled by anterograde transport of
radioactivity i njected into the A-laminae of the lateral
geniculate nucleus. Thirty-eight cell bodies (19 in layer IVab
and 19 in layer IVc) were examined in a series of 138 consecutive
sections. Two pyramidal somas were studied and had no geniculate
contacts. All of th e other somas studied were nonpyramidal, and
of these, 85% received geniculate contacts. The proportion of
somas receiving somatic geniculate input differed in layers IVab
and IVc. In layer IVab, 70% of the nonpyramidal somas received
geniculate contacts; in IVc, 100%. Such high percentages indicate
that geniculate afferents synapse with more types of layer IV
neuron than the aspinous neurons that synthesize
gamma-aminobutyric acid (GABA) (Freund et al., '85b). The pattern
of input to somas was so diverse that it was impossible to form
groups of neurons based on only this criterion. We wondered if it
would be possible to form groups of neurons based on a range of
characteristics among which would be pattern of synaptic input.
To this end, pyramidal neuron s and neurons that contained a
cytoplasmic laminated body (CLB) (Winfield, '79; Einstein et al.,
'84) were treated as two separate classes. We found fair
agreement among the features of these neurons within their own
classes, with the CLB-cells in layer I Vab and IVc forming
separate groups. Among the remaining neurons there was too little
agreement within the range of features to enable us to treat them
in this manner. Geniculate somatic contacts in both sublayers
were of 2 forms, those with round vesicle s and asymmetric
thickenings (RA) and those with pleomorphic vesicles and
symmetric thickenings (PS) (Einstein et al., '87). The
distribution of these forms varied: some cells received contacts
exclusively from one form or the other; other cells received
contacts from both. On one cell that bore 33 somatic geniculate
terminals, 61% were RA and 39% were PS. Such substantial numbers
of geniculate contacts located near the site of impulse
initiation are likely to contribute significantly to the
receptive fie ld properties of this neuron, and the possible
effects are discussed.
J Comp Neurol 1987 Jun
1;260(1):76-86 The distribution of geniculate synapses on neuron cell bodies
in layers IVab and IVc of cat area 17 was studied. Electron
microscope autoradiography was used to identify geniculate
terminals that were labeled by anterograde transport of
radioactivity i njected into the A-laminae of the lateral
geniculate nucleus. Thirty-eight cell bodies (19 in layer IVab
and 19 in layer IVc) were examined in a series of 138 consecutive
sections. Two pyramidal somas were studied and had no geniculate
contacts. All of th e other somas studied were nonpyramidal, and
of these, 85% received geniculate contacts. The proportion of
somas receiving somatic geniculate input differed in layers IVab
and IVc. In layer IVab, 70% of the nonpyramidal somas received
geniculate contacts; in IVc, 100%. Such high percentages indicate
that geniculate afferents synapse with more types of layer IV
neuron than the aspinous neurons that synthesize
gamma-aminobutyric acid (GABA) (Freund et al., '85b). The pattern
of input to somas was so diverse that it was impossible to form
groups of neurons based on only this criterion. We wondered if it
would be possible to form groups of neurons based on a range of
characteristics among which would be pattern of synaptic input.
To this end, pyramidal neuron s and neurons that contained a
cytoplasmic laminated body (CLB) (Winfield, '79; Einstein et al.,
'84) were treated as two separate classes. We found fair
agreement among the features of these neurons within their own
classes, with the CLB-cells in layer I Vab and IVc forming
separate groups. Among the remaining neurons there was too little
agreement within the range of features to enable us to treat them
in this manner. Geniculate somatic contacts in both sublayers
were of 2 forms, those with round vesicle s and asymmetric
thickenings (RA) and those with pleomorphic vesicles and
symmetric thickenings (PS) (Einstein et al., '87). The
distribution of these forms varied: some cells received contacts
exclusively from one form or the other; other cells received
contacts from both. On one cell that bore 33 somatic geniculate
terminals, 61% were RA and 39% were PS. Such substantial numbers
of geniculate contacts located near the site of impulse
initiation are likely to contribute significantly to the
receptive fie ld properties of this neuron, and the possible
effects are discussed. J Comp Neurol 1996 Jan 15;364(3):556-566 National Institute of Neurological Disorders and Stroke, Maryland 20892, USA.
We studied the morphology, photic responses, and synaptic connections of ON-OFF amacrine cells in the cat retina by penetrating them with intracellular electrodes, staining them with horseradish peroxidase, and examining them with the electron microsco
pe. In a sample of seven cells, we found two different morphological types: the A19, which ramifies narrowly in stratum 2 (sublamina a) of the inner plexiform layer, and the A22, which ramifies mostly in stratum 4 (sublamina b) but extends some dendrites
to sublamina a. Both of these cell types have axon-like processes that extend > 800 microns from the conventional dendritic arbor. ON-OFF amacrine cells in our sample had receptive fields (1.7 +/- 0.3 mm diameter) that were broader than their dendritic
arbors (425 +/- 35 microns diameter) and that extended over the region of axon-like processes. In addition, we found many features in common with ON-OFF amacrine cells in poikilotherm vertebrates: a broad receptive field without surround antagonism, two
sizes of spike-like events, narrow dynamic range (1 log unit intensity), and excitatory postsynaptic potentials at light on and light off. Two A19 amacrine cells were examined in the electron microscope: most synaptic inputs (93 and 76%, respectively) to
either cell were from amacrine cells, with minor inputs from cone bipolar cells. Synaptic outputs were to bipolar, amacrine, and ganglion cells, including the OFF-alpha cell.
J Comp Neurol 1983 Sep 20;219(3):295-304 Roughly one-quarter of neurons in the amacrine cell layer accumulate exogenous gamma-aminobutyric acid (GABA). Some of these (8%) are interplexiform cells; the remainder are true amacrine cells. We partially reconstructed, from serial electron microsco
py autoradiograms, 25 GABA-accumulating amacrines and distinguished four types based on cytoplasmic appearance, soma size and shape, and the form of primary and secondary processes. Type 1 had a large (609 +/- 60 microns3), dark soma, and multiple, medium
-diameter (0.6 microns) processes splayed from the soma margins like the appendages from a crab. Type 2 had a medium (360 +/- 40 microns3), helmet-shaped, pale soma, and medium-diameter (0.8 microns) processes that branched in sublamina alpha. Type 3 had
a small (267 +/- 44 microns3), dark, pyriform soma. The latter formed a single stout (3.0 microns) process that bifurcated in the middle of sublamina alpha. Type 4 had a very large, pale soma (860 microns3). This was pyriform, tapering into a stout (2.0 m
icrons) process that descended into the middle of sublamina alpha where it emitted smaller tangential processes. It is to be expected that each of these amacrine cell types will have distinct functions in neurotransmitter retinal circuitry.
J Comp Neurol 1987 Dec 15;266(3):445-455 Department of Anatomy, University of Pennsylvania, Philadelphia 19104.
The potential and actual connections between rod and rod bipolar arrays in the area centralis of the cat retina were studied by electron microscopy of serial ultrathin sections. In the region studied there were about 378,000 rods/mm2 and 36,000-47,000
rod bipolars/mm2. The tangential spread of rod bipolar dendrites was 11.2 microns in diameter, and the "coverage factor" for the rod bipolar cell was 3.5-4.6. We estimate that about 37 rods potentially converge on a rod bipolar cell and that one
rod potentially diverges to about four rod bipolar cells. The actual connections, however, are less than this by about half: 16-20 rods actually converge on a bipolar cell and one rod actually diverges to slightly less than two rod bipolar cells. The deg
ree of convergence appears to reflect a compromise between the need to signal graded stimulus intensities (requiring wide convergence) and the need to maintain a good signal/noise ratio (requiring narrow convergence). Amacrine varicosities that provide re
ciprocal contact at the rod bipolar dyad were studied in serial electron microscopic autoradiograms following intraocular administration of 3H-GABA or 3H-glycine. More that 90% of the reciprocal amacrine processes accumulated GABA in a specific fashion. T
his information, in conjunction with Nelson's recordings from the rod bipolar and amacrine cells postsynaptic at the dyad (Nelson et al: Invest. Ophthalmol. 15:946-953, '76; Kolb and Nelson: Vision Res. 23:301-312, '83), suggests that feedback at the rod
bipolar output might be positive.
Proc Natl Acad Sci U S A 1992 Jan 1;89(1):236-240
Laboratory of Neurophysiology, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892.
The on-alpha ganglion cell in the area centralis of the cat
retina receives approximately 450 synapses from type b1 cone
bipolar cells. This bipolar type forms a closely spaced array (9
microns), which contributes from 1 to 7 synapses per b1 cell
throu ghout the on-alpha dendritic field. Here we use a
compartmental model of an on-alpha cell, based on a
reconstruction from electron micrographs of serial sections, to
compute the contribution of the b1 array to the on-alpha
receptive field. The computation shows that, for a physiologic
range of specific membrane resistance (9500-68,000 omega.cm2) and
a linear synapse, inputs are equally effective at all points on
the on-alpha dendritic tree. This implies that the electrotonic
properties of the dendritic tree contribute very little to the
domed shapes of the receptive field center and surround. Rather,
these shapes arise from the domed distribution of synapses across
the on-alpha dendritic field. Various sources of
"jitter" in the anatomical circu it, such as variation
in bipolar cell spacing and fluctuations in the number of
synapses per bipolar cell, are smoothed by the overall circuit
design. However, the computed center retains some minor
asymmetries and lumps, due to anatomical jitter, as found in
actual alpha-cell receptive fields.
J Neurosci 1988 Jul;8(7):2303-2320 University of Pennsylvania Medical School, Department of Anatomy, Philadelphia 19104.
Anatomical circuits converging onto the ON-alpha (Y) ganglion cell were studied by computer-assisted reconstruction of substantial portions of 2 alpha cells from electron micrographs of serial sections. The alpha cells in the area centralis were labele
d by a Golgi-like retrograde filling with horseradish peroxidase, and certain presynaptic amacrine processes were labeled by uptake of 3H-glycine. About 4400 synapses contacted the alpha cell. Eighty-six percent were from amacrine cells; the rest were fro
m bipolar cells. About one-quarter of the amacrine synapses were specifically labeled by 3H-glycine and probably belong to the A4 amacrine. The bipolar inputs were provided by several types: cone bipolar CBb1 (85%), cone bipolar CBb5 (2%), the rod bipolar
(5%), and some unidentified cone bipolars (11%). Contacts from each type occurred in specific strata, with the consequence that they tended to form spots or annulli over the alpha dendritic field. The CBb1 bipolars formed a moderately dense array (8000/m
m2), with a nearest-neighbor distance of 8.6 +/- 1.3 microns. Most members of the array (84%) contacted the alpha cell, providing 1-7 synapses (average, 2.7 +/- 1.6). The placement of contacts from an individual CBb1 followed certain rules: they were rest
ricted to a parent branch of the alpha arbor or to 2 daughter branches, but almost never crossed a branch of the alpha arbor. The synaptic territory of an individual CBb1 was not shared with other b1s (or cone bipolars of any sort), although it was shared
with amacrine contacts. Rod bipolar cells also formed a very dense array (54,500/mm2) in the alpha dendritic field, but only a few of these (3%) contacted the alpha cell. The concentric receptive field of the CBb1, combined with the spatial organization
of its array, is used to predict the CBb1 contribution to the alpha cell receptive field; this contribution resembles the spatial and temporal organization of the alpha receptive field itself.
Proc Natl Acad Sci U S A 1996 Dec
10;93(25):14598-14601 Department of Pharmacology and Physiology, University of Rochester, NY 14642, USA.
Expression of G protein-regulated phospholipase C (PLC) beta 4
in the retina, lateral geniculate nucleus, and superior
colliculus implies that PLC beta 4 may play a role in the
mammalian visual process. A mouse line that lacks PLC beta 4 was
generated and the physiological significance of PLC beta 4 in
murine visual function was investigated. Behavioral tests using a
shuttle box demonstrated that the mice lacking PLC beta 4 were
impaired in their visual processing abilities, whereas they
showed no defi cit in their auditory abilities. In addition, the
PLC beta 4-null mice showed 4-fold reduction in the maximal
amplitude of the rod a- and b-wave components of their
electroretinograms relative to their littermate controls.
However, recording from single r od photoreceptors did not reveal
any significant differences between the PLC beta 4-null and
wild-type littermates, nor were there any apparent differences in
retinas examined with light microscopy. While the behavioral and
electroretinographic results in dicate that PLC beta 4 plays a
significant role in mammalian visual signal processing, isolated
rod recording shows little or no apparent deficit, suggesting
that the effect of PLC beta 4 deficiency on the rod signaling
pathway occurs at some stage after the initial phototransduction
cascade and may require cell-cell interactions between rods and
other retinal cells.
J Neurosci 1995 Nov;15(11):7673-7683 Department of Bioengineering, University of Pennsylvania, School of Medicine, Philadelphia 19104, USA.
Ganglion cell receptive field centers are small in central retina and larger toward periphery. Accompanying this expansion, the distribution of sensitivity across the centers remain Gaussian, but peak sensitivities decline. To identify circuitry that might explain this physiology, we measured the density of bipolar cell synapses on the dendritic membrane of beta (X) and alpha (Y) ganglion cells and the distribution of dendritic membrane across their dendritic fields. Both central and peripheral beta cells receive bipolar cell synapses at a density of approximately 28/100 microns2 of dendritic membrane; central and peripheral alpha cells receive approximately 13/100 microns2. The distribution of dendritic membrane across the dendritic field is dome-like; therefore, the distribution of bipolar cell synapses is also dome-like. As the dendritic field enlarges, total postsynaptic membrane increases with field radius, but only linearly. Consequently, density of postsynaptic membrane in the dendritic field declines, and so does density of synapses within the field. The results suggest a simple model in which the receptive field center's Gaussian profile and peak sensitivity are both set by the density of bipolar cell synapses across the dendritic field.
J Comp Neurol 1983 Apr 20;215(4):465-471 The rat olfactory tubercle contains high concentrations of gamma-aminobutyric acid (GABA) and its synthetic enzyme, glutamic acid decarboxylase (GAD). We previously demonstrated that GABA and GAD are most concentrated in the polymorphic layer of the tubercle and relatively absent from the plexiform and pyramidal layers. Here we report that the granule cells (the islands of Calleja) in the polymorphic layer accumulate 3H-GABA. 3H-GABA (34.5 Ci/mmole; 1.5 microliter) was injected into the tubercle and an hour later the rat was perfused with a mixture of paraformaldehyde and glutaraldehyde. The tissue was osmicated, dehydrated, and embedded in epon. Silver grains were sparse over the pyramidal and polymorphic cell bodies but numerous over the granule cell bodies in the islands of Calleja and dendrites in the surrounding neuropil. Grain densities for the granule cells were 41/100 micrometer3 compared to 4.2 for the pyramidal and polymorphic cells. Within the island, all the granule cells appeared to be labeled. These results, combined with previous demonstrations of the presence in this region of endogenous GABA and GAD, suggest that the granule neurons of the rat olfactory tubercle are GABA-ergic. These neurons also appear to receive dopamine input and therefore form part of a circuit that includes targets for both major and minor tranquilizers.
J Neurosci 1984 Dec;4(12):2920-2938 We have studied 15 bipolar neurons from a small patch (14 X
120 micron) of adult cat retina located within the area
centralis. From electron micrographs of 189 serial ultrathin
sections, the axon of each bipolar cell was substantially
reconstructed with its synaptic inputs and outputs by means of a
computer-controlled reconstruction system. Based on differences
in stratification, cytology, and synaptic connections, we
identified eight different cell types among the group of 15
neurons: one type of rod bipolar and seven types of cone bipolar
neurons. These types correspond to those identified by the Golgi
method and by intracellular recording. Those bipolar cell types
for which we reconstructed three or four examples were extremely
regular in form, size, and cytology, and also in the quantitative
details of their synaptic connections. They appeared quite as
specific in these respects as invertebrate "identified"
neurons. The synaptic patterns observed for each type of bipolar
neuron were complex but may be summarized as follows: the rod
bipolar axon ended in sublamina b of the inner plexiform layer
and provided major input to the AII amacrine cell. The axons of
three types of cone bipolar cells also terminated in sublamina b
and provided contacts to dendrites of on-beta and other ganglion
cells. All three types, but especially the Cb1, received gap
junction contacts from the AII amacrine cell. Axons of four types
of cone bipolar cells terminated in sublamina a of the inner
plexiform layer and contacted dendrites of off-beta and other
ganglion cells. One of these cone bipolar cell types, CBa1, made
reciprocal chemical contacts with the lobular appendage of the
AII amacrine cell. These results show that the pattern of cone
bipolar cell input to beta (X) and probably alpha (Y) ganglion
cells is substantially more complex than had been suspected. At
least two types of cone bipolar contribute to each type of
ganglion cell where only a single type had been anticipated. In
addition, many of the cone bipolar cell pathways in the inner
plexiform layer are available to the rod system, since at least
four types of cone bipolar receive electrical or chemical inputs
from the AII amacrine cell. This may help to explain why, in a
retina where rods far outnumber the cones, there should be so
many types of cone bipolar cells.
J Neurosci 1986 Apr;6(4):907-918 We reconstructed from electron micrographs of 189 serial
ultrathin sections a major portion of the dendritic tree of an
on-beta ganglion cell through its sixth order of branching. One
hundred three contacts from three cone bipolar cells were
identified. Forty-seven contacts were from a single CBb1 cone
bipolar. These were distributed widely over the dendritic tree
but were frequently found on the slender "basal tuft"
dendrites. Twenty-two additional contacts from a second CBb1 cell
were found but not studied in detail. Thirty-four contacts were
from a single CBb2 cone bipolar; these also were distributed
widely but were primarily on the branches of the main dendritic
arborization. A major portion of the dendritic tree of an
off-beta cell was also reconstructed through its seventh order of
branching. Thirty-five contacts from two cone bipolar cells were
identified. Twenty-three contacts were from a single CBa1 cone
bipolar and 12 widely distributed over the off-beta cell
dendritic tree. We propose that the photopic receptive field
center of a beta cell corresponds to the envelope of the
receptive fields of the bipolar cells that connect it to the
cones. The center response of a beta cell may be generated by a
"push-pull" mechanism. For the on-beta cell there would
be excitation at light on from CBb1 and disinhibition from CBb2
and the reverse at light off. For the off-beta cell there would
be inhibition at light on from CBa2 and withdrawal of excitation
from CBa1. Should the bipolars have antagonistic surrounds (so
far reported only for CBb1), the beta cell surrounds as well as
their centers might be generated by this push-pull mechanism.
J Comp Neurol 1981 Nov 1;202(3):385-396 We have examined by autoradiography the labeling pattern in the cat superior colliculus following injection of tritiated gamma-aminobutyric acid (GABA). Silver grains were heavily distributed within the zonal layer and the upper 200 micrometer of the superficial gray. Fewer grains were observed deeper within the superficial gray, and still fewer were found within the optic and intermediate gray layers. The accumulation of label was restricted to certain classes of neuron and glia. Densely labeled neurons were small (8-12 micrometer in diameter) and located primarily within the upper 200 micrometer. Dark oligodendrocytes and astrocytes showed a moderate accumulation of label while pale oligodendrocytes and microglia were unlabeled. Label was also selectively accumulated over several other types of profile within the neuropil, including presynaptic dendrites, axons, and axon terminals.
J Comp Neurol 1982 Apr 1;206(2):180-192 Two types of neuron in the upper superficial gray layer of the cat superior colliculus accumulated exogenous 3H-gamma-aminobutyric acid intensely. The first type was a horizontal cell with a fusiform cell body, horizontal dendrites, a low synaptic density, but a high percentage of cortical synaptic contacts. This cell had presynaptic dendrites. The second type was a granule cell (type A) with a small round cell body, thin and obliquely oriented dendrites, a moderate synaptic density, and few cortical synaptic contacts. These two types differed in size, shape, dendritic morphology, and patterns of synaptic input. They likely participate in different inhibitory mechanisms. Four types of unlabeled neurons were also identified. Type B granule cells were found only within the upper subdivision of the superficial gray layer. They had moderate-sized cell bodies, a high synaptic density, and numerous somatic spines. A third type of granule cell (type C) was found only in the deep subdivision of the superficial gray. This type had a low synaptic density and spines that contained synaptic vesicles. Vertical fusiform and stellate forms were also found. We conclude that at least six types of neurons populate the upper superficial gray layer of the cat superior colliculus.
Proc Natl Acad Sci U S A 1980 Jan;77(1):658-661 After intravitreal injection of gamma-[3H] aminobutyric acid (GAB), 2% of the neurons at the outer margin of the inner plexiform layer were intensely labeled. Reconstructions of these neurons from serial electron microscope autoradiograms showed that they are interplexiform cells, which synapse on bipolar processes in the outer plexiform layer and on amacrine and bipolar processes in the inner plexiform layer.
J Comp Neurol 1995 Oct 23;361(3):479-490 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104-6058, USA.
Many branched patterns in nature are hypothesized to be fractal, i.e., statistically self-similar across a range of scales. We tested this hypothesis on the two-dimensional arbors of retinal neurons and blood vessels. First, we measured fractalness on synthetic fractal and nonfractal patterns. The synthetic fractal patterns exhibited self-similarity over a decade of scale, but the nonfractal "controls" showed hardly any self-similarity. Neuronal and vascular patterns showed no greater self-similarity than the controls. Second, we manipulated a synthetic fractal pattern to remove its self-similarity and found this to be reflected in a loss of measured fractalness. The same manipulation of the nonfractal control and also of the neural and vascular patterns did not alter their measured fractalness. Third, we "grew" patterns of branched line segments according to a variety of nonfractal algorithms. These patterns were, if anything slightly more fractal than the neural and vascular patterns. We conclude that the biological patterns studied here are not fractal. Finally, we measured extended versions of these patterns: a contiguous array of homotypic neuron arbors and a vascular pattern with a high degree of total detail. These patterns showed a "fractal dimension" of 2, which implies that down to some cut-off scale they fill space completely. Thus, neural and vascular patterns might best be described as quasi-regular lattices.
Biophys J 1994 Jul;67(1):57-63 Department of Bioengineering, University of Pennsylvania, Philadelphia 19104.
Under scotopic conditions, the mammalian rod encodes either one photon or none within its integration time. Consequently the signal presented to its synaptic terminal is binary. The synapse has a single active zone that releases neurotransmitter quanta tonically in darkness and pauses briefly in response to a rhodopsin isomerization by a photon. We asked: what minimum tonic rate would allow the postsynaptic bipolar cell to distinguish this pause from an extra-long interval between quanta due to the stochastic timing of release? The answer required a model of the circuit that included the rod convergence onto the bipolar cell and the bipolar cell's signal-to-noise ratio. Calculations from the model suggest that tonic release must be at least 40 quanta/s. This tonic rate is much higher than at conventional synapses where reliability is achieved by employing multiple active zones. The rod's synaptic mechanism makes efficient use of space, which in the retina is at a premium.
Neuron 1995 Mar;14(3):561-569 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104.
The mammalian rod synapse transmits a binary signal (one photon or none) using tonic, rapid exocytosis. We constructed a quantitative, physical model of the synapse. Presynaptically, a single, linear active zone provides docking sites for approximately 130 vesicles, and a "ribbon" anchored to the active zone provides a depot for approximately 640 vesicles. Postsynaptically, 4 processes invaginate the terminal: 2 (known to have low affinity glutamate receptors) lie near the active zone (16 nm), and 2 (known to have high affinity glutamate receptors) lie at a distance (130-640 nm). The presynaptic structure seems designed to minimize fluctuations in tonic rate owing to empty docking sites, whereas the postsynaptic geometry may permit 1 vesicle to evoke an all-or-none response at all 4 postsynaptic processes.
In: Neurobiology and clinical aspects of the outer
retina (Archer S, Djamgoz MBA, Vallerga S eds), pp 325-348.
London UK: Chapman & Hall, Ltd. Department of Neuroscience, School of Medicine, University of
Pennsylvania, Philadelphia 19104-6058.
Function in the outer retina has mainly gbeen studied by
recording in situ from single neurons. In lower
vertebrates this approach to bipolar cells has been extremely
fruitful (e.g. Chapter 12), but in mammals bipolar cell
recordings can be counted on the fingers of (at most) two hands
(Nelson and Kolb, 1983; Dacheux and Raviola, 1986). And,
considering that the recordings include both rod bipolar and
multiple types of cone bipolar cell (Chapter 11), the
electrophysiological data regarding mammalian bipolar neurons are
thinly spread. On the other hand, in lower vertebrates
information essential to understanding the contribution of the
outer retina to image processing (such as optics, sampling
frequencies, and synaptic circuitry) hardly exists. So, in lower
vertebrates how single neuron responses in the outer contribute
to vision remains unclear.
Yet, single cell recording is not the only possible approach to
understanding retinal function. An alternative strategy is to
determine complete circuit structure ('wiring diagram') plus the
chemical architecture and to incorporate this informatlion,
together with the optics and ganglion cell electrophysiology,
into various computational models. Then, one might calculate
backwards to the properties of the bipolar cells and
photoreceptors. Such an effort leads to specific predictions
regarding the photoreceptor and bipolar cell function, and with
this approach a little electrophysiology goes a surprisingly long
way. At least, that is our argument in this review. We emphasize
cat retina, which is known in most detail, but also note recent
data from reabbit and primate that indicate conservation of
certain basic circuits and functions.
In the exact center of the area centralis, cone density reaches
30,000-40,000/mm2 (Wassle and Riemann, 1978; Williams et al.,
1993), but the circuitry has been studied slightly off center (1
deg eccentricity) where the cone density is about 24,000/mm2 and
rod density is about 350,000/mm2 (Sterling et al., 1988). Here,
due to the natural blur of the cat's optics (Wassle, 1971; Robson
and Enroth-Cugell, 1978), the minimum number of photoreceptors
stimulated from a point source is about 10 cones and 140 rods
(Figure 13.1a, 2b). This is many more receptors than converging
on a single bipolar cell, so even the finest spatial stimulus
falling on either type of receptor will affect many bipolar
cells. We review first the circuits for daylight that lead
from cones because various portions of this circuit are
parasitized by the circuits for twilight and starlight that lead
from rods (Figure 13.2).
J Neurosci Methods 1987 Sep;21(1):55-69 Department of Anatomy, School of Medicine, University of Pennsylvania, Philadelphia 19104-6058.
This paper describes a simplified system for serial section three-dimensional (3-D) reconstruction. A set of 9 software programs runs on a standard personal computer and produces camera-ready illustrations suitable for publication. The user enters trace points on a digitizing tablet from sections that have been already aligned. A 3-D view of the reconstructed object is generated which can be displayed with hidden lines removed. Analysis of volume, surface area and autoradiographic grain density are performed automatically. A relational database query language allows display and analysis of a selected subset of the data. The system runs under the UNIX operating system which allows the programs to be easily transported to new hardware or modified for other purposes.
J Neurosci Methods 1992 Jul;43(2-3):83-108 Department of Anatomy, University of Pennsylvania, Philadelphia 19104-6058.
A computational language was developed to simulate neural circuits. A model of a neural circuit with up to 50,000 compartments is constructed from predefined parts of neurons, called "neural elements". A 2-dimensional (2-D) light stimulus and a photoreceptor model allow simulating a visual physiology experiment. Circuit function is computed by integrating difference equations according to standard methods. Large-scale structure in the neural circuit, such as whole neurons, their synaptic connections, and arrays of neurons, are constructed with procedural rules. The language was evaluated with a simulation of the receptive field of a single cone in cat retina, which required a model of cone-horizontal cell network on the order of 1000 neurons. The model was calibrated by adjusting biophysical parameters to match known physiological data. Eliminating specific synaptic connections from the circuit suggested the influence of individual neuron types on the receptive field of a single cone. An advantage of using neural elements in such a model is to simplify the description of a neuron's structure. An advantage of using procedural rules to define connections between neurons is to simplify the network definition.
Vis Neurosci 1995 May;12(3):545-561 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104-6058, USA.
The outer plexiform layer of the retina contains a neural
circuit in which cone synaptic terminals are electrically coupled
and release glutamate onto wide-field and narrow-field horizontal
cells. These are also electrically coupled and feed back through
a GABAergic synapse to cones. In cat this circuit's structure is
known in some detail, and much of the chemical architecture and
neural responses are also known, yet there has been no attempt to
synthesize this knowledge. We constructed a large-scale
compartmental model (up to 50,000 compartments) to incorporate
the known anatomical and biophysical facts. The goal was to
discover how the various circuit components interact to form the
cone receptive field, and thereby what possible function is
implied. The simulation reproduced many features known from
intracellular recordings: (1) linear response of cone and
horizontal cell to intensity, (2) some aspects of temporal
responses of cone and horizontal cell, (3) broad receptive field
of the wide-field horizontal cell, and (4) center-surround cone
receptive field (derived from a "deconvolution model").
With the network calibrated in this manner, we determined which
of its features are necessary to give the cone receptive field a
Gaussian center-surround shape. A Gaussian-like center that
matches the center derived from the ganglion cell requires both
optical blur and cone coupling: blur alone is too narrow,
coupling alone gives an exponential shape without a central
dome-shaped peak. A Gaussian-like surround requires both types of
horizontal cell: the narrow-field type for the deep, proximal
region and the wide-field type for the shallow, distal region.
These results suggest that the function of the cone-horizontal
cell circuit is to reduce the influence of noise by
spatio-temporally filtering the cone signal before it passes
through the first chemical synapse on the pathway to the brain.
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J Neurosci 1986 Dec;6(12):3505-3517 The structure of the rod-cone network in the area centralis of
cat retina was studied by reconstruction from serial electron
micrographs. About 48 rods converge on each cone via gap
junctions between the rod spherules and the basal processes of
the cone pedicle. One rod diverges to 2.4 cones through these gap
junctions, and each cone connects to 8 other cones, also through
gap junctions. A static cable model of this network showed that
at mesopic intensities, when all rods converging on a cone
pedicle are continuously active, the collective rod signal would
be efficiently conveyed to the pedicle. At scotopic intensities
sufficiently low for only one of the converging rods to receive a
single photon within its integration time, the quantal rod signal
would be poorly transmitted to the cone pedicle. This is because
the tiny signal would be dissipated by the large network into
which the individual rod diverges. Under this condition, the rod
signal would also be poorly conveyed to the rod spherule. If,
however, the rods are electrically disconnected from the network,
the quantal signal would be efficiently conveyed to the rod
spherule. This analysis suggests that the rod signal is conveyed
at mesopic intensities by the cone bipolar pathway and, at
scotopic intensities, by the rod bipolar pathway, in accordance
with the results of Nelson (1977, 1982; Nelson and Kolb, 1985).
Vis Neurosci 1990 Nov;5(5):453-461
The receptive-field profile of the cone in cat-retina was computed. The computation
was based on (1) the known anatomical circuit connecting cones via narrow-field
bipolar cells to the on-beta ganglion cell; (2) the known physiological receptive-field
profile of the on-beta (X) cell at the corresponding eccentricity; and (3) a model in
which the beta receptive field arises by linear superposition of cone receptive fields.
The computed cone receptive field has a center/surround organization with a center
almost as broad as that of the beta cell center. The cone surround is comparably broad
to that of the beta cell but somewhat lower in peak amplitude. The problems to which
the center/surround receptive field are the solution, namely, signal compression and
noise reduction, apparently must be solved before the first synapse of the visual
pathway.
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Vis Neurosci 1995 Sep;12(5):851-860 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104-6058, USA.
The AII amacrine cell of mammalian retina collects signals from several hundred rods
and is hypothesized to transmit quantal "single-photon" signals at scotopic (starlight)
intensities. One problem for this theory is that the quantal signal from one rod when
summed with noise from neighboring rods would be lost if some mechanism did not
exist for removing the noise. Several features of the AII might together accomplish
such a noise removal operation: The AII is interconnected into a syncytial network by
gap junctions, suggesting a noise-averaging function, and a quantal signal from one rod
appears in five AII cells due to anatomical divergence. Furthermore, the AII contains
voltage-gated Na+ and K+ channels and fires slow action potentials in vitro,
suggesting that it could selectively amplify quantal photon signals embedded in
uncorrelated noise. To test this hypothesis, we simulated a square array of AII somas
(Rm = 25,000 Ohm-cm2) interconnected by gap junctions using a compartmental
model. Simulated noisy inputs to the AII produced noise (3.5 mV) uncorrelated
between adjacent cells, and a gap junction conductance of 200 pS reduced the noise by
a factor of 2.5, consistent with theory. Voltage-gated Na+ and K+ channels (Na+: 4
nS, K+: 0.4 nS) produced slow action potentials similar to those found in vitro in the
presence of noise. For a narrow range of Na+ and coupling conductance, quantal
photon events (approximately 5-10 mV) were amplified nonlinearly by subthreshold
regenerative events in the presence of noise. A lower coupling conductance produced
spurious action potentials, and a greater conductance reduced amplification. Since the
presence of noise in the weakly coupled circuit readily initiates action potentials that
tend to spread throughout the AII network, we speculate that this tendency might be
controlled in a negative feedback loop by up-modulating coupling or other synaptic
conductances in response to spiking activity.
Proc Natl Acad Sci U S A 1984 Jun;81(12):3898-3900 Layer IVab of the visual cortex (area 17) of the cat contains about 51,400 neurons per mm3, including about 400-1200 per mm3 of each of three categories of neuron believed from previous work to represent discrete types. Each type forms about 0.5-1.5% of all the IVab neurons, which suggests that the total number of types in this layer might be much greater than previously supposed, perhaps as many as 50 or more. From their densities and estimates of their dendritic fields, we calculate that each type completely "covers" layer IVab in the tangential plane but only by a small factor (1.3-4.2).
Department of Neuroscience, University of Pennsylvania Medical
School, Philadelphia 19104-6058.
As a device for extracting information from a visual image, the
vertebrate retina is unparalleled in its range, reliability, and
compactness. Signaling in the retina is slower by six orders of
magnitude than in an integrated digital circuit. The advantage
of the biological structure must therefore derive from the
variety of its fundamental elements and from the subtlety of
their connections. Each of the five major classes of retinal
neuron, whose synaptic contacts were first described
systematically by Dowling & Boycott (1966) is now known to have
multiple types, totaling in the cat about 60. Specific local
circuits involving about one-third of these neurons have been
recognized in the electron microscope. Physiological responses
have also been documented for about one-third of the types, and
evidence regarding the neural transmitter, or at least the sign
of the synapse, has accumulated also for about one-third.
These discoveries have abundantly supported certain concepts of
retina function developed in the 1960s by Lettvin & Maturana.
The function of the retina, they proposed, "is not to transmit
information about the point-to-point distribution of light and
dark in the image, but to analyze this image at every point in
terms of ... arbitrary contexts ..." (Maturana et al., 1960).
Each of these "contexts," they suggested, corresonds to some
operation on the local image performed by a ganglion cell of
particular size and shape (Lettvin et al., 1961). This idea,
based on studies of the frog, seemed for a time inapplicable to
the cat, which was thought to have a "simple" retina with only
center-surround type ganglion cells. Subsequent studies to be
reviewed here have firmly established for the cat the validity of
this idea.
Lettvin & Maturana also paid special attention to the
stratification of processes in the frog's inner plexiform layer,
believing tthat the operation performed by a ganglion cell is
determined by specific bipolar inputs delivered to the strata of
its dendritic arbor. This idea, too, was thought to be
inapplicable to the cat, whose inner plexiform layer is less
obvioiusly stratified than the frog's. Sutdies to be reviewed
here now strongly support this concept for the cat.
Nothing of the actual circuits between particular neuron types
was known to Lettvin & Maturana, but fragments of such knowledge
accumulated for the cat during the 1970s. Some of the first
observations were extremely puzzling. It turned out, for
example, that rods and ccones have separate bipolars and thus
apparently separate pathways to ganglion cells. But rod signals
are also transmitted directly to cones, so why the separate
bipolars? Further, the rod bipolar does not contact most
ganglion cells, as one might have anticipated, but contacts an
amacrine, which in turn contacts, not ganglion cells, but cone
bipolar axons! What could be the meaning of this second
convergence of rod and cone pathways, and why send the rod signal
through such a tortuous route?
The functions of such apparently bizarre paths have been
difficult to comprehend for the same reasons that fragments of an
integrated circuit cannot be grasped except in the context of its
larger diagram. Now, however, with links established between
about one-third of the neuron types, broad pathways can be
identified and specific hypotheses can be suggested regarding
their function. The outline of a detailed mechanistic account of
retinal function emerges, and many of the necessary strategies
and techniques for achieving it seem at hand. In reviewing this
subject now, when many puzzling findings of the past 15 years
begin to fit, one is deeply impressed with the intelligence and
care of the many individual studies from laboratories that
literally girdle the globe.
In this article the first section reviews our knowledge of
particular cell types comprising each major class of retinal
neuron. Information is presented, where available, for each type
regarding morphology, circuitry, distribution, transmitter, and
physiology. Such details constitute the primary evidence that
the retina is composed of many discrete cell types arranged in a
regular mosaic. This section also serves in effect as a "parts
list" for the second section, which describes a complex circuit
involving thirteen types of neuron and suggests how the circuit
might function. Department of Neuroscience, University of Pennsylvania Medical School, Philadelphia 19104-6058.
Neurons in the cat retina belong to specific types. Each type is
characterized by a specific corresponddence between morphology
and physiology and forms a regular array that connects lawfully
to the arrays of certain other types. Two circuits have been
traced quantitatively through these arrays from photoreceptors to
alpha- and beta-ganglion cells. The 'cone-bipolar circuit'
appears to convery the centre-surround receptive field to gangion
cells, using cones in daylight and rods (via gap junctions to
cones) in twilight. A 'rod-bipolar circuit' appears to convey
the quantal signal and the pure center receptive field to the
ganglion cells in starlight. Download
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Neurosci Res Suppl 1987;6:S269-S285 Department of Anatomy, University of Pennsylvania Medical School, Philadelphia 19104-6058.
Between noon and the end of nightfall, the intensity of light
in the environment declines by about ten billion-fold. MOst of
the drama in the human experience of this change occurs during
the hours that we call "twilight". Colors gradually shift in hue
and then desaturate, but spatial resolution is preserved for a
while longer. Thus, in a garden the red roses turn purple and
then black, but the structure of the bush remains distinct. Only
later, as the stars appear, do the details of the foliage
dissolve into shadow.
Our experience of these transitions is paralleled to some
extent by the behavior of individual ganglion cells in cat
retina. So remarkable is their capacity to adapt that they
remain responsive to visual stimuli over the full ten log unit
range of envioronmental light intensity [1]. In this essay, we
review some salient features of this adaptation process. We then
summarize recent anatomical studies of the circuits connecting
photoreceptors to the ganglion cells and speculate upon the
relation of the neural architecture to the function. Only one
type of ganglion cell is considered: the ON-center cell known to
physiologists as "X" or "brisk-sustained" and to morphologists
as "beta" [2-5]. All of the measurements considered here, both
physiological and anatomical, refer to neurons in the area
centralis.
J Comp Neurol 1980 Aug 15;192(4):737-749 About one-quarter of the neurons in the A-laminae of the cat lateral geniculate selectively accumulate exogenous [3H]-gamma-aminobutyric acid (GABA), its analog, [3H]-2,4-diaminobutyric acid (DABA), and the GABA agonist, [3H] muscimol. These neurons are small (12-18 micrometers diameter) and lack a laminar body, which suggests that they correspond to the class III cell identified in Golgi material. GABA and DABA are also accumulated by F-terminals which are post-synaptic to retinal terminals and presynaptic to relay cell dendrites. It is suggested that GABA may be the transmitter for these small neurons which appear to mediate by means of local circuits a feed-forward inhibition onto the relay cells.
J Neurosci 1988 Feb;8(2):623-642
Department of Anatomy, University of Pennsylvania, Philadelphia 19104.
Photoreceptors connect to the on-beta ganglion cell through
parallel circuits involving rod bipolar (RB) and cone bipolar
(CB) neurons. We estimated for a small patch in the area
centralis of one retina the 3-dimensional architecture of both
circuits. This was accomplished by reconstructing neurons and
synapses from electron micrographs of 189 serial sections. There
were (per mm2) 27,000 cones, 450,000 rods, 6500 CBb1, 30,300 RB,
4100 All amacrines, and 2000 on-beta ganglion cells. The
tangential spread of processes was determined for each cell type,
and, with the densities, this allowed us to calculate the
potential convergence and divergence of each array upon the next.
The actual numbers of cells converging and diverging were
estimated from serial sections, as were the approximate numbers
of chemical synapses involved. The cone bipolar circuit showed
narrow convergence and divergence: 16 cones->4 CBb1->1
on-beta 1 cone->1 CBb1->1.2 on-beta This circuit is thought
to contribute significantly to the on-beta cell's photopic
receptive field because the CBb1 has a center-surround receptive
field whose center diameter is greater than the spacing between
adjacent CBb1s. Consequently, the receptive fields of the CBb1s
converging on a beta cell are probably largely concentric and
thus mutually reinforcing in their contributions to the on-beta.
The rod bipolar circuit showed a wider convergence and
divergence: 1500 rods->100 RB->5 AII->4 CBb1->1 on-beta 1
rod->2 RB->5 AII->8 CBb1->2 on-beta The 1500 rods
converging via this circuit account for the spatial extent of the
beta cell's dark-adapted receptive field. This convergence also
accounts for the ganglion cell's maintained discharge, which is
thought to arise from about 6 quantal "dark events" per second.
This many dark events would appear in the ganglion cell if each
rod in the circuit contributed 0.004 dark events per second, and
this is close to what has been measured in monkey rods (Baylor et
al., 1984). Divergence in this circuit serves to expand the
number of copies of the quantal signal (1 rod->8 CBb1) and so
to engage large numbers of chemical synapses that provide
amplification. Reconvergence at the last stage (8 CBb1->2
on-beta) may reduce (by signal averaging) the synaptic noise that
would otherwise accumulate along the pathway.
J Neurosci 1986 May;6(5):1314-1324
The inner plexiform layer of cat retina contains synaptic
structures belonging to 50 or more types of "identified" neurons.
To learn whether there are antigens confined to subsets of these
synaptic structures, we raised monoclonal antibodies to
homogenates of neural retina. Binding patterns of these
antibodies were visualized by the peroxidase-antiperoxidase
method and studied in serial, ultrathin sections by electron
microscopy. Four antibodies stained the synaptic varicosities of
certain amacrine cells. Many of the stained varicosities formed
reciprocal synapses with a rod bipolar axon terminal, but only
about half of the reciprocal synapses associated with a rod
bipolar were stained. Other stained varicosities formed synapses
with cone bipolar axons, ganglion cell dendrites, and unstained
amacrine processes. The patterns were essentially the same for
each antibody and were not altered by staining with the
antibodies two at a time; therefore, it is likely that all four
antibodies stain the same subset of synaptic structures. These
patterns would be accounted for if there were staining of all the
synaptic varicosities of three of the four types of identified
amacrine reciprocally connected to the rod bipolar (A6, A8, A13).
This localization suggests that the antigen responsible for the
binding pattern is not associated with synaptic transmission.
Staining is present in the inner plexiform layer during the
period of synaptogenesis and consequently the antibodies are
serving as markers for following the development of identified
synapses in an identified neural circuit.
Brain Res 1980 Dec;2(3):265-293
To observe certain quantitative features of neuronal geometry and
microcircuitry, it is necessary to reconstruct neurons from
electron micrographs of serial, ultra-thin sections. We describe
here an approach to preparing, photographing, and analyzing
moderately long series (100-500 sections). A series is prepared
using an assembly line approach: one operator cuts while a second
mounts ribbons of sections using various mechanical aids.
Photographs are taken in the electron microscope at low
magnification and high accelerating voltage. Sequential negatives
are aligned using an image combiner and copied, using
quasi-coherent illumination, onto 35 mm film. The resulting
"movie' is mounted on a precision film transport mounted on an
X-Y stage controlled by stepping motors. The movie is viewed
through a high resolution video system while a video storage
device and switching system permit rapid alternation between
frames for comparisons. The profiles of a process in successive
frames are "microaligned' by small adjustments of the transport's
X-Y position. The absolute X-Y biological coordinates for each
frame and the correction necessary to bring it into alignment are
stored in a Z80 microprocessor as a process vector. When the
movie is re-examined with the stepping motors under control of
the computer, the microaligned process shows almost no
frame-to-frame jitter. The process vector may be used to generate
a "branch schematic' of the neuron. The microaligned profiles can
also be digitized and displayed as a reconstruction using a PDP
11/34 computer. Uses of the approach are presented with examples
from the cat retina and visual cortex.
Science 1980 Jan 18;207(4428):317-319 Twenty adjacent ganglion cells in cat retina were partially
reconstructed from electron micrographs of serial thin sections.
Cells were classified by size and by dendritic branching patterns
as alpha, beta, or gamma cells. The alpha and beta cells were
further subdivided by differences in the laminar distribution of
their dendrites in the inner plexiform layer. The distribution of
synaptic contacts on the cells was distinctive for each of the
five major classes. Contacts on the alpha and beta cells were
mainly on the dendrites in the sublamina in which a cell's major
dendritic arborization was contained.
Vision Res 1992 Oct;32(10):1809-1815 Department of Anatomy, Hyogo College of Medicine, Japan.
Cone terminals ("pedicles") in the fovea of macaque retina
were studied in electron micrographs of serial sections. Pedicles
were sheathed in glia except for small (0.2 microns 2)
fenestrations, 4.8 +/- 1.7 per pedicle. At each fenestration the
membranes of adjacent pedicles were contiguous and marked by an
adherent junction, which in turn was invariably associated with
gap junctions. There were 3.2 +/- 1.4 gap junctions per adherent
junction and thus, about fifteen gap junctions per pedicle. The
gap junctions were small, 1.6 x 10(-3) +/- 1.8 x 10(-3) microns 2
(mean +/- SD) and were formed indiscriminately with all
neighboring pedicles. An upper bound was estimated of 170
connexons per pedicle and thus a coupling conductance of 1.7 x
10(4) pS. Available psychophysical data suggest that the
junctions are uncoupled at high luminance. They may couple at
lower luminance where spatial averaging would improve contrast
sensitivity without cost to spatial acuity.
Proc Natl Acad Sci U S A 1990 Mar;87(5):1860-1864 Department of Anatomy, School of Medicine, University of Pennsylvania, Philadelphia 19104.
The signals in neighboring cones are partially correlated due
to local correlations of luminance in the visual scene. By
summing these partially correlated signals, the retinal ganglion
cell improves its signal/noise ratio (compared to the
signal/noise ratio in a cone) and expands the variance of its
response to fill its dynamic range. Our computations prove that
the optimal weighting function for this summation is dome-shaped.
The computations also show that (assuming a particular space
constant for the correlation function) ganglion cell collecting
area and cone density are matched at all eccentricities such that
the signal/noise ratio improves by a constant factor. The
signal/noise improvement factor for beta ganglion cells in cat
retina is about 4.
J Comp Neurol 1995 Jan 16;351(3):374-384 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104.
We studied the expression of glutamate decarboxylase (GAD), GAD65
and GAD67, in cat retina by immunocytochemistry. About 10% of
GABAergic amacrine cells express only GAD65 and 30% express only
GAD67. Roughly 60% contain both forms of the enzyme, but GAD67 is
present only at low levels in the majority of these
double-labeled amacrine cells. The staining pattern in the inner
plexiform layer (IPL) for the two GAD forms was also different.
GAD65 was restricted to strata 1-4, and GAD67 was apparent
throughout the IPL but was strongest in strata 1 and 5. This
indicates that somas, as well as their processes, are
differentially stained for the two forms of GAD. Cell types
expressing only GAD65 include interplexiform cells, one type of
cone bipolar cell, and at least one type of
serotonin-accumulating amacrine cell. Cell types expressing only
GAD67 include amacrine cells synthesizing dopamine, amacrine
cells synthesizing nitric oxide (NO), and amacrine cells
accumulating serotonin. Cholinergic amacrine cells express a low
level of both GAD forms. Our findings in the retina are
consistent with previous observations in the brain that GAD65
expression is greater in terminals than in somas. In addition, in
retina most neurons expressing GAD67 also contain a second
neurotransmitter as well as GABA, and they tend to be larger than
neurons expressing GAD65. We propose that large cells have a
greater demand for GABA than small cells, and thus require the
constant, relatively unmodulated level of GABA that is provided
by GAD67.
Vis Neurosci 1994 Jan;11(1):135-142 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104.
The neurotransmitter used by horizontal cells in mammals has
not been identified. GABA has been the leading candidate, but
doubt has remained because of failure to clearly demonstrate the
GABA synthetic enzyme, glutamic acid decarboxylase (GAD) in these
cells. Because GAD was recently shown to exist as two isoforms,
65 kDa and 67 kDa, we considered whether there might be a
mismatch between the forms of GAD expressed in horizontal cells
and the probes used to detect it. Accordingly, we stained
sections of mammalian retina with antibodies specific for each
isoform. Cat horizontal cells of both types (A and B) were
immunoreactive for GAD67 but negative for GAD65; monkey
horizontal cells of both types (H(I) and HII) were positive for
GAD65 and negative for GAD67. The findings reconcile previous,
apparently conflicting, observations and strengthen considerably
the hypothesis that mammalian horizontal cells are GABAergic.
J Comp Neurol 1989 Oct 22;288(4):601-611 Department of Anatomy, School of Medicine, University of Pennsylvania, Philadelphia 19104-6058.
To investigate indirect pathways to ganglion cells we studied
the starburst amacrine cell network and its relationship to the
alpha ganglion cell. Starburst cells were identified by an
antiserum to choline acetyltransferase and alpha cells by
injection of Lucifer yellow. The density of on and off starburst
cells peaks at the area centralis and decreases with eccentricity
by a factor of seven. The fine amacrine processes, interrupted by
distinct varicosities, arborize in a planar fashion in the inner
plexiform layer. The on network, at the junction of strata 3 and
4, and the off network, in stratum 2, have a similar appearance.
Neighboring starburst processes run in intimate association to
form a network of bundles. As bundles cross each other, loops of
irregular size and shape are formed. The loops are smallest in
the area centralis and increase by a factor of three towards the
periphery; correspondingly, bundle length per unit area decreases
with eccentricity. However, the number of varicosities/bundle
length stays constant with eccentricity as does the number of
processes per bundle. Segments of the starburst network
associate over fairly long distances with dendrites of alpha
ganglion cells. About 26% of the alpha ganglion dendritic tree
shows such association, and this is significantly greater than
would be expected if the alpha and starburst processes were
independent. We conclude that the functional unit of the
starburst cell is a linear bundle of processes and that the
starburst network may connect synaptically to the alpha cell.
J Comp Neurol 1992 Jun 15;320(3):394-397 Department of Anatomy, University of Pennsylvania, Philadelphia 19104-6058.
The distribution of GABAA receptor in the outer plexiform
layer of cat retina was studied by immunocytochemistry with
monoclonal antibodies. Staining was observed at the base of the
cone pedicle, extracellularly, in association with the
"triad" synaptic complex. Some bipolar dendrites and
the basal processes that interconnect the cone pedicles were also
stained. Rod spherules and horizontal cells were negative. The
findings support the idea that the cone horizontal cells are
GABAergic.
Vis Neurosci 1993 May;10(3):473-478 Department of Anatomy, University of Pennsylvania, Philadelphia 19104-6058.
Synaptic transmission from photoreceptors to depolarizing
bipolar cells is mediated by the APB glutamate receptor. This
receptor apparently is coupled to a G-protein which activates
cGMP-phosphodiesterase to modulate cGMP levels and thus a
cGMP-gated cation channel. We attempted to localize this system
immunocytochemically using antibodies to various components of
the rod phototransduction cascade, including Gt (transducin),
phosphodiesterase, the cGMP-gated channel, and arrestin. All of
these antibodies reacted strongly with rods, but none reacted
with bipolar cells. Antibodies to a different G-protein, G(o),
reacted strongly with rod bipolar cells of three mammalian
species (which are depolarizing and APB-sensitive). Also stained
were subpopulations of cone bipolar cells but not the major
depolarizing type in cat (b1). G(o) antibody also stained certain
salamander bipolar cells. Thus, across a wide range of species,
G(o) is present in retinal bipolar cells, and at least some of
these are depolarizing and APB-sensitive.
Download
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Vision Res 1996 Dec;36(23):3743-3757 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104, USA. noga@retina.anatomy.upenn.edu
Retinal ganglion cells in the cat respond to single rhodopsin
isomerizations with one to three spikes. This quantal signal is
transmitted in the retina by the rod bipolar pathway: rod-->rod
bipolar-->AII-->cone bipolar-->ganglion cell. The two-dimensional
circuit underlying this pathway includes extensive convergence
from rods to an AII amacrine cell, divergence from a rod to
several AII and ganglion cells, and coupling between the AII
amacrine cells. In this study we explored the function of
coupling by reconstructing several AII amacrine cells and the gap
junctions between them from electron micrographs; and simulating
the AII network with and without coupling. The simulation showed
that coupling in the AII network can: (1) improve the
signal/noise ratio in the AII network; (2) improve the
signal/noise ratio for a single rhodopsin isomerization striking
in the periphery of the ganglion cell receptive field center, and
therefore in most ganglion cells responding to a single
isomerization; (3) expand the AII and ganglion cells' receptive
field center; and (4) expand the "correlation field". All of
these effects have one major outcome: an increase in correlation
between ganglion cell activity. Well correlated activity between
the ganglion cells could improve the brain's ability to
discriminate few absorbed external photons from the high
background of spontaneous thermal isomerizations. Based on the
possible benefits of coupling in the AII network, we suggest that
coupling occurs at low scotopic luminances.
Vision Res 1994 May;34(10):1235-1246 Department of Neuroscience, University of Pennsylvania, Philadelphia 19104-6058.
The subcellular distribution of GABAA receptor in the macaque
and human retina was studied by immunocytochemistry with
monoclonal antibodies for the alpha and beta subunits with a
particular focus on bipolar cells. Immunoreactivity to GABAA
receptor was present on dendritic tips of all bipolar cells. The
stain was strongest on bipolar membranes in apposition to
horizontal cell processes. Stain was concentrated on the tips of
flat and invaginating cone bipolar cells at the base of the cone
pedicle and on the invaginating tips of rod bipolar cells. Stain
on the cone pedicle membrane was restricted to sites of
apposition to stained bipolar dendrites; pedicle membrane in
apposition to horizontal cell processes was unstained. Stain was
also present on bipolar axon terminals in both on and off strata
of the inner plexiform layer. All bipolar cell somas stained
faintly; horizontal and Muller cell somas were unstained. The
alpha and beta subunits distributed similarly in monkey and human
retina. Presence of GABAA receptor on the bipolar dendritic tips
suggests that horizontal cells directly affect bipolar cells.
Thus, GABAA receptor might mediate the receptive field surround
of both off and on bipolar cells. Presence of GABAA receptor on
bipolar axon terminals suggests that much of the inhibition
feeding back from GABAergic amacrine to bipolar cells is
GABAA-mediated.
Neuron 1996 Jun;16(6):1221-1227 Department of Neurobiology and Behavior, State University of New York, Stony Brook, 11794-5230, USA.
We relate the ultrastructure of the giant bipolar synapse in
goldfish retina to the jump in capacitance that accompanies
depolarization-evoked exocytosis. Mean vesicle diameter is 29 +/-
4 nm, giving 26.4 aF/vesicle, so the maximum evoked capacitance
(150 fF within 200 ms) represents fusion of about 5700 vesicles.
Two terminals contained, respectively, 45 and 65 ribbon-type
synaptic outputs, and a fully loaded ribbon tethers about 110
vesicles. Thus, the tethered pool, about 6000 vesicles,
corresponds to the rapidly released pool. Further, the difference
between small and large terminals in number of tethered vesicles
matches their difference in capacitance jump. This suggests,
within a "fire and reload" model of exocytosis, that
the ribbon translocates synaptic vesicles very rapidly to
membrane docking sites, supporting a maximum release rate of 500
vesicles/active zone/s, until the population of tethered vesicles
is exhausted.
Department of Neuroscience, University of Pennsylvania,
Philadelphia 19104, USA.
The rod bipolar cell and about five types of ON cone bipolar
cells depolarize to light by employing a sign-reversing
metabotropic glutamate receptor. Glutamate responses are similar
in both rod bipolar and cone bipolar cells, but the receptor
mediating this response (mGluR6) was so far demonstrated only in
rod bipolar cells. To test if ON cone bipolar cells also express
mGluR6, we immunoreacted rat retina with an antibody specific for
mGluR6, and studied the staining from serial ultrathin sections.
We demonstrate that mGluR6 is indeed expressed in the dendritic
tips of cone bipolar cells, the majority of which receive a
ribbon synapse, and thus probably are ON cone bipolar cells. We
further show that half of the dendritic tips contacting the cones
stain for mGluR6, thus implying that all ON cone bipolar cell
types express mGluR6.
The retina is a thin sheet of neural tissue lining the posterior
hemisphere of the eyeball. It is actually part of the brain
itself (~0.5%), evaginating from the lateral wall of the neural
tube during embryonic development. The optic stalk grows out
from the brain toward the ectoderm, inducing it to form an
optical system (cornea, pupil, lens), which projects a physical
image of the world onto the retina. The retina's task is to
convert this optical image into a "neural image" for transmission
down the optic nerve to a multitude of centers for further
analysis. The task is complex - which is reflected in the
synaptic organization.
A closer look at this apparently simple design (three
interconnected layers and five broad classes of neuron) reveals
additional complexity (Figs. 6.2, 6.3). Each neuron class is
represented by several or many specific types. Each cell
type is distinguished from others in its class by its
characteristic morphology, connections, neurochemistry, and
function (Rodieck and Brening, 1983; Sterling, 1983). This
diversity, amounting to some 80 cellular types (Kolb et al.,
1981; Sterling, 1983; Vaney, 1990), was puzzling at first, but a
broad explanation has gradually emerged: it is impossible to
encode all the information in an optical image using a single
neural image. Therefore, the retina uses different cell types to
create parallel circuits for different light levels - daylight,
twilight, and starlight - but these share certain circuit
compaonents and use the same final pathways to the brain (Smith
et al., 1986). This chapter describes key cell types and their
interconnection in parallel circuits. It also discusses how the
functional architecture of a circuit depends on the functional
architecture of its synapses. Finally, it suggests how the flow
of visual information shifts between circuits that are
specialized for different light levels and how the circuits are
switched. The chapter focuses on mammalian retina because that
is where the combined knowledge of circuitry and cell physiology
is best known. Early efforts centered on cat, so specific
measurements, counts, etc., cited here refer to cat central
retina. But recent efforts have broadened to include rabbit, rat,
monkey, and human. These demonstrate strongly conserved patterns
in the circuitry, as well as special adaptations, and some of
both will be mentioned. Department of Neuroscience, University of Pennsylvania,
Philadelphia 19104, USA.
The metabotropic glutamate receptor (mGluR6), expressed by rod
bipolar cells and ON cone bipolar cells, activates a trimeric
guanine nucleotide-binding protein (G-protein) that ultimately
closes a cation channel. The G-protein remains unidentified, but
the alpha subunit of Go (Go(alpha)) has been suggested as a
candidate because it is present in rod bipolar cells. However,
the precise subcellular distribution of Go within the rod bipolar
cell, and its distribution among cone bipolar cells was not
determined. This information is important in assessing the
hypothesis that Go couple mGluR6 to its effector. Here I report
the distribution of Go (alpha subunit) by immunostaining in
several mammalian retinas. The overall distribution is conserved
across mammalian species: strongest in the dendrites of ON
bipolar cells, moderate in their somas, weak in their axons, and
absent from their terminals. Go(alpha) is also present in some
amacrine somas and processes. In monkey fovea, where rods and rod
bipolar cells are absent, Go(alpha) is present in about half of
the bipolar somas which occupy the upper tiers of the bipolar
layer, and are therefore identified as ON cone bipolar cells.
Ultrastructurally, in monkey and cat, Go(alpha) is present in the
dendritic tips of rod bipolar cells and ON cone bipolar cells,
which are identified by their invaginating contacts. It is absent
from OFF cone bipolar dendrites, which are identified by their
flat contacts. It is also absent from axons entering the inner
plexiform layer, and their terminals. In the primary dendrites,
stain for Go(alpha) mainly associates with the plasma membrane,
but in the dendritic tips it is also present in the cytosol.
Apparently, Go(alpha) is expressed by the same bipolar cells that
also express mGluR6, and is concentrated at the same subcellular
location. Thus, Go(alpha) could serve to couple mGluR6 to later
stages of its signaling cascade. Download
pdf file of this article
Visual Neurosci. (1998) Sep-Oct 15(5):809-21
Dept. Neuroscience, University of Pennsylvania,
Philadelphia 19104-6058, USA.
Mammalian rods respond to single photons with a hyperpolarization
of about 1 mV which is accompanied by continuous noise. Since the
mammalian rod bipolar cell collects signals from 20-100 rods, the
noise from the converging rods would overwhelm the single-photon
signal from one rod at scotopic intensities (starlight) if the
bipolar cell summed signals linearly (Baylor et al., 1984).
However, it is known that at scotopic intensities the retina
preserves single-photon responses (Barlow et al., 1971;
Mastronarde, 1983). To explore noise summation in the rod
bipolar pathway, we simulated an array of rods synaptically
connected to a rod bipolar cell using a compartmental model. The
performance of the circuit was evaluated with a discriminator
measuring errors in photon detection as false positives and false
negatives, which were compared to physiologically and
psychophysically measured error rates. When only one rod was
connected to the rod bipolar, a Poisson rate of 80 vesicles/s was
necessary for reliable transmission of the single-photon signal.
When 25 rods converged through a linear synapse the noise caused
an unacceptably high false positive rate, even when either dark
continuous noise or synaptic noise where completely removed. We
propose that a threshold nonlinearity is provided by the mGluR6
receptor in the rod bipolar dendrite (Shiells & Falk, 1994) to
yield a synapse with a noise removing mechanism. With the
threshold nonlinearity the synapse removed most of the noise.
These results suggest that a threshold provided by the mGluR6
receptor in the rod bipolar cell is necessary for proper
functioning of the retina at scotopic intensities and that the
metabotropic domains in the rod bipolar are distinct. Such a
nonlinear threshold could also reduce synaptic noise for cortical
circuits in which sparse signals converge.
Department of Neuroscience, University of Pennsylvania,
Philadelphia 19104-6058, USA.
Mammalian horizontal cells are believed to be GABAergic because,
in most species, they contain both GABA and glutamic acid
decarboxylase (GAD), and their terminals are presynaptic to GABA
receptors. In adult rabbit, however, GABA and GAD
immunoreactivity have not been consistently demonstrated in
horizontal cells, casting doubts on the assumption that they too
are GABAergic. Here we demonstrate that all rabbit horizontal
cell terminals--dendritic terminals of type A, and both dendritic
and axonal terminals of type B--immunostain for one isoform of
GAD, GAD67, In addition, we show that type A horizontal cell
somas and primary dendrites in the visual streak (identified by
their immunoreactivity to calbindin) are immunoreactive for the
other GAD isoform, GAD65. Double-labeling experiments for GAD65
and GABA reveal that every cell that stains for GAD65 also stains
for GABA. The presence of GAD67 in horizontal cell terminals
suggests that rabbit horizontal cells are GABAergic. The
segregation of the two GAD isoforms to different cell
compartments suggests that GABA is released at different sites,
possibly by two different mechanisms.
Department of Ophthalmology, University of Rochester Medical
Center, New York
Perception of hue is opponent, involving the antagonistic
comparison of signals from different cone types. For blue versus
yellow opponency, the antagonism is first evident at a ganglion
cell with firing that increases to stimulation of short
wavelength-sensitive (S) cones and decreases to stimulation of
middle wavelength-sensitive (M) and long wavelength-sensitive (L)
cones. This ganglion cell, termed blue-yellow (B-Y), has a
distinctive morphology with dendrites in both ON and OFF strata
of the inner plexiform layer (Dacey and Lee, 1994). Here we
report the synaptic circuitry of the cell and its spatial
density. Reconstructing neurons in macaque fovea from electron
micrographs of serial sections, we identified six ganglion cells
that branch in both strata and have similar circuitry. In the ON
stratum each cell collects approximately 33 synapses from bipolar
cells traced back exclusively to invaginating contacts from S
cones, and in the OFF stratum each cell collects approximately 14
synapses from bipolar cells (types DB2 and DB3) traced to basal
synapses from approximately 20 M and L cones. This circuitry
predicts that spatially coincident blue-yellow opponency arises
at the level of the cone output via expression of different
glutamate receptors. S cone stimuli suppress glutamate release
onto metabotropic receptors of the S cone bipolar cell dendrite,
thereby opening cation channels, whereas M and L cone stimuli
suppress glutamate release onto ionotropic glutamate receptors of
DB2 and DB3 cell dendrites, thereby closing cation channels.
Although the B-Y cell is relatively rare (3% of foveal ganglion
cells), its spatial density equals that of the S cone; thus it
could support psychophysical discrimination of a blue-yellow
grating down to the spatial cutoff of the S cone mosaic. Department of Neuroscience, University of Pennsylvania School
of Medicine, Philadelphia, 19104-6058, USA.
The cone 'synaptic complex' is a unique structure in which a
single presynaptic axon secretes glutamate onto processes of
bipolar cells (both ON and OFF) and horizontal cells. In turn,
the horizontal cell processes antagonize cone and bipolar
responses to glutamate (probably by GABA). What still remains
largely unknown is the molecular identity of the postsynaptic
receptors and their exact locations. We identified several
subunits of the glutamate receptor and the GABAA receptor
expressed at the cone synaptic complex and localized them
ultrastructurally. Glutamate receptors: (i) Invaginating
(probably ON) bipolar dendrites in the monkey and rat express the
metabotropic glutamate receptor, mGluR6. The stain is intense on
the dendritic membrane where it first enters the invagination,
and weak at the tip nearest to the ribbon. The cone membrane is
electron-dense where it apposes the intense stain for mGluR6.
Surprisingly, invaginating bipolar dendrites in the cat also
express the AMPA receptor subunits, GluR2/3 and GluR4. (ii)
Dendrites forming basal contacts in the cat (probably OFF)
express the AMPA subunits GluR2/3, GluR4, and also the kainate
subunit, GluR6/7. The stain is especially intense at the
dendritic tips in apposition to electron-dense regions of cone
membrane. (iii) Horizontal cells in the cat express the AMPA
subunits GluR2/3, GluR4 and the kainate subunit, GluR6/7. The
stain is strongest in the cytosol of somas and primary dendrites,
but is also present in the invaginating terminals where it
localizes to the membrane subjacent to the ribbon. GABAA
receptors: (i) ON and OFF bipolar dendrites in the monkey express
the alpha 1 and beta 2/3 subunits. The stain is localized to the
bipolar cell membrane in apposition to horizontal cell processes.
(ii) Cones did not express the GABAA subunits tested by
immunocytochemistry, but beta 3 mRNA was amplified by RT-PCR from
rat photoreceptors. Conclusions: (i) mGluR6 receptors
concentrate on dendrites at the base of the invagination rather
than at the apex. This implies that receptors at both
'invaginating' and 'basal' contacts lie roughly equidistant from
the release sites and should therefore receive similar
spatiotemporal concentrations of glutamate. (ii) The 'cone'
membrane is electron-dense opposite to the receptor sites on both
ON and OFF bipolar cells. This suggests a special role for this
region in synaptic transmission. Possibly, these densities
signify a transporter that would regulate glutamate concentration
at sites remote (> 200 nm) from the locus of vesicle release. Department of Neuroscience, University of Pennsylvania,
Philadelphia 19104, USA.
Although the visual system occupies nearly half of the mammalian
brain, we still do not completely understand its first synaptic
stage. One reason is that the dendrites postsynaptic to
photoreceptors comprise such a maze of fine processes that doubt
remains whether all the second oreder circuits have been
identified - even after 4 decades of electron microscopy. Now
advanced functional methods applied to a mammalian rod pathway
suggest a circuit previously unsuspected from anatomy.
Department of Bioengineering, University of Pennsylvania,
Philadelphia, Pennsylvania 19104, USA.
intensities from starlight to 1000-fold brighter, the
mammalian rod synapse transmits a binary signal, the capture of 0
or 1 photon. Zero is signified by tonic exocytosis, and 1 is
signified by a brief pause. The synapse is three dimensional:
vesicles discharge at the apex of a deep cleft created by the
invagination of four postsynaptic processes. Two horizontal cell
spines bearing alpha-amino-3-hydroxy-5- methyl-
4-isoxazolepropionic acid (AMPA) receptors reach near to the
release sites (16 nm), and two bipolar dendrites bearing mGluR6
receptors end far from the release sites (up to 640 nm). We
considered two hypotheses for signal transfer: transmitter quanta
might be integrated in the cleft and sensed as a steady
concentration (high for 0 and low for 1); or quanta might be
sensed at the postsynaptic membrane as discrete postsynaptic
potentials (PSPs) and integrated within the dendrite. We
calculate from a passive diffusion model that the invagination
empties rapidly (tau approximately 1.7 ms). Further calculations
suggest that a glutamate concentration high enough to hold a
bipolar cell in darkness at one end of its response range would
require approximately 4,000 vesicles/s. On the other hand, the
glutamate pulse from a single vesicle would reach both nearby
AMPA receptors (low affinity) and distant mGluR6 receptors (high
affinity) at spatiotemporal concentrations matched to their
apparent binding affinities. Thus one vesicle could evoke a
discrete PSP in all four postsynaptic processes. We calculate
from a stochastic model that PSPs could transfer the binary
signal at approximately 100 vesicles/s. Thus dendritic
integration of unitary PSPs is both plausible and 40-fold more
efficient than the alternative mechanism. The rod's deep
invagination, rather than serving to pool transmitter, may serve
to prevent "spillover" of transmitter to neighboring rods.
Spillover, by pooling the noise from neighboring rods, would
impair transmission of their binary signals.
Department of Physiology, Osaka University Medical School, Japan.
Ionotropic glutamate receptors (iGluRs) are extremely diverse in
their subunit compositions. To understand the functional
consequences of this diversity, it is necessary to know the
subunits that are expressed by known cell types. By using
immunocytochemistry with light and electron microscopy, we
localized several subunits (GluR2/3, GluR4, and GluR6/7) in cat
retinal neurons, postsynaptic to photoreceptors. Type A
horizontal cells express all three subunits strongly, whereas
type B horizontal cells express GluR2/3 strongly, GluR6/7 weakly,
and do not express GluR4. When they are present, the subunits are
expressed strongly throughout the cytoplasm of the somata and
primary dendrites; however, in the terminals, they are
concentrated at the postsynaptic region, just opposite the
presumed site of photoreceptor glutamate release. Surprisingly,
all bipolar cell classes (OFF cone bipolar cells, ON cone bipolar
cells, and rod bipolar cells) express at least one iGluR subunit
at their dendritic tips. Cone bipolar cells forming basal
contacts with the cones (presumably OFF cells) express all three
subunits in association with the electron-dense postsynaptic
membrane. Invaginating dendrites of cone bipolar cells
(presumably ON cells) express GluR2/3 and GluR4. Rod bipolar
cells (ON cells) express GluR2/3 in their invaginating dendrites.
The function of iGluRs in horizontal cells and OFF bipolar cells
clearly is to mediate their light responses. GluR6/7 subunit in
the receptor of these cells may be responsible for the
dopamine-mediated enhancement of glutamate responses that have
been observed previously in these cells. The function of iGluRs
in ON bipolar cells remains an enigma.
Department of Neuroscience, University of Pennsylvania,
Philadelphia, Pennsylvania 19104, USA.
Calcium enters the outer segment of a vertebrate photoreceptor
through a cGMP-gated channel and is extruded via a Na/Ca, K
exchanger. We have identified another element in mammalian cones
that might help to control cytoplasmic calcium. Reverse
transcription-PCR performed on isolated photoreceptors identified
mRNA for the SII- splice variant of the type I receptor for
inositol 1,4,5-triphosphate (IP3), and Western blots showed that
the protein also is expressed in outer segments.
Immunocytochemistry showed type I IP3 receptor to be abundant in
red-sensitive and green-sensitive cones of the trichromatic
monkey retina, but it was negative or weakly expressed in
blue-sensitive cones and rods. Similarly, the green-sensitive
cones expressed the receptor in dichromatic retina (cat, rabbit,
and rat), but the blue-sensitive cones did not. Immunostain was
localized to disk and plasma membranes on the cytoplasmic face.
To restore sensitivity after a light flash, cytoplasmic cGMP must
rise to its basal level, and this requires cytoplasmic calcium to
fall. Cessation of calcium release via the IP3 receptor might
accelerate this fall and thus explain why the cone recovers much
faster than the rod. Furthermore, because its own activity of the
IP3 receptor depends partly on cytoplasmic calcium, the receptor
might control the set point of cytoplasmic calcium and thus
affect cone sensitivity. Department of Neuroscience, University of Pennsylvania, 123
Anatomy/Chemistry Bldg., Philadelphia, Pennsylvania 19104-6058, USA.
By simultaneously recording from retinal ganglion cells while
stimulating a single cone, Chichilnisky and Baylor demonstrate
that the strength of physiological connections within a retinal
microcircuit is linearly proportional to the number of
anatomically defined synapses.
Over the last few decades, considerable effort has been devoted
to constructing a detailed 'wiring diagram' for the retina, that
is, a quantitative map of all its excitatory and inhibitory
synaptic connections1, 2. Propelling this effort has been a faith
that the diagram would ultimately make functional sense—that we
would be able to 'read' the diagram of a neural circuit just as
we do for an electronic circuit. Were this faith to prove
unjustified—if, for example, the physiological strength of an
input proved to be unrelated to the number of anatomically
defined synapses—then the retina's synaptic diagram would be far
less informative than we might otherwise hope. It is certainly
reasonable to question the usefulness of a purely structural
diagram, given that neurons contain nonlinear elements such as
voltage-gated channels and second-messenger cascades. However, a
report by Chichilnisky and Baylor in this issue of Nature
Neuroscience3 provides reassurance. By analyzing how individual
cones contribute to the receptive field of a retinal gangion
cell, the authors provide support for a key hypothesis derived
from the wiring diagram, that the strength of an excitatory input
is proportional to the number of chemical synapses that underlie
it.
Retinal ganglion cells are the output neurons of the retina.
They are separated by two synapses from the photoreceptors, and
the intervening wiring suggests that ganglion cells are capable
of considerable integration. Cones are connected laterally to
each other through electrical synapses, and they project forward
via glutamatergic synapses onto bipolar cells. Similarly, the
bipolar cells are connected laterally via electrical synapses and
also make forward connections via glutamatergic synapses onto the
wide-spreading dendrites of ganglion cells. Thus, a ganglion cell
receives connections, via bipolar cells, from many cones
(convergence), whereas a given cone is connected to several
ganglion cells (divergence). Quantitative anatomical studies have
revealed that a ganglion cell receives many synapses from a
bipolar cell that is aligned with the center of its dendritic
tree, but few synapses from bipolar cells at the edge of the
dendritic tree. Most of the synapses formed by these bipolar
cells are onto neighboring ganglion cells with which they are
more closely aligned.
This wiring causes a 'dome-like' distribution of excitatory
synapses across a ganglion cell's dendritic tree. The
distribution of light sensitivity across the central region of a
ganglion cell's receptive field is also dome-shaped, and so it
was natural to hypothesize that this might reflect the
distribution of synaptic inputs4, 5. Furthermore, the fact that a
single bipolar cell can form synapses with more than one ganglion
cell suggests an explanation for the overlap between the
receptive field centers of neighboring ganglion cells6, 7. These
hypotheses could be tested by recording simultaneously from
several adjacent ganglion cells while stimulating the overlying
cones one at a time. A method for multiple recordings has been
available for several years8, but cones are so closely packed in
the intact retina that it is difficult to stimulate them one at a
time. That is what Chichilnisky and Baylor have now achieved in a
technical and analytical tour de force that confirms both
hypotheses.
The authors placed a small piece of peripheral retina from a
macaque monkey in a perfusion chamber, with the ganglion cell
layer contacting a multi-electrode array. This allowed
simultaneous recording of the spike trains from many ganglion
cells. To stimulate individual cones, they projected the image of
a color monitor onto the photoreceptors through reducing optics,
so that a single pixel would span about 25 m, comparable to the
distance between adjacent cones. Each pixel could be driven by
the monitor's red, green and blue guns, and by adjusting their
relative intensities, a given pixel could be made to emit light
that was optimal for one of the three cone types, which are
sensitive to short (S), medium (M) or long (L) wavelengths. By
using a variety of flickering patterns, it was possible to
calculate the average stimulus displayed in the period just
preceding a spike and hence to identify the combination of gun
intensities that was most likely to trigger a spike in a given
ganglion cell.
This approach allowed the authors to cleanly identify the well
known 'blue/yellow' (BY) ganglion cells9. These cells fire
selectively in response to an increase in the intensity of blue
light and a decrease in the intensity of yellow light (that is, a
mixture of red and green light; Fig. 1a). The cell responds
oppositely to excitation of S and M+L cones, despite the fact
that all bipolar synapses excite the BY cell. The reason is that
bipolar types selective for S or M+L cones respond oppositely to
the glutamate released from cones. S bipolar dendrites express a
metabotropic receptor (mGluR6) that closes a cation channel,
whereas M+L bipolar dendrites express an ionotropic receptor that
opens a cation channel. This molecular difference between the
two classes of bipolar cells is largely responsible for the
spectral opponency of the BY ganglion cells, and thus represents
a key mechanism for blue/yellow perception10.
The BY ganglion cell was ideal for the authors' purpose. S cones
comprise only ten percent of all cones, and in the coarse mosaic
of peripheral retina (Fig. 1b), they are spaced widely enough to
be stimulated individually by the flash of a single pixel. By
stimulating individual S cones and recording from BY ganglion
cells, the authors could probe for divergence and convergence of
the inputs to the ganglion cells, and they could directly test
for linearity of S-cone summation.
A single S cone signal did indeed diverge to provide input to
adjacent BY ganglion cells, contributing strongly to one BY cell
and weakly to another. Because the two BY cells were recorded
simultaneously, their different responses to stimulation of the
same cone could not be attributed to a change in cone
photosensitivity; rather, it must have been caused by a
difference in the cone's synaptic connections. Furthermore, two
S cones did indeed converge onto a given BY cell, with one cone
always dominating and the other contributing only weakly.
Finally, a plot of the BY cell's average spike rate versus
stimulus intensity for illumination of both S cones neatly
superimposed onto plots of rate versus stimulus intensity for
illumination of either S cone separately. The finding that all
three curves superimpose proves that the signals from both S
cones combine linearly. Thus, despite the existence of nonlinear
mechanisms, such as sodium action potentials in ganglion cell
dendrites11, the overall circuit provides a linear summation of S
cone signals.
These functional results clearly match the structural
microcircuit (Figs. 1c and 2). An S cone provides most of its
synapses to one S bipolar cell and a few synapses to the
neighboring bipolar cells10. In turn, an S bipolar cell provides
most of its synapses to one BY ganglion cell and a few synapses
to the neighbors10. Thus, the synaptic connections from one S
cone diverge to several BY cells, and connections from several S
cones converge upon one BY cell, with one cone predominating. The
structural circuit also shows the BY cell receiving twofold more
synapses from S bipolar cells than from M+L bipolar cells10. This
might explain why a BY cell responds faster to S cones than to M
and L cones3 ( Fig. 1a), because speed increases with
amplification.
The BY cell's microcircuit, now based on functional as well as
structural evidence, suggests an explanation for a striking
result from human psychophysics13. When M and L cones are
desensitized by exposure to yellow light, it is possible to
perceive a tiny blue flash that is designed to excite a single S
cone. Sensitivity to this flash shows a punctate distribution,
corresponding to the distribution of S cones14. This punctate
perceptual sensitivity might now be explained b
Parallel Circuits from Cones to the On-Beta Ganglion Cell.
Cohen E, Sterling P
Conductances evoked by light in the ON-beta ganglion cell of cat retina.
Freed MA, Nelson R
OFF-alpha and OFF-beta ganglion cells in cat retina. I: Intracellular electrophysiology and HRP stains.
Nelson R, Kolb H, Freed MA
Absence of spectrally specific lateral inputs to midget ganglion cells in primate retina.
Calkins DJ, Sterling P
Foveal cones form basal as well as invaginating junctions with diffuse ON bipolar cells.
Calkins DJ, Tsukamoto Y, Sterling P
M and L cones in macaque fovea connect to midget ganglion cells by different numbers of excitatory synapses.
Calkins DJ, Schein SJ, Tsukamoto Y, Sterling P
Accumulation of (3H)glycine by cone bipolar neurons in the cat retina.
Cohen E, Sterling P
Demonstration of cell types among cone bipolar neurons of cat retina.
Cohen E, Sterling P
Convergence and divergence of cones onto bipolar cells in the central area of cat retina.
Cohen E, Sterling P
Microcircuitry related to the receptive field center of the on-beta ganglion cell.
Cohen E, Sterling P
Microcircuitry of cat visual cortex: classification of neurons in layer IV of area 17, and identification of the patterns of lateral geniculate input.
Davis TL, Sterling P
Pattern of lateral
geniculate synapses on neuron somata in layer IV of the cat
striate cortex.
Einstein G, Davis TL, Sterling P
Pattern of lateral
geniculate synapses on neuron somata in layer IV of the cat
striate cortex.
Einstein G, Davis TL, Sterling P
ON-OFF amacrine cells in cat retina.
Freed MA, Pflug R, Kolb H, Nelson R
Four types of amacrine in the cat retina that accumulate GABA.
Freed MA, Nakamura Y, Sterling P
Rod bipolar array in the cat retina: pattern of input from rods and GABA-accumulating amacrine cells.
Freed MA, Smith RG, Sterling P
Computational model of the on-alpha ganglion cell
receptive field based on bipolar cell circuitry.
Freed MA, Smith RG, Sterling P
The ON-alpha ganglion cell of the cat retina and its presynaptic cell types.
Freed MA, Sterling P
Phospholipase C
beta 4 is involved in modulating the visual response in
mice.
Jiang H, Lyubarsky A, Dodd R, Vardi N, Pugh E, Baylor D, Simon MI, Wu D
How retinal microcircuits scale for ganglion cells of different size.
Kier CK, Buchsbaum G, Sterling P
Granule cells in the rat olfactory tubercle accumulate 3H-gamma-aminobutyric acid.
Krieger NR, Megill JR, Sterling P
Microcircuitry of bipolar cells in cat retina.
McGuire BA, Stevens JK, Sterling P
Microcircuitry of beta ganglion cells in cat retina.
McGuire BA, Stevens JK, Sterling P
Neurons and glia in cat superior colliculus accumulate [3H]gamma-aminobutyric acid (GABA).
Mize RR, Spencer RF, Sterling P
Two types of GABA-accumulating neurons in the superficial gray layer of the cat superior colliculus.
Mize RR, Spencer RF, Sterling P
Interplexiform cell in cat retina: identification by uptake of gamma-[3H]aminobutyric acid and serial reconstruction.
Nakamura Y, McGuire BA, Sterling P
Retinal neurons and vessels are not fractal but space-filling.
Panico J, Sterling P
Rate of quantal transmitter release at the mammalian rod synapse.
Rao R, Buchsbaum G, Sterling P
Mammalian rod terminal: architecture of a binary synapse.
Rao-Mirotznik R, Harkins AB, Buchsbaum G, Sterling P
Functional architecture of mammalian outer retina and bipolar cells.
Sterling P, Smith RG, Rao R, Vardi N (1995)
Montage: a system for three-dimensional reconstruction by personal computer.
Smith RG
NeuronC: a computational language for investigating functional architecture of neural circuits.
Smith RG
Simulation of an anatomically defined local circuit: the cone-horizontal cell network in cat retina.
Smith RG
Microcircuitry of the dark-adapted cat retina: functional architecture of the rod-cone network.
Smith RG, Freed MA, Sterling P
Cone receptive field in cat retina computed from microcircuitry.
Smith RG, Sterling P
Department of Anatomy, School of Medicine, University of Pennsylvania,
Philadelphia.
Simulation of the AII amacrine cell of mammalian retina: functional consequences of electrical coupling and regenerative membrane properties.
Smith RG, Vardi N
Numbers of specific types of neuron in layer IVab of cat striate cortex.
Solnick B, Davis TL, Sterling P
Ann. Ref. Neurosci. 1983; 6:149-185
Peter Sterling
Trends Neurosci. 1986 9: 186-192.
Sterling P, Freed M, Smith RG
Microcircuitry of the on-beta ganglion cell in daylight, twilight, and starlight.
Sterling P, Cohen E, Freed MA, Smith RG
Neurons in cat lateral geniculate nucleus that concentrate exogenous [3H]-gamma-aminobutyric acid (GABA).
Sterling P, Davis TL
Functional architecture of rod and cone circuits to the on-beta ganglion cell.
Sterling P, Freed MA, Smith RG
Molecular specificity of defined types of amacrine synapse
in cat retina.
Sterling P, Lampson LA
A systematic approach to reconstructing microcircuitry by electron microscopy of serial sections.
Stevens JK, Davis TL, Friedman N, Sterling P
Toward a functional architecture of the retina: serial reconstruction of adjacent ganglion cells.
Stevens JK, McGuire BA, Sterling P
Gap junctions between the pedicles of macaque foveal cones.
Tsukamoto Y, Masarachia P, Schein SJ, Sterling P
"Collective coding" of correlated cone signals in the retinal ganglion cell.
Tsukamoto Y, Smith RG, Sterling P
Specific cell types in cat retina express different forms of glutamic acid decarboxylase.
Vardi N, Auerbach P
Horizontal cells in cat and monkey retina express different isoforms of glutamic acid decarboxylase.
Vardi N, Kaufman DL, Sterling P
Structure of the starburst amacrine network in the cat retina and its association with alpha ganglion cells.
Vardi N, Masarachia PJ, Sterling P
Immunoreactivity to GABAA receptor in the outer plexiform layer of the cat retina.
Vardi N, Masarachia P, Sterling P
Identification of a G-protein in depolarizing rod bipolar cells.
Vardi N, Matesic DF, Manning DR, Liebman PA, Sterling P
The AII amacrine network: coupling can increase correlated activity.
Vardi N, Smith RG
Subcellular localization of GABAA receptor on bipolar cells in macaque and human retina.
Vardi N, Sterling P
Evidence that vesicles on the synaptic ribbon of retinal bipolar neurons can be rapidly released.
von Gersdorff H, Vardi E, Matthews G, Sterling P
Visual Neurosci. 1997 Jul-Aug.14(4):789-94.
Vardi N. Morigiwa K.
ON cone bipolar cells in rat express the metabotropic receptor
mGluR6.
In: The Synaptic Organization of the Brain, 4th Edit.,
Gordon Shepherd, (Ed.), Oxford University Press.
Retina
Peter Sterling
J. Comp. Neurol. , 1998 May 25. 395(1):43-52
Alpha subunit of Go localizes in the dendritic tips of ON
bipolar cells.
Vardi N.
Noise removal at the rod synapse of mammalian retina.
van Rossum MC. and Smith RG.
Visual Neurosci. 1998 Jul-Aug; 15(4):743-53,
Regional differences in GABA and GAD immunoreactivity in
rabbit horizontal cells.
Johnson MA. Vardi N.
J Neurosci. 1998 May 1 18(9):3373-85,
Microcircuitry and mosaic of a blue-yellow ganglion cell in
the primate retina.
Calkins DJ. Tsukamoto Y. Sterling P.
Vision Res. 1998 May 38(10):1359-69, 1998 May.
Neurochemistry of the mammalian cone 'synaptic complex'.
Vardi N. Morigiwa K. Wang TL. Shi YJ. Sterling P.
Neuron. 1998 21(4):643-4.
"Knocking out" a neural circuit.
Sterling P.
J. Neurophysiol. 1998 Dec; 80(6):3163-72.
Transmitter concentration at a three-dimensional synapse.
Rao-Mirotznik R. Buchsbaum G. Sterling P.
J. Comp. Neurol. 1999 Mar 8; 405(2):173-84.
Differential expression of ionotropic glutamate receptor
subunits in the outer retina.
Morigiwa K. Vardi N.
J. Neurosci. 1999 Jun 1 19(11):4221-8.
Localization of type I inositol 1,4,5-triphosphate receptor in
the outer segments of mammalian cones.
Wang TL. Sterling P. Vardi N.
Nature Neuroscience. 1999 Oct; 2(10):851-3.
Deciphering the retina's wiring diagram.
Sterling P.