Cognitive and socio-emotional deficits in platelet-derived growth factor receptor-β gene knockout mice.
ABSTRACT Platelet-derived growth factor (PDGF) is a potent mitogen. Extensive in vivo studies of PDGF and its receptor (PDGFR) genes have reported that PDGF plays an important role in embryogenesis and development of the central nervous system (CNS). Furthermore, PDGF and the β subunit of the PDGF receptor (PDGFR-β) have been reported to be associated with schizophrenia and autism. However, no study has reported on the effects of PDGF deletion on mice behavior. Here we generated novel mutant mice (PDGFR-β KO) in which PDGFR-β was conditionally deleted in CNS neurons using the Cre/loxP system. Mice without the Cre transgene but with floxed PDGFR-β were used as controls. Both groups of mice reached adulthood without any apparent anatomical defects. These mice were further examined by conducting several behavioral tests for spatial memory, social interaction, conditioning, prepulse inhibition, and forced swimming. The test results indicated that the PDGFR-β KO mice show deficits in all of these areas. Furthermore, an immunohistochemical study of the PDGFR-β KO mice brain indicated that the number of parvalbumin (calcium-binding protein)-positive (i.e., putatively γ-aminobutyric acid-ergic) neurons was low in the amygdala, hippocampus, and medial prefrontal cortex. Neurophysiological studies indicated that sensory-evoked gamma oscillation was low in the PDGFR-β KO mice, consistent with the observed reduction in the number of parvalbumin-positive neurons. These results suggest that PDGFR-β plays an important role in cognitive and socioemotional functions, and that deficits in this receptor may partly underlie the cognitive and socioemotional deficits observed in schizophrenic and autistic patients.
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ABSTRACT: Dioxin levels in the breast milk of mothers residing near a contaminated former airbase in Vietnam remain much higher than in unsprayed areas, suggesting high perinatal dioxin exposure for their infants. The present study investigated the association of perinatal dioxin exposure with autistic traits in 153 3-year-old children living in a contaminated area in Vietnam. The children were followed up from birth using the neurodevelopmental battery Bayley-III. The high-2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) exposed groups (3.5 pg per g fat) showed significantly higher Autism Spectrum Rating Scale (ASRS) scores for both boys and girls than the mild-TCDD exposed groups, without differences in neurodevelopmental scores. In contrast, the high total dioxin-exposed group, indicated by polychlorinated dibenzo-p-dioxins/furans (PCDDs/Fs)-the toxic equivalents (TEQ) levels17.9 pg-TEQ per g fat, had significantly lower neurodevelopmental scores than the mild-exposed group in boys, but there was no difference in the ASRS scores. The present study demonstrates a specific impact of perinatal TCDD on autistic traits in childhood, which is different from the neurotoxicity of total dioxins (PCDDs/Fs).Molecular Psychiatry advance online publication, 18 March 2014; doi:10.1038/mp.2014.18.Molecular psychiatry 03/2014; · 15.05 Impact Factor
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ABSTRACT: Alterations of inhibitory GABAergic neurons are implicated in multiple psychiatric and neurological disorders, including schizophrenia, autism and epilepsy. In particular, interneuron deficits in prefrontal areas, along with presumed decreased inhibition, have been reported in several human patients. The majority of forebrain GABAergic interneurons arise from a single subcortical source before migrating to their final regional destination. Factors that govern the interneuron populations have been identified, demonstrating that a single gene mutation may globally affect forebrain structures or a single area. In particular, mice lacking the urokinase plasminogen activator receptor (Plaur) gene have decreased GABAergic interneurons in frontal and parietal, but not caudal, cortical regions. Plaur assists in the activation of hepatocyte growth factor/scatter factor (HGF/SF), and several of the interneuron deficits are correlated with decreased levels of HGF/SF. In some cortical regions, the interneuron deficit can be remediated by endogenous overexpression of HGF/SF. In this study, we demonstrate decreased parvalbumin-expressing interneurons in the medial frontal cortex, but not in the hippocampus or basal lateral amygdala in the Plaur null mouse. The Plaur null mouse demonstrates impaired medial frontal cortical function in extinction of cued fear conditioning and the inability to form attentional sets. Endogenous HGF/SF overexpression increased the number of PV-expressing cells in medial frontal cortical areas to levels greater than found in wildtype mice, but did not remediate the behavioral deficits. These data suggest that proper medial frontal cortical function is dependent upon optimum levels of inhibition and that a deficit or excess of interneuron numbers impairs normal cognition.Behavioural brain research 11/2013; · 3.22 Impact Factor
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ABSTRACT: During multiple sclerosis (MS) inflammatory attacks, and in subsequent clinical recovery phases, immune cells contribute to neuronal and oligodendroglial cell survival and tissue repair by secreting growth factors. Animal studies showed that growth factors also play a substantial role in regulating synaptic plasticity, and namely in long-term potentiation (LTP). LTP could drive clinical recovery in relapsing patients by restoring the excitability of denervated neurons. We recently reported that maintenance of synaptic plasticity reserve is crucial to contrast clinical deterioration in MS and that the platelet-derived growth factor (PDGF) may play a key role in its regulation. We also reported that a Hebbian form of LTP-like cortical plasticity, explored by paired associative stimulation (PAS), correlates with clinical recovery from a relapse in MS. Here, we explored the role of PDGF in clinical recovery and in adaptive neuroplasticity in relapsing-remitting MS (RR-MS) patients. We found a correlation between the cerebrospinal fluid (CSF) PDGF concentrations and the extent of clinical recovery after a relapse, as full recovery was more likely observed in patients with high PDGF concentrations and poor recovery in subjects with low PDGF levels. Consistently with the idea that PDGF-driven synaptic plasticity contributes to attenuate the clinical consequences of tissue damage in RR-MS, we also found a striking correlation between CSF levels of PDGF and the amplitude of LTP-like cortical plasticity explored by PAS. CSF levels of fibroblast growth factor, granulocyte colony-stimulating factor and granulocyte-macrophage colony-stimulating factor did not correlate with clinical recovery nor with measures of synaptic transmission and plasticity.Neuromolecular medicine 03/2014; · 5.00 Impact Factor
Cognitive and Socio-Emotional Deficits in Platelet-
Derived Growth Factor Receptor-b Gene Knockout Mice
Phuong Thi Hong Nguyen1, Tomoya Nakamura1, Etsuro Hori1, Susumu Urakawa2, Teruko Uwano3,
Juanjuan Zhao1, Ruixi Li1, Nguyen Duy Bac1, Takeru Hamashima4, Yoko Ishii4, Takako Matsushima4,
Taketoshi Ono2, Masakiyo Sasahara4, Hisao Nishijo1*
1System Emotional Science, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan, 2Department of Judo Physiotherapy,
Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan, 3Integrative Neuroscience, Graduate School of Medicine and
Pharmaceutical Sciences, University of Toyama, Toyama, Japan, 4Department of Pathology, Graduate School of Medicine and Pharmaceutical Sciences, University of
Toyama, Toyama, Japan
Platelet-derived growth factor (PDGF) is a potent mitogen. Extensive in vivo studies of PDGF and its receptor (PDGFR) genes
have reported that PDGF plays an important role in embryogenesis and development of the central nervous system (CNS).
Furthermore, PDGF and the b subunit of the PDGF receptor (PDGFR-b) have been reported to be associated with
schizophrenia and autism. However, no study has reported on the effects of PDGF deletion on mice behavior. Here we
generated novel mutant mice (PDGFR-b KO) in which PDGFR-b was conditionally deleted in CNS neurons using the Cre/loxP
system. Mice without the Cre transgene but with floxed PDGFR-b were used as controls. Both groups of mice reached
adulthood without any apparent anatomical defects. These mice were further examined by conducting several behavioral
tests for spatial memory, social interaction, conditioning, prepulse inhibition, and forced swimming. The test results
indicated that the PDGFR-b KO mice show deficits in all of these areas. Furthermore, an immunohistochemical study of the
PDGFR-b KO mice brain indicated that the number of parvalbumin (calcium-binding protein)-positive (i.e., putatively c-
aminobutyric acid-ergic) neurons was low in the amygdala, hippocampus, and medial prefrontal cortex. Neurophysiological
studies indicated that sensory-evoked gamma oscillation was low in the PDGFR-b KO mice, consistent with the observed
reduction in the number of parvalbumin-positive neurons. These results suggest that PDGFR-b plays an important role in
cognitive and socioemotional functions, and that deficits in this receptor may partly underlie the cognitive and
socioemotional deficits observed in schizophrenic and autistic patients.
Citation: Nguyen PTH, Nakamura T, Hori E, Urakawa S, Uwano T, et al. (2011) Cognitive and Socio-Emotional Deficits in Platelet-Derived Growth Factor Receptor-b
Gene Knockout Mice. PLoS ONE 6(3): e18004. doi:10.1371/journal.pone.0018004
Editor: Izumi Sugihara, Tokyo Medical and Dental University, Japan
Received January 12, 2011; Accepted February 17, 2011; Published March 18, 2011
Copyright: ? 2011 Nguyen et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This work was supported partly by CREST (Core Research for Evolutional Science and Technology), JST (Japan Science and Technology Agency), Japan,
JSPS (Japan Society for the Promotion of Science) Asian Core Program, and the Ministry of Education, Science, Sports and Culture, Grant-in-Aid for Scientific
Research (A) (22240051). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing Interests: The authors have declared that no competing interests exist.
* E-mail: firstname.lastname@example.org
The family of platelet-derived growth factors (PDGF) comprises
4 members—PDGF-A, -B, -C, and -D—that are assembled from
disulfide-linked homo- or heterodimers of 2 distinct but related
chains (PDGF-AA, -AB, -BB, -CC, and -DD). Two receptor
subtypes of PDGF (PDGFR-a and -b) can form mature dimeric
receptor complexes that can bind to ligands with different affinities
. PDGFR-a is largely expressed in oligodendroglial progenitors,
while PDGFR-b is predominantly expressed in neurons  and
upregulated in the neonatal rat brain . PDGF-BB that
specifically binds to PDGFR-bb is abundantly expressed in
neurons and is upregulated in neonatal brains [4–6].
Altering PDGFR-b may result in abnormalities during the
development of the central nervous system (CNS) due to the loss of
paracrine and autocrine stimulation [7,8]. Consistent with this
hypothesis, evidence of the relationship between alteration of
PDGFR-b and -BB and human psychiatric disorders has been
reported. According to linkage analyses, PDGFR-b is located on
chromosome 5q31-q32 , which contains susceptibility genes for
schizophrenia [10–17]. Following the first report by Sherrington
et al.  that indicated the association between PDGFR-b and
schizophrenia, several researchers demonstrated that PDGFR-b
affects neurotransmitter systems related to schizophrenia and/or
autism. D2 dopamine receptor-mediated transactivation of
PDGFR-b alters excitatory neurotransmission mediated by the
N-methyl-D-aspartate subtype of glutamate receptors . PDGF
exerts neurotrophic effects on both c-aminobutyric acid (GA-
BA)ergic and dopaminergic neurons [3,20,21] and has long-lasting
transmission in the hippocampus [22,23]. Furthermore, recent
studies reported that 3 single nucleotide polymorphisms and 2
haplotypes of PDGFR-b are associated with schizophrenia ,
and that serum levels of PDGF-BB are high in autistic boys .
To investigate the role of PDGFR-b in CNS development in
vivo, conditional knockout (KO) mice with suppressed expression
of neuronal PDGFR-b in the Cre/loxP system (PDGFR-b KO
mice) were generated . However, no apparent anatomical
defects were observed in these mice. The association of PDGFR-b
and PDGF-BB with schizophrenia and autism in humans (see
PLoS ONE | www.plosone.org1 March 2011 | Volume 6 | Issue 3 | e18004
above) strongly suggests that the PDGFR-b KO mice show
cognitive and socioemotional deficits. Here the PDGFR-b KO
mice were examined using a battery of behavioral tests designed to
analyze such deficits. Furthermore, parvalbumin-positive neurons,
which are mostly GABAergic and closely involved in the
pathologies of schizophrenia and autism [27–29], were analyzed
in the amygdala, hippocampus, and medial prefrontal cortex.
Evoked gamma oscillation associated with GABAergic neurons,
which was reduced in schizophrenia [30–32], was also analyzed.
All mice were housed in individual cages in a temperature-
controlled environment with a 12/12-h light/dark cycle (lights
were turned on and off at 08:00, and 20:00, respectively). Food
and water was supplied ad libitum. Mice (10- to 16-week-old) were
handled for 3 consecutive days before the start of the experiments.
All experimental protocols were performed in accordance with the
guidelines for care and use of laboratory animals approved by the
University of Toyama and the National Institutes of Health’s Guide
for the Care and Use of Laboratory Animals, and approved by the
Committee for Animal Experiments at the University of Toyama.
(License number: S-2009MED-9).
Generation of conditional PDGFR-b KO mice
The Cre/loxP system was used to develop conditional PDGFR-
b KO mutants. A previously established mutant mouse line was
used, in which exons 4–7 of PDGFR-b, which encode the
extracellular domain of the PDGFR-b protein, were flanked by
2 loxP sequences (floxed) positioned in introns 3 and 7 . After
Cre-mediated recombination, deletion of the loxP-flanking region
and resulting frame shift mutation in the adjoining 39 region
occurred in PDGFR-b. To obtain conditional PDGFR-b KO, we
then crossed mutant mice harboring the PDGFR-b floxed allele
and those expressing Cre recombinase under the control of the
nestin promoter and enhancer (nestin-Cre+mouse, The Jackson
Laboratory, Bar Harbor, ME, USA) as previously described
[26,34]. Before this cross, both mutant mice harboring floxed
PDGFR-b and nestin-Cre+were outbred to the mice of C57BL/6J
(B6/J) strain for 14 generations to replace the genetic background
of our mutant mice with that of the B6/J strain. In the present
study, the following 2 types of 10- to 16-week-old male mice were
used: mice with the Cre transgene and floxed PDGFR-b (PDGFR-b
KO mice) and mice without the Cre transgene but with floxed
PDGFR-b (control mice).
Genotypes were confirmed by PCR of tail DNA, using
oligonucleotide primers pairs for floxed PDGFR-b and for the
Cre transgene as described previously . The genotyping was
confirmed by Western blot of the total lysates of the adult mouse
brains to show that the PDGFR-b expression decreased to
undetectable levels in the PDGFR-b KO mice compared with
that in the control mice . A total of 41 control male mice born
from 10 dams and 41 PDGFR-b KO male mice born from 21
dams were used in the present study. The following all behavioral,
histological, and neurophysiological testing was conducted by
experimenters blind to genotype.
Hot plate test
Sensitivity to thermal nociception  was evaluated using a
commercially available hot plate analgesia meter (Model DS37,
Ugo Basile, UK). The apparatus consisted of a metal plate
(24.5624.5 cm), which could be heated to a constant temperature,
on which a plastic cylinder (20 618 cm; diameter 6height) was
placed. Mice were brought to the testing room and allowed to
acclimate for 10 min prior to the test.
The latency to respond to the thermal stimulus (56.060.1uC)
was defined as the time between the moment the mouse was
placed inside the cylinder and when it licked or flicked its hind
paws or jolted or jumped off the hot plate. Each animal was tested
once per session.
Food search test
Mice were individually placed into the apparatus used for the
food search test (KUROBOX, Phenotype Analyzing Co., Ltd.,
Nagasaki, Japan) . The apparatus consisted of 2 compart-
ments. The nest compartment (8061306210 mm; length6width
6 height) was separated from the observational compartment
(24062406210 mm) by a partition, and the mouse could freely
move through the partition into the square observation field.
Barycentric coordinates of each mouse were recorded using 64
The nest compartment was covered to block light for 24 h. The
observation compartment was maintained in the 12/12-h light/
dark cycle. Food stations were set up at the 4 corners of the
observational compartment. Each food station consisted of a
polyvinylchloride wall unit (30645620 mm) and a food cup
containing powdered food. Although all 4 food cups were filled
with the powdered food, a mesh shutter covered 3 of the 4 food
cups. The mice did not have access to the food in the portions
covered by the mesh shutter; however, the same olfactory stimulus
emanated from all food cups. The rotary feeder moved the meshed
shutter in a counter-clockwise direction so that the food station
changed every 4 h. At any given time, the mice could only take
food through a single station that was not covered by the mesh
shutter. The supply of water was ad libitum in the observation
The barycentric coordinates of each mouse were recorded every
second. Regions of interest (ROIs) were established at all 4 corners
of the observational field. Each ROI consisted of a 60660 mm2
area. When the barycenter of a mouse remained within the same
ROI for more than 4 s, this was counted as a visit to that food
station. The locomotion of each mouse over a period of 4 days,
number of visits to each ROI, and the order of these visits, which
were numbered until the mouse returned to the nest, were
recorded. Correct visit ratio was defined as the ratio of the number
of visits to the correct food station to the number of visits to all
Social interaction test
The testing cage consisted of a white plastic box (38.56
22.5620 cm). Individual mice were allowed to acclimate to the
testing cage for 20 min prior to the test. Pairs of mice from the
same group were placed in opposite corners of the box. Their
activities in the box were recorded using an overhead CCD
camera for 30 min. Frequencies and durations of social activities
(e.g., proximity behavior, approaching and leaving, following,
social sniffing, active and passive contact, and mounting) were
automatically analyzed using the SocialScan program (CleverSys
Inc., Reston, VA, USA). The plastic box was wiped with 70%
ethanol and air dried between the trials.
Social contact was defined as interbody distances between 2
mice of less than 20 mm. Furthermore, social contact was divided
into the following 2 subcategories: active and passive social
contact. When 1 mouse approached and actively contacted
another mouse, the mouse’s behavior was considered active and
the other mouse’s behavior was considered passive. These 2 types
of social contact were defined as follows: the active approaching
PDGFR-b Involvement in Socio-Emotional Development
PLoS ONE | www.plosone.org2March 2011 | Volume 6 | Issue 3 | e18004
mouse to move faster than 40 mm/s within 15 frames (corre-
sponding to 0.5 s) and the ratio of the ‘‘movement’’ of the active
mouse to that of the passive mouse to be greater than 2.0. Here,
‘‘movement’’ is defined as M(n)=1 – Intersect(A(n), A(n+1))/
Union(A(n), A(n+1)), where A(n) is denoted as the animal area at
previous frame n.
Approaching was defined by the direction, speed, and distance
covered. The direction criteria required the approaching mouse to
move towards the other mouse, and the angle between the
direction of the approaching mouse, which was defined as the
head direction detected by the mouse nose, and the line to the
other mouse to be less than 45u. The speed criteria required the
approaching mouse to move faster than 30 mm/s and the other
mouse to move slower than 100 mm/s within 15 frames (0.5 s).
The distance criteria required the approaching mouse to travel at
least 30 mm and the distance between the 2 mice to be less than
1000 mm. The duration of each approaching was defined as the
continuous duration of such action that lasted at least for 2.0 sec.
At the beginning of the approach, two animals should not be very
close, by default, inter distance more than 100 mm. At the ending
of the approach, two animals should be quite close.
Social sniffing was defined as the distance between the nose of
the sniffing mouse and the body of the other mouse being sniffed
of less than 30 mm. The duration of each social sniffing was
defined as the continuous duration of such action that lasted at
least for 0.27 sec.
Social leaving was also defined by the direction, speed, and
distance covered. The direction criteria required the leaving
mouse to leave the other mouse first, and the angle between the
direction of the leaving mouse and the line from the leaving mouse
to the other mouse to be greater than 100u. The speed criteria
required the speed of the leaving mouse to be greater than
30 mm/s within 15 frames (0.5 s). The distance criteria required
the distance between the 2 mice to be less than 1000 mm, and the
leaving mouse to travel at least 30 mm. Continuous actions
meeting these criteria and lasting for at least 0.5 s were considered
Social following was defined by the following criteria: (1) the
angle between the direction of the leaving mouse and the direction
of the following mouse to be less than 90u, (2) the angle between
the direction of the following mouse and the line from the
following mouse to the leaving mouse to be less than 30u, (3) the
angle between the direction of the leaving mouse and the line from
the leaving mouse to the following mouse to be greater than 100u,
(4) the distance between the 2 mice to be less than 300 mm, (5)
both the following and leaving mice to move at least 5 mm within
15 frames (0.5 s), and (6) the following mouse to travel at least
30 mm within 15 frames (0.5 s). Continuous actions meeting these
criteria and lasting for at least 0.5 s were considered social
Social mounting was defined as a contact in which two-thirds of
the head or body of 1 mouse rode on top of the other mouse for at
least 20 frames (0.6 s). It is detected by the joint shape change of
Contextual and cued fear conditioning
On day 0, each mouse was placed in a testing chamber
(11611612.5 cm; O’hara & Co, Ltd., Tokyo, Japan) inside a
sound-attenuated chamber with a brightness of 200 lux and
background white noise of 50 dB. Each mouse was allowed to
explore freely for 5 min. The chamber was equipped with a barred
metal floor that could deliver an electric shock. Initially, the
baseline level of freezing behavior was recorded for 5 min. Then, a
10 kHz, 65-dB tone, which served as the conditioned stimulus, was
presented for 20 s. This tone was followed by a footshock (0.4 mA
for 1 s), which served as the unconditioned stimulus. Four more
conditioned stimulus/unconditioned stimulus pairings were pre-
sented with an interstimulus interval of 465–870 s. Freezing
behavior was analyzed for 20 s after the presentation of each
A contextual test was conducted 24 (day 1), 48 (day 2), and 72 h
(day 3) after conditioning in the same chamber without the
presentation of the tone or footshock. The mice were left in the
chamber for 11 min, and the freezing time during the initial 5 min
was analyzed. The animals were then returned to their home
cages. A cued test was conducted in a different environment 2 h
after the contextual test using a white plastic box with a brightness
of 50 lux, background white noise of 60 dB, and presence of the
smell of alcohol. The same conditioned tones were presented 5
times on each experimental day without the footshock after the
baseline level of freezing behavior was assessed for 5 min. Freezing
behavior was analyzed for 20 s after the presentation of each tone.
Freezing behavior was analyzed using video-captured images of
the mice. Images of the mice were captured at the rate of 1
frame/s. For each pair of successive frames, the distance (in pixels)
covered by the mouse was measured. When this distance was
below a certain threshold (20 pixels), the behavior was judged as
‘‘freezing.’’ This optimal threshold (number of pixels) to judge
freezing was determined by adjusting it to the amount of freezing
measured by human observation.
Prepulse inhibition (PPI)
The startle reflex measurement system (O’Hara & Co.) was used
to measure PPI. A test session began by placing a mouse in a
plastic cylinder in a sound-attenuated chamber and leaving it
undisturbed for 10 min. The background white noise level in the
chamber was 65 dB. The prepulse sound (0, 70, 72, 74, 78 and
82 dB) was presented for 120 ms before the startle stimulus
[120 dB white noise (40 ms), main pulse] was provided. Each test
session was composed of 36 trials. Six blocks of the 6 prepulse/
main pulse combination types were presented in a pseudorandom
order, such that each combination type was presented once within
a block. The average intertrial interval was 15 s (range, 10–20 s).
Startle responses were recorded for 140 ms (measuring the
response every 1 ms), starting with the onset of the prepulse
stimulus. These responses were corrected for the body weight of
each mouse. The PPI percentage was calculated using the
following formula: [(startle amplitude in trials without prepulse)
2 (startle amplitude in trials with prepulse)]/(startle amplitude in
trials without prepulse) 6100.
Forced swim test (FST)
FST used in this study was based on the original version used for
mice by Porsolt with modifications. Mice were placed in a cylinder
(15 cm622.5 cm; diameter 6 height) filled with water (15 cm
high). The mice were not able to touch the bottom. The water
temperature was set at 2561uC. The cylinder was placed in a box
with infrared cell sensors on the walls to detect swimming activity
(SCANET, Melquest Inc., Toyama, Japan). The software set up a
rectangle that circumscribed the body of an animal every 0.3 sec.
If the animal went out of the rectangle (i.e., a part of the animal
body was detected out side the rectangle) 0.3 sec after setting up
the rectangle, the software counted as ‘‘movement (swimming)’’ in
that period. ‘‘Immobility’’ was defined as such if the animal stayed
within the same rectangle 0.3 sec after setting up the rectangle.
On the first day, the mice were placed in water and forced to
swim in a single trial of 15 min. On the second day, the mice were
placed in water and forced to swim in a single trial of 5 min.
PDGFR-b Involvement in Socio-Emotional Development
PLoS ONE | www.plosone.org3March 2011 | Volume 6 | Issue 3 | e18004
Swimming time was continuously recorded every 1 min of each
trial in each animal. After the test, the animals were dried with
towels and returned to their cages.
Under deep anesthesia with sodium pentobarbital (50 mg/kg
body weight, i.p.), the mice were transcardially perfused with
heparanized saline (0.9% w/v NaCl), followed by 4% parafor-
maldehyde dissolved in 0.1 M phosphate buffer (PB) (pH 7.4).
After perfusion, the brains were removed from the skull, coronarily
cut into small blocks, and postfixed in 4% paraformaldehyde
overnight. The fixed brain blocks were immersed in 30% sucrose
dissolved in 0.1 M PB until they sank down to the bottom. The
brain blocks were then frozen in dry ice and coronarily cut into
40 mm-thick sections. The sections were placed in 0.01 M
phosphate buffer saline (PBS) and then transferred into an
antifreeze solution (25% ethylene glycol, 25% glycerin, and 50%
0.1 M PB) and stored at 220uC until immunohistochemical
staining could be performed.
The sections were washed thrice in 0.01 M PBS for 15 min,
blocked with 3% normal horse serum in PBS for 30 min at room
temperature, and incubated overnight at 4uC with mouse
monoclonal anti-parvalbumin antibodies (1:10,000 dilution in
1% horse serum PBS, Sigma, St. Louis, MO, USA). These sections
were washed thrice with 0.01 M PBS for 10 min each time,
incubated with biotinylated horse anti-mouse IgG (1:200 dilution,
Vector, Burlingame, USA) for 50 min at room temperature, and
then, after washing, incubated in ABC reagent (Vector) for
50 min. Finally, the parvalbumin-immunoreactive elements were
visualized by reacting them with 25 mg 3,39-diaminobenzidine
and 30 ml 30% H2O2in 100 ml 0.01 M PBS (pH 7.4) for 5–
8 min. The sections were then rinsed several times in PBS,
dehydrated in graded concentrations of ethanol, cleared in xylene,
and cover-slipped with Entellan (MercK, Darmstadt, Germany).
Negative control sections were treated identically except for
omission of the primary antibody. No reaction product was
observed in any of the control sections.
To count the number of parvalbumin-positive neurons, 3 sections
of each level of the brain were selected from each animal, and digital
images of the stained sections were captured at +1.1, +1.3, and
+1.4 mm AP from bregma (medial prefrontal cortex, anterior
cingulate cortex, infralimbic and prelimbic areas), 20.5, 20.7,
21.1, 21.6, and 22.1 mm AP (amygdala), and 21.6 and 22.1 mm
AP (dorsal hippocampus). These digital images were analyzed using
the ImageJ software (NIH ImageJ; http://rsbweb.nih.gov/ij/).
Anatomical structures were delineated on the basis of the atlas of
the C57BL/6 mouse brain provided by Hof et al. . Cell counts in
the sections above the AP level were averaged in each animal.
Neurophysiological recordings of auditory event-related
In this experiment, naive control (n=10) and PDGFR-b KO
(n=9) were used (the animals received no other behavioral
testings). Under anesthesia with avertin (187.5 mg/kg, i.p.), 2
screws, which later worked as EEG electrodes, were implanted
over the frontal cortex and cerebellum of the skulls of the mice. A
connector for the wires was connected to the screws and attached
to the skull using cranioplastic. After recovery from surgery (1
week), the animals were acclimated to all of the handling and
testing procedures described previously. On the days when
measurements were recorded in the dark phase, the animals were
put into a plastic recording box (23561856125 mm). Signals from
the electrodes were amplified and band-pass filtered at 1.5–
1000 Hz (3 dB corner, 6 dB octave/slope) using an amplifier
Figure 1. Social interactions of the PDGFR-b KO and control mice. Frequencies (A) and durations (B) of each social behavior are indicated.
Black columns, PDGFR-b KO mice; white columns, control mice; *, p,0.05; **, p,0.01; and ***, p,0.001 (Student’s t-test).
PDGFR-b Involvement in Socio-Emotional Development
PLoS ONE | www.plosone.org4 March 2011 | Volume 6 | Issue 3 | e18004
(MEG-5200G, Nihon Kohden, Tokyo, Japan). The amplified
analog signals were digitized at 2 kHz and stored using the Micro
1401mkII hardware and Spike2 (ver. 6) software (Cambridge
Electronic Design, Cambridge, UK). Auditory stimuli (5 kHz pure
tone, 500 ms duration) were generated using a sound generator
(DPS-725T, DIA Medical System, Tokyo, Japan) and delivered
using a speaker after amplification to 85 dB at an interval of 3 s
with a background noise of 50 dB.
Recent studies have reported a reduction in early phase-locked
gamma oscillation (evoked gamma responses; ERPs) as a
characteristic of schizophrenia [30–32]. In the present study,
ERPs in response to auditory stimulation were analyzed .
ERPs recorded in individual trials were digitally band-pass filtered
between 30–80 Hz using infinite impulse response filters and then
averaged across the trial for each animal. Phase synchronized
gamma oscillation with respect to stimulus onset would survive the
averaging process and can be seen in the averaged ERPs. The
averaged gamma data were rectified by squaring to produce a
positive value for gamma activity at each point. This enabled the
measurement of the area under the curve (AUC) for the time
window between 0–100 ms from stimulus onset. The mean AUC
across the animals was compared between the 2 groups of mice.
Statistical data analysis
Quantitative data were expressed as the mean 6 SEM. The
data were analyzed by two-way mixed repeated measures
ANOVA based on general linear model followed by Bonferroni
test, or by Student’s t-tests using SPSS 19.0 (SPSS Inc., Chicago,
IL). The statistical significance level was set at p,0.05.
Figure 1 shows the frequencies (A) and durations (B) of each
social behavior studied in both groups. In comparison with the
control mice, the PDGFR-b KO mice showed significantly lower
frequencies and durations of proximity behaviors (Student’s t-test,
p,0.05; control, n=9; KO, n=9). Consistent with these results,
the PDGFR-b KO mice showed decreases in the other categories
of social behaviors, including social sniffing, active social contact,
passive social contact, and mounting (Student’s t-test, p,0.001;
control, n=9; KO, n=9), except for duration of social sniffing
(Student’s t-test, p.0.05). On the other hand, the PDGFR-b KO
mice showed significantly higher frequencies and durations for
approaching and leaving (Student’s t-test, p,0.001). Videotapes
were also analyzed manually afterwards to check aggressive
behaviors. However, no aggressive behaviors were observed in
both the groups.
PPI is a paradigm for sensorimotor gating that is most widely
used in animal models of schizophrenia and autism. PPI can be
easily measured in rodents in a manner almost identical to
procedures used in humans [39–41]. Statistical comparisons by
two-way mixed repeated measures ANOVA indicated that the
PDGFR-b KO mice have significant deficits in sensorimotor
gating (Figure 2A); there was a significant main effect of group in
PPI [F(1, 30)=5.902; p,0.05; control, n=16; KO, n=16],
although there was no significant interaction between group and
prepulse intensity [F(4, 120)=0.166; p.0.05; control, n=16; KO,
n=16]. Furthermore, no significant differences were observed in
the amplitudes of the startle responses to the main pulse without a
prepulse between the control and PDGFR-b KO mice (Student’s
t-test, p.0.05; control, n=16; KO, n=16) (Figure 2B). These
results indicate that sensorimotor gating was disturbed in the
PDGFR-b KO mice.
Sensitivity to nociception and fear conditioning
First, sensitivity to nociception was analyzed in the PDGFR-b
KO mice. Figure 3A shows the mean escape latencies measured in
the hot plate test. Statistical comparisons indicated no significant
difference between the control and PDGFR-b KO mice (Student’s
t-test, p.0.05; control, n=10; KO, n=9). This finding suggests
that sensitivity to nociception in the PDGFR-b KO mice did not
differ from that in the control mice.
To test the associative learning capacity of the PDGFR-b KO
mice, animals were tested for contextual and cued fear
conditioning (Figure 3B–D). In conditioning (Figure 3B), compar-
ison by two-way mixed repeated measures ANOVA (group 6
conditioning trial No.) indicated that there were marginally
significant main effect of group [F(1, 14)=3.411, p=0.086;
control, n=9; KO, n=7], and significant interaction between
group and conditioning trial No. [F(4, 56)=4.173, p=0.005;
control, n=9; KO, n=7]. Furthermore, when the data in the last
Figure 2. Prepulse inhibition (PPI) of acoustic startle responses.
A: PPI (%) at 5 different prepulse intensities (70, 72, 74, 78, and 82 dB).
The PDGFR-b KO mice displayed significantly less PPI than the control
mice [F(1, 30)=5.902; p,0.05; control, n=16; KO, n=16]. B: Acoustic
startle amplitudes measured in trials without a prepulse. No significant
differences were observed in the acoustic startle amplitudes of the 2
groups of mice. Values indicate the mean 6 SE. White columns, control
mice, n=16; black columns, PDGFR-b KO mice, n=16.
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3 tone-shock conditioning, there was a significant main effect of
group [F(1, 14)=6.096, p,0.05; control, n=9; KO, n=7]. These
results indicate that the PDGFR-b KO mice had deficits in the
ability to associate the cue tone with the electric shock; these
deficits were not related to the deficits in nociception.
Figure 3. Sensitivity to nociception (A) and freezing behaviors
induced by fear conditioning (B–D). A: Mean escape latencies
measured in the hot plate test. No significant differences were observed
in the mean escape latencies between the control and PDGFR-b KO
mice (Student’s t-test, p.0.05). B: Percent time spent freezing during
presentation of each tone associated with an electric shock (tones 1–5).
The first shock was presented after tone 1; the mice had not
experienced conditioning during repeated presentation of the condi-
tioned tone (tone 1–5). Baseline indicates the percent time spent
freezing during the 5 min before tone presentation. The PDGFR-b KO
mice spent significantly less time freezing than the control mice in the
last 3 conditioning [F(1, 14)=6.096; p,0.05; control, n=9; KO, n=7].
C: Percent time spent freezing during the 5-min contextual test. The
PDGFR-b KO mice spent significantly less time freezing than the control
mice [F(1, 14)=6.746; p,0.05; control, n=9; KO, n=7]. D: Percent time
spent freezing during the 5 min before tone presentation (baseline) and
during presentation of the 20-s conditioned tone (tones 1–5). There
were no significant differences in freezing time between the PDGFR-b
KO and control mice [F(1, 14)=2.926; p.0.05; control, n=9; KO, n=7].
Filled circles, PDGFR-b KO mice; open circles, control mice.
Figure 4. Time course of swimming in the forced swimming
test. A–B: Swimming time in 1 min on the first day in the 15-min trial
(A) and on the second day in the 5-min trial (B). The PDGFR-b KO mice
spent significantly less time swimming than the control mice on the first
[F(1, 27)=11.619; p,0.005; control, n=16; KO, n=13] (A) and second
days [F(1, 27)=7.235; p,0.05; control, n=16; KO, n=13] (B). Filled
circles, PDGFR-b KO mice; open circles, control mice. *, p,0.05;
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In the contextual fear retention test (Figure 3C), comparison by
that there was a significant main effect of group [F(1, 14)=6.746,
p,0.05; control, n=9; KO, n=7], but no significant interaction
between group and time [F(4, 56)=1.367, p.0.05]; control, n=9;
KO, n=7]. In the cued fear retention test (Figure 3D), comparison
by two-way mixed repeated measures ANOVA (group6condition-
ing trial No.) indicated that there were no significant main effect of
group [F(1,14)=2.926, p.0.05; control, n=9; KO, n=7], nor
significant interaction between group and conditioning trial No.
[F(4, 56)=0.219, p.0.05; control, n=9; KO, n=7]. These findings
suggest that learning of tone-shock association and contextual
memory were impaired in the PDGFR-b KO mice.
Forced swimming test
The forced swimming test has been previously used to assess
depression-related behaviors in animal models that are considered
negative symptoms of schizophrenia and autism [42,43]. In the 15-
min test on the first day (Figure 4A), statistical analysis by two-way
mixed repeated measures ANOVA (group 6time) indicated that
there was a significant main effect of group [F(1, 27)=11.619;
p,0.005; control, n=16; KO, n=13]. In the 5-min test on the
second day (Figure 4B), statistical analysis by two-way mixed
repeated measures ANOVA indicated that there was a significant
main effect of group [F(1, 27)=7.235, p,0.05; control, n=16;
KO, n=13]. These results indicate that the PDGFR-b KO mice
became more immobile as the forced swimming test progressed,
suggesting that the PDGFR-b KO mice were depressed.
Food search test
The food search test was designed to assess daily activities and
spatial memory for food; these activities are particularly sensitive
to hippocampal lesions . Figure 5A illustrates locomotor
activities during the dark and light phases of each experimental
day (a) and mean locomotor activities of the 4 experimental days
(b). Statistical analysis by two-way mixed repeated measures
ANOVA (group 6 phase) indicated that there was a significant
main effect of group [F(1, 18)=5.028, p,0.05; control, n=10;
KO, n=10]. Furthermore, locomotor activities were significantly
higher in the PDGFR-b KO mice than the control mice in both
dark and light phases (Student’s t-test, p,0.05).
Figure 5B illustrates the mean correct ratios of each exper-
imental day (a) and each hour after changing the position of the
accessible food station (b). Statistical analysis by two-way mixed
repeated measures ANOVA (group 6 day) indicated that there
was a significant main effect of group [F(1,18)=16.257, p,0.001;
control, n=10; KO, n=10] (Ba). Furthermore, statistical analysis
by two-way mixed repeated measures ANOVA (group 6 time)
indicated that there were significant interaction between group
and time [F(3,54)=3.223, p,0.05; control, n=10; KO, n=10],
and marginally significant main effect of group [F(1,18)=3.647,
p=0.072; control, n=10; KO, n=10] (Bb). When the data at 3rd
Figure 5. Locomotor activities (A) and spatial performance (B) in the food search test. A: Locomotor activities during the dark and light
phases of each experimental day (a) and mean locomotor activities during the dark and light phases of the 4 experimental days (b). The PDGFR-b KO
mice displayed significantly higher locomotor activities than the control mice [F(1, 18)=5.028; p,0.05; control, n=10; KO, n=10] (a). Mean locomotor
activity was also significantly higher in the PDGFR-b KO mice than the control mice during dark and light phases (Student’s t-test, p,0.05) (b). Vertical
axis indicates number of crossing beams. B: Mean correct ratios of each experimental day (a) and each hour after changing the position of the
accessible food station (b). The PDGFR-b KO mice displayed significantly higher correct ratios in (a) [F(1, 18)=16.257; p,0.001; control, n=10; KO,
n=10] across the 4 days and (b) [F(1, 18)=8.536; p,0.01; control, n=10; KO, n=10] at 3rd and 4th hr. Filled circles, PDGFR-b KO mice; open circles,
control mice. *, p,0.05; **, p,0.01; ***, p,0.001.
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and 4th hr were analyzed, there was a significant main effect of
group [F(1,18)=8.536, p=0.01; control, n=10; KO, n=10].
These results indicate that spatial learning was significantly
disturbed in the PDGFR-b KO mice.
Previous studies have reported that changes in parvalbumin-
expressing GABAergic neurons are important in the pathology of
schizophrenia and autism (see Discussion). Figure 6 shows parvalbu-
min-positive neurons in the lateral and basolateral nuclei of the
amygdala (A), CA3 subfield of the hippocampus (B), and medial
prefrontal cortex (C) in the control (a) and PDGFR-b KO mice (b).
Parvalbumin-positive neurons were less frequently observed in the
PDGFR-b KO mice. Figure 7 shows the mean number of
parvalbumin-positive neurons in these 3 brain regions (throughout
the dorsal hippocampus, amygdala, and medial prefrontal cortex).
Statistical analyses indicated that the mean number of parvalbumin-
positive neurons was significantly smaller in the amygdala (Student’s
t-test, p,0.001; control, n=6; KO, n=6), hippocampus (Student’s t-
test, p,0.005; control, n=6; KO, n=6), and medial prefrontal
cortex (Student’s t-test, p,0.001; control, n=6; KO, n=6) of the
PDGFR-b KO mice compared with the control mice.
Figure 8 illustrates event-related gamma oscillation in the
control and PDGFR-b KO mice. Examples of the averaged
gamma-filtered data from individual control (Aa) and PDGFR-b
KO mice (Ba) are shown. Superimposed event-related gamma
oscillation data of all animals in this study are shown in C (Ca for
control mice, n=10; Cb for PDGFR-b KO mice, n=9). Gamma
Figure 6. Photomicrographs of the lateral and BL of the amygdala (A), CA3 subfield of the hippocampus (B), and medial prefrontal
cortex (C) of the control (a) and PDGFR-b KO (b) mice. Intense labeling of parvalbumin-positive neurons was observed in each area; however,
these neurons were less frequently observed in the PDGFR-b KO mice. Scale bar =100 mm.
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oscillation amplitudes were larger in the control mice than the
PDGFR-b KO mice. Examples of the rectified gamma data from
individual animals are shown in Ab and Bb. Comparisons of the
rectified data indicate that the mean evoked gamma power (AUC)
was significantly lower in the PDGFR-b KO mice than the control
mice (Student’s t-test, p,0.001) (D).
Changes in socio-emotional behaviors
In this study, the PDGFR-b KO mice showed decreases in
social interactions. Deficits in social interaction are fundamental
symptoms of autism, and these deficits are displayed by animal
models of autism . Furthermore, this impairment represents
the core symptom of schizophrenia (i.e., little interest in social
behavior or increased social isolation) [44,45], and most studies on
animal models of schizophrenia describe this impairment as a
negative symptom . The PDGFR-b KO mice also showed
decreased swimming in the forced swimming test (considered to be
a depression-like behavior). This impairment has also been
proposed as a negative symptom in animal models of schizophre-
nia . Similar deficits in the same task have been reported in
various animal models of autism . Impairments in GABAergic
neurotransmission have been reported to be associated with social
disorders and depression-like behaviors [47,48]. These findings
suggest that the behavioral abnormalities observed in the PDGFR-
b KO mice might be related to deficits in GABAergic
neurotransmission (see below in detail).
Sensorimotor gating abnormalities
In the present study, the PDGFR-b KO mice displayed deficits
in PPI. PPI is an indicator of sensorimotor gating, a process that is
important for filtering extraneous sensory information from the
external environment. PPI is mediated through a neural system
that includes the pontine brainstem, which receives a modulatory
input from the nucleus accumbens innervated by the prefrontal
cortex, hippocampus, and amygdala , and is mediated by
various neurotransmitters including GABA in the prefrontal cortex
and amygdala [50–52]. Deficits in sensorimotor gating have been
suggested as a useful endophenotype for the diagnosis of
schizophrenia in patients  and its respective animal models
[54,55]. Recent data on autism in patients and its respective
animal models have indicated PPI deficits [56,43,57]. Both of
these neuropsychiatric diseases are associated with abnormalities
in the fronto-limbic system [56,58,27,59]. In the present study, the
number of putative inhibitory parvalbumin-positive neurons was
low in the hippocampus, amygdala, and prefrontal cortex. PPI
deficits in the PDGFR-b KO mice could be attributed to decreases
in GABAergic neurotransmission in the fronto-limbic regions.
Role of PDGFR-b in learning and memory
In the present study, spatial learning that depends on the
hippocampus was disturbed in the PDGFR-b KO mice, as
indicated by the results of the food search test. Schizophrenic
patients have been reported to show deficits in spatial learning
, which corresponds to cognitive deficits that are also observed
in these patients . Consistently, various animal models of
schizophrenia and autism have displayed similar deficits in spatial
working memory [61,43]. Second, emotional learning and
retention, which is dependent on the amygdala and hippocampus
in cued fear conditioning and contextual memory were also
disturbed in the PDGFR-b KO mice. Consistently, human
schizophrenic and autistic patients as well as the animal models
of these psychiatric disorders show deficits in contextual and cued
fear conditioning [62–64].
Since previous reports have shown that PDGFR-b is expressed
in the cortex, hippocampus, amygdala, and brainstem [5,3,65],
PDGFR-b deletion may result in a decrease in the long-term
synaptic plasticity of various brain regions. Consistent with this
concept, recent studies have reported that PDGF-B is important
for long-term potentiation (LTP) in the hippocampus of mice and
regulates expression of Arc/Arg3.1, a gene that has been implicated
in synaptic plasticity and LTP , and that LTP is disturbed in
the hippocampus of the PDGFR-b KO mice . Furthermore,
synaptic plasticity of the amygdala that is induced by Pavlovian
fear conditioning is also regulated by the same gene (i.e., Arc/
Arg3.1) . The present results, along with those of previous
studies, strongly suggest that PDGFR-b plays an important role in
synaptic plasticity relevant to behavioral and cognitive deficits in
schizophrenic and autistic patients.
Role of PDGFR-b in parvalbumin-positive neurons
In the present study, the number of parvalbumin-positive
neurons was low in the amygdala and prefrontal cortex including
the anterior cingulate cortex of the PDGFR-b KO mice. Since
PDGF-B/PDGFR-b signal axis exerts neurotrophic effects on
GABAergic neurons [3,20], a decrease in the number of
parvalbumin-positive neurons might be attributed to the loss of
neurotrophic effects of PDGFR-b in the PDGFR-b KO mice.
Furthermore, PDGFR exerts protective effects on neurons against
various brain injuries including oxidative stress [69,26,70].
Oxidative stress has been proposed to induce loss and/or
maturation impairment in parvalbumin-positive neurons (see
review by Behrens and Sejnowski ). PDGFR-b deletion might
increase superoxide, which consequently results in a decrease in
parvalbumin-positive neurons in the PDGFR-b KO mice.
Figure 7. Comparison of the number of parvalbumin-positive
neurons in the amygdala, hippocampus, and medial prefrontal
cortex between the control and PDGFR-b KO mice. The mean
number of parvalbumin-positive neurons was significantly smaller in
the amygdala (Student’s t-test, p,0.001; control, n=6; KO, n=6),
hippocampus (Student’s t-test, p,0.005; control, n=6; KO, n=6), and
medial prefrontal cortex (Student’s t-test, p,0.001; control, n=6; KO,
n=6) of the PDGFR-b KO mice compared with the control mice.
**, p,0.005; **, p,0.001.
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Parvalbumin-positive neurons are fast-spiking interneurons
[72,73] that are important for modulating cortical sensory
responses  and generating gamma oscillations that enhance
signal transmission by reducing noise and amplifying signals in
cortical circuits . Consistent with these findings, gamma
oscillation has been implicated in various cognitive functions,
including perception, arousal, attention, learning, and language
. Furthermore, parvalbumin-positive GABAergic neurons play
a critical role in the development of neural plasticity during the
critical period . These results suggest that parvalbumin-
Figure 8. Comparison of evoked event-related gamma power between the control and PDGFR-b KO mice. A–B: Averaged gamma-
filtered oscillation (a) and its rectified data (b) recorded from a single control (A) and PDGFR-b KO (B) mice. C: Superimposed illustration of the
averaged gamma-filtered oscillation in individual control (a) and PDGFR-b KO (b) mice. D: Comparison of the mean evoked gamma power (AUC)
between the control and PDGFR-b KO mice. AUC was significantly low in the PDGFR-b KO mice (Student’s t-test, p,0.001; control, n=10; KO, n=9).
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positive GABAergic neurons are important for brain development
and higher cognitive functions.
Recent studies have reported both changes in gamma oscillation
and a reduction in the number of parvalbumin-positive neurons in
schizophrenic and autistic patients and respective animal models
of these disorders [76,27,77,78,29,79]. The present study demon-
strated a reduction in evoked gamma oscillation, consistent with
studies on human schizophrenic patients [30–32]. Evoked gamma
oscillation has been linked to sensory registration and top-down
cognitive processing (see review by Roach and Mathalon ).
These findings suggest that socioemotional and cognitive distur-
bances observed in the PDGFR-b KO mice might be attributed to
a reduced number of parvalbumin-positive neurons.
Although previous reports have indicated that PDGFR-b is
associated with schizophrenia and autism (see Introduction), no
study has reported on the behavioral effects of PDGF deletion in
mice. The present results demonstrate that the PDGFR-b KO
mice share behavioral and neuroanatomical features that are
typical of major psychiatric disorders, especially the negative
symptoms of schizophrenia, socioemotional disturbances of autism
(i.e., abnormalities in social interaction, sensorimotor gating, and
cognition), and reduced number of parvalbumin-positive inter-
neurons. Consistently, recent studies have reported that schizo-
phrenia and autism share some genetic and neuroanatomical
characteristics, suggesting that the etiological mechanisms of these
2 psychiatric disorders might overlap [80,81]. Future studies must
extensively scrutinize the genetic mechanisms that directly and
indirectly affect PDGFR-b functions, and gene encoding PDGFR-
b has been implicated as a susceptibility gene for schizophrenic
and autistic disorders.
Conceived and designed the experiments: HN MS. Performed the
experiments: PTHN TN SU TU JZ RL NDB TH. Analyzed the data:
PTHN TN EH YI TO MA HN. Contributed reagents/materials/analysis
tools: EH TM YI MS. Wrote the paper: PTHN SU YI TO MA HN.
1. Fredriksson L, Li H, Eriksson U (2004) The PDGF family: four gene products
form five dimeric isoforms. Cytokine Growth Factor Rev 15: 197–204.
2. Heldin CH, Ostman A, Ronnstrand L (1998) Signal transduction via platele-
derived growth factor receptors. Biochimica et biophysica Acta 1378: 79–
3. Smits A, Kato M, Westermark B, Nister M, Heldin CF, et al. (1991)
Neurotrophic activity of platelet-derived growth factor (PDGF): rat neuronal
cells possess functional PDGF-b type receptors and respond to PDGF. Proc Natl
Acad Sci USA 88: 8159–8163.
4. Sasahara M, Amano S, Sato H, Yang JG, Hayase Y, et al. (1998) Normal
developing rat brain expresses a platelet-derived growth factor B chain (c-sis)
mRN A truncated at the 5’ end. Oncogene 16: 1571–1578.
5. Sasahara M, Fries JWU, Raines EW, Gown AM, Westrum LE, et al. (1991)
PDGF-B chain in neurons of the central nervous system, posterior pituitary, and
in a transgenic model. Cell 64: 217–227.
6. Sasahara A, Kott JL, Sasahara M, Raines EW, Ross R, et al. (1992) Platelet-
derived growth factor B-chain-like immunoreactivity in the developing and adult
rat brain. BrainRes Dev BrainRes 68: 41–53.
7. Heldin CH, Westermark B (1999) Mechanism of action and in vivo role of
platelet-derived growth factor. Physiol Rev 79(4): 1283–1316.
8. Andrae J, Gallini R, Betsholtz C (2008) Role of platelet-derived growth factors in
physiology and medicine. Genes Dev 22: 1276–1312.
9. International Human Genome Sequencing Consortium (2004) Finishing the
euchrmatic sequence in human genome. Nature 431(7011): 931–945.
10. Silverman JM, Greenberg DA, Altstiel LD, Siever LJ, Mohs RC, et al. (1996)
Evidence of a locus for schizophrenia and related disorders on the short arm of
chromosome 5 in a large pedigree. Am J Med Genet 67(2): 162–171.
11. Straub RE, MacLean CJ, O’Neill FA, Walsh D, Kendler KS (1997) Support for
a possible schizophrenia vulnerability locus in region 5q22-31 in Irish families.
Mol Psychiatry 2(2): 148–155.
12. Shaw SH, Kelly M, Smith AB, Shields G, Hopkins PJ, et al. (1998) A genome-
wide search for schizophrenia susceptibility genes. Am J Med Genet 81(5):
13. Gurling HM, Kalsi G, Brynjolfson J, Sigmundsson T, Sherrington R, et al.
(2001) Genome wide genetic linkage analysis confirms the presence of
susceptibility loci for schizophrenia, on chromosomes 1q32.2, 5q33.2, and
8p21-22 and provides support for linkage to schizophrenia, on chromosomes
11q23.3-24 and 20q12.1-11.23. Am J Hum Genet 68(3): 661–673.
14. DeLisi LE, Mesen A, Rodriguez C, Bertheau A, LaPrade B, et al. (2002)
Genome-wide scan for linkage to schizophrenia in a Spanish-origin cohort from
CostaRica. Am J Med Genet 114(5): 497–508.
15. Devlin B, Bacanu SA, Roeder K, Reimherr F, Wender P, et al. (2002) Genome-
wide multi point linkage analyses of multiplex schizophrenia pedigrees from the
oceanic nation of Palau. Mol Psychiatry 7(7): 689–694.
16. Sklar P, Pato MT, Kirby A, Petryshen TL, Medeiros H, et al. (2004) Genome-
wide scan in Portuguese Island families identifies 5q31-5q35 as a susceptibility
locus for schizophrenia and psychosis. Mol Psychiatry 9(2): 213–218.
17. Herzberg I, Jasinska A, Garcia J, Jawaheer D, Service S, et al. (2006)
Convergent linkage evidence from two Latin-American population isolates
supports the presence of a susceptibility locus for bipolar disorder in 5q31-34.
Hum Mol Genet 15(21): 3146–3153.
18. Sherrington R, Brynjolfsson J, Petursson H, Potter M, Dedleston K, et al. (1988)
Localization of a susceptibility locus for schizophrenia on chromosome 5. Nature
19. Kotecha SA, Oak JN, Jackson MF, Perez Y, Orser BA, et al. (2002) A D2 class
dopamine receptor transactivates a receptor tyrosine kinase to inhibit NMDA
receptor transmission. Neuron 35: 1111–1122.
20. Smits A, Ballagi AE, Funa K (1993) PDGF-BB exerts trophic activity on cultured
GABA interneurons from the newborn rat cerebellum. Eur J Neurosci 5:
21. Othberg A, Odin P, Ballagi A, Ahgren A, Funa K, et al. (1995) Specific effects of
platelet derived growth factor (PDGF) on fetal rat and human dopaminergic
neurons in vitro. Exp Brain Res 105(1): 111–122.
22. Valenzuela CF, Xiong Z, MacDonald JF, Weiner JL, Frazier CJ, et al. (1996)
Platelet-derived growth factor induces a long-term inhibition of N-methyl-D-
aspartate receptor function. J Biol Chem 271(27): 16151–16159.
23. Lei S, Lu WY, Xiong ZG, Orser BA, Valenzuela CF, et al. (1999) Platelet-
derived growth factor receptor induced feed-forward inhibition of excitatory
transmission between hippocampal pyramidal neurons. J Biol Chem 274:
24. Kim HJ, Kim MH, Choe BK, Kim JW, Park JK, et al. (2008) Genetic
association between 5’-upstream single-nucleotide polymorphisms of PDGFRB
and schizophrenia in a Korean population. Schizophr Res 103: 201–208.
25. Kajizuka M, Miyachi T, Matsuzaki H, Iwata K, Shinmura C, et al. (2010)
Serum levels of platelet-derived growth factor BB homodimers are increased in
male children with autism. Prog Neuropsychopharmacol Biol Psychiatry 34:
26. Ishii Y, Oya T, Zheng L, Gao Z, Kawaguchi M, et al. (2006) Mouse brains
deficient in neuronal PDGF receptor-b develop normally but are vulnerable to
injury. J Neurochemistry 98: 588–600.
27. Lewis DA, Hashimoto T, Volk DW (2005) Cortical inhibitory neurons and
schizophrenia. Nature Rev 6: 312–324.
28. Lewis DA, Gonzalez-Burgos G (2006) Pathophysiologically based treatment
interventions in schizophrenia. Nature Med 12: 1016–1022.
29. Gogolla N, Leblanc JJ, Quast KB, Su ¨dhof T, Fagiolini M, et al. (2009) Common
circuit defect of excitatory-inhibitory balance in mouse models of autism.
J Neurodev Disord 1: 172–181.
30. Roach BJ, Mathalon HD (2008) Event-related eeg time-frequency analysis: an
overview of measures and an analysis of early gamma band phase locking in
schizophrenia. Schizophr Bull 34: 907–926.
31. Hall M-H, Taylor G, Sham P, Schulze K, Rijsdijk F, et al. (2009) The early
auditory gamma-band response is heritable and a putative endophenotype of
schizophrenia. Schizophr Bull. 10.1093/schbul/sbp134 (online).
32. Leicht G, Kirsch V, Giegling I, Karch S, Hantschk I, et al. (2010) Reduced early
auditory evoked gamma-band response in patients with schizophrenia. Biol
Psychiatry 67(3): 224–231.
33. Gao Z, Sasaoka T, Fujimori T, Oya T, Ishii Y, et al. (2005) Deletion of the
PDGFR-beta gene affects key fibroblast functions important for wound healing.
J BiolChem 280: 9375–9389.
34. Ishii Y, Matsumoto Y, Watanabe R, Elmi M, Fujimori T, et al. (2008)
Characterization of neuroprogenitor cells expressing the PDGF beta-receptor
within the subventricular zone of postnatal mice. Mol Cell Neurosci 37:
35. Bannon AW, Malmberg AB (2007) Models of nociception: hot-plate, tail-flick,
and formalin tests in rodents. Curr Protoc Neurosci. Chapter 8: Unit 8.9.
36. Kurokawa M, Fujimura K, Sakurai-Yamashita Y (2003) A new-generation
apparatus for studying memory-related performance in mice. Cell Mol
Neurobiol 23(2): 121–129.
PDGFR-b Involvement in Socio-Emotional Development
PLoS ONE | www.plosone.org 11March 2011 | Volume 6 | Issue 3 | e18004
37. Hof PR, Young WG, Bloom FE, Belichenko PV, Celio MR (2000) Comparative
Cytoarchitectonic Atlas of C57BL/6 and 129/Sv Mouse. Amsterdam: Elsevier
38. Phillips JM, Ehrlichman RS, Siegel SJ (2007) Mecamylamine blocks nicotine-
induced enhancement of the P20 auditory event-related potential and evoked
gamma. Neuroscience 144(4): 1314–1323.
39. Neeta PN, Anitha KP, Ramona MR, Kelly LG, Galina PD, et al. (2005) Neural
cell adhension molecule–secreting transgenic mice display abnormalities in
GABAergic interneurons and alteration in behavior. J Neuroscience 25(18):
40. Kwon CH, Luikart BW, Powell CM, Zhou J, Matheny SA, et al. (2006) Pten
regulates neuronal arborization and social interaction in mice. Neuron 50:
41. Elisabeth B, Jia BW (2009) Anti-depressant and anxiolytic like behaviors in
PKCI/HINTI knockout mice associated with elevated plasma corticosterone
level. Neuroscience 10: 132–146.
42. Nabeshima T, Mouri A, Murai R, Noda Y (2006) Animal model of
schizophrenia: dysfunction of NMDA receptor-signaling in mice following
withdrawal from repeated administration of phencyclidine. Ann N Y Acad Sci
43. Moy SS, Nadler JJ, Magnuson TR, Crawley JN (2006) Mouse models of autism
spectrum disorders: the challenge for behavioral genetics. Am J Med Genet C
Semin Med Genet 142C: 40–51.
44. Stahl SM, Buckley PF (2007) Negative symptoms of schizophrenia: a problem
that will not go away. Acta Psychiatr Scand 115: 4–11.
45. Tandona R, Nasrallahb HA, Keshavanc MS (2009) Schizophrenia, ‘‘just the
facts’’ 4. Clinical features and conceptualization. Schizophr Res 110: 1–23.
46. O’Tuathaigh CPM, Kirby BP, Moran PM, Waddington JL (2010) Mutant
mouse models: genotype-phenotype relationships to negative symptoms in
schizophrenia. Schizophrenia Bulletin 6: 271–288.
47. Kalueff AV, Nutt DJ (2007) Role of GABA in anxiety and depression. Depress
Anxiety 24: 495–517.
48. Pollack MH, Jensen JE, Simon NM, Kaufman RE, Renshaw PF (2008) High-
field MRS study of GABA, glutamate and glutamine in social anxiety disorder:
response to treatment with levetiracetam. Prog Neuropsychopharmacol Biol
Psychiatry 32: 739–743.
49. Schmajuk NA, Larrauri JA (2005) Neural network model of prepulse inhibition.
Behavioral Neuroscience 119: 1546–1562.
50. Fendt M, Schwienbacher I, Koch M (2000) Amygdaloid N-methyl- D-aspartate
and gamma-aminobutyric acid(A) receptors regulate sensorimotor gating in a
dopamine-dependent way in rats. Neuroscience 98: 55–60.
51. Hauser J, Rudolph U, Keist R, Mo ¨hler H, Feldon J, et al. (2005) Hippocampal
a5 subunit-containing GABAAreceptors modulate the expression of prepulse
inhibition. Molecular Psychiatry 10: 201–207.
52. Fejgin K, Pa ˚lsson E, Wass C, Finnerty N, Lowry J, et al. (2009) Prefrontal
GABA(B) receptor activation attenuates phencyclidine-induced impairments of
prepulse inhibition: involvement of nitric oxide. Neuropsychopharmacology 34:
53. Turetsky BI, Calkins ME, Light GA, Olincy A, Radant AD, et al. (2007)
Neurophysiological endophenotypes of schizophrenia: the viability of selected
candidate measures. Schizophr Bull 33: 69–94.
54. Swerdlow NR, Geyer MA (1998) Using ananimal model of deficient
sensorimotor gating to study the pathophysiology and new treatments of
schizophrenia. Schizophr Bull 24: 285–301.
55. Geyer MA, McIlwain KL, PaylorR (2002) Mouse genetic models for pre-pulse
inhibition: an early review. Mol Psychiatry 7: 1039–1053.
56. McAlonan GM, Daly E, Kumari V, Critchley HD, van Amelsvoort T, et al.
(2002) Brain anatomy and sensorimotor gating in Asperger’s syndrome. Brain
125(Pt 7): 1594–1606.
57. Perry W, Minassian A, Lopez B, Maron L, Lincoln A (2007) Sensorimotor
gating deficits in adults with autism. Biological Psychiatry 61: 482–486.
58. Schumann CM, Hamstra J, Goodlin-Jones BL, Lotspeich LJ, Kwon H, et al.
(2004) The amygdala is enlarged in children but not adolescents with autism; the
hippocampus is enlarged at all ages. J Neurosci 24: 6392–6401.
59. Suzuki M, Zhou SY, Takahashi T, Hagino H, Kawasaki Y, et al. (2005)
Differential contributions of prefrontal and temporolimbic pathology to
mechanisms of psychosis. Brain 2005 Sep; 128(Pt 9): 2109–2122.
60. Hanlon FM, Weisend MP, Hamilton DA, Jones AP, Thoma RJ, et al. (2006)
Impairment on the hippocampal-dependent virtual Morris water task in
schizophrenia. Schizophrenia Research 87: 67–80.
61. Andersen JD, Pouzet B (2004) Spatial memory deficits induced by perinatal
treatment of rats with PCP and reversal effect of D-serine. Neuropsychophar-
macology 29: 1080–1090.
62. Hofer E, Doby D, Anderer P, Dantendorfer K (2001) Impaired conditional
discrimination learning in schizophrenia. Schizophrenia Res 51: 127–136.
63. Gaigg SB, Dermot M, Bowler DM (2007) Differential fear conditioning in
Asperger’s syndrome: Implications for an amygdala theory of autism.
Neuropsychologia 45: 2125–2134.
64. Satomoto M, Satoh Y, Terui K, Miyao H, Takishima K, et al. (2009) Neonatal
exposure to sevoflurane induces abnormal social behaviors and deficits in fear
conditioning in mice. Anesthesiology 110: 628–637.
65. Vukmir V, Narong S, Evelyne G, David G (2001) PDGF-Receptor expression in
the dorsocaudal brainstem parallels hypoxic ventilatory depression in the
developing rat. Pediatric Research 50(2): 236–241.
66. Peng F, Yao H, Bai X, Zhu X, Reiner BC, et al. (2010) Platelet-derived growth
factor-mediated induction of the synaptic plasticity gene Arc/Arg3.1. Journal of
Biological Chemistry 285: 21615–21624.
67. Shioda N, Moriguchi S, Yamamoto Y, Matsushima T, Sasahara M, et al. (2009)
Changes in hippocampal spine morphology and synaptic plasticity induced by
conditional loss of PDGFR-b are associated with memory impairment in mutant
mice. Neurosci Res 65(Suppl 1): S67.
68. Ploski JE, Pierre VJ, Smucny J, Park K, MMonsey MS, et al. (2008) The activity-
regulated cytoskeletal-associated protein (Arc/Arg3.1) is required for memory
consolidation of pavlovian fear conditioning in the lateral amygdala. J Neurosci
69. Cheng B, Mattson MP (1995) PDGFs protect hippocampal neurons against
energy deprivation and oxidative injury: evidence for induction of antioxidant
pathways. J Neurosci 15: 7095–7104.
70. Zheng L, Ishii Y, Tokunaga A, Hamashima T, Shen J, et al. (2010)
Neuroprotective effects of PDGF against oxidative stress and the signaling
pathway involved. J Neurosci Res 88: 1273–1284.
71. Behrens MM, Sejnowski TJ (2009) Does schizophrenia arise from oxidative
dysregulation of parvalbumininterneurons in the developing cortex? Neuro-
pharmacology 57: 193–200.
72. Kawaguchi Y, Kubota Y (1998) Neurochemical features and synaptic
connections of large physiologically-identified GABAergic cells in the rat frontal
cortex. Neuroscience 85: 677–701.
73. Toledo-Rodriguez M, Blumenfeld B, Wu C, Luo J, Attali B, et al. (2004)
Correlation maps allow neuronal electrical properties to be predicted from
single-cell gene expression profiles in rat neocortex. Cereb Cortex 14:
74. Cardin JA, Carle ´n M, Meletis K, Knoblich U, Zhang F, et al. (2009) Driving
fast-spiking cells induces gamma rhythm and controls sensory responses. Nature
75. Sohal VS, Zhang F, Yizhar O, Deisseroth K (2009) Parvalbumin neurons and
gamma rhythms enhance cortical circuit performance. Nature 459: 698–702.
76. Lee K-H, Williamsa LM, Breakspear M, Gordon E (2003) Synchronous Gamma
activity: a review and contribution to an integrative neuroscience model of
schizophrenia. Brain Res Rev 41: 57–78.
77. Orekhova EV, Stroganova TA, Nygren G, Tsetlin MM, Posikera IN, et al.
(2007) Excess of high frequency electroencephalogram oscillations in boys with
autism. Biol Psychiatry 62: 1022–1029.
78. Rojas DC, Maharajh K, Teale P, Rogers SJ (2008) Reduced neural
synchronization of gamma-band MEG oscillations in first-degree relatives of
children with autism. BMC Psychiatry 8: 66.
79. Lodge DJ, Behrens MM, Grace AA (2009) A loss of parvalbumin-containing
interneurons is associated with diminished oscillatory activity in an animal model
of schizophrenia. J Neurosci 29: 2344–2354.
80. Burbach JP, van der Zwaag B (2009) Contact in the genetics of autism and
schizophrenia. Trends Neurosci 32(2): 69–72.
81. Cheung C, Yu K, Fung G, Leung M, Wong C, et al. (2010) Autistic disorders
and schizophrenia: related or remote? An anatomical likelihood estimation.
PLoS ONE 5(8): e12233.
PDGFR-b Involvement in Socio-Emotional Development
PLoS ONE | www.plosone.org12 March 2011 | Volume 6 | Issue 3 | e18004