Saikat Ray1, Michael Brecht1. 1. Bernstein Center for Computational Neuroscience, Humboldt University of Berlin, Berlin, Germany.
Abstract
We investigated the structural development of superficial-layers of medial entorhinal cortex and parasubiculum in rats. The grid-layout and cholinergic-innervation of calbindin-positive pyramidal-cells in layer-2 emerged around birth while reelin-positive stellate-cells were scattered throughout development. Layer-3 and parasubiculum neurons had a transient calbindin-expression, which declined with age. Early postnatally, layer-2 pyramidal but not stellate-cells co-localized with doublecortin - a marker of immature neurons - suggesting delayed functional-maturation of pyramidal-cells. Three observations indicated a dorsal-to-ventral maturation of entorhinal cortex and parasubiculum: (i) calbindin-expression in layer-3 neurons decreased progressively from dorsal-to-ventral, (ii) doublecortin in layer-2 calbindin-positive-patches disappeared dorsally before ventrally, and (iii) wolframin-expression emerged earlier in dorsal than ventral parasubiculum. The early appearance of calbindin-pyramidal-grid-organization in layer-2 suggests that this pattern is instructed by genetic information rather than experience. Superficial-layer-microcircuits mature earlier in dorsal entorhinal cortex, where small spatial-scales are represented. Maturation of ventral-entorhinal-microcircuits - representing larger spatial-scales - follows later around the onset of exploratory behavior.
We investigated the structural development of superficial-layers of medial entorhinal cortex and parasubiculum in rats. The grid-layout and cholinergic-innervation of calbindin-positive pyramidal-cells in layer-2 emerged around birth while reelin-positive stellate-cells were scattered throughout development. Layer-3 and parasubiculum neurons had a transient calbindin-expression, which declined with age. Early postnatally, layer-2 pyramidal but not stellate-cells co-localized with doublecortin - a marker of immature neurons - suggesting delayed functional-maturation of pyramidal-cells. Three observations indicated a dorsal-to-ventral maturation of entorhinal cortex and parasubiculum: (i) calbindin-expression in layer-3 neurons decreased progressively from dorsal-to-ventral, (ii) doublecortin in layer-2 calbindin-positive-patches disappeared dorsally before ventrally, and (iii) wolframin-expression emerged earlier in dorsal than ventral parasubiculum. The early appearance of calbindin-pyramidal-grid-organization in layer-2 suggests that this pattern is instructed by genetic information rather than experience. Superficial-layer-microcircuits mature earlier in dorsal entorhinal cortex, where small spatial-scales are represented. Maturation of ventral-entorhinal-microcircuits - representing larger spatial-scales - follows later around the onset of exploratory behavior.
The representation of space in the rodent brain has been investigated in detail. The
functional development of spatial response properties has also been investigated in the
cortico-hippocampal system (Ainge and Langston,
2012; Wills et al., 2014), with
studies suggesting the early emergence of head-directional selectivity (Tan et al., 2015; Bjerknes et al., 2015), border representation (Bjerknes et al., 2014) and place cell firing, but a delayed
maturation of grid cell discharges (Wills et al.,
2010; Langston et al., 2010).Even though there is information on the emergence of functional spatial properties in
the hippocampal formation, remarkably little is known about the structural development
of the microcircuits which bring about these properties. To understand this, we
investigated the development of the architecture of the medial entorhinal cortex (MEC)
and parasubiculum (PaS), two key structures in the cortico-hippocampal system.In adult animals, layer 2 of MEC contains two types of principal cells, stellate and
pyramidal cells (Alonso and Klink, 1993; Germroth et al., 1989). Stellate and pyramidal
neurons are distinct in their intrinsic conductance (Alonso and Llinás, 1989; Klink and Alonso,
1997), immunoreactivity (Varga et al.,
2010), projections (Lingenhöhl and Finch,
1991; Canto and Witter, 2012) and
inhibitory inputs (Varga et al., 2010).
Pyramidal neurons in layer 2 of MEC can be identified by calbindin-immuno-reactivity
(Varga et al., 2010) and are clustered in
patches across various mammalian species (Fujimaru and
Kosaka, 1996; Ray et al., 2014; Naumann et al., 2016), while stellate cells can be
identified by reelin-immuno-reactivity (Varga et al.,
2010) and a lack of structural periodicity (Ray et al., 2014). In rodents, the grid-like arrangement of pyramidal cell
patches is aligned to cholinergic inputs (Ray et al.,
2014; Naumann et al., 2016).
Functionally, about a third of all cells in layer 2 exhibit spatial tuning with grid,
border, irregular and head-directional discharges being present (Tang et al., 2014).Neurons in layer 3 of MEC are characterized by rather homogenous in vitro intrinsic and
in vivo spatiotemporal properties (Tang et al.,
2015). A majority of cells exhibit a lack of spatial modulation, and the
remaining are mainly dominated by irregular spatial responses (Tang et al., 2015) with a fraction also exhibiting grid, border
and head-directional responses (Boccara et al.,
2010).The parasubiculum is a long and narrow structure flanking the dorsal and medial
extremities of MEC (Video 1). The superficial
parasubiculum, corresponding to layer 1 of MEC is divided into large clusters, while the
deeper part, corresponding to layers 2 and 3 of MEC, is rather homogenous (Tang et al., 2016). In terms of functional tuning
of cells, a majority of the cells of PaS show spatially tuned responses, and include
grid, border, head-directional and irregular spatial cells (Boccara et al., 2010; Tang et
al., 2016).
Video 1.
Medial entorhinal cortex and parasubiculum in the rat brain.
The medial entorhinal cortex and parasubiculum are situated at the posterior
extremity of the rat neocortex. This schematic video illustrates the location
of the medial entorhinal cortex and parasubiculum in situ, the tangential
sectioning process and the layout of parasubicular patches and
calbindin-patches in the medial entorhinal cortex.
DOI:
http://dx.doi.org/10.7554/eLife.13343.003
Medial entorhinal cortex and parasubiculum in the rat brain.
The medial entorhinal cortex and parasubiculum are situated at the posterior
extremity of the rat neocortex. This schematic video illustrates the location
of the medial entorhinal cortex and parasubiculum in situ, the tangential
sectioning process and the layout of parasubicular patches and
calbindin-patches in the medial entorhinal cortex.DOI:
http://dx.doi.org/10.7554/eLife.13343.003Here we investigate the emergence of the periodic pyramidal-cell patch pattern in layer
2 of MEC, as well as the development of cellular markers that characterize the
architecture of adult MEC and PaS. The results indicate an early emergence of pyramidal
cell organization, a delayed maturation of pyramidal but not stellate cells and a
dorsal-to-ventral maturation of MEC circuits.
Results
We first investigated development of brain size and thickness of layers of the MEC
(Figure 1) by observing rats at E18, P0, P4,
P8, P12, P16, P20, P24 and adults (>P42). The majority of the brain development takes
place within the first few weeks postnatally (Figure
1a), with the brain size increasing 1000% from 0.12 ± 0.00 g at E18 (mean ±
SD; n=3) to 1.23 ± 0.07 g at P12 (n=5). Subsequently, the growth plateaus to ~25% with
the brain weighing 1.71 ± 0.08 g at P24 (n=6) and having a weight of 2.11 ± 0.14 g in
adults (n=9) (Figure 1b). The superficial layers
(layers 1–3) of the MEC (Figure 1c) double in
thickness during this early postnatal period from 243 ± 35 μm at P0 (mean ± SD; n=21, 4
rats) to 652 ± 50 μm at P12 (n=24, 4 rats). A similar increase is also observed in the
deeper layers (layers 4–6) from 167 ± 21 μm at P0 (n=21, 4 rats) to 329 ± 54 μm at P12
(n=24, 4 rats).The overall thickness plateaus around this point to 981 ± 81 μm at P12
(n=24, 4 rats) and remains at 882 ± 78 μm in adults (n=24, 4 rats) (Figure 1d). Proportionally, the thickness of the layers remains
similar during development, with layer 2 accounting for ~20% and layers 3 and 5/6 each
accounting for ~30% of the MEC. Layers 1 and 4 are the thinnest at about 10% and 5% of
the total thickness respectively (Figure 1d).
Figure 1.
Rat brain and medial entorhinal cortex laminar development.
(a) Growth in rat brain size from E18, P0, P4, P8, P12, P16, P20
to adult. Brains are overlaid on a 1 cm x 1 cm grid. (b) Mean
weight (in grams) of E18 (n=3), P0 (n=6), P4 (n=5), P8 (n=5), P12 (n=5), P16
(n=5), P20 (n=5), P24 (n=6) and in adult (n=9) rat brains. Error bars indicate
SD. (c) Parasagittal section double stained for
calbindin-immunoreactivity (green) and Purkinje cell protein 4 immunoreactivity
(pcp4; red), illustrating the superficial layers of the medial entorhinal
cortex and parasubiculum. Calbindin+ neurons (green) are in layer 2, pcp4+
neurons (red) are in layer 3 MEC. (d) Development of mean layer
width (in μm) of layer 1 (light-blue), layer 2 (green), layer 3 (red), layer 4
(gray-blue) and layer 5/6 (purple) from P0 to P24 and in adult rat medial
entorhinal cortex. Scale bars 250 µm. PaS- Parasubiculum; L1- Layer 1; L2-
Layer 2; L3- Layer 3; D- Dorsal; V-Ventral.
DOI:
http://dx.doi.org/10.7554/eLife.13343.004
DOI:
http://dx.doi.org/10.7554/eLife.13343.005
Rat brain and medial entorhinal cortex laminar development.
(a) Growth in rat brain size from E18, P0, P4, P8, P12, P16, P20
to adult. Brains are overlaid on a 1 cm x 1 cm grid. (b) Mean
weight (in grams) of E18 (n=3), P0 (n=6), P4 (n=5), P8 (n=5), P12 (n=5), P16
(n=5), P20 (n=5), P24 (n=6) and in adult (n=9) rat brains. Error bars indicate
SD. (c) Parasagittal section double stained for
calbindin-immunoreactivity (green) and Purkinje cell protein 4 immunoreactivity
(pcp4; red), illustrating the superficial layers of the medial entorhinal
cortex and parasubiculum. Calbindin+ neurons (green) are in layer 2, pcp4+
neurons (red) are in layer 3 MEC. (d) Development of mean layer
width (in μm) of layer 1 (light-blue), layer 2 (green), layer 3 (red), layer 4
(gray-blue) and layer 5/6 (purple) from P0 to P24 and in adult rat medial
entorhinal cortex. Scale bars 250 µm. PaS- Parasubiculum; L1- Layer 1; L2-
Layer 2; L3- Layer 3; D- Dorsal; V-Ventral.DOI:
http://dx.doi.org/10.7554/eLife.13343.004
Laminar widths (in μm) of the medial entorhinal cortex for P0, P4,
P8, P12, P16, P20, P24 and adult rats.
DOI:
http://dx.doi.org/10.7554/eLife.13343.005We next investigated the microcircuit organization of superficial layers of MEC.
Calbindin, a calcium binding protein, is selectively expressed in layer 2 pyramidal
cells (Varga et al., 2010; Fujimaru and Kosaka, 1996), which form a grid-like
arrangement in adult animals (Ray et al.,
2014). Concurrently, reelin, an extracellular matrix protein, is selectively
expressed in stellate cells in layer 2 of MEC, which are scattered throughout (Ray et al., 2014) layer 2. To visualize the
development of entorhinal microcircuits we first prepared tangential sections (see our
video animation on preparing tangential sections, Video 1) through layer 2 of medial entorhinal cortex and stained for
calbindin-immunoreactivity. From the earliest postnatal stages, calbindin+ neurons in
the MEC exhibited clustering, forming patches at P0 (Figure 2a). The calbindin+ patches at P0 exhibited a grid-like (Figure 2a,b) regular arrangement (Figure 2c), determined by spatial autocorrelation
analysis and grid scores, similar to that observed in adults (Ray et al., 2014; Naumann et
al., 2016, Figure 2d–f). Similar
preparations for visualizing stellate cells by reelin-immunoreactivity (Figure 2—figure supplement 1), exhibited the
presence of stellate cells in early postnatal stages (Figure 2—figure supplement 1a,b) and a lack of periodicity (Figure 2—figure supplement 1c), similar to
observations made in adults (Ray et al.,
2014, Figure 2—figure supplement
1d–f). Calbindin+ pyramidal neurons in the MEC (Figure 2g) also received preferential cholinergic innervation early
postnatally (Figure 2h–i), similar to adults
(Ray et al., 2014; Naumann et al., 2016, Figure
2j–l).
Figure 2.
Adult-like grid layout and cholinergic innervation of calbindin+
pyramidal neurons in layer 2 of MEC at early postnatal stages.
(a) Tangential sections of the MEC processed for
calbindin-immunoreactivity (green). Patches of calbindin+ neurons are
evident already in the MEC, while the parasubicular patches at the right
extremity also show calbindin-immunoreactivity in P0 rats. (b)
Inset from (a), rotated 90 degrees clockwise, for presentation.
(c) Two-dimensional spatial autocorrelation of the MEC
region shown in (b) showing a periodic spatial organization of
calbindin+ patches. The grid score is 0.59. (d) as
(a) for adult animals. (e) Inset from
(d). (f) Two-dimensional spatial
autocorrelation of the MEC region shown in (e) showing a
periodic spatial organization of calbindin+ patches. The grid score is 1.18.
(g) Tangential section in a P4 animal processed for
calbindin-immunoreactivity (green). Also note the calbindin-immunoreactive
parasubicular patches present in a P4 rat. (h) Section from
(g) co-stained for acetylcholinesterase activity (brown).
(i) Overlay of inset regions from (g) and
(h) shows overlap between calbindin and acetylcholinesterase
in MEC in P4 rats. (j–l) as (g–i) for adult
animals. (d–f, j–l) modified from Ray et al. (2014). Colour scale of
spatial autocorrelation, -0.5 (blue) through 0 (green) to 0.5 (red). Scale
bars 250 µm. D- Dorsal; V- Ventral; M- Medial; L- Lateral. Orientation in
(d) applies to all sections apart from (b),
where it’s rotated 90 degrees clockwise.
DOI:
http://dx.doi.org/10.7554/eLife.13343.006
(a) Tangential sections of the MEC processed for
reelin-immunoreactivity (red) in a P4 rat. (b) Inset from
(a). (c) Two-dimensional spatial
autocorrelation of the MEC region shown in (b) showing a lack
of periodicity of reelin+ neurons. The grid score is -0.09.
(d–f) as (a–c) for adult animals. The grid
score in (f) is 0.03. Scale bars 250 µm. D- Dorsal; V- Ventral;
M- Medial; L- Lateral. Orientation in (d) applies to all
sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.007
Figure 2—figure supplement 1.
Adult-like scattered distribution of reelin+ stellate cells in early
postnatal stages.
(a) Tangential sections of the MEC processed for
reelin-immunoreactivity (red) in a P4 rat. (b) Inset from
(a). (c) Two-dimensional spatial
autocorrelation of the MEC region shown in (b) showing a lack
of periodicity of reelin+ neurons. The grid score is -0.09.
(d–f) as (a–c) for adult animals. The grid
score in (f) is 0.03. Scale bars 250 µm. D- Dorsal; V- Ventral;
M- Medial; L- Lateral. Orientation in (d) applies to all
sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.007
Adult-like grid layout and cholinergic innervation of calbindin+
pyramidal neurons in layer 2 of MEC at early postnatal stages.
(a) Tangential sections of the MEC processed for
calbindin-immunoreactivity (green). Patches of calbindin+ neurons are
evident already in the MEC, while the parasubicular patches at the right
extremity also show calbindin-immunoreactivity in P0 rats. (b)
Inset from (a), rotated 90 degrees clockwise, for presentation.
(c) Two-dimensional spatial autocorrelation of the MEC
region shown in (b) showing a periodic spatial organization of
calbindin+ patches. The grid score is 0.59. (d) as
(a) for adult animals. (e) Inset from
(d). (f) Two-dimensional spatial
autocorrelation of the MEC region shown in (e) showing a
periodic spatial organization of calbindin+ patches. The grid score is 1.18.
(g) Tangential section in a P4 animal processed for
calbindin-immunoreactivity (green). Also note the calbindin-immunoreactive
parasubicular patches present in a P4 rat. (h) Section from
(g) co-stained for acetylcholinesterase activity (brown).
(i) Overlay of inset regions from (g) and
(h) shows overlap between calbindin and acetylcholinesterase
in MEC in P4 rats. (j–l) as (g–i) for adult
animals. (d–f, j–l) modified from Ray et al. (2014). Colour scale of
spatial autocorrelation, -0.5 (blue) through 0 (green) to 0.5 (red). Scale
bars 250 µm. D- Dorsal; V- Ventral; M- Medial; L- Lateral. Orientation in
(d) applies to all sections apart from (b),
where it’s rotated 90 degrees clockwise.DOI:
http://dx.doi.org/10.7554/eLife.13343.006
Adult-like scattered distribution of reelin+ stellate cells in early
postnatal stages.
(a) Tangential sections of the MEC processed for
reelin-immunoreactivity (red) in a P4 rat. (b) Inset from
(a). (c) Two-dimensional spatial
autocorrelation of the MEC region shown in (b) showing a lack
of periodicity of reelin+ neurons. The grid score is -0.09.
(d–f) as (a–c) for adult animals. The grid
score in (f) is 0.03. Scale bars 250 µm. D- Dorsal; V- Ventral;
M- Medial; L- Lateral. Orientation in (d) applies to all
sections.DOI:
http://dx.doi.org/10.7554/eLife.13343.007In the parasubiculum, a transient presence of calbindin was observed with ~15 clusters
of calbindin+ neurons at P0 (Figure 2a) and P4
(Figure 2g). This expression was curtailed in
older animals, with only a calbindin+ stripe persisting in adults (Figure 2d).To visualize the laminar development of MEC, we stained parasagittal sections for
calbindin (Figure 3) and reelin (Figure 4) immunoreactivity. Indications of
calbindin+ neuronal clusters were visible prenatally at E18 (Figure 3a). However, the calbindin+ patches in the MEC did not
exhibit clustering of their dendrites, as previously described in adults (Ray et al., 2014) at E18 and P0 (Figure 3a,b). Some dendritic clustering could be
observed at P4 (Figure 3c), while from P8 (Figure 3d–h) the dendritic clustering of calbindin+
pyramidal neurons was similar to that in adults. In layer 3 of the MEC, we observed a
transient presence of calbindin expression. The number of calbindin+ neurons in layer 3
declined progressively from prenatal stages to P20 (Figure 3a–g), where it attained adult-like levels with rarely any calbindin+
neurons in layer 3 (Figure 3h). Quantitatively,
calbindin+ neuronal density (calbindin+ neurons per mm2) decreased from 955 ±
315 (mean ± SD; count refers to n=3776 neurons in 8 rats) in P4-P8 rats to 333 ± 99
(n=2104 neurons, 8 rats) in P12-P16rats to 141 ± 56 (n=828 neurons, 7 rats) in adults
(Figure 3i).
Figure 3.
Transient presence of calbindin+ neurons in layer 3 of MEC in early
postnatal stages reduces progressively to adult-like state by third postnatal
week.
Parasaggital sections of the MEC processed for calbindin-immunoreactivity
(green). The sections show clustering of calbindin+ pyramidal cells in layer 2
and a transient presence of calbindin+ neurons in layer 3, which decrease with
age in (a) E18 rat. (b) P0 rat. (c) P4
rat. (d) P8 rat. (e) P12 rat. (f) P16
rat. (g) P20 rat. (h) Adult rat. (i)
Decreasing density of calbindin+ neurons in layer 3 of MEC from P4-P8 (n=3776
neurons, 8 rats); to P12-P16 (n=2104 neurons, 8 rats) to adults (n=828 neurons,
7 rats). Error bars denote SD. Scale bars 250 µm. D- Dorsal; V- Ventral.
Orientation in (h) applies to all sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.008
DOI:
http://dx.doi.org/10.7554/eLife.13343.009
Figure 4.
Increase of reelin expression in layer 3 neurons of MEC through
development.
Parasaggital sections of the MEC processed for reelin-immunoreactivity (red).
The sections show reelin+ stellate cells in layer 2 and an increasing reelin
expression in layer 3 neurons with development in (a) P4 rat.
(b) P8 rat. (c) P12 rat. (d) P16 rat.
(e) P20 rat. (f) Adult rat. (g)
Increasing density of reelin+ neurons in layer 3 of MEC from P4-P8 (n=1405
neurons, 4 rats); to P12-P16 (n=3309 neurons, 3 rats) to adults (n=5039
neurons, 3 rats). Error bars denote SD. Scale bars 250 µm. D- Dorsal; V-
Ventral. Orientation in (f) applies to all sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.010
DOI:
http://dx.doi.org/10.7554/eLife.13343.011
Transient presence of calbindin+ neurons in layer 3 of MEC in early
postnatal stages reduces progressively to adult-like state by third postnatal
week.
Parasaggital sections of the MEC processed for calbindin-immunoreactivity
(green). The sections show clustering of calbindin+ pyramidal cells in layer 2
and a transient presence of calbindin+ neurons in layer 3, which decrease with
age in (a) E18 rat. (b) P0 rat. (c) P4
rat. (d) P8 rat. (e) P12 rat. (f) P16rat. (g) P20rat. (h) Adult rat. (i)
Decreasing density of calbindin+ neurons in layer 3 of MEC from P4-P8 (n=3776
neurons, 8 rats); to P12-P16 (n=2104 neurons, 8 rats) to adults (n=828 neurons,
7 rats). Error bars denote SD. Scale bars 250 µm. D- Dorsal; V- Ventral.
Orientation in (h) applies to all sections.DOI:
http://dx.doi.org/10.7554/eLife.13343.008
Calbindin+ neurons counted and areas (in µm2) in layer
3 for determining calbindin+ neuronal density in layer 3 in P4-P8,
P12-P16 and adult rats.
DOI:
http://dx.doi.org/10.7554/eLife.13343.009
Increase of reelin expression in layer 3 neurons of MEC through
development.
Parasaggital sections of the MEC processed for reelin-immunoreactivity (red).
The sections show reelin+ stellate cells in layer 2 and an increasing reelin
expression in layer 3 neurons with development in (a) P4 rat.
(b) P8 rat. (c) P12 rat. (d) P16rat.
(e) P20rat. (f) Adult rat. (g)
Increasing density of reelin+ neurons in layer 3 of MEC from P4-P8 (n=1405
neurons, 4 rats); to P12-P16 (n=3309 neurons, 3 rats) to adults (n=5039
neurons, 3 rats). Error bars denote SD. Scale bars 250 µm. D- Dorsal; V-
Ventral. Orientation in (f) applies to all sections.DOI:
http://dx.doi.org/10.7554/eLife.13343.010
Reelin+ neurons counted and areas (in µm2) in layer
3for determining reelin+ neuronal density in layer 3 in P4-P8, P12-P16
and adult rats.
DOI:
http://dx.doi.org/10.7554/eLife.13343.011Reelin was present in layer 2 from early postnatal stages (Figure 4a; Figure 2—figure
supplement 1a,b), though the most prominent reelin-immunoreactive cells in the
first two postnatal weeks were present in layer 1 (Figure 4a–c). Reelin expression increased in layer 3 of the MEC from early
postnatal stages to P20 (Figure 4a–e), where it
attained adult-like levels (Figure 4f).
Quantitatively, reelin+ neuronal density in layer 3 increased from 729 ± 435 (n=1405
neurons, 4 rats) in P4-P8 rats to 1549 ± 115 (n=3309 neurons, 3 rats) in P12-P16rats to
1996 ± 208 (n=5039 neurons, 3 rats) in adults.Three observations indicated a dorsal-ventral developmental gradient in the superficial
layers of medial entorhinal cortex and parasubiculum:First, the transient calbindin expression in layer 3 disappeared from dorsal to ventral.
Thus, most of layer 3 had calbindin+ neurons at P8 (Figure 5a), only the ventral half of layer 3 showed calbindin expression at
P16 (Figure 5b), and in adults calbindin
expression was largely absent from layer 3 of MEC (Figure 5c). This transient expression of calbindin in layer 3 followed a
dorso-ventral developmental profile (Figure 5d).
Early postnatally, in P4-P8 rats, we observed equitable densities of calbindin+ cells in
dorsal, intermediate and ventral levels of MEC (n=3776 neurons, 8 rats). In contrast,
around the end of the second postnatal week, in P12-P16rats, we observed significantly
lower densities (p=0.010, Mann-Whitney two tailed) in the dorsal (225 ± 96 cells /
mm2), as opposed to the ventral (449 ± 161 cells / mm2) MEC
(n=2104 neurons, 8 rats). In adults (n=828 neurons, 7 rats), calbindin+ neurons were
largely absent in layer 3, but among the remaining population the density waxed from
dorsal to intermediate and ventral MEC. The development of reelin expression in layer 3
neurons on the other hand (Figure 5—figure supplement
1a–c) occurred in equitable proportions in dorsal, intermediate and ventral
levels of MEC (Figure 5—figure supplement 1d)
with increasing age.
Figure 5.
Dorsal-to-ventral disappearance of layer 3 calbindin expression.
Parasaggital sections showing superficial layers of the MEC processed for
calbindin-immunoreactivity (green). (a) Calbindin expression is
seen throughout layer 3 in P8 rats. (b) Calbindin expression is
seen only in ventral half of layer 3 in P16 rats. (c) Calbindin
expression is largely absent in layer 3 in adult rats. (d)
Proportion of layer 3 calbindin+ neurons in dorsal (white), intermediate
(gray) and ventral (black) MEC in P4-P8 (n=3776 neurons, 8 rats); P12-P16 (n
=2014 neurons, 8 rats); and adult (n=828 neurons, 7 rats) rats. The numbers
represent layer 3 calbindin+ neuronal density and decay in a dorsal to
ventral gradient with age as evident with the reduced proportions of the
white (dorsal MEC) and gray (intermediate MEC) sections of the columns with
increasing age. Scale bars 250 µm. L1- Layer 1; L2- Layer 2; L3- Layer 3; D-
Dorsal; V-Ventral. Orientation in (c) applies to all
sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.012
Parasaggital sections showing superficial layers of the MEC processed for
reelin-immunoreactivity (red). (a) Reelin expression is
sporadic throughout layer 3 in P8 rats. (b) Reelin expression
equitably increases in layer 3 in P16 rats. (c) Reelin
expression is present throughout layer 3 in adult rats. (d)
Proportion of layer 3 reelin+ neurons in dorsal (white), intermediate (gray)
and ventral (black) MEC in P4-P8 (n=1405 neurons, 4 rats); P12-P16 (n =3309
neurons, 3 rats); and adult (n=5039 neurons, 3 rats) rats. The numbers
represent layer 3 reelin+ neuronal density and increase equitably with age
as evident with the similar proportions of the white (dorsal MEC), gray
(intermediate MEC) and black (ventral MEC) sections of the columns with
increasing age. Scale bars 250 µm. L1- Layer 1; L2- Layer 2; L3- Layer 3; D-
Dorsal; V-Ventral. Orientation in (c) applies to all
sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.013
DOI:
http://dx.doi.org/10.7554/eLife.13343.014
Figure 5—figure supplement 1.
Dorsal- ventral distribution of layer 3 reelin expression.
Parasaggital sections showing superficial layers of the MEC processed for
reelin-immunoreactivity (red). (a) Reelin expression is
sporadic throughout layer 3 in P8 rats. (b) Reelin expression
equitably increases in layer 3 in P16 rats. (c) Reelin
expression is present throughout layer 3 in adult rats. (d)
Proportion of layer 3 reelin+ neurons in dorsal (white), intermediate (gray)
and ventral (black) MEC in P4-P8 (n=1405 neurons, 4 rats); P12-P16 (n =3309
neurons, 3 rats); and adult (n=5039 neurons, 3 rats) rats. The numbers
represent layer 3 reelin+ neuronal density and increase equitably with age
as evident with the similar proportions of the white (dorsal MEC), gray
(intermediate MEC) and black (ventral MEC) sections of the columns with
increasing age. Scale bars 250 µm. L1- Layer 1; L2- Layer 2; L3- Layer 3; D-
Dorsal; V-Ventral. Orientation in (c) applies to all
sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.013
DOI:
http://dx.doi.org/10.7554/eLife.13343.014
Dorsal-to-ventral disappearance of layer 3 calbindin expression.
Parasaggital sections showing superficial layers of the MEC processed for
calbindin-immunoreactivity (green). (a) Calbindin expression is
seen throughout layer 3 in P8 rats. (b) Calbindin expression is
seen only in ventral half of layer 3 in P16rats. (c) Calbindin
expression is largely absent in layer 3 in adult rats. (d)
Proportion of layer 3 calbindin+ neurons in dorsal (white), intermediate
(gray) and ventral (black) MEC in P4-P8 (n=3776 neurons, 8 rats); P12-P16 (n
=2014 neurons, 8 rats); and adult (n=828 neurons, 7 rats) rats. The numbers
represent layer 3 calbindin+ neuronal density and decay in a dorsal to
ventral gradient with age as evident with the reduced proportions of the
white (dorsal MEC) and gray (intermediate MEC) sections of the columns with
increasing age. Scale bars 250 µm. L1- Layer 1; L2- Layer 2; L3- Layer 3; D-
Dorsal; V-Ventral. Orientation in (c) applies to all
sections.DOI:
http://dx.doi.org/10.7554/eLife.13343.012
Dorsal- ventral distribution of layer 3 reelin expression.
Parasaggital sections showing superficial layers of the MEC processed for
reelin-immunoreactivity (red). (a) Reelin expression is
sporadic throughout layer 3 in P8 rats. (b) Reelin expression
equitably increases in layer 3 in P16rats. (c) Reelin
expression is present throughout layer 3 in adult rats. (d)
Proportion of layer 3 reelin+ neurons in dorsal (white), intermediate (gray)
and ventral (black) MEC in P4-P8 (n=1405 neurons, 4 rats); P12-P16 (n =3309
neurons, 3 rats); and adult (n=5039 neurons, 3 rats) rats. The numbers
represent layer 3 reelin+ neuronal density and increase equitably with age
as evident with the similar proportions of the white (dorsal MEC), gray
(intermediate MEC) and black (ventral MEC) sections of the columns with
increasing age. Scale bars 250 µm. L1- Layer 1; L2- Layer 2; L3- Layer 3; D-
Dorsal; V-Ventral. Orientation in (c) applies to all
sections.DOI:
http://dx.doi.org/10.7554/eLife.13343.013
Calbindin+ neurons (Figure
5) and reelin+ neurons (Figure 5—figure supplement 1) counted and areas (in
μm2) in dorsal, intermediate and ventral parts of
layer 3 for determining calbindin+ and reelin+ neuronal densities
respectively in P4-P8, P12-P16 and adult rats.
DOI:
http://dx.doi.org/10.7554/eLife.13343.014Second, layer 2 calbindin+ patches in the MEC also exhibited a dorsal-to-ventral
maturation profile. The calbindin+ patches (Figure
6a) co-localized with doublecortin (Figure
6b), a well-established marker for immature neurons (Brown et al., 2003) throughout layer 2 at P8 (Figure 6c,d). At P16, the dorsal calbindin+ patches (Figure 6e,g) did not express doublecortin (Figure 6f,g), while ventral calbindin+ patches still
co-localized with doublecortin (Figure 6h). In
adults, calbindin+ patches (Figure 6i) did not
exhibit doublecortin (Figure 6j) in either dorsal
(Figure 6k) or ventral (Figure 6l) parts. A similar dorsal-to-ventral development gradient
was evident in the PaS, with doublecortin being present throughout the PaS in P8 (Figure 6b), only in the ventral part in P16 (Figure 6f) and not present in adults (Figure 6j). To quantify the overlap between
calbindin and doublecortin we performed spatial cross-correlations (Figure 6m). P8-P12 rats exhibited a high degree of overlap between
calbindin and doublecortin in both dorsal (0.74 ± 0.05; mean ± SD, Pearson’s
cross-correlation coefficient) and ventral (0.61 ± 0.10) parts (n=9 regions, 5 rats). In
P16-P20rats (n=16 regions, 8 rats), the dorsal regions showed low correlations (0.14 ±
0.17), while the ventral regions still showed significantly higher overlap (0.60 ± 0.07;
p=0.0008, Mann-Whitney two tailed). In adults (n=7 regions, 4 rats), both dorsal (0.19 ±
0.07) and ventral (0.20 ± 0.07) regions had low overlap. The difference in the Pearson’s
cross correlation coefficient between overlapping regions (dorsal and ventral in P8-P12;
ventral in P16-P20) and non-overlapping regions (dorsal in P16-P20; dorsal and ventral
in adults) was significant at p=0.000001 (Mann-Whitney two tailed).
Figure 6.
Dorsal-to-ventral maturation of layer 2 calbindin+ patches and
parasubiculum.
Tangential sections of the MEC double-stained for calbindin immunoreactivity
(green) and doublecortin immunoreactivity (red). Doublecortin is a marker for
immature neurons and disappears in a dorsal-ventral gradient. (a)
Calbindin-expression (green) in P8 rats. (b)
Doublecortin-expression (red) in P8 rats. Note the presence of doublecortin
throughout the dorso-ventral extent of MEC and parasubiculum. (c)
Overlay of the dorsal inset region (dashed) in (a) and
(b), showing overlap of calbindin and doublecortin (hence the
yellowish color). (d) Overlay of the ventral inset region (dashed)
in (a) and (b), showing overlap of calbindin and
doublecortin. (e–h) as (a–d) for P16 rats,
respectively. However, note that dorsal inset region lacks doublecortin
(g) while ventral inset region shows overlap of calbindin and
doublecortin (h). Also, note the absence of doublecortin in the
dorsal but not the ventral parasubiculum (f). (i–k)
as (a–d) for adult rats. No doublecortin is present in either
dorsal (k) or ventral (l) regions. (m)
Spatial cross-correlations of calbindin and doublecortin in MEC showing high
overlap in both dorsal and ventral regions in P8-P12 rats (dark green; n=9
regions, 5 rats); low correlation in dorsal but high overlap in ventral in
P16-P20 rats (green; n=16 regions, 8 rats) and low correlations in both dorsal
and ventral in adult rats (light green; n=7 regions, 4 rats). The Pearson’s
cross-correlation coefficient can vary from -1 (anti-correlated) through 0
(un-correlated) to 1 (correlated). Scale bars 250 µm. D- Dorsal; V- Ventral; M-
Medial; L- Lateral. Orientation in (i) applies to all
sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.015
Dorsal-to-ventral maturation of layer 2 calbindin+ patches and
parasubiculum.
Tangential sections of the MEC double-stained for calbindin immunoreactivity
(green) and doublecortin immunoreactivity (red). Doublecortin is a marker for
immature neurons and disappears in a dorsal-ventral gradient. (a)
Calbindin-expression (green) in P8 rats. (b)
Doublecortin-expression (red) in P8 rats. Note the presence of doublecortin
throughout the dorso-ventral extent of MEC and parasubiculum. (c)
Overlay of the dorsal inset region (dashed) in (a) and
(b), showing overlap of calbindin and doublecortin (hence the
yellowish color). (d) Overlay of the ventral inset region (dashed)
in (a) and (b), showing overlap of calbindin and
doublecortin. (e–h) as (a–d) for P16rats,
respectively. However, note that dorsal inset region lacks doublecortin
(g) while ventral inset region shows overlap of calbindin and
doublecortin (h). Also, note the absence of doublecortin in the
dorsal but not the ventral parasubiculum (f). (i–k)
as (a–d) for adult rats. No doublecortin is present in either
dorsal (k) or ventral (l) regions. (m)
Spatial cross-correlations of calbindin and doublecortin in MEC showing high
overlap in both dorsal and ventral regions in P8-P12 rats (dark green; n=9
regions, 5 rats); low correlation in dorsal but high overlap in ventral in
P16-P20rats (green; n=16 regions, 8 rats) and low correlations in both dorsal
and ventral in adult rats (light green; n=7 regions, 4 rats). The Pearson’s
cross-correlation coefficient can vary from -1 (anti-correlated) through 0
(un-correlated) to 1 (correlated). Scale bars 250 µm. D- Dorsal; V- Ventral; M-
Medial; L- Lateral. Orientation in (i) applies to all
sections.DOI:
http://dx.doi.org/10.7554/eLife.13343.015A closer analysis of the co-localization of the immature neuronal marker doublecortin
with calbindin+ pyramidal cells and reelin+ stellate cells (Figure 7a–c) revealed doublecortin to be mostly co-localized with
calbindin+ rather than reelin+ neurons (Figure
7d). Spatial cross-correlations between doublecortin and either calbindin or
reelin (Figure 7e; n=8 rats from ages P8 - P20)
from triple-immunostained calbindin, reelin and doublecortin regions of layer 2 of the
MEC revealed a greater overlap of doublecortin with calbindin (0.54 ± 0.10) than with
reelin (0.08 ± 0.13). This difference in the Pearson’s cross correlation coefficient was
significant at p=0.0009 (Mann-Whitney two tailed).
Figure 7.
Higher co-localization of doublecortin with calbindin+ pyramidal than
reelin+ stellate cells in the developing medial entorhinal cortex.
Tangential sections of the MEC layer 2 triple-stained for calbindin
immunoreactivity (CB; blue), doublecortin immunoreactivity (DCX; red) and
reelin immunoreactivity (RL; green). Pyramidal but not stellate cells are
structurally immature during early postnatal stages. (a)
Calbindin-expression (blue) in layer 2 of MEC. (b)
Doublecortin-expression (red) in layer 2 of MEC. (c)
Reelin-expression (green) in layer 2 of MEC. (d) Overlay of the
inset region (dashed) in (a), (b) and
(c), showing a higher co-localization of doublecortin (red) with
calbindin (blue), than reelin (green). (e) Spatial
cross-correlations of doublecortin with calbindin and reelin showing high
overlap of doublecortin with calbindin but not reelin (n=8 regions, 8 rats).
Scale bars (a–c) 250 µm; (d) 100 µm. D- Dorsal; V-
Ventral; M- Medial; L- Lateral. Orientation in (c) applies to all
sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.016
Higher co-localization of doublecortin with calbindin+ pyramidal than
reelin+ stellate cells in the developing medial entorhinal cortex.
Tangential sections of the MEC layer 2 triple-stained for calbindin
immunoreactivity (CB; blue), doublecortin immunoreactivity (DCX; red) and
reelin immunoreactivity (RL; green). Pyramidal but not stellate cells are
structurally immature during early postnatal stages. (a)
Calbindin-expression (blue) in layer 2 of MEC. (b)
Doublecortin-expression (red) in layer 2 of MEC. (c)
Reelin-expression (green) in layer 2 of MEC. (d) Overlay of the
inset region (dashed) in (a), (b) and
(c), showing a higher co-localization of doublecortin (red) with
calbindin (blue), than reelin (green). (e) Spatial
cross-correlations of doublecortin with calbindin and reelin showing high
overlap of doublecortin with calbindin but not reelin (n=8 regions, 8 rats).
Scale bars (a–c) 250 µm; (d) 100 µm. D- Dorsal; V-
Ventral; M- Medial; L- Lateral. Orientation in (c) applies to all
sections.DOI:
http://dx.doi.org/10.7554/eLife.13343.016Third, wolframin expression, a marker which co-localizes with calbindin+ pyramidal
neurons in layer 2 of MEC in adult rodents (Kitamura
et al., 2014), develops from dorsal to ventral in layer 2 medial entorhinal
cortex and parasubiculum (Figure 8).
Specifically, wolframin expression starts to appear in the dorsal MEC and the dorsal PaS
shortly after birth (Figure 8a) and is present
only in the dorsal ~10% of the PaS. It extends progressively more ventrally (Figure 8b) and covers ~40% at P8 and ~75% at P12 of
PaS. At P20 it is expressed throughout the full extent of medial entorhinal cortex and
the parasubiculum (Figure 8c).
Figure 8.
Dorsal-to-ventral maturation of wolframin expression in the medial
entorhinal cortex and parasubiculum.
(a) Tangential sections of the MEC and PaS (outlines dashed)
double-stained for calbindin-immunoreactivity (green) and wolframin
immunoreactivity (red) in a P4 rat. Shown is an overlay of red and green
fluorescence. (b) as (a) for a P8 rat.
(c) as (a) for a P20 rat. Wolframin is present in
the dorsal ~10% of the parasubiculum at P4, ~40% at P8 and 100% at P20. Note
that wolframin expression co-localizes with calbindin-expression in the MEC
(hence the yellowish color) and increases from dorsal to ventral with age.
Scale bars 250 µm. D- Dorsal; V- Ventral; M- Medial; L- Lateral. Orientation in
(a) applies to all sections.
DOI:
http://dx.doi.org/10.7554/eLife.13343.017
Dorsal-to-ventral maturation of wolframin expression in the medial
entorhinal cortex and parasubiculum.
(a) Tangential sections of the MEC and PaS (outlines dashed)
double-stained for calbindin-immunoreactivity (green) and wolframin
immunoreactivity (red) in a P4 rat. Shown is an overlay of red and green
fluorescence. (b) as (a) for a P8 rat.
(c) as (a) for a P20rat. Wolframin is present in
the dorsal ~10% of the parasubiculum at P4, ~40% at P8 and 100% at P20. Note
that wolframin expression co-localizes with calbindin-expression in the MEC
(hence the yellowish color) and increases from dorsal to ventral with age.
Scale bars 250 µm. D- Dorsal; V- Ventral; M- Medial; L- Lateral. Orientation in
(a) applies to all sections.DOI:
http://dx.doi.org/10.7554/eLife.13343.017
Discussion
Neurogenesis in the medial entorhinal cortex is completed prior to E18 (Bayer, 1980a; 1980b), and at this time the basic laminar organization of medial entorhinal
cortex is already evident. While the basic structure of medial entorhinal cortex appears
early, we observe massive developmental changes in the cortical structure, including a
doubling of the thickness of the superficial layers during the first postnatal week.The clustering of layer 2 MEC calbindin+ neurons into patches is also an early
developmental event, and key aspects of the grid-layout of calbindin+ neurons are
already present at birth. This observation indicates that the periodic structure of
patches is a result of genetic signaling rather than spatial experience. Periodic
patterns are ubiquitous in nature, and several chemical patterning systems have been
explained on the basis of interaction between dynamical systems (Turing, 1952). Since it has been suggested that the grid layout of
calbindin+ neurons is functionally relevant for grid cell activity (Brecht, 2014), it would be interesting to
investigate, whether genetic manipulations would result in changes of layout periodicity
and have functional effects. The dendritic clustering of calbindin+ pyramidal neurons is
similar to dendritic development in the neocortex (Petit et al., 1988) and is established by the end of the first postnatal
week. The cholinergic innervation of the calbindin+ patches was present by P4 in line
with other long-range connectivity patterns in the MEC (O’Reilly et al., 2015), which are also established early in
development.Reelin is an important protein in cortical layer development (D'Arcangelo et al., 1995) and in the early stages of postnatal
development we see the strongest reelin expression in layer 1, where reelin secreting
Cajal-Retzius cells are involved in radial neuronal migration (Pesold et al., 1998). Stellate cells in layer 2 of MEC, which can
be visualized by reelin-immunoreactivity (Varga et
al., 2010), were scattered (Ray et al.,
2014) throughout postnatal development.Layer 3 of the MEC features a complementary transition of calbindin+ and reelin+ neurons
during the first couple of postnatal weeks. While the density of reelin+ neurons
increases, there is a concurrent decline in calbindin+ neuronal density in layer 3 of
MEC, though part of the calbindin+ neuronal density decline can be attributed to the
increasing brain size. Taken together with the presence of radial neuronal migration
promoting Cajal-Retzius cells in layer 1 during this period, it would be interesting to
investigate whether the transient calbindin+ neurons are migrating to layer 2 or
changing their phenotype to reelin+ neurons, and what layer and cell-type specific
functional differences are observed in this early postnatal development stage.An interesting observation is the presence of clusters of neurons in the parasubiculum,
which transiently express calbindin in early postnatal stages, and subsequently express
wolframin. Transient expression of calbindin has been observed in early postnatal
development in the neocortex (Hogan and Berman,
1993) and midbrain regions (Liu and
Graybiel, 1992), but its functional significance remains largely unknown. Our
data show, however, that at early developmental stages the parasubiculum and medial
entorhinal cortex share a similar organization in calbindin+ patches. Additionally, the
expression of wolframin in the parasubiculum persists in adults, while calbindin+
neurons in MEC layer 2 also exhibit wolframin (Kitamura et al., 2014) from the end of the first postnatal week. Current
studies generally focus on cell-type specific investigations using proteins expressed by
these cells. However, investigations to study the specific roles of these proteins
(Li et al., 1995) might provide interesting
insights towards understanding the finer differences in the functionalities exhibited by
these cells. For instance, calbindin is a calcium buffer, and reduces the concentration
of intracellular calcium (Mattson et al.,
1991), while wolframin is implicated in increasing intracellular calcium levels
(Osman et al., 2003). With the medial
entorhinal cortex and parasubiculum having many similarities in their spatial discharge
properties (Tang et al., 2014; Boccara et al., 2010; Tang et al., 2016), a structure-function comparison of the
wolframin+/transiently-calbindin+ neurons in the parasubiculum and the wolframin+/
permanently-calbindin+ neurons in the medial entorhinal cortex would be worthwhile.A dorsal-to-ventral development profile was observed in the superficial layers of the
MEC and parasubiculum. This conclusion was suggested by the progressive disappearance of
the calbindin expression in layer 3 from dorsal to ventral; the progressive
disappearance of doublecortin expression in layer 2 and parasubiculum from dorsal to
ventral; and the progressive appearance of the wolframin expression in superficial layer
2 of MEC and parasubiculum from dorsal to ventral. Homing behavior in rats, as well as
spontaneous exploratory behavior develops around the end of second postnatal week (Wills et al., 2014; Bulut and Altman, 1974) while spontaneous exploration of larger
environments outside the nest emerge towards the end of the third postnatal week (Wills et al., 2014). This is coincident with the
timeline of maturation of calbindin+ patches in the dorsal and ventral MEC respectively.
Since the dorsal MEC represents smaller spatial scales and the ventral MEC progressively
larger scales (Hafting et al., 2005; Stensola et al., 2012), these data may indicate
that the rat’s navigational system matures from small to large scales. Early eyelid
opening experiments have indicated an accelerated development of spatial exploratory
behaviour (Kenny and Turkewitz, 1986; Foreman and Altaha, 1991), and similar experiments
might provide insights into whether early behavioral development is accompanied by an
accelerated development of the microcircuit underlying spatial navigation.The higher co-localization of doublecortin with calbindin+ pyramidal cells than reelin+
stellate cells, supports further the dichotomy of structure-function relationships
exhibited by these two cell types (Ray et al.,
2014; Tang et al., 2014). Grid and
border cells have been implicated to be largely specific to pyramidal and stellate cells
respectively (Tang et al., 2014)and the delayed
structural maturation of pyramidal cells might reflect the delayed functional maturation
of grid cells (Wills et al., 2010; Langston et al., 2010), with the converse being
applicable to stellate and border cells (Bjerknes et
al., 2014). The divergent projection patterns of pyramidal and stellate cells,
with the former projecting to CA1 (Kitamura et al.,
2014) and contralateral MEC (Varga et al.,
2010) and the latter to dentate gyrus (Varga
et al., 2010; Ray et al., 2014) and
deep layers of MEC (Sürmeli et al., 2015), have
differing theoretical interpretations in spatial information processing.The same sets of neurons, which correspond to grid and border cells (Tang et al., 2014), have also been implicated to
be differentially involved in temporal association memory (Kitamura et al., 2014) and contextual memory (Kitamura et al., 2015) respectively. An underlying
differential structural maturation timeline of the microcircuit governing these
processes may also translate into a differential functional maturation profile of these
memories.We conclude that the structural maturation of medial entorhinal cortex can be coarsely
divided into an early appearance of the calbindin+ neuron patches and a progressive
cell-type specific refinement of the cellular structure, which proceeds along the dorsal
to ventral axis.
Materials and methods
All experimental procedures were performed according to the German guidelines on animal
welfare under the supervision of local ethics committees (LaGeSo) under the permit
T0106-14.
Brain tissue preparation
Male and female Wistar rats (n=83) from E18 to P24 and adults (>P42) were used in
the study. The ages were accurate to ± 1 day. Animals were anaesthetized by
isoflurane, and then euthanized by an intraperitoneal injection of 20% urethane. They
were then perfused transcardially with first 0.9% phosphate buffered saline solution,
followed by 4% formaldehyde, from paraformaldehyde, in 0.1 M phosphate buffer (PFA).
For prenatal animals, pregnant rats at E18 were perfused in the aforesaid manner and
the E18 animals were then extracted from the uterus. Subsequently, brains were
removed from the skull and postfixed in PFA overnight. Brains were then transferred
to 10% sucrose solution for one night and subsequently immersed in 30% sucrose
solution for at least one night for cryoprotection. The brains were embedded in Jung
Tissue Freezing Medium (Leica Microsystems Nussloch, Germany), and subsequently
mounted on the freezing microtome (Leica 2035 Biocut) to obtain 60 μm thick sagittal
sections or tangential sections parallel to the pia.Tangential sections of the medial entorhinal cortex were obtained by separating the
entorhinal cortex from the remaining hemisphere by a cut parallel to the surface of
the medial entorhinal cortex (Video 1).
For subsequent sectioning the surface of the entorhinal cortex was attached to the
block face of the microtome.
Histochemistry and immunohistochemistry
Acetylcholinesterase (AChE) activity was visualized according to previously published
procedures (Ichinohe et al., 2008; Tsuji, 1998). After washing brain sections in a
solution containing 1 ml of 0.1 M citrate buffer (pH 6.2) and 9 ml 0.9% NaCl saline
solution (CS), sections were incubated with CS containing 3 mM CuSO4, 0.5
mMK3Fe(CN)6, and 1.8 mM acetylthiocholine iodide for 30 min.
After rinsing in PB, reaction products were visualized by incubating the sections in
PB containing 0.05% 3,3’- Diaminobenzidine (DAB) and 0.03% nickel ammonium
sulfate.Immunohistochemical stainings were performed according to standard procedures.
Briefly, brain sections were pre-incubated in a blocking solution containing 0.1 M
PBS, 2% Bovine Serum Albumin (BSA) and 0.5% Triton X-100 (PBS-X) for an hour at room
temperature (RT). Following this, primary antibodies were diluted in a solution
containing PBS-X and 1% BSA. Primary antibodies against the calcium binding protein
Calbindin (Swant: CB300, CB 38; 1:5000), the extracellular matrix protein Reelin
(Millipore: MAB5364; 1:1000), the transmembrane protein Wolframin (Proteintech:
11558-1-AP; 1:200), the microtubule associated protein Doublecortin (Santa Cruz
Biotechnology: sc-8086; 1:200) and the calmodulin binding protein Purkinje cell
protein 4 (Sigma: HPA005792; 1:200) were used. Incubations with primary antibodies
were allowed to proceed for at least 24 hr under mild shaking at 4°C in free-floating
sections. Incubations with primary antibodies were followed by detection with
secondary antibodies coupled to different fluorophores (Alexa 488, 546 and 633;
Invitrogen). Secondary antibodies were diluted (1:500) in PBS-X and the reaction
allowed to proceed for two hours in the dark at RT. For multiple antibody labeling,
antibodies raised in different host species were used. For visualizing cell nuclei,
sections were counterstained with DAPI (Molecular Probes: R37606). After the staining
procedure, sections were mounted on gelatin coated glass slides with Vectashield
mounting medium (Vectorlabs: H-1000).
Image acquisition
An Olympus BX51 microscope (Olympus, Shinjuku Tokyo, Japan) equipped with a motorized
stage (LUDL Electronics, Hawthorne NY) and a z-encoder (Heidenhain, Shaumburg IL,
USA), was used for bright field microscopy. Images were captured using a MBF CX9000
(Optronics, Goleta CA) camera using Neurolucida or StereoInvestigator (MBF
Bioscience, Williston VT, USA). A Leica DM5500B epifluorescence microscope with a
Leica DFC345 FX camera (Leica Microsystems, Mannheim, Germany) was used to image the
immunofluorescent sections. Alexa fluorophores were excited using the appropriate
filters (Alexa 350 – A4, Alexa 488 – L5, Alexa 546 – N3, Alexa 633 – Y5). Fluorescent
images were acquired in monochrome, and color maps were applied to the images post
acquisition. Post hoc linear brightness and contrast adjustment were applied
uniformly to the image under analysis.
Analysis of layer width
To determine the width of different layers of the medial entorhinal cortex, we
prepared parasagittal sections and stained them for calbindin-immunoreactivity,
Purkinje cell protein-immunoreactivity and DAPI. Measurements were taken from dorsal,
medial and ventral parts of each section analyzed using Leica Application Suite AF
(Leica Microsystems, Mannheim, Germany).
Analysis of spatial periodicity
To determine the spatial periodicity of calbindin+ patches, we determined
spatial autocorrelations. The spatial autocorrelogram was based on Pearson’s product
moment correlation coefficient (Sargolini et al.,
2006).where, is the autocorrelation between pixels or bins with
spatial offset τand τ is the monochromatic image without
smoothing, n is the number of overlapping pixels. Autocorrelations were not estimated
for lags of τand τ where n<20. Grid scores were
calculated, as previously described (Ray et al.,
2014), and can vary from −2 to 2.
Analysis of spatial overlap
To determine the degree of overlap between doublecortin and calbindin or reelin, we
determined spatial crosscorrelations. Spatial crosscorrelations were determined based
on Pearson’s product moment correlation coefficient.where, is the cross-correlation between the monochromatic
images f1 and f2 without smoothing. n is the number
of pixels in the image. The Pearson’s cross-correlation coefficient can vary from -1
(anti-correlated) through 0 (un-correlated) to 1 (correlated).For analysis of dorso-ventral variation in overlap between doublecortin with
calbindin, two regions of the same size were selected from a section double-stained
for calbindin and doublecortin. One region was selected from the dorsal half of the
section and another from the ventral half and the regions were represented as pairs.
Where, due to section damage, it was not possible to obtain regions from both dorsal
and ventral parts, the data was presented as unpaired.For analysis of variation in overlap between doublecortin and calbindin/reelin,
comparisons were performed between the same regions from a section triple stained for
calbindin, reelin and doublecortin.In the interests of transparency, eLife includes the editorial decision letter and
accompanying author responses. A lightly edited version of the letter sent to the
authors after peer review is shown, indicating the most substantive concerns; minor
comments are not usually included.Thank you for submitting your work entitled "Structural Development and
Dorsoventral Maturation of the Medial Entorhinal Cortex" for consideration by
eLife. Your article has been reviewed by three peer reviewers, and
the evaluation has been overseen by Howard Eichenbaum as the Reviewing Editor and Eve
Marder as the Senior Editor.The following individuals involved in review of your submission have agreed to reveal
their identity: Thomas Van Groen, Andre Fenton, and Rosamund Langston (peer
reviewers).The reviewers have discussed the reviews with one another and the Reviewing Editor has
drafted this decision to help you prepare a revised submission.Summary:This paper provides important new insights into the developmental circuitry of the
medial entorhinal and parasubiculum circuitry, of high importance to considerable
current research on the functional organization of these brain areas.Essential revisions:The reviewers had several general concerns about explanation of the findings and many
recommendations for improvement of the data presentation. These are detailed below.Reviewer #1:The manuscript by Ray and Brecht is quite interesting and relatively well written. The
Introduction, Methods and Discussion are fine, even if the Discussion is a bit short.
The Methods are good, but could be more detailed. The Results, however, need to be
substantially revised or improved. One minor issue is that "superficial
layers" need to be defined, even if most people know those are layers I to III,
another issue are the tangential sections, that should be more clearly explained in the
text. If a cortical area changes in size, by definition neuronal density decreases, this
needs to be more clearly stated and discussed. The biggest issue is the presentation of
the figures in the Results. Figure 1 shows
changes in the size of the superficial layers, but also includes the deep layers. Figure 2: the autocorrelation images need to be the
same size as the insets of the immunohistochemical staining images to be acceptable and
interpretable. The figure orientation is needed in Figure 2A; what is where? For instance, what is the band of bright staining
on the right side of the image? The acetylcholinesterase activity staining is of low
quality (at least in the images provided). Similarly, in Figure 3, images showing the sections at equal magnification would be helpful
(orientation?). Figure 5 is of too low quality to
be interpretable, doublecortin is supposed to stain neurons, which is not very visible
in this figure. Taken together, this will make the data more understandable for readers;
in the current version the images are not exceedingly helpful.Reviewer #2:General assessment:This is a clear and valuable study, describing the anatomical and developmental
expression of calbindin and other molecular markers of pyramidal cells in the MEC and
parasubiculum across developmental time from late gestation to young adulthood. These
cells are important elements of the microcircuitry that generates spatially-tuned
discharge. Whether the histochemically identified Calbindin+ cells correspond
to functionally defined grid cells and/or border cells is controversial, which makes the
present study an important contribution to the debate. The debate is crucial to notions
of how the hippocampal-entorhinal system generates and computes information about space
from the different functional components that have been identified such as distances,
locations, directions, borders and speed. The development of the functional cell classes
has been studied in recent years to constrain the theories, but which
functionally-identified cells correspond to which histochemical and morphological cell
classes is still unclear and clarification of this issue will provide important
knowledge of the circuit wiring diagram that will drive theories of neural computation
that are grounded in structure-function relationships. In summary, this manuscript is an
important contribution.Summary of concerns:The manuscript is clearly written and the studies appear to be done carefully, and the
procedures are straightforward. The data look clear and the interpretations of the
measurements are not controversial. There are however a number of improvements I will
suggest that will make the report more accessible to the general readership of
eLife.1) The analyses and interpretation of the histochemical images depend strongly on
knowledge of the anatomical topography of the region, which non-specialists will not be.
Whether the sections are tangential or parasaggital, and knowledge of the precise
cutting angles is important even for the specialist. Consequently, it would be valuable
to provide a 3-D model of the brain or just the cortical region with indications of the
tangential and parasaggital planes and to use these on the Figures as a short-hand to
help orient the reader. I know this is asking too much, but I will mention it to make my
point: a 3-D CLARITY image of the immunolabeled cells would go a long way towards
showing this very cool grid-like organization to the non-specialist and specialist
alike. A 3-D model could accomplish the same.2) I was disappointed not to see analysis of the stellate ocean cells, the coexistence
of which in the region, but outside the pyramidal patches, is the source of the
controversy. The authors should explain in the manuscript why parallel analyses were not
performed.3) I like the Discussion, which is appropriately driven by the findings. Again, for the
general readership of eLife, I suggest the Discussion be expanded to
more explicitly include the differential hippocampal and neocortical connectivity of the
stellate and pyramidal cells, a discussion of what is known about their function
properties, and why it is important to understanding how information about space is
computed.Reviewer #3:Although structural maturation has been shown for the hippocampus this was lacking in
the literature for entorhinal cortex despite the huge recent interest in the spatially
selective cell types found there, so this paper is timely and of high theoretical
importance.The Introduction focuses on Layer II of MEC and is very brief – a little more attention
to the cell types of Layer III and PaS and their electrophysiological characteristics,
and what makes them different to the Layer II neurons would be nice since quite a lot of
the results focus on these and not on layer II.Also how does one identify stellate neurons and their developmental profile, and why is
this not done? Also why are deeper layers of MEC not analysed? These are not suggestions
for more experiments, just requests to explain briefly why they were not included
here.A bit more information about wolframin would be good – the authors initially state it is
co-localised with calbindin but from their results this is not always the case?The figures are mainly well explained, and the layout of the individual images, with the
data presented graphically, is intuitive and aesthetically pleasing. The images clearly
depict what is described and the mean data that is shown in the graphs.Figure titles and/or images should include whether they depict MEC or PaS (e.g. not
clear from Figure 5 where it is referred to in
the text as being MEC layer II AND PaS as far as I read.)Discuss relevance of wolframin vs. calbindin and why they appear separately in PaS but
are co-localised in pyramidal cells of MEC layer 2.In the Discussion it is a very interesting theory that the dorso-ventral structural
development profile may reflect the maturation of the range of the spatial navigation
system however this would be quite difficult to study since coincident with this is the
fact that rats explore further after their eyes open at the end of the second postnatal
week and it would be difficult to manipulate this behaviour to occur earlier, although
similar things have been achieved with experiments to open rat pups' eyelids
earlier.The following theory suggested in the fourth paragraph of the Discussion that the patchy
doublecortin co-localised with calbindin may reflect different functional maturation of
border and grid cells requires a little more explanation, I did not see any obvious
link.Overall the paper provides much-needed high-quality solid anatomical evidence for
dorso-ventral structural maturation occurring in the MEC and PaS, similar to that seen
in the hippocampus. This data should feed into various models of neuronal spatial
representations and presents the possibility that subsets of grid cells may mature
before others so maps could potentially be formed of smaller spaces before larger ones,
and a full complement of grid cells may not be necessary to see grid-like firing, a
hypothesis which is testable and intriguing.Essential revisions:The reviewers had several general concerns about explanation of the findings and
many recommendations for improvement of the data presentation. These are detailed
below. Reviewer #1:The manuscript by Ray and Brecht is quite interesting and relatively well
written. The Introduction, Methods and Discussion are fine, even if the Discussion is
a bit short. The Methods are good, but could be more detailed.We thank the reviewer for appreciating the manuscript. We agree with the reviewer’s
assessment about the brevity of certain sections of the manuscript and have performed a
significant revision to all sections of the manuscript to result in a more detailed and
comprehensive revised manuscript.The Results, however, need to be substantially revised or improved. One minor
issue is that "superficial layers" need to be defined, even if most people
know those are layers I to III, another issue are the tangential sections, that
should be more clearly explained in the text.We agree with the reviewer’s assessment and have implemented their suggestion.Changes:Results, first paragraph – We have addressed the definition of
superficial layer.Video 1 – We have added a novel schematic
video that illustrates the tangential sectioning process and provides the reader with a
clear perspective of how the tangential sections are obtained from the rodent brain, and
how the structures seen in tangential sections relate to the brain in situ.If a cortical area changes in size, by definition neuronal density decreases,
this needs to be more clearly stated and discussed. The biggest issue is the
presentation of the figures in the Results.We agree with this criticism and thank the reviewer for the suggestion to include
variation in depth in deep layers of the MEC with increasing age.Changes:Discussion, fourth paragraph – We discuss the effect of increasing
brain size on neuronal density.Figure 1D and Results, first paragraph
– We have updated Figure 1D
and the Results to include changes in size in the deep layers of MEC.We thank the reviewer for pointing out this oversight.Changes:Figure 2A-F
– We have ensured that the inset of the immunohistochemical stain and
the autocorrelation images are of the same size. The scale bar in the autocorrelation
image is half the length of the one in the immunohistochemical image, since the
autocorrelation denotes twice the length and breadth of the immunohistochemical
image.Figure legends (all relevant figures) – We have denoted the orientation
in one panel of every figure, and now we state in the figure legends that it applies to
all the other panels unless explicitly noted.Figure legend (Figure 2) – We mention in the
figure legend that the bright green band pointed out by the reviewer denotes the
parasubiculum.The acetylcholinesterase activity staining is of low quality (at least in the
images provided). Similarly, inWe agree with the reviewer’s criticism and have changed the layout of the figure to
address the issue.Changes:Figure 2G-1 – We have changed the layout of the
figure to enable better visualization and co-localization of acetylcholinesterase
activity and calbindin immunoreactivity.Figure legends (all relevant figures) – In Figure 3 and elsewhere, as noted above, we have updated the legend
to state that the orientation illustrated in one panel applies to the entire figure
unless explicitly stated.We
agree with the referee’s criticism, about the need for a higher magnification image to
visualize doublecortin localization in a single neuron. However, since other reviewers
found the layout of these images quite intuitive, we decided not to change Figure 5 (now Figure
6) and instead added a novel Figure 7
to address this issue.Changes:Figure 7 – We have now added a novel Figure 7, as a result of our new experiments, which
shows at higher magnification the co-localization of doublecortin in the cell membrane
of the cells, with calbindin.This figure also illustrates reelin which mark stellate cells in layer 2 of MEC, in
response to queries raised by the other reviewers and quantifies the differential
co-localization of doublecortin with calbindin and reelin during early postnatal
development.Reviewer #2:Summary of concerns: The manuscript is clearly written and the studies appear to
be done carefully, and the procedures are straightforward. The data look clear and
the interpretations of the measurements are not controversial. There are however a
number of improvements I will suggest that will make the report more accessible to
the general readership of eLife. 1) The analyses and interpretation of the
histochemical images depend strongly on knowledge of the anatomical topography of the
region, which non-specialists will not be. Whether the sections are tangential or
parasaggital, and knowledge of the precise cutting angles is important even for the
specialist. Consequently, it would be valuable to provide a 3-D model of the brain or
just the cortical region with indications of the tangential and parasaggital planes
and to use these on the Figures as a short-hand to help orient the reader. I know
this is asking too much, but I will mention it to make my point: a 3-D CLARITY image
of the immunolabeled cells would go a long way towards showing this very cool
grid-like organization to the non-specialist and specialist alike. A 3-D model could
accomplish the same. We thank the reviewer for the idea of a 3D model, and
have included a novel schematic video (Video
1) to address these concerns.Changes:Video 1 – We have added this video, which
illustrates the tangential sectioning process and provides the reader with a clear
perspective of how the tangential sections are obtained from the rodent brain, and how
the grid-like structures seen in tangential sections relate to the brain in situ.2) I was disappointed not to see analysis of the stellate ocean cells, the
coexistence of which in the region, but outside the pyramidal patches, is the source
of the controversy. The authors should explain in the manuscript why parallel
analyses were not performed. This comment is similar to the criticism of
another reviewer and we think the omission of stellate cell development was a major flaw
in the previous version of our manuscript. We have performed a series of experiments to
address this concern, and now provide a detailed perspective of the development of
stellate cells.Changes:Figure 2—figure supplement 1 – New figure,
illustrating the spatial layout of reelin+ stellate cells during development.Figure 7 – We have added this new figure,
illustrating the co-localization of doublecortin with pyramidal but not stellate cells
during early postnatal development.We have also made appropriate changes in the Abstract, Results and Discussion sections
of the manuscript to reflect these novel results.In addition, we found an increasing expression of reelin in layer 3 neurons with
development, which we have highlighted in new Figure
4 and new Figure 5—figure supplement
1.3) I like the Discussion, which is appropriately driven by the findings. Again,
for the general readership of eLife, I suggest the Discussion be expanded to more
explicitly include the differential hippocampal and neocortical connectivity of the
stellate and pyramidal cells, a discussion of what is known about their function
properties, and why it is important to understanding how information about space is
computed. We thank the reviewer for the appreciation and the idea to
highlight the differential connectivity profiles of pyramidal and stellate cells and its
impact in spatial information processing.Changes:Discussion, seventh paragraph – Discussion on different projection patterns of pyramidal
and stellate cells.Reviewer #3:Although structural maturation has been shown for the hippocampus this was
lacking in the literature for entorhinal cortex despite the huge recent interest in
the spatially selective cell types found there, so this paper is timely and of high
theoretical importance. The Introduction focuses on Layer II of MEC and is very brief
– a little more attention to the cell types of Layer III and PaS and their
electrophysiological characteristics, and what makes them different to the Layer II
neurons would be nice since quite a lot of the results focus on these and not on
layer II. We thank the reviewer for pointing out this oversight, and we have
expanded the Introduction to include the characteristics of cells in layer 3 and
parasubiculum in addition to layer 2.Changes:Introduction, fourth paragraph – We have included an introduction on layer 3 and the
functional characteristics of the cells found there.Introduction, fifth paragraph – We have included an introduction on parasubicuulum and
the functional characteristics of the cells found there.Also how does one identify stellate neurons and their developmental profile, and
why is this not done? Also why are deeper layers of MEC not analysed? These are not
suggestions for more experiments, just requests to explain briefly why they were not
included here. This comment is similar to a query raised by another
reviewer, and we have performed a series of novel experiments to explore the development
of stellates by using the extracellular matrix protein Reelin. We have performed a
series of experiments to address this concern, and now provide a detailed perspective of
the development of stellate cells. For deep layers, we added the development of their
thickness during development, congruent with the recommendations of another
reviewer.Changes:Figure 2—figure supplement 1 – New figure,
illustrating the spatial layout of reelin+ stellate cells during development.Figure 7 – New figure, illustrating the
co-localization of doublecortin with pyramidal but not stellate cells during early
postnatal development.Figure 1D; Results, first paragraph– We have
updated Figure 1D and the Results to include
changes in size in the deep layers of MEC.We have also made appropriate changes in the Abstract, Results and Discussion sections
of the manuscript to reflect these novel results.In addition, we found an increasing expression of reelin in layer 3 neurons with
development, which we have highlighted in new Figure
4 and new Figure 5—figure supplement
1.A bit more information about wolframin would be good – the authors initially
state it is co-localised with calbindin but from their results this is not always the
case? We have now expanded our discussion on wolframin on its
co-localization with calbindin in layer 2 of MEC but not the developed
parasubiculum.Changes:Discussion, fifth paragraph – We expanded the Discussion to include how studies target
specific cell-types using their molecular profiles, and how experiments towards
understanding the specific roles of these proteins might provide insights in
understanding the functional differences in these cells.The figures are mainly well explained, and the layout of the individual images,
with the data presented graphically, is intuitive and aesthetically pleasing. The
images clearly depict what is described and the mean data that is shown in the
graphs.We thank the reviewer for the appreciation of the figures.Figure titles and/or images should include whether they depict MEC or PaS (e.g.
not clear from We thank the
reviewer for pointing out this oversight, and have now corrected the figure title and
legend.Discuss relevance of wolframin vs. calbindin and why they appear separately in
PaS but are co-localised in pyramidal cells of MEC layer 2.As noted above,
we provide a more comprehensive discussion on wolframin and calbindin, and their
possible functions.Changes:Discussion, fifth paragraph – Discussion on the roles of wolframin and calbindin.In the Discussion it is a very interesting theory that the dorso-ventral
structural development profile may reflect the maturation of the range of the spatial
navigation system however this would be quite difficult to study since coincident
with this is the fact that rats explore further after their eyes open at the end of
the second postnatal week and it would be difficult to manipulate this behaviour to
occur earlier, although similar things have been achieved with experiments to open
rat pups' eyelids earlier. We thank the reviewer for finding the theory
interesting, and have now discussed in greater detail how it can be tested by the early
eyelid opening experiments, as pointed out by the reviewer.Changes:Discussion, sixth paragraph – Discussion on possible experiments to test dorso-ventral
maturation hypothesis.The following theory suggested in the fourth paragraph of the Discussion that
the patchy doublecortin co-localised with calbindin may reflect different functional
maturation of border and grid cells requires a little more explanation, I did not see
any obvious link. We apologize for not having adequately clarified this
point, and have now addressed this issue in greater detail by performing a series of
experiments to simultaneously analyze the co-localization of the immature neuronal
marker doublecortin, with pyramidal cell marker calbindin, and stellate cell marker
reelin in layer 2 of MEC. We find a differential neuronal maturation profile, which
indicates that the structural development of pyramidal and stellate cells, closely
mirrors the differential functional maturation profiles of grid and border cells
respectively.Changes:Figure 7 – New figure, illustrating the
co-localization of doublecortin with pyramidal and not stellate cells during early
postnatal development.We have also made appropriate changes in the Abstract, Results and Discussion sections
of the manuscript to reflect these novel results.Overall the paper provides much-needed high-quality solid anatomical evidence
for dorso-ventral structural maturation occurring in the MEC and PaS, similar to that
seen in the hippocampus. This data should feed into various models of neuronal
spatial representations and presents the possibility that subsets of grid cells may
mature before others so maps could potentially be formed of smaller spaces before
larger ones, and a full complement of grid cells may not be necessary to see
grid-like firing, a hypothesis which is testable and intriguing.We thank the reviewer for the comprehensive summary of our manuscript, which mirrors our
enthusiasm.
Authors: Saikat Ray; Robert Naumann; Andrea Burgalossi; Qiusong Tang; Helene Schmidt; Michael Brecht Journal: Science Date: 2014-01-23 Impact factor: 47.728
Authors: Jason P Brown; Sébastien Couillard-Després; Christiana M Cooper-Kuhn; Jürgen Winkler; Ludwig Aigner; H Georg Kuhn Journal: J Comp Neurol Date: 2003-12-01 Impact factor: 3.215
Authors: Lilliana M Sanchez; Jonathan Goss; Jennifer Wagner; Suzy Davies; Daniel D Savage; Derek A Hamilton; Benjamin J Clark Journal: Behav Brain Res Date: 2018-12-07 Impact factor: 3.332
Authors: Nina Berggaard; Ingvild E Bjerke; Anna E B Paulsen; Linh Hoang; Nan E T Skogaker; Menno P Witter; Johannes J L van der Want Journal: eNeuro Date: 2018-06-26
Authors: Christian Laut Ebbesen; Eric Torsten Reifenstein; Qiusong Tang; Andrea Burgalossi; Saikat Ray; Susanne Schreiber; Richard Kempter; Michael Brecht Journal: Cell Rep Date: 2016-07-14 Impact factor: 9.423