Abstract

Exaggerated synaptic elimination in the prefrontal cortex (PFC) during adolescence has been suggested to contribute to the neuropathological changes of schizophrenia. Recent data indicate that microglia (MG) sculpt synapses during early postnatal development. However, it is not known if MG contribute to the structural maturation of the PFC, which has a protracted postnatal development. We determined if MG are involved in developmentally specific synapse elimination in the PFC, focusing on adolescence. Layer 5 PFC pyramidal cells (PCs) were intracellularly filled with Lucifer Yellow for dendritic spine measurements in postnatal day (P) 24, P30, P35, P39, and P50 rats. In the contralateral PFC we evaluated if MG engulfed presynaptic (glutamatergic) and postsynaptic (dendritic spines) elements. Dendritic spine density increased from P24 to P35, when spine density peaked. There was a significant increase in MG engulfment of spines at P39 relative to earlier ages; this subsided by P50. MG also phagocytosed presynaptic glutamatergic terminals. These data indicate that MG transiently prune synapses of PFC PCs during adolescence, when the symptoms of schizophrenia typically first appear. An increase in MG-mediated synaptic remodeling of PFC PCs may contribute to the structural changes observed in schizophrenia.

Schizophrenia is usually first diagnosed during late adolescence or early adulthood (Häfner et al. 1994). However, in vivo imaging studies of persons at high risk for developing schizophrenia indicate that structural brain changes antedate the first psychotic break (Borgwardt et al. 2008; Fusar-Poli et al. 2012), suggesting that aberrant neurodevelopmental processes contribute to the pathology of schizophrenia. Though several variants of the neurodevelopmental hypothesis of schizophrenia have been advanced (Murray et al. 2017), most hypothesize an insult during the second or third trimester of pregnancy that remains latent until symptoms emerge in adolescence. An early neurodevelopmental hypothesis that is consistent with the neuropathology of schizophrenia was advanced by Feinberg (1982), who posited that schizophrenia results “from a defect of synaptic elimination programmed to occur during adolescence.” This hypothesis was based on the temporal pattern of postnatal development of pyramidal cells (PCs) in the frontal cortex (Huttenlocher 1979), with dendritic spines being added during development, and thereafter supernumerary spines being pruned until the PC achieves its final adult spine density (Rakic et al. 1994).

Among the structural alterations in schizophrenia is a reduction in gray matter volume that prominently affects the frontal lobe (Leung et al. 2011; Fusar-Poli et al. 2012). Despite this change, there is no overall neuronal loss in the cortex (Selemon et al. 1998; Thune et al. 2001). The decrease in cortical volume in the face of a normal complement of neurons led Selemon and Goldman-Rakic (1999) to posit a decrease in cortical neuropil, including axons and dendrites. Consistent with the reduced neuropil hypothesis is a decrease in the density of dendritic spines on PCs in the prefrontal cortex (PFC) (Glausier and Lewis 2013; Moyer et al. 2015). The mechanisms underlying this spine loss are unclear.

The connections between neurons are achieved by dynamic processes that refine and sculpt synapses. During brain development the number of synapses changes in a relatively systematic manner. In early postnatal development exuberant synaptic connections are formed (Innocenti and Price 2005), after which some synapses undergo synaptic pruning while remaining synapses are strengthened and maintained (Katz and Shatz 1996; Hua and Smith 2004). Mounting evidence over the past several years points to the involvement of microglia (MG), the resident immune cells of the central nervous system, in synaptic pruning and remodeling in early postnatal development (Paolicelli et al. 2011; Schafer et al. 2012). Recently, Sekar et al. (2016) reported that variations in complement component 4 (C4), which is critically involved in MG-mediated synaptic pruning (Stephan et al. 2012), strongly increase the risk of developing schizophrenia, consistent with Feinberg’s hypothesis that enhanced synaptic elimination during adolescence underlies the pathological changes of schizophrenia.

Studies of MG-mediated synaptic pruning in rodents have mainly focused on brain areas that mature relatively early in postnatal development, during the first several weeks of life. It is not known if MG sculpt projection neurons in late-maturing structures. Among these sites is the PFC (Huttenlocher and Dabholkar 1997; Tau and Peterson 2010), an area in which synapse number and maturation is not complete until the third decade of life in humans (Petanjek et al. 2011). The PFC is critically involved in cognitive processes that are disrupted in schizophrenia (Berman and Weinberger 1991; Davis et al. 1991; Goldman-Rakic 1999; Lewis and Moghaddam 2006; Keefe and Harvey 2012; Woodward and Heckers 2015). We assessed the role of MG in synaptic remodeling in the PFC, determining if MG engulf both presynaptic and postsynaptic elements during critical periods in postnatal development.

Materials and Methods

Experimental Design

Timed-pregnant Sprague-Dawley dams (Envigo; Indianapolis, IN) were housed on a 12:12 light–dark cycle with food and water freely available. The offspring were weaned on postnatal day (P) 21. Animals were sacrificed at P24, P30, P35, P39, or P50 (± 1 day) by isoflurane overdose and transcardially perfused with 9.25% sucrose followed by 4% paraformaldehyde (PFA) in phosphate-buffered saline (PBS). The brains were removed and bisected along the midline, with the PFC of one hemisphere used for dendritic spine measurements and the other hemisphere used to assess MG engulfment of synaptic elements. All studies were performed in accordance with the National Institutes of Health Guide for Care and Use of Laboratory Animals and the Vanderbilt University Institutional Animal Care and Use Committee.

Intracellular Fills and Spine Measurements

One hemisphere was postfixed in 4% PFA in PBS for 30 min at 4 °C, after which 200 μM coronal sections through the PFC were cut on a vibrating microtome.

In animals in which we assessed spine density (P24 [n = 5; 2 males {m}, 3 females {f}], P30 [n = 8; 4m, 4f], P35 [n = 8; 3 m, 5f], P39 [n = 9; 7m, 2f], and P50 [n = 8; 3m, 5f]), 5 randomly selected PCs in Layer 5 (L5) of the prelimbic cortex (area 32) in the medial PFC were filled intracellularly with 8% Lucifer Yellow (LY; L0259, Sigma; St. Louis, MO), using a constant negative current of 3–5 nA for 8–10 min. Sections were fixed in 4% PFA in PBS overnight at 4 °C, and then mounted and coverslipped using ProLong Antifade (P36970, Thermo-Fisher Scientific Inc.; Waltham, MA) mounting medium.

Dendritic segments were imaged by confocal microscopy (Zeiss LSM 710) under ×63 magnification and a ×3 digital zoom. Images of 3 oblique dendritic segments (located 120–150 μm distal to the soma) emanating from 3 different primary basal dendrites on each LY-filled PC were acquired. Z stacks were deconvolved (Huygen’s Essential, Scientific Volume Imaging; Hilversum, Netherlands) and the projection image of each segment generated. The number of spines/10 μm of dendritic length was determined. The mean spine densities of the 3 distal basal dendritic segments were collapsed to obtain an average distal basal spine density value for each individual PC, and in turn collapsed across the 5 PCs to yield a “per animal” basal dendrite spine density value.

Changes in spine density reflect the sum of spines pruned from the dendrite and any newly generated spines. Mature and young spines have been suggested to have different shapes (shorter, mushroom-shaped and longer, thin spines, respectively). We therefore measured spine length, maximal spine head diameter, and spine head volume at P24 and P39 to determine if there were changes in the distribution of spine type during PFC development. Spine morphology parameters were measured using Imaris (Bitplane USA; Concord, MA) from 2 randomly selected dendritic segments of 5 PCs/animal. Filopodia (spines ≥4.1 μm in length) made up a very small percentage of the total spines (≤0.4%), and were not included in spine morphology analyses.

Immunohistochemistry

One hemisphere was postfixed in 4% PFA in PBS overnight at 4 °C and cryoprotected in 30% sucrose. Sets of coronal sections (42 μm) through the PFC were cut on a sliding microtome.

An immunofluorescent approach was used to assess MG engulfment of dendritic spines and their presynaptic partners. Sections were blocked in Tris-buffered saline (TBS) containing 4% normal horse serum (16050114, Thermo-Fisher Scientific Inc.) and 0.2% Triton X-100 (TBS++) and then incubated for 36–48 h at 4 °C in a cocktail of an antibody directed against the MG marker Iba1 (1:6000; 019-19741, Wako; Richmond, VA) and the postsynaptic (spine) marker PSD-95 (1:1500; MAB1596, Millipore; Burlington, MA). Other sets of sections from the same animals were stained with antibodies directed against Iba1 and the presynaptic glutamatergic protein VGluT1 (1:25; 73-066, clone N28/9, RBID:AB_2187693, UC Davis/NIH NeuroMab Facility; Davis, CA). Sections were then placed in the appropriate fluorescently conjugated secondary antibodies from Jackson ImmunoResearch (1:1200; West Grove, PA). Sections were mounted and coverslipped with ProLong Antifade.

An immunoperoxidase method was used to stain MG for determinations of MG soma area and density. Sections were incubated in methanolic peroxide (10% methanol and 0.6% peroxide in TBS) for 10 min, blocked in TBS++, and incubated in rabbit anti-Iba1 (1:4000) for 18–24 h at room temperature. Sections were then incubated in the biotinylated secondary antibody (1:1000; 711-065-152, Jackson ImmunoResearch), followed by HRP-conjugated streptavidin (1:1600; 016-030-084, Jackson ImmunoResearch). Sections were developed in a 0.05% 3,3′-diaminobenzidine (32750, Sigma; St. Louis, MO) in TBS containing 0.009% hydrogen peroxide. Slide-mounted sections were dehydrated through increasing concentrations of ethanol followed by Histo-Clear (HS-200, National Diagnostics; Atlanta, GA) and coverslipped with DPX (44581, Sigma; St. Louis, MO).

Microglial Measurements

MG Engulfment

Z stacks of 8 randomly selected MG cells per animal in L5 of the prelimbic cortex were obtained using a ×63 objective, with a digital ×3 zoom on a Zeiss LSM 880 confocal microscope. The Z stacks were deconvolved, and the projection images generated (Fig. 1C,D). MG engulfment of synaptic elements was assessed by obtaining the ratio of the area of “yellow” pixels (colocalization of MG and synaptic elements), identified by the overlap of defined threshold ranges for the red and green channels, to the area occupied by the red channel (MG), yielding a “colocalization index.” Orthogonal views of confocal images were used to verify colocalization (Fig. 1B).

(A) Representative projection image of a basal dendritic segment from a L5 PFC PC intracellularly filled with Lucifer Yellow. Scale bar, 5 μm. (B) Orthogonal views showing the microglia and the dendritic spine in the same plane (white arrows) were used to verify colocalization. (C) and (D) Show examples of projection images of microglia with low (P24) and high (P39) levels, respectively, of colocalization (yellow puncta) of Iba1-labeled microglia (red) and PSD-95-ir dendritic spines (green). PSD-95-ir puncta were visible in the soma and in the processes (white arrows). Scale bars, 5 μm.
Figure 1.

(A) Representative projection image of a basal dendritic segment from a L5 PFC PC intracellularly filled with Lucifer Yellow. Scale bar, 5 μm. (B) Orthogonal views showing the microglia and the dendritic spine in the same plane (white arrows) were used to verify colocalization. (C) and (D) Show examples of projection images of microglia with low (P24) and high (P39) levels, respectively, of colocalization (yellow puncta) of Iba1-labeled microglia (red) and PSD-95-ir dendritic spines (green). PSD-95-ir puncta were visible in the soma and in the processes (white arrows). Scale bars, 5 μm.

MG Density and Soma Area

Three 15,500 μm2 images of L5 of the prelimbic cortex from rats at P24, P35, P39, and P50 were captured using a Nikon Eclipse Ni-U microscope under a ×40 objective with a ×1.5 digital magnification. MG soma area was determined by measuring the area of 3 microglial cells from each of the images captured, for a total of 9 MG/animal. In addition, the density of MG was determined in each of the 3 images. Soma area and density values were averaged to yield a “per animal” value for each measure.

Data Analysis

All studies were conducted under blind conditions, from acquisition of microscopic images to statistical analysis; all data were coded and maintained by a person not affiliated with the study. Spine density, MG density, and MG soma area were analyzed by one-way ANOVAs, and Bonferroni post hoc tests were used to define significant differences. Frequency distributions of spine length, spine head diameter, and spine head volume were compared using the Kolmogorov–Smirnov test. Measures of MG engulfment of postsynaptic dendritic spines and presynaptic glutamatergic terminals were analyzed with the Kruskal–Wallis nonparametric ANOVA followed by Dunn’s multiple comparison test.

Results

Spine Density and Morphology Changes in the PFC Through Development

An ANOVA uncovered an overall age effect in L5 PFC PC spine density (F[4,32] = 5.85, P = 0.0012; Fig. 2). Bonferroni post hoc tests revealed that spine density was significantly increased at all ages at or after P35 relative to P24. Because we used both male and female animals, we also examined if there was a sex difference in spine density at various ages. Although the overall trend appeared grossly similar in males and females, with spine density changing in parallel across the sexes, no significant effects were uncovered; the study was underpowered to detect a sex difference.

Comparison of the frequency distributions of spine length at P24 and P39 showed that spine length distribution was shifted to the left at P39 relative to P24 (D = 0.1686, P ≤ 0.0001), that is, dendritic spines on PFC PCs of adolescent rats were shorter than those on PCs from preadolescent animals (Fig. 3A). The frequency distributions of spine head diameter (D = 0.0953, P ≤ 0.01; Fig. 3B) and spine head volume (D = 0.1134, P = 0.0001; Fig. 3C) were both significantly shifted to the right at P39 compared with P24, that is, the spine heads were larger in the adolescent rats.

Spine density changes in L5 prefrontal cortical pyramidal cells as a function of age. Mean (±SEM) basal spine density differed significantly as a function of age. Spine density peaked at P35, and remained significantly higher than P24 at all ages thereafter. *P ≤ 0.01.
Figure 2.

Spine density changes in L5 prefrontal cortical pyramidal cells as a function of age. Mean (±SEM) basal spine density differed significantly as a function of age. Spine density peaked at P35, and remained significantly higher than P24 at all ages thereafter. *P ≤ 0.01.

Dendritic spine morphology in prefrontal cortical L5 pyramidal cells across development. The frequency distributions of (A) spine length, (B) maximal spine head diameter, and (C) spine head volume were compared at P24, when microglial engulfment of spines was low, and P39, the age at which microglial engulfment of spines was high. The distribution of spine length at P39 was significantly different from that at P24, and was shifted to the left, indicating that spine length was shorter at P39. The frequency distributions of spine head diameter and volume were shifted to the right, signifying that shorter spines that have larger heads are more numerous at P39. *P ≤ 0.01; **P ≤ 0.0001.
Figure 3.

Dendritic spine morphology in prefrontal cortical L5 pyramidal cells across development. The frequency distributions of (A) spine length, (B) maximal spine head diameter, and (C) spine head volume were compared at P24, when microglial engulfment of spines was low, and P39, the age at which microglial engulfment of spines was high. The distribution of spine length at P39 was significantly different from that at P24, and was shifted to the left, indicating that spine length was shorter at P39. The frequency distributions of spine head diameter and volume were shifted to the right, signifying that shorter spines that have larger heads are more numerous at P39. *P ≤ 0.01; **P ≤ 0.0001.

MG Soma Area and Density

An ANOVA uncovered age-dependent significant differences in soma area (F[3,19] = 4.273, P = 0.0182; Fig. 4A). Post hoc tests revealed a single significant difference, with larger mean MG soma area at P50 than P39 (P ≤ 0.05). MG density did not differ across age (F[3,18] = 0.839, NS; Fig. 4B).

Microglia soma size and density in the prefrontal cortex through adolescence. (A) The mean (± SEM) area of PFC microglial somata at P39 was significantly less than at P50. *P ≤ 0.05. (B) Microglial density was unchanged across development.
Figure 4.

Microglia soma size and density in the prefrontal cortex through adolescence. (A) The mean (± SEM) area of PFC microglial somata at P39 was significantly less than at P50. *P ≤ 0.05. (B) Microglial density was unchanged across development.

Microglial Engulfment of Dendritic Spines

A Kruskal–Wallis nonparametric ANOVA uncovered a significant age difference in MG engulfment of dendritic spines (H = 36.9, P ≤ 0.0001; Fig. 5). Post hoc tests showed a significant increase in MG phagocytosis of spines at P39 relative to P24 (P ≤ 0.05), which subsided by and was reversed at P50 compared with both P24 (P ≤ 0.01) and P39 (P ≤ 0.0001).

Microglial engulfment of dendritic spines during development in the prefrontal cortex. A sharp increase in microglial phagocytosis of dendritic spines was observed at P39 relative to earlier time points. By P50 microglial engulfment had subsided and was significantly lower than observed at P24. *P ≤ 0.05; **P ≤ 0.0001.
Figure 5.

Microglial engulfment of dendritic spines during development in the prefrontal cortex. A sharp increase in microglial phagocytosis of dendritic spines was observed at P39 relative to earlier time points. By P50 microglial engulfment had subsided and was significantly lower than observed at P24. *P ≤ 0.05; **P ≤ 0.0001.

Microglial Engulfment of Presynaptic Elements

The nonparametric ANOVA showed an overall age effect on MG phagocytosis of presynaptic glutamatergic elements in the PFC (H = 30.1, P ≤ 0.0001; Fig. 6). Post hoc tests found an increase in MG engulfment of VGluT1-immunoreactive (ir) glutamatergic terminals at both P39 (P ≤ 0.05) and P50 (P ≤ 0.0001) relative to P24.

Microglia engulf excitatory presynaptic elements in the prefrontal cortex during adolescence. The engulfment of glutamatergic (VGluT1-ir) presynaptic elements by microglia was significantly increased at both P39 and P50 relative to P24. *P ≤ 0.05; **P ≤ 0.0001.
Figure 6.

Microglia engulf excitatory presynaptic elements in the prefrontal cortex during adolescence. The engulfment of glutamatergic (VGluT1-ir) presynaptic elements by microglia was significantly increased at both P39 and P50 relative to P24. *P ≤ 0.05; **P ≤ 0.0001.

Discussion

We found that MG age-dependently phagocytose both presynaptic and postsynaptic elements of excitatory synapses on L5 PFC PCs. MG actively engulf dendritic spines of PFC PCs shortly after peak spine density is reached. Similarly, MG phagocytose presynaptic excitatory terminals. Exaggerated pruning of synapses during adolescence has been posited to be a central pathophysiological feature of schizophrenia (Feinberg 1982), contributing to the reduction in spine density reported in postmortem studies (Glausier and Lewis 2013; Moyer et al. 2015) and the resultant cognitive disturbances in schizophrenia. Our data suggest that MG are an effector of excessive PC synaptic pruning during adolescence in schizophrenia.

Dendritic Spine Density During Postnatal Development

We found that L5 PCs in the prelimbic cortex reached peak spine density at P35; there was no decrease in spine density over the next 2 weeks. Although the same temporal pattern was seen in male and female subjects, when analyzing the data with sex as a factor in the ANOVA, our study was underpowered to detect a significant effect. The current data warrant a focused investigation to determine if there are significant differences between males and females.

Surprisingly, there have been few previous studies of the ontogeny of dendritic spines on PFC PCs. Consistent with our observations, Koss et al. (2014), using Golgi impregnation, reported that basal spine density on L5 PCs of the rat PFC increase from P20 to P35. Markham et al. (2013), studying L3 PCs in the rat prelimbic cortex, found that basal and apical spine density increased from P20 to P30, and decreased from P30 to P56 in the basilar tree of female but not male rats. Examination of synapse number in the PFC of rats revealed a similar pattern, with females but not males showing an increase from P25 to P35, and a decrease from P35 to P45 (Drzewiecki et al. 2016). Gourley et al. (2012), using mice in which GFP was expressed in PCs under a Thy1 promoter, concluded that spine density in the orbitofrontal cortex peaked at P31 and declined by P56-60. A decrease in apical dendritic spine density of L5 PFC PCs between P31 and P42 has also recently been reported (Shapiro et al. 2017).

Our data and these reports agree that spine density on frontal cortical PCs peaks between P30 and P35, but the results of the studies on subsequent changes in spine density somewhat differ. We did not observe a decrease in spine density at the latest point in our study. In contrast, earlier studies reporting a decrease in spine density were performed in animals 56 days of age or older (Markham and Juraska 2002; Gourley et al. 2012; Markham et al. 2013; Koss et al. 2014), except for Shapiro et al. (2017), which monitored spine density in the apical dendrites. While a number of the factors discussed above probably contribute to this, the most likely explanation is simply that the rats in our oldest group of animals were sacrificed at 50 days of age.

The lack of consistency across studies is not surprising because PC dendritic spine density varies across brain regions and laminar position, and is also influenced by technical factors, such as the methods used to reveal and analyze spines (Wang et al. 2006; Hattox and Nelson 2007; Van Aerde and Feldmeyer 2015). We examined PCs in L5 of the prelimbic PFC for several reasons: (1) the prelimbic PFC has been suggested to be homologous to the dorsolateral PFC of primates, including humans (see Uylings et al. 2003; however, also see Preuss 1995); (2) L5 of the prelimbic cortex in the rat contains the highest density of dopaminergic terminals in the medial PFC (Descarries et al. 1987; Van Eden et al. 1987); and (3) dopamine depletion of the PFC induces dendritic spine loss in L5 but not L2/3 PCs in the prelimbic cortex (Wang and Deutch 2008).

Exogenous factors, such as housing conditions and other environmental conditions, can also influence spine density (Rosenzweig 2003). Because of the large number of endogenous and exogenous factors that can modify spine density and morphology, it is necessary that each study attempting to relate developmental changes in spine density or other dendritic parameters define the ontogeny of dendritic changes experimentally, rather than rely on published data.

Dendritic spines have been categorized into several different classes based on morphological features (Jones and Powell 1969; Peters and Kaiserman-Abramof 1970). This spurred attempts to relate different morphological types of spines to different functions, although measures of spine structure occur along a continuum and do not map as non-overlapping distributions (Arellano 2007). We examined spine morphology, including spine length, maximal spine head diameter, and spine head volume, as a proxy for spine maturity. Our data indicate that the overall distribution of spine length is shifted to the left and the distributions of spine head diameter and spine head volume are shifted to the right. In other words, spines at P39 relative to P24 are shorter and have larger heads, and thus are presumably more representative of stable, mushroom-shaped spines, suggesting that MG preferentially target longer, immature spines for elimination. This suggestion is consistent with a large body of data indicating that spine maturation and stability is activity dependent, operating under a use-it-or-lose it rule (Zuo et al. 2005; Holtmaat and Svoboda 2009; Xu et al. 2009).

Most studies of dendritic maturation on PFC PCs lack the temporal resolution necessary to discern structural changes during the periadolescent and adolescent period, when PFC neurons undergo relatively rapid changes in morphology and function during adolescence. We examined spines at a number of different ages through this period. Nonetheless, our data represent static snapshots of dendritic trees over this period of active change, including both pruning of spines and the potential contribution of spinogenesis. Longitudinal multiphoton microscopy studies in cortical window preparations will be required to unravel the relative contribution of spinogenesis and spine pruning during periadolescence and adolescence.

There is no universally accepted definition of adolescence in rodents or humans. The periadolescent period in rats has been defined by Spear and Brake (1983) as the time between the onset of diurnal gonadotropin cycling (~P28) and the age at which reproductive capacity is achieved (~P38–P42). A variety of data suggest that adolescence then extends until ~P50. For example, based on recordings of PFC interneurons, Tseng and O’Donnell (2007) suggest that the physiological transition from adolescence to young adulthood in the PFC occurs at ~P50. Consistent with this suggestion, dopamine D1 and D2 receptor binding in the rat PFC peaks at P40 and declines significantly by P60 (Andersen et al. 2000). Moreover, the dopamine innervation of the rat PFC doesn’t achieve its stable adult density until ~P60 (Kalsbeek et al. 1988). These considerations collectively lead us to refer to the period between P35 and P50 as adolescence.

Microglial Pruning of Dendritic Spines

Over the past several years there has been a major reconsideration of the role of MG in shaping the mature architecture of neurons in cortical and subcortical sites. Most of these studies of MG engulfment of synapses during postnatal development have focused on brain regions that mature relatively early in postnatal life (Paolicelli et al. 2011; Schafer et al. 2012). We are not aware of previous studies of developmentally mediated MG engulfment in the PFC, a late-maturing structure (Petanjek et al. 2011).

We found a sharp increase in MG engulfment of (PSD-95-ir) dendritic spines in P39 rats, shortly after peak spine density was achieved. PSD-95 is a well-validated marker of dendritic spines that is localized to the postjunctional spine head (Hunt et al. 1996; Harris and Weinberg 2012).

PSD-95-ir puncta were not present in all MG analyzed in the PFC of P39 animals. In some cases puncta were seen throughout the soma and processes of MG cells, but in other MG no PSD-95 spine head particles were observed; this suggests that MG are functionally heterogeneous. Lawson et al. (1990) noted subtle differences in the distribution of MG across brain regions, suggesting different populations of MG. Recently, De Biase et al. (2017) reported that local cues determine divergent structural and functional properties of MG. It is not clear if these local cues include eat-me and find-me signals (and their negative counterparts), as described in apoptotic cells (Hochreiter-Hufford and Ravichandran 2013).

Classically, highly ramified MG with extensively branched processes and smaller somata are thought to surveil the neuropil for injury or pathogens. Conversely, MG with large soma and little to no branching are thought to be in an activated state (Hanisch and Kettenmann 2007; Ransohoff and Perry 2009). However, we did not detect a significant change in MG soma area except at P50 relative to earlier (P39) ages. Because MG soma area at P39 was not increased relative to earlier time points, yet there was extensive MG engulfment of dendritic spines at this age, there is seemingly no consistent relationship between this measure of MG activation and synapse pruning. Moreover, we observed that many MG that engulfed synaptic elements had extensively branched processes, consistent with the findings of Sierra et al. (2010) and Schafer et al. (2012). These data suggest that the functional processes MG use to find and engulf synapses during normal (physiological) development may differ from those used by MG in the removal of pathological (nonphysiological) debris.

We have interpreted the presence of PSD-95 puncta in MG as a consequence of active phagocytosis of spiny protuberances attached to the dendritic shaft. It is possible that MG instead phagocytose synaptic compartments, such as spines, that have already been severed from the dendrites. Lending support for the possibility that MG strip spines and other synaptic material from dendrites or presynaptic axons themselves are in vivo and light and electron microscopic studies that have shown direct contact between MG and both presynaptic and postsynaptic elements (Wake et al. 2009; Tremblay et al. 2010). MG have been shown to contain phagocytic structures under normal conditions, with smaller dendritic spines being more frequently contacted by MG (Tremblay et al. 2010). Furthermore, CX3CR1 knockout mice exhibit a transient increase in spine density during the second and third postnatal weeks (Paolicelli et al. 2011). These data suggest that MG remove spines and presynaptic boutons from their structural foundations (dendritic shafts and presynaptic axons).

Microglial Pruning of Presynaptic Glutamatergic Elements

Microglial engulfment of glutamatergic presynaptic elements, as marked by VGluT1-ir, was increased at P39, when MG phagocytosis of spines occurred, and at P50, when spine pruning by MG had ceased. This is consistent with MG developmentally pruning both presynaptic and postsynaptic elements of axodendritic PC synapses, as has been reported in the hippocampus (Paolicelli et al. 2011). The observation that MG engulfment of presynaptic elements began at the same time as MG engulfment of spines but persisted until spine pruning had ceased agrees with the model of synapse development in which spine growth precedes synapse formation (Miller and Peters 1981; Yuste and Bonhoeffer 2004; Knott et al. 2006).

Because most axons that synapse onto dendrites are glutamatergic, we used VGluT1 to mark the presynaptic glutamatergic element. Postmortem studies of vesicular glutamatergic transporter levels in schizophrenia have yielded mixed results. In part this appears to reflect differences in the transporter examined. Several studies have reported decreased levels of VGluT1 in samples from patients with schizophrenia (Eastwood and Harrison 2005; Oni-Orisan et al. 2008; Bitanihirwe et al. 2009), but 2 different studies measuring cortical VGluT2 reported unchanged levels of the transporter (Oni-Orisan et al. 2008; Shan et al. 2013). Because VGluT1-ir axon terminals predominantly are expressed on cortical neurons, with VGluT2-ir localized to the axons of subcortical neurons (Fremeau et al. 2001; Kaneko and Fujiyama 2002), it will be of interest to determine if there is selective MG pruning of synapses of specific cortical circuits.

Relation to Schizophrenia

Structural and functional alterations in the PFC are suggested to explain the cognitive deficits seen in the illness (Sawaguchi and Goldman-Rakic 1994; Yamamuro et al. 1994; Goldman-Rakic 1995; Lewis and Moghaddam 2006). The loss of dendritic spines on PFC PCs is among the most replicated postmortem finding in schizophrenia (Glausier and Lewis 2013; Moyer et al. 2015). Because cortical volume loss, which is not attributable to a decrease in neurons (Selemon and Goldman-Rakic 1999), may presage the diagnosis of schizophrenia (Borgwardt et al. 2008; Fusar-Poli et al. 2012) and is present at the time of the first psychotic episode (Borgwardt et al. 2008; Leung et al. 2011), some event involving the neuropil that occurs prior to diagnosis is thought to be a primary factor in the pathogenesis of schizophrenia.

Feinberg (1982) proposed that schizophrenia may be the result of a disturbance in synaptic elimination that occurs in adolescence. This hypothesis has long intrigued investigators, but the mechanism that accounted for excess spine pruning during adolescence remained unknown. A variety of recent data have pointed to changes in immune function as being involved. Genome-wide association studies of schizophrenia have consistently observed an association of genes in the major histocompatibility locus and schizophrenia (Schizophrenia Working Group of the Psychiatric Genomics Consortium 2014). Recent data have specifically pointed to genetic variation in C4 (Sekar et al. 2016), a critical component in the complement cascade which mediates MG pruning (Stephan et al. 2012).

Postmortem studies of the number of MG in schizophrenia have produced mixed results. Both increases in PFC MG density (Radewicz et al. 2000; Fillman et al. 2013) and no change in PFC MG density (Steiner et al. 2006, 2008; Hercher et al. 2014) have been reported. However, these studies used different markers to define and visualize MG, different methods to count MG, and there were differences across patient characteristics, such as medication status and agonal state. Moreover, the samples were obtained in most cases from subjects who died long after adolescence.

Positron emission tomography studies using radioligands for the translocator protein (TSPO), which was advanced as a selective radioligand for activated MG (Banati 2002), have also led to conflicting data. Some studies report no alterations in TSPO binding potential in the brain in populations at various stages in the illness (Takano et al. 2010; Coughlin et al. 2016; van der Doef et al. 2016; Di Biase et al. 2017; Hafizi et al. 2017), with other groups reporting increases in TSPO binding potential (van Berckel et al. 2008; Doorduin et al. 2009; Bloomfield et al. 2016). Unfortunately, TSPO is not a selective marker for MG, but also binds to astrocytes and endothelial cells (Cosenza-Nashat et al. 2009; Lavisse et al. 2012; Notter et al. 2018), and perhaps neurons as well (Varga et al. 2009). Moreover, TSPO protein expression increases in rodent-derived MG, but not in human primary MG, in response to a proinflammatory challenge (Owen et al. 2017). Together these considerations render interpretation of TSPO imaging data suspect (O’Donnell 2017).

We focused our attention on determining the role of MG in synaptic pruning during development. However, the synaptic stripping that accompanies postnatal maturation of the cortex may not be solely attributable to microglia. Although it has been known for over a century that there is not an overt astrocytosis in schizophrenia (Falkai et al. 1999; Garey 2010), it is possible that astrocytic function is altered in psychosis. Astrocytes may contribute to synapse elimination both directly (via recognition of an “eat-me” signal and subsequent phagocytosis of synaptic elements) and indirectly (by inducing the deposition of complement proteins at synapses, which are then recognized and eliminated by MG) (Chung et al. 2015). In addition, both autophagy (Tang et al. 2014) and spine retraction (Woods et al. 2011) may contribute to synapse elimination. Future studies will be required to determine if astrocytes contribute to PFC PC spine pruning across development, and to assess autophagic processes during these periods.

In summary, our data suggest that MG may be an effector of the excess synaptic pruning during adolescence in schizophrenia postulated by Feinberg (1982). Similar MG involvement at other postnatal ages could contribute to the “spinopathies” of autism spectrum disorder and even Parkinson’s disease (Penzes et al. 2011). Understanding the processes subserving synaptic remodeling, including dendritic spine loss, may lead to the development of new MG-based pharmacotherapies to mitigate structural and functional cortical changes in schizophrenia.

Funding

National Institute of Mental Health (MH077298). We are indebted to Tuula Ritakari for contributions to pilot studies, Jaya Krishnan for data analysis, Dr Brad A. Grueter and Monika J.M. Murphy for invaluable discussions, and Drs Roger J. Colbran, Terunaga Nakagawa, and Sachin Patel for helpful suggestions. This work was supported by MH077298 (AYD) from the National Institute of Mental Health and in part by National Institute of Child Health and Development (Grant P30HD15052) to the Vanderbilt Kennedy Center for Research on Human Development. Experiments were performed in part through the use of the Vanderbilt Cell Imaging Shared Resource (supported by NIH grants National Cancer Institute (CA68485), National Institute of Diabetes and Digestive and Kidney Diseases (DK20593, DK58404, DK59637), and National Eye Institute (EY08126)).

Notes

The content of the article is solely the responsibility of the authors and does not necessarily represent the official views of NIMH, NICHD, or the NIH. Conflict of interest: The authors have no conflict of interest to declare.

References

Andersen
SL
,
Thompson
AT
,
Rutstein
M
,
Hostetter
JC
,
Teicher
MH
.
2000
.
Dopamine receptor pruning in prefrontal cortex during the periadolescent period in rats
.
Synapse
.
37
:
167
169
.

Arellano
JI
.
2007
.
Ultrastructure of dendritic spines: correlation between synaptic and spine morphologies
.
Front Neurosci
.
1
:
131
143
.

Banati
RB
.
2002
.
Visualising microglial activation in vivo
.
Glia
.
40
:
206
217
.

Berman
KF
,
Weinberger
DR
.
1991
.
The prefrontal cortex in schizophrenia and other neuropsychiatric diseases: in vivo physiological correlates of cognitive deficits
.
Prog Brain Res
.
85
:
521
537
.

Bitanihirwe
B
,
Lim
M
,
Kelley
J
,
Kaneko
T
,
Woo
T
.
2009
.
Glutamatergic deficits and parvalbumin-containing inhibitory neurons in the prefrontal cortex in schizophrenia
.
BMC Psychiatry
.
9
:
71
.

Bloomfield
PS
,
Selvaraj
S
,
Veronese
M
,
Rizzo
G
,
Bertoldo
A
,
Owen
DR
,
Bloomfield
MAP
,
Bonoldi
I
,
Kalk
N
,
Turkheimer
F
, et al.
2016
.
Microglial activity in people at ultra high risk of psychosis and in schizophrenia: an [11C]PBR28 PET brain imaging study
.
Am J Psychiatry
.
173
:
44
52
.

Borgwardt
SJ
,
McGuire
PK
,
Aston
J
,
Gschwandtner
U
,
Pflüger
MO
,
Stieglitz
RD
,
Radue
EW
,
Riecher-Rössler
A
.
2008
.
Reductions in frontal, temporal and parietal volume associated with the onset of psychosis
.
Schizophr Res
.
106
:
108
114
.

Chung
WS
,
Allen
NJ
,
Eroglu
C
.
2015
.
Astrocytes control synapse formation, function, and elimination
.
Cold Spring Harb Perspect Biol
.
7
:
a020370
.

Cosenza-Nashat
M
,
Zhao
ML
,
Suh
HS
,
Morgan
J
,
Natividad
R
,
Morgello
S
,
Lee
SC
.
2009
.
Expression of the translocator protein of 18 kDa by microglia, macrophages and astrocytes based on immunohistochemical localization in abnormal human brain
.
Neuropathol Appl Neurobiol
.
35
:
306
328
.

Coughlin
JM
,
Wang
Y
,
Ambinder
EB
,
Ward
RE
,
Minn
I
,
Vranesic
M
,
Kim
PK
,
Ford
CN
,
Higgs
C
,
Hayes
LN
, et al.
2016
.
In vivo markers of inflammatory response in recent-onset schizophrenia: a combined study using [11C]DPA-713 PET and analysis of CSF and plasma
.
Transl Psychiatry
.
6
:
e777
.

Davis
KL
,
Kahn
RS
,
Ko
G
,
Davidson
M
,
Davis
L
,
Kahn
S
.
1991
.
Dopamine in schizophrenia: a review and reconceptualization
.
Am J Psychiatry
.
148
:
1474
1486
.

De Biase
LM
,
Schuebel
KE
,
Fusfeld
ZH
,
Jair
K
,
Hawes
IA
,
Cimbro
R
,
Zhang
H-Y
,
Liu
Q-R
,
Shen
H
,
Xi
Z-X
, et al.
2017
.
Local cues establish and maintain region-specific phenotypes of basal ganglia microglia
.
Neuron
.
95
:
341
356.e6
.

Descarries
L
,
Lemay
B
,
Doucet
G
,
Berger
B
.
1987
.
Regional and laminar density of the dopamine innervation in adult rat cerebral cortex
.
Neuroscience
.
21
:
807
824
.

Di Biase
MA
,
Zalesky
A
,
O’keefe
G
,
Laskaris
L
,
Baune
BT
,
Weickert
CS
,
Olver
J
,
McGorry
PD
,
Amminger
GP
,
Nelson
B
, et al.
2017
.
PET imaging of putative microglial activation in individuals at ultra-high risk for psychosis, recently diagnosed and chronically ill with schizophrenia
.
Transl Psychiatry
.
7
:
e1225
.

Doorduin
J
,
de Vries
EF
,
Willemsen
AT
,
de Groot
JC
,
Dierckx
RA
,
Klein
HC
.
2009
.
Neuroinflammation in schizophrenia-related psychosis: a PET study
.
J Nucl Med
.
50
:
1801
1807
.

Drzewiecki
CM
,
Willing
J
,
Juraska
JM
.
2016
.
Synaptic number changes in the medial prefrontal cortex across adolescence in male and female rats: a role for pubertal onset
.
Synapse
.
70
:
361
368
.

Eastwood
SL
,
Harrison
PJ
.
2005
.
Decreased expression of vesicular glutamate transporter 1 and complexin II mRNAs in schizophrenia: further evidence for a synaptic pathology affecting glutamate neurons
.
Schizophr Res
.
73
:
159
172
.

Falkai
P
,
Honer
WG
,
David
S
,
Bogerts
B
,
Majtenyi
C
,
Bayer
TA
.
1999
.
No evidence for astrogliosis in brains of schizophrenic patients. A post-mortem study
.
Neuropathol Appl Neurobiol
.
25
:
48
53
.

Feinberg
I
.
1982
.
Schizophrenia: caused by a fault in programmed synaptic elimination during adolescence?
J Psychiatr Res
.
17
:
319
334
.

Fillman
SG
,
Cloonan
N
,
Catts
VS
,
Miller
LC
,
Wong
J
,
McCrossin
T
,
Cairns
M
,
Weickert
CS
.
2013
.
Increased inflammatory markers identified in the dorsolateral prefrontal cortex of individuals with schizophrenia
.
Mol Psychiatry
.
18
:
206
214
.

Fremeau
RT
,
Troyer
MD
,
Pahner
I
,
Nygaard
GO
,
Tran
CH
,
Reimer
RJ
,
Bellocchio
EE
,
Fortin
D
,
Storm-Mathisen
J
,
Edwards
RH
.
2001
.
The expression of vesicular glutamate transporters defines two classes of excitatory synapse
.
Neuron
.
31
:
247
260
.

Fusar-Poli
P
,
Radua
J
,
McGuire
P
,
Borgwardt
S
.
2012
.
Neuroanatomical maps of psychosis onset: voxel-wise meta-analysis of antipsychotic-naive VBM studies
.
Schizophr Bull
.
38
:
1297
1307
.

Garey
L
.
2010
.
When cortical development goes wrong: schizophrenia as a neurodevelopmental disease of microcircuits
.
J Anat
.
217
:
324
333
.

Glausier
JR
,
Lewis
DA
.
2013
.
Dendritic spine pathology in schizophrenia
.
Neuroscience
.
251
:
90
107
.

Goldman-Rakic
PS
.
1995
.
Cellular basis of working memory
.
Neuron
.
14
:
477
485
.

Goldman-Rakic
PS
.
1999
.
The physiological approach: functional architecture of working memory and disordered cognition in schizophrenia
.
Biol Psychiatry
.
46
:
650
661
.

Gourley
SL
,
Olevska
A
,
Warren
MS
,
Taylor
JR
,
Koleske
AJ
.
2012
.
Arg kinase regulates prefrontal dendritic spine refinement and cocaine-induced plasticity
.
J Neurosci
.
32
:
2314
2323
.

Hafizi
S
,
Tseng
HH
,
Rao
N
,
Selvanathan
T
,
Kenk
M
,
Bazinet
RP
,
Suridjan
I
,
Wilson
AA
,
Meyer
JH
,
Remington
G
, et al.
2017
.
Imaging microglial activation in untreated first-episode psychosis: a PET study with [18F]FEPPA
.
Am J Psychiatry
.
174
:
118
124
.

Hanisch
UK
,
Kettenmann
H
.
2007
.
Microglia: active sensor and versatile effector cells in the normal and pathologic brain
.
Nat Neurosci
.
10
:
1387
1394
.

Harris
KM
,
Weinberg
RJ
.
2012
.
Ultrastructure of synapses in the mammalian brain
.
Cold Spring Harb Perspect Biol
.
4
:
a005587
.

Hattox
AM
,
Nelson
SB
.
2007
.
Layer V neurons in mouse cortex projecting to different targets have distinct physiological properties
.
J Neurophysiol
.
98
:
3330
3340
.

Hercher
C
,
Chopra
V
,
Beasley
CL
.
2014
.
Evidence for morphological alterations in prefrontal white matter glia in schizophrenia and bipolar disorder
.
J Psychiatry Neurosci
.
39
:
376
385
.

Hochreiter-Hufford
A
,
Ravichandran
KS
.
2013
.
Clearing the dead: apoptotic cell sensing, recognition, engulfment, and digestion
.
Cold Spring Harb Perspect Biol
.
5
:
a008748
.

Holtmaat
A
,
Svoboda
K
.
2009
.
Experience-dependent structural synaptic plasticity in the mammalian brain
.
Nat Rev Neurosci
.
10
:
647
658
.

Hua
JY
,
Smith
SJ
.
2004
.
Neural activity and the dynamics of central nervous system development
.
Nat Neurosci
.
7
:
327
332
.

Hunt
CA
,
Schenker
LJ
,
Kennedy
MB
.
1996
.
PSD-95 is associated with the postsynaptic density and not with the presynaptic membrane at forebrain synapses
.
J Neurosci
.
16
:
1380
1388
.

Huttenlocher
PR
.
1979
.
Synaptic density in human frontal cortex—developmental changes and effects of aging
.
Brain Res
.
163
:
195
205
.

Huttenlocher
PR
,
Dabholkar
AS
.
1997
.
Regional differences in synaptogenesis in human cerebral cortex
.
J Comp Neurol
.
387
:
167
178
.

Häfner
H
,
Maurer
K
,
Löffler
W
,
Fätkenheuer
B
,
An der Heiden
W
,
Riecher-Rössler
A
,
Behrens
S
,
Gattaz
WF
.
1994
.
The epidemiology of early schizophrenia. Influence of age and gender on onset and early course
.
Br J Psychiatry
.
164
:
29
38
.

Innocenti
GM
,
Price
DJ
.
2005
.
Exuberance in the development of cortical networks
.
Nat Rev Neurosci
.
6
:
955
965
.

Jones
EG
,
Powell
TPS
.
1969
.
Morphological variations in the dendritic spines of the neocortex
.
J Cell Sci
.
5
:
509
529
.

Kalsbeek
A
,
Voorn
P
,
Buijs
RM
,
Pool
CW
,
Uylings
HBM
.
1988
.
Development of the dopaminergic innervation in the prefrontal cortex of the rat
.
J Comp Neurol
.
269
:
58
72
.

Kaneko
T
,
Fujiyama
F
.
2002
.
Complementary distribution of vesicular glutamate transporters in the central nervous system
.
Neurosci Res
.
42
:
243
250
.

Katz
LC
,
Shatz
CJ
.
1996
.
Synaptic activity and the construction of cortical circuits
.
Science
.
274
:
1133
1138
.

Keefe
RSE
,
Harvey
PD
.
2012
.
Cognitive impairment in schizophrenia
.
Handb Exp Pharmacol
.
213
:
11
37
.

Knott
GW
,
Holtmaat
A
,
Wilbrecht
L
,
Welker
E
,
Svoboda
K
.
2006
.
Spine growth precedes synapse formation in the adult neocortex in vivo
.
Nat Neurosci
.
9
:
1117
1124
.

Koss
WA
,
Belden
CE
,
Hristov
AD
,
Juraska
JM
.
2014
.
Dendritic remodeling in the adolescent medial prefrontal cortex and the basolateral amygdala of male and female rats
.
Synapse
.
68
:
61
72
.

Lavisse
S
,
Guillermier
M
,
Herard
A-S
,
Petit
F
,
Delahaye
M
,
Van Camp
N
,
Ben Haim
L
,
Lebon
V
,
Remy
P
,
Dolle
F
, et al.
2012
.
Reactive astrocytes overexpress TSPO and are detected by TSPO positron emission tomography imaging
.
J Neurosci
.
32
:
10809
10818
.

Lawson
LJ
,
Perry
VH
,
Dri
P
,
Gordon
S
.
1990
.
Heterogeneity in the distribution and morphology of microglia in the normal adult mouse brain
.
Neuroscience
.
39
:
151
170
.

Leung
M
,
Cheung
C
,
Yu
K
,
Yip
B
,
Sham
P
,
Li
Q
,
Chua
S
,
McAlonan
G
.
2011
.
Gray matter in first-episode schizophrenia before and after antipsychotic drug treatment. Anatomical likelihood estimation meta-analyses with sample size weighting
.
Schizophr Bull
.
37
:
199
211
.

Lewis
DA
,
Moghaddam
B
.
2006
.
Cognitive dysfunction in schizophrenia: convergence of gamma-aminobutyric acid and glutamate alterations
.
Arch Neurol
.
63
:
1372
1376
.

Markham
JA
,
Juraska
JM
.
2002
.
Aging and sex influence the anatomy of the rat anterior cingulate cortex
.
Neurobiol Aging
.
23
:
579
588
.

Markham
JA
,
Mullins
SE
,
Koenig
JI
.
2013
.
Periadolescent maturation of the prefrontal cortex is sex-specific and is disrupted by prenatal stress
.
J Comp Neurol
.
521
:
1828
1843
.

Miller
M
,
Peters
A
.
1981
.
Maturation of rat visual cortex. II. A combined Golgi‐electron microscope study of pyramidal neurons
.
J Comp Neurol
.
203
:
555
573
.

Moyer
CE
,
Shelton
MA
,
Sweet
RA
.
2015
.
Dendritic spine alterations in schizophrenia
.
Neurosci Lett
.
601
:
46
53
.

Murray
RM
,
Bhavsar
V
,
Tripoli
G
,
Howes
O
.
2017
.
30 Years on: how the neurodevelopmental hypothesis of schizophrenia morphed into the developmental risk factor model of psychosis
.
Schizophr Bull
.
43
:
1190
1196
.

Notter
T
,
Coughlin
JM
,
Gschwind
T
,
Weber-Stadlbauer
U
,
Wang
Y
,
Kassiou
M
,
Vernon
AC
,
Benke
D
,
Pomper
MG
,
Sawa
A
, et al.
2018
.
Translational evaluation of translocator protein as a marker of neuroinflammation in schizophrenia
.
Mol Psychiatry
.
23
:
323
334
.

Oni-Orisan
A
,
Kristiansen
LV
,
Haroutunian
V
,
Meador-Woodruff
JH
,
McCullumsmith
RE
.
2008
.
Altered vesicular glutamate transporter expression in the anterior cingulate cortex in schizophrenia
.
Biol Psychiatry
.
63
:
766
775
.

Owen
DR
,
Narayan
N
,
Wells
L
,
Healy
L
,
Smyth
E
,
Rabiner
EA
,
Galloway
D
,
Williams
JB
,
Lehr
J
,
Mandhair
H
, et al.
2017
.
Pro-inflammatory activation of primary microglia and macrophages increases 18 kDa translocator protein expression in rodents but not humans
.
J Cereb Blood Flow Metab
.
37
:
2679
2690
.

O’Donnell
P
.
2017
.
Microglia activation in subjects at risk for psychosis: fact or fiction?
Neuropsychopharmacology
.
42
:
2472
2473
.

Paolicelli
RC
,
Bolasco
G
,
Pagani
F
,
Maggi
L
,
Scianni
M
,
Panzanelli
P
,
Giustetto
M
,
Ferreira
TA
,
Guiducci
E
,
Dumas
L
, et al.
2011
.
Synaptic pruning by microglia is necessary for normal brain development
.
Science
.
333
:
1456
1458
.

Penzes
P
,
Cahill
ME
,
Jones
KA
,
VanLeeuwen
J-E
,
Woolfrey
KM
.
2011
.
Dendritic spine pathology in neuropsychiatric disorders
.
Nat Neurosci
.
14
:
285
293
.

Petanjek
Z
,
Judas
M
,
Simic
G
,
Rasin
MR
,
Uylings
HBM
,
Rakic
P
,
Kostovic
I
.
2011
.
Extraordinary neoteny of synaptic spines in the human prefrontal cortex
.
Proc Natl Acad Sci
.
108
:
13281
13286
.

Peters
A
,
Kaiserman-Abramof
IR
.
1970
.
The small pyramidal neuron of the rat cerebral cortex. The perikaryon, dendrites and spines
.
Am J Anat
.
127
:
321
355
.

Preuss
TM
.
1995
.
Do rats have prefrontal cortex? The Rose-Woolsey-Akert program reconsidered
.
J Cogn Neurosci
.
7
:
1
24
.

Radewicz
K
,
Garey
LJ
,
Gentleman
SM
,
Reynolds
R
.
2000
.
Increase in HLA-DR immunoreactive microglia in frontal and temporal cortex of chronic schizophrenics
.
J Neuropathol Exp Neurol
.
59
:
137
150
.

Rakic
P
,
Bourgeois
JP
,
Goldman-Rakic
PS
.
1994
.
Synaptic development of the cerebral cortex: implications for learning, memory, and mental illness
.
Prog Brain Res
.
102
:
227
243
.

Ransohoff
RM
,
Perry
VH
.
2009
.
Microglial physiology: unique stimuli, specialized responses
.
Annu Rev Immunol
.
27
:
119
145
.

Rosenzweig
MR
.
2003
.
Effects of differential experience on the brain and behavior
.
Dev Neuropsychol
.
24
:
523
540
.

Sawaguchi
T
,
Goldman-Rakic
PS
.
1994
.
The role of D1-dopamine receptor in working memory: local injections of dopamine antagonists into the prefrontal cortex of rhesus monkeys performing an oculomotor delayed-response task
.
J Neurophysiol
.
71
:
515
528
.

Schafer
DP
,
Lehrman
EK
,
Kautzman
AG
,
Koyama
R
,
Mardinly
AR
,
Yamasaki
R
,
Ransohoff
RM
,
Greenberg
ME
,
Barres
BA
,
Stevens
B
.
2012
.
Microglia sculpt postnatal neural circuits in an activity and complement-dependent manner
.
Neuron
.
74
:
691
705
.

Schizophrenia Working Group of the Psychiatric Genomics Consortium
.
2014
.
Biological insights from 108 schizophrenia-associated genetic loci
.
Nature
.
511
:
421
427
.

Sekar
A
,
Bialas
AR
,
de Rivera
H
,
Davis
A
,
Hammond
TR
,
Kamitaki
N
,
Tooley
K
,
Presumey
J
,
Baum
M
,
Van Doren
V
, et al.
2016
.
Schizophrenia risk from complex variation of complement component 4
.
Nature
.
530
:
177
183
.

Selemon
LD
,
Goldman-Rakic
PS
.
1999
.
The reduced neuropil hypothesis: a circuit based model of schizophrenia
.
Biol Psychiatry
.
45
:
17
25
.

Selemon
LD
,
Rajkowska
G
,
Goldman-Rakic
PS
.
1998
.
Elevated neuronal density in prefrontal area 46 in brains from schizophrenic patients: application of a three-dimensional, stereologic counting method
.
J Comp Neurol
.
392
:
402
412
.

Shan
D
,
Lucas
EK
,
Drummond
JB
,
Haroutunian
V
,
Meador-Woodruff
JH
,
McCullumsmith
RE
.
2013
.
Abnormal expression of glutamate transporters in temporal lobe areas in elderly patients with schizophrenia
.
Schizophr Res
.
144
:
1
8
.

Shapiro
LP
,
Parsons
RG
,
Koleske
AJ
,
Gourley
SL
.
2017
.
Differential expression of cytoskeletal regulatory factors in the adolescent prefrontal cortex: implications for cortical development
.
J Neurosci Res
.
95
:
1123
1143
.

Sierra
A
,
Encinas
JM
,
Deudero
JJP
,
Chancey
JH
,
Enikolopov
G
,
Overstreet-Wadiche
LS
,
Tsirka
SE
,
Maletic-Savatic
M
.
2010
.
Microglia shape adult hippocampal neurogenesis through apoptosis-coupled phagocytosis
.
Cell Stem Cell
.
7
:
483
495
.

Spear
LP
,
Brake
SC
.
1983
.
Periadolescence: age‐dependent behavior and psychopharmacological responsivity in rats
.
Dev Psychobiol
.
16
:
83
109
.

Steiner
J
,
Bielau
H
,
Brisch
R
,
Danos
P
,
Ullrich
O
,
Mawrin
C
,
Bernstein
HG
,
Bogerts
B
.
2008
.
Immunological aspects in the neurobiology of suicide: elevated microglial density in schizophrenia and depression is associated with suicide
.
J Psychiatr Res
.
42
:
151
157
.

Steiner
J
,
Mawrin
C
,
Ziegeler
A
,
Bielau
H
,
Ullrich
O
,
Bernstein
HG
,
Bogerts
B
.
2006
.
Distribution of HLA-DR-positive microglia in schizophrenia reflects impaired cerebral lateralization
.
Acta Neuropathol
.
112
:
305
316
.

Stephan
AH
,
Barres
BA
,
Stevens
B
.
2012
.
The complement system: an unexpected role in synaptic pruning during development and disease
.
Annu Rev Neurosci
.
35
:
369
389
.

Takano
A
,
Arakawa
R
,
Ito
H
,
Tateno
A
,
Takahashi
H
,
Matsumoto
R
,
Okubo
Y
,
Suhara
T
.
2010
.
Peripheral benzodiazepine receptors in patients with chronic schizophrenia: a PET study with [11C]DAA1106
.
Int J Neuropsychopharmacol
.
13
:
943
950
.

Tang
G
,
Gudsnuk
K
,
Kuo
SH
,
Cotrina
ML
,
Rosoklija
G
,
Sosunov
A
,
Sonders
MS
,
Kanter
E
,
Castagna
C
,
Yamamoto
A
, et al.
2014
.
Loss of mTOR-dependent macroautophagy causes autistic-like synaptic pruning deficits
.
Neuron
.
83
:
1131
1143
.

Tau
GZ
,
Peterson
BS
.
2010
.
Normal development of brain circuits
.
Neuropsychopharmacology
.
35
:
147
168
.

Thune
JJ
,
Uylings
HB
,
Pakkenberg
B
,
Hicks
PB
,
German
DC
,
Andersen
HS
,
Bendsen
BB
,
Stromso
N
,
Larsen
JK
,
Lassen
NA
.
2001
.
No deficit in total number of neurons in the prefrontal cortex in schizophrenics
.
J Psychiatr Res
.
35
:
15
21
.

Tremblay
M-È
,
Lowery
RL
,
Majewska
AK
.
2010
.
Microglial interactions with synapses are modulated by visual experience
.
PLoS Biol
.
8
:
e1000527
.

Tseng
KY
,
O’Donnell
P
.
2007
.
Dopamine modulation of prefrontal cortical interneurons changes during adolescence
.
Cereb Cortex
.
17
:
1235
1240
.

Uylings
HBM
,
Groenewegen
HJ
,
Kolb
B
.
2003
.
Do rats have a prefrontal cortex?
Behav Brain Res
.
146
:
3
17
.

Van Aerde
KI
,
Feldmeyer
D
.
2015
.
Morphological and physiological characterization of pyramidal neuron subtypes in rat medial prefrontal cortex
.
Cereb Cortex
.
25
:
788
805
.

van Berckel
BN
,
Bossong
MG
,
Boellaard
R
,
Kloet
R
,
Schuitemaker
A
,
Caspers
E
,
Luurtsema
G
,
Windhorst
AD
,
Cahn
W
,
Lammertsma
AA
, et al.
2008
.
Microglia activation in recent-onset schizophrenia: a quantitative (R)-[11C]PK11195 positron emission tomography study
.
Biol Psychiatry
.
64
:
820
822
.

van der Doef
TF
,
de Witte
LD
,
Sutterland
AL
,
Jobse
E
,
Yaqub
M
,
Boellaard
R
,
de Haan
L
,
Eriksson
J
,
Lammertsma
AA
,
Kahn
RS
, et al.
2016
.
In vivo (R)-[11C]PK11195 PET imaging of 18kDa translocator protein in recent onset psychosis
.
NPJ Schizophr
.
2
:
16031
.

Van Eden
CG
,
Hoorneman
EM
,
Buijs
RM
,
Matthijssen
MA
,
Geffard
M
,
Uylings
HB
.
1987
.
Immunocytochemical localization of dopamine in the prefrontal cortex of the rat at the light and electron microscopical level
.
Neuroscience
.
22
:
849
862
.

Varga
B
,
Markó
K
,
Hádinger
N
,
Jelitai
M
,
Demeter
K
,
Tihanyi
K
,
Vas
Á
,
Madarász
E
.
2009
.
Translocator protein (TSPO 18 kDa) is expressed by neural stem and neuronal precursor cells
.
Neurosci Lett
.
462
:
257
262
.

Wake
H
,
Moorhouse
AJ
,
Jinno
S
,
Kohsaka
S
,
Nabekura
J
.
2009
.
Resting microglia directly monitor the functional state of synapses in vivo and determine the fate of ischemic terminals
.
J Neurosci
.
29
:
3974
3980
.

Wang
H-D
,
Deutch
AY
.
2008
.
Dopamine depletion of the prefrontal cortex induces dendritic spine loss: reversal by atypical antipsychotic drug treatment
.
Neuropsychopharmacology
.
33
:
1276
1286
.

Wang
Y
,
Markram
H
,
Goodman
PH
,
Berger
TK
,
Ma
J
,
Goldman-Rakic
PS
.
2006
.
Heterogeneity in the pyramidal network of the medial prefrontal cortex
.
Nat Neurosci
.
9
:
534
542
.

Woods
GF
,
Oh
WC
,
Boudewyn
LC
,
Mikula
SK
,
Zito
K
.
2011
.
Loss of PSD-95 enrichment is not a prerequisite for spine retraction
.
J Neurosci
.
31
:
12129
12138
.

Woodward
ND
,
Heckers
S
.
2015
.
Brain structure in neuropsychologically defined subgroups of schizophrenia and psychotic bipolar disorder
.
Schizophr Bull
.
41
:
1349
1359
.

Xu
T
,
Yu
X
,
Perlik
AJ
,
Tobin
WF
,
Zweig
JA
,
Tennant
K
,
Jones
T
,
Zuo
Y
.
2009
.
Rapid formation and selective stabilization of synapses for enduring motor memories
.
Nature
.
462
:
915
919
.

Yamamuro
Y
,
Hori
K
,
Iwano
H
,
Nomura
M
.
1994
.
The relationship between learning performance and dopamine in the prefrontal cortex of the rat
.
Neurosci Lett
.
177
:
83
86
.

Yuste
R
,
Bonhoeffer
T
.
2004
.
Genesis of dendritic spines: insights from ultrastructural and imaging studies
.
Nat Rev Neurosci
.
5
:
24
34
.

Zuo
Y
,
Lin
A
,
Chang
P
,
Gan
WB
.
2005
.
Development of long-term dendritic spine stability in diverse regions of cerebral cortex
.
Neuron
.
46
:
181
189
.

This article is published and distributed under the terms of the Oxford University Press, Standard Journals Publication Model (https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model)