Microarray Analysis of Gene Expression Changes in Neuroplastin 65-Knockout Mice: Implications for Abnormal Cognition and Emotional Disorders
Neurosci. Bull.
https://doi.org/10.1007/s12264-018-0251-5
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ORIGINAL ARTICLE
Microarray Analysis of Gene Expression Changes in Neuroplastin
65-Knockout Mice: Implications for Abnormal Cognition
and Emotional Disorders
Huanhuan Li1 • Jiujiang Zeng1 • Liang Huang1 • Dandan Wu1 • Lifen Liu1 •
Yutong Liu2 • Qionglan Yuan1
Received: 26 December 2017 / Accepted: 26 April 2018
Ó The Author(s) 2018
Abstract Neuroplastin 65 (Np65) is an immunoglobulin
superfamily cell adhesion molecule involved in synaptic
formation and plasticity. Our recent study showed that
Np65-knockout (KO) mice exhibit abnormal cognition and
emotional disorders. However, the underlying mechanisms
remain unclear. In this study, we found 588 differentiallyexpressed genes in Np65-KO mice by microarray analysis.
RT-PCR analysis also revealed the altered expression of
genes associated with development and synaptic structure,
such as Cdh1, Htr3a, and Kcnj9. In addition, the expression
of Wnt-3, a Wnt protein involved in development, was
decreased in Np65-KO mice as evidenced by western
blotting. Surprisingly, MRI and DAPI staining showed a
significant reduction in the lateral ventricular volume of
Np65-KO mice. Together, these findings suggest that
ablation of Np65 influences gene expression, which may
contribute to abnormal brain development. These results
provide clues to the mechanisms underlying the altered
brain functions of Np65-deficient mice.
Keywords Neuroplastin 65 Microarray analysis Gene
expression profile Htr3a Wnt
Huanhuan Li, Jiujiang Zeng and Liang Huang have contributed
equally to this work.
Electronic supplementary material The online version of this
article (https://doi.org/10.1007/s12264-018-0251-5) contains supplementary material, which is available to authorized users.
& Qionglan Yuan
1
Department of Neurology, Shanghai Tongji Hospital, Tongji
University School of Medicine, Shanghai 200065, China
2
Department of Radiology, University of Nebraska Medical
Center, Omaha, NE 68198, USA
Introduction
Neuroplastin (Np) is a member of the immunoglobulin (Ig)
superfamily of cell adhesion molecules and exists in two
isoforms, Np65 and Np55 [1]. Np65 contains extracellular
Ig1-2-3 modules, while Np55 only contains extracellular
Ig2-3. Thus, Np65 can be differentiated from Np55 by its
extracellular Ig1. Np55 is expressed in various organs and
cell types, whereas the expression of Np65 is brain-specific
and restricted to neurons.
Np65 undergoes trans- and cis-homophilic bindings as
well as several heterophilic bindings with fibroblast growth
factor receptors, the a1 or a2 subunit of GABAA receptors,
and the basigin-monocarboxylate transporter [2–4]. Np65
has been implicated in the regulation of synaptic plasticity
and the maintenance of excitatory/inhibitory balance.
Antibodies specific for Np65 or recombinant Np65 block
long-term potentiation (LTP) in the hippocampal CA1. The
induction of LTP also increases the expression of Np65 in
postsynaptic densities [5]. In addition, Nptn-deficient
neurons exhibit impaired inhibitory transmission [6].
Previous studies have suggested that Np65 is associated
with cognition and emotional states. Polymorphisms in the
human NPTN gene have been shown to correlate with
cortical thickness and intellectual abilities in adolescents as
well as in patients with schizophrenia [7, 8]. Nptn-deficient
mice exhibit retrograde amnesia, depressive-like behaviors,
and decreased social interactions [9]. In addition, mutation
of the Nptn gene results in deafness in mice, suggesting
that NPTN is a novel deafness gene [10, 11]. We have
previously demonstrated that Np65 knock-out (KO) mice
exhibit enhanced hippocampal-dependent spatial memory
in the Morris water maze and step-through passive
avoidance tests [12], but the underlying mechanisms were
unclear. In this study, we used custom-designed microarray
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Neurosci. Bull.
analysis to profile differentially-expressed genes in Np65KO mice, in order to explain the altered brain functions in
Np65-deficient mice.
before all replicates were combined. Genes with a foldchange of [ 2.0 and a P value \ 0.05 were selected for
Gene Ontology (GO) and pathway analysis.
Gene Ontology and Pathway Analysis
Materials and Methods
Animals
The homozygous Np65-KO mice were obtained from
engineered mouse models; this caused Np65-Ig1 deficiency
in single chromosome as previously described [12]. Wildtype (WT) littermates served as controls. Animals were
housed in a temperature-controlled environment under a 12
h light/dark cycle (08:00–20:00) with food and water
ad libitum. All protocols complied with the National
Institutes of Health Guide for the Care and Use of
Laboratory Animals, and were approved by the Institutional Ethics Committee of Tongji University School of
Medicine, and conformed to Directive 2010/63/EU and
NIH guidelines.
Microarray Experiments
Microarray analysis was performed as previously described
[13]. Briefly, animals were sacrificed after deep anesthesia
with intraperitoneal (i.p.) injection of 1% pentobarbital
sodium (30 mg/kg). Hippocampi from adult Np65-KO
mice (3 months old) and age-matched WT mice (n =
3/genotype) were dissected and immediately frozen in
liquid nitrogen. The samples were stored at -80°C until
use.
Total RNA was extracted from the hippocampal tissue
using TRIzol (15596026, Thermo Fisher Scientific, Waltham, MA) and further purified with an RNeasy Mini Kit
(74104, Qiagen, Hilden, Germany). RNA concentration
and quality were evaluated by spectrophotometry (NanoDrop ND-1000, Thermo Fisher Scientific, Waltham, MA).
One microgram of total RNA was amplified and labeled
with a One-Color Quick Amp Labeling Kit (5190-0442,
Agilent Technologies, Santa Clara, CA). The fluorescencelabeled cRNA was hybridized onto the Whole Mouse
Genome Oligo Microarray (4 9 44K, Agilent Technologies, Santa Clara, CA) using the Agilent Gene Expression
Hybridization Kit (5188-5242, Agilent Technologies, Santa
Clara, CA). Chips were washed and scanned by a
microarray scanner (G2565BA, Agilent Technologies,
Santa Clara, CA). Raw data were then normalized and
analyzed using the GeneSpring GX Software Package
(v11.5, Agilent Technologies). The microarray experiment
was performed with 3 biological and experimental repeats.
Normalized values were used to screen for differentiallyexpressed genes from biological and experimental repeats
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The fold-changes of differential expression were determined by the abundance ratio of Np65-KO and WT mice.
Hierarchical clustering was used to analyze the differentially-expressed genes. GO analysis was applied to analyze
the cellular components, biological functions, and biological processes of the differentially-expressed genes (www.
geneontology.org). Pathway analysis was used to reveal
significant Kyoto Encyclopedia of Genes and Genomes
(KEGG) pathways of the differentially-expressed genes.
Quantitative Real-Time Reverse-Transcription PCR
Quantitative (...truncated)