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Erschienen in: Journal of Neuroinflammation 1/2022

Open Access 01.12.2022 | Research

Captopril alleviates epilepsy and cognitive impairment by attenuation of C3-mediated inflammation and synaptic phagocytosis

verfasst von: Xinyan Dong, Jianchen Fan, Donghui Lin, Xuehui Wang, Haoyu Kuang, Lifen Gong, Chen Chen, Jie Jiang, Ningxiao Xia, Dahong He, Weida Shen, Peifang Jiang, Rong Kuang, Linghui Zeng, Yicheng Xie

Erschienen in: Journal of Neuroinflammation | Ausgabe 1/2022

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Abstract

Evidence from experimental and clinical studies implicates immuno-inflammatory responses as playing an important role in epilepsy-induced brain injury. Captopril, an angiotensin-converting enzyme inhibitor (ACEi), has previously been shown to suppress immuno-inflammatory responses in a variety of neurological diseases. However, the therapeutic potential of captopril on epilepsy remains unclear. In the present study, Sprague Dawley (SD) rats were intraperitoneally subjected to kainic acid (KA) to establish a status epilepticus. Captopril (50 mg/kg, i.p.) was administered daily following the KA administration from day 3 to 49. We found that captopril efficiently suppressed the KA-induced epilepsy, as measured by electroencephalography. Moreover, captopril ameliorated the epilepsy-induced cognitive deficits, with improved performance in the Morris water maze, Y-maze and novel objective test. RNA sequencing (RNA-seq) analysis indicated that captopril reversed a wide range of epilepsy-related biological processes, particularly the glial activation, complement system-mediated phagocytosis and the production of inflammatory factors. Interestingly, captopril suppressed the epilepsy-induced activation and abnormal contact between astrocytes and microglia. Immunohistochemical experiments demonstrated that captopril attenuated microglia-dependent synaptic remodeling presumably through C3–C3ar-mediated phagocytosis in the hippocampus. Finally, the above effects of captopril were partially blocked by an intranasal application of recombinant C3a (1.3 μg/kg/day). Our findings demonstrated that captopril reduced the occurrence of epilepsy and cognitive impairment by attenuation of inflammation and C3-mediated synaptic phagocytosis. This approach can easily be adapted to long-term efficacy and safety in clinical practice.

Graphical Abstract

Hinweise
Xinyan Dong, Jianchen Fan and Donghui Lin contributed equally to this work.

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Abkürzungen
TLE
Temporal lobe epilepsy
Il-1β
Interleukin-1β
Tnf-α
Tumor necrosis factor-α
RAS
Renin–angiotensin system
CNS
Central nervous system
ACEi
Angiotensin-converting enzyme inhibitor
Ang I
Angiotensin I
AT1R
Angiotensin type 1 receptor
LPS
Lipopolysaccharide
SD
Sprague Dawley
KA
Kainic acid
PBS
Phosphate-buffered saline
RNA-seq
RNA sequencing
QC
Quality control
GO
Gene Ontology
KEGG
Kyoto Encyclopedia of Genes and Genomes
GSEA
Gene set enrichment analysis
RT-qPCR
Real-time quantitative polymerase chain reaction
AU
Airy unit
EEG
Electroencephalography
MWM
Morris water maze
NOR
Novel object recognition
PFA
Paraformaldehyde
Gfap
Glial fibrillary acidic protein
Iba1
Ionized calcium-binding adaptor molecule 1
C3
Complement 3
C3ar
Complement 3a receptor
Cd68
Macrophage antigen Cd68
Syn
Synapsin 1/2
SE
Standard error
Mmp9
Matrix metalloproteinase 9
Timp1
TIMP metallopeptidase inhibitor 1
BBB
Blood–brain barrier

Introduction

Epilepsy is a brain dysfunction disease characterized by sudden abnormal high-frequency discharges in local brain lesions and spread to surrounding tissues [1]{Cihan, 2018 #7}, which may be accompanied by transient movement, sensory, conscious, and autonomic nerve dysfunction. Temporal lobe epilepsy (TLE), which originates in the hippocampus or amygdala, is the most prevalent form of seizure, accounting for 60% of the overall incidence of epilepsy [2]. If not treated immediately, severe neurological damage associated with epilepsy increases, including the development of cognitive comorbidities, such as hippocampal-dependent spatial learning and memory deficits [3]. Current therapeutics (such as carbamazepine, sodium channel blockers, etc.) for epilepsy aim to inhibit the abnormal discharge of neurons to control the initiation and progression of seizures. Unfortunately, about one-third of patients still fail to achieve control and evolve into drug-resistant epilepsy, manifested by multiple seizures types and progressive cognitive and developmental deterioration [4]. Therefore, it is essential to find new therapeutic targets for epilepsy and its related comorbidities [5].
It is becoming clear that brain inflammation promotes neuronal hyperexcitability and seizures. Dysregulation in the glia immune-inflammatory function is a common factor in the human brain and experimental epilepsy models [6]. Onset of epileptogenesis is strongly interconnected with the production of proinflammatory cytokines in microglia and astrocytes, including interleukin-1β (Il-1β), Il-6, tumor necrosis factor-α (Tnf-α) and other cytotoxic factors, which initiate further inflammatory cascades and contribute to impairment of neuronal function [79]. Moreover, microglia and astrocytes undergo structural remodeling towards proinflammatory phenotypes under the stimulation of inflammatory factors [10] and dysfunctional of energy homeostasis in astrocytes can contribute to neuronal hyperexcitability in the pathophysiological processes that lead to the development of epilepsy [11]. Chronically activated astrocytes and microglia are prominent features of epileptic foci that can irreversibly damage the brain, contributing to the pathophysiology of epilepsy and cognitive impairment [12, 13]. Consequently, targeting molecules with activation of glial cells and production of inflammatory factors is currently in development as promising antiepileptogenic therapeutic approach.
Accumulated evidence shows that the complement system plays a critical role in glia-mediated effects during physiological and pathological processes of neuro-immune diseases [14, 15]. Recent studies also prove that RNA transcripts and protein levels of C1q and C3 are increased in the hippocampus of patients and animal models of epilepsy [16]. The complement components C1q and C3 mediate synapse elimination during development and neurodegeneration through C3-dependent microglia phagocytosis [16, 17]. In this signaling pathway, complement protein C3 splits into C3a and C3b. C3a covalently binds to the specific receptor C3ar located on the surface of macrophages and microglia, exerting a series of inflammatory reactions including synaptic phagocytosis and the release of proinflammatory factors and chemokines, which can directly cause neuronal damage and cell death in the diseases [18, 19].
Although the relationship between epilepsy and inflammation has been well established, attempts to prevent epileptogenesis by modulating various inflammation and immune-related abnormalities have had only limited success. Research shows that the renin–angiotensin system (RAS) system participates in producing inflammatory cytokines both in the peripheral and central nervous system (CNS) [20]. Angiotensin-converting enzyme (ACE) converts angiotensin I (Ang I) to Ang II, which stimulates angiotensin type 1 receptor (AT1R) on the surface of astrocytes and microglia resulting in enhanced production and release of multiple proinflammatory factors [21]. It has been established that Ang II levels are elevated in epilepsy, causing dysregulation of the neuronal–microglial signaling and production of proinflammatory factors Tnf-α [22]. Ang II also stimulates several cellular inflammatory responses, including increased expression of vascular cell adhesion molecule 1 (Vcam-1), Il-1β, CC chemokine ligand (Ccl) 2 and Ccl5, thus leading to an accumulation of immune cells [23]. Treatment of angiotensin-converting enzyme inhibitors (ACEi) can prevent proconvulsant activation exerted by Ang II, thus reducing the detrimental consequences resulting from epilepsy [24]. Captopril is one of the ACEis that reduces the formation of Ang II and exerts beneficial anti-inflammatory effects in lipopolysaccharide (LPS)-treated glial culture [25]. Continuous blocking AT1R was effective against neuronal loss and exerted neuronal protection in the hippocampus in rats with epilepsy [26, 27]. However, the specific effects and molecular mechanisms of ACEis on immuno-inflammatory responses during epilepsy remain obscure [28, 29]. Interestingly, the latest research has demonstrated that ACE can directly cleave the downstream product C3f of C3 through two homologous catalytic activity domains (N- and C-domains). The cleavage of C3f inversely promotes the synthesis of complement C3, which was significantly suppressed in ACE knockout mice [30]. In addition, ACE inhibition by systemic administration of captopril ameliorated cognitive function and neurodegeneration in several Alzheimer’s disease (AD) models by reducing the expression of complement protein C3 [31]. Therefore, studying the effects of ACE inhibitors on the C3-dependent glial activation is of great significance for the clinical medication for epilepsy.
In the present study, we identified captopril as a potential complement signaling blocker and tested its efficacy in preventing epilepsy and cognitive impairment. We found that the captopril treatment significantly protected rats from long-term complications of epilepsy. Mechanistically, continuous captopril therapy inhibited glial activation and aberrant synaptic phagocytosis in the hippocampus by reducing complement C3–C3ar expression in epilepsy. Furthermore, when C3a, an active cleavage product of C3, was administered intranasally, we found the beneficial effects of captopril on the prevention of epilepsy and its related complications were partially blocked. This result indicated a causal relationship wherein the therapeutic effects of captopril treatment were mediated by suppressing the C3–C3ar signaling pathway. Taken together, these data suggest that hyperactivation of C3–C3ar is critical for the detrimental effects associated with synaptic phagocytosis in epilepsy. Thus presenting pharmacological inhibition of C3–C3ar through ACEi is a promising target for the treatment of epilepsy and cognitive complications.

Materials and methods

Animals and seizure monitoring

Animal protocol was in accord with the guidelines of Zhejiang University Animal Care. Male Sprague Dawley (SD) rats (120–140 g) were purchased from Shanghai SLAC Laboratory Animal Co., Ltd (certificate: SCXK 2017-0005) and were raised at room temperature of 22 ± 1 °C with food and water ad libitum.
Rats were randomly divided into 3 groups: control group (with saline intraperitoneal (ip) injection), KA group (with 14 mg/kg kainite acid (ab120100, Abcam, USA) ip injection), and KA + Cap group (with 50 mg/kg captopril ip injection). Seizure severity was rated by the Racine scale: category 1, immobility and facial twitch; category 2, head nodding; category 3, forelimb clonus; category 4, rearing; and category 5, rearing and falling. The onset of seizures was defined as the beginning of category 4–5 seizures. Seizures were terminated by 0.1% diazepam (10 mg/kg) after 3 h. If the animals did not develop category 4–5 seizures, every 1 h after a KA injection, an additional injection at 50% of the initial dose was given until they developed stage 4–5 seizures. If the animals did not develop stage 4 seizures after 2 additional applications of KA, they were excluded from the subsequent study.
The model of epilepsy has been described extensively [32]. Epilepsy develops after nonconvulsive status epilepticus lasting for at least 3 h, initially induced by 14 mg/kg KA injection intraperitoneally. Recurrent seizures usually start 1 week after the induction of status epilepticus and can last for at least up to 2 months. The baseline of epilepsy in each rat is stable and reproducible, and seizures do not occur in clusters, as assessed by measuring the frequency and duration of EEG ictal events from week 2 to 7 after the development of status epilepticus. This feature is a key prerequisite for reliable pharmacological studies.

Systemic captopril administration

Captopril (C4042, Sigma, USA) was freshly prepared in 0.9% NaCl. The KA-injected rats received daily doses of vehicle (0.9% NaCl) or captopril (50 mg/kg by ip injection from the 3rd day after the KA injection) for 7 weeks. Rats were weighed weekly. The selection of captopril dosing was based on previous studies [3335].

Intranasal treatment of C3a

Purified human C3a peptide (A113, Complement Technologies, USA) was diluted in sterile phosphate-buffered saline (PBS) to a concentration of 200 nM, and a total of 20 μL (10 μL/nostril; corresponding to 1.13 mg/kg body weight) of PBS was given intranasally (in) to awake, hand-restrained rat held in a supine position. Solutions were administered through a pipette tip, drop-wise into 5-μL portions at a time interval of 1 min to allow for absorption [36]. C3a or PBS was given daily from Day 3 to 49 after the KA induction and along with the captopril treatment. Rats were assigned to C3a or PBS treatment using randomization stratified by body weight to avoid potential confounding effects of body weight on behavioral performance. The investigation carrying out behavioral studies and data analysis were blinded to the treatment group.

Total RNA isolation and quantitative polymerase chain reaction

Total RNA was extracted from the samples using TRIzol (10296010, Invitrogen, USA), according to the manufacturer’s instructions. The total RNA was quantified using a spectrophotometer (Nanodrop 2000, Thermo Fisher, USA). All the samples presented 260/280 nm ratios between 1.8 and 2.0.
RNA samples of the hippocampus from 3 rats from each group were collected and sent to WuHan Bioacme Biological Technologies Corporation (Wuhan, China). After the initial Quality Control (QC) assessment (RNA concentration and integrity were assessed by the Nanodrop spectrophotometer, the samples presented 260/280 nm ratios between 1.8 and 2.0. Later, RNA integrity was assessed by an Agilent Bioanalyzer Nano-ChIP, relative integrity index (RIN) of RNA samples were ≥ 9). The mRNA was then enriched by oligo (dT) beads. After concentrations were determined with an adaptor-specific q-PCR kit, equimolar samples were pooled and clustered for sequencing on the HiSeq2000 (Illumina, USA).
The fragments per kilobase of transcript per million mapped reads were used to estimate gene expression levels in each sample. Differential gene analysis was carried out using the DESeq2 package in the R environment [37]. Differences with p value < 0.05 and log2 |fold change|> 1 were considered significant. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were performed using DAVID (https://​david.​ncifcrf.​gov/​) on the rat genome. The gene set enrichment analysis (GSEA) was performed using the ranked list of genes based on the log-fold change.

Primer design and real-time quantitative PCR (RT-qPCR)

Gene sequences were obtained from the Ensemble Genome Browser database and primer pairs were designed aligned in different exons using Primer 3 (Table. 1). Quality and specificity were evaluated using Primer-BLAST, respectively. Primers were synthesized by IDT—Integrated DNA Technologies (Sangon Biotech).
Table 1
Sequences of the primers
Gene
Primer
Sequence
Il-1β
Forward
TGACTCGTGGGATGATGACG
 
Reverse
AGGCCACAGGGATTTTGTCG
Tnf-α
Forward
ATGGGCTCCCTCTCATCAGT
 
Reverse
CAAGGGCTCTTGATGGCAGA
Il-18
Forward
GAGCTGGAGGACAAGGGAAC
 
Reverse
GCCCGTTATGGTGGACAGAA
Ccl2
Forward
GCCTGTTGTTCACAGTTGCT
 
Reverse
ACCCATTCCTTATTGGGGTCAG
Ccl3
Forward
TGCTGCTTCTCCTATGGACG
 
Reverse
AGATCTGCCGGTTTCTCTTGG
Cxcl13
Forward
CAGTGGCAGGGATTCACTTCA
 
Reverse
ACTTGGGGACACCCTTTAGC
C3
Forward
TGGGCAAGACAGTCGTCATC
 
Reverse
TCCATCAGCACTTTTCGGCT
C3ar
Forward
ACTGGCCCTATGGCTTGTTC
 
Reverse
TCATCCGGGAAATCATGGGC
Iba1
Forward
GCCAGAGCAAGGATTTGCAG
 
Reverse
CGTCTTGAAGGCCTCCAGTT
Gfap
Forward
TGGCCACCAGTAACATGCAA
 
Reverse
GAGTGCCTCCTGGTAACTCG
β-actin
Forward
ATATCGCTGCGCTCGTCGT
 
Reverse
GAGGCATACAGGGACAACACA
Reverse transcription reaction was carried out with total RNA from all samples using the PrimeScript™ RT reagent Kit (RR037A, Takara Bio, Japan) according to the manufacturer’s instruction. RT-qPCR was performed using the LightCycler® 480 Instrument II (Roche, Switzerland) and the protocol of the TB Green® Premix Ex Taq™ (RR420A, Takara Bio, Japan), and the cycling conditions were as follows: an initial 30 s denaturation at 95 °C and 35 cycles (5 s at 95 °C and 40 s at 60 °C). The efficiency of the primers was verified through a dilution series curve. The housekeeping gene β-actin was selected as a reference gene. Transcript levels were normalized using the control group as the calibrator. All samples were run into triplicates, and the results were analyzed using the 2(−ΔΔCt) method.

Immunostaining and image analysis

After perfusion with 4% paraformaldehyde (PFA), the rat brains were fixed with 4% PFA overnight at 4 °C and then transferred into 30% sucrose solution. Brain sections (30 μm) were cut using a sliding microtome (HM525, Microm, Germany) and stored at − 20 °C in a cryoprotectant. For each experiment, 3–4 corresponding sections between 4.56 and 3.60 mm posterior from the bregma in one hemisphere of the rat brain were collected from 3 animals per group. After washing in PBS, sections were blocked with QuickBlock™ blocking buffer for immunol staining (P0260, Beyotime, China) for 1 h and then were incubated in primary antibody diluted in the blocking solution overnight at 4 °C (mouse anti-Cd68, 1:100, ab955, Abcam, UK; rabbit anti-Iba1, 1:1000, PTR2404, Wako, Japan; chicken anti-Gfap, 1:1000, ab5541, Abcam, UK; mouse anti-C3, 1:1000, sc-28294, Santa Cruz, USA; mouse anti-C3ar, 1:100, HM3028, Hycult, USA; guinea pig anti-Synapsin1/2, 1:1000, 106,004, Synaptic Systems, Germany). After washing, the sections were incubated with corresponding secondary antibodies: Alexa 488-conjugated goat anti-mouse IgG (1:1000, A21121, Invitrogen, USA), Alexa 568-conjugated goat anti-guinea pig IgG (1:1000, A11075, Invitrogen, USA), Alexa 568-conjugated goat anti-chicken IgG (1:1000, A11041, Invitrogen, USA) or Alexa 647-conjugated goat anti-rabbit IgG (1:1000, A32733, Invitrogen, USA) for 2 h at 37 °C temperature; then mounted with DAPI solution after the final wash. The sections were imaged by a laser scanning spectral confocal microscope (TCS SP8, Leica Microsystems, USA).

Analysis of glia morphology and interaction

Confocal images of microglia (Iba1) and astrocytes (Gfap) were collected with Z-stack (optical slices of 1 μm) using 20 × objective. Images were acquired using a 2 airy unit (AU) pinhole while holding constant the gain and offset parameters for all sections and rats per experiment. Images were taken from three animals in each group. Three sections from each animal were examined. The number of glia was counted stereologically [38].
To quantify the morphology of the glial cell, Iba1-positive microglia were imaged under a 63 × oil objective using the confocal microscope at a step size of 0.5 μm. The image background was subtracted and microglia morphology was analyzed using the AnalyzeSkeleton in ImageJ (NIH, USA) [39]. Images were taken from three animals in each group and three sections from each animal for microglia counting. At least 12 randomly chosen microglia in the CA1 per animal were analyzed.
To quantify the percentage of astrocytes contacted by microglia, Z-series stacks of confocal images of Gfap+ cells and Iba1+ cells were taken. The projection images were traced and were analyzed with ImageJ. Briefly, images were acquired at 1 μm Z-stack intervals. Gfap-positive fluorescence intensity with cell bodies contacting microglia processes or cells were counted using ImageJ-3D reconstruction with a 10 μm, 30 μm and 50 μm diameter distance from the microglia cell body, respectively. At least 10 randomly chosen Iba1+ cells in the CA1 per animal were analyzed.

Synaptic puncta staining and analysis

Phagocytic microglia were identified by immunolabeling with Cd68. Colabeling of lysosomal marker Cd68 and Synapsin1/2 was used to image the successful progress from microglial phagocytosis. The intensity of Cd68+ and Synapsin1/2 clusters within microglia was measured using ImageJ [40]. Briefly, brain sections were co-immunostained with the anti-Synapsin1/2, anti-Iba1 and anti-Cd68 antibodies. Sections were imaged with the 63 × objective oil with 2 × zoom using the confocal microscope at 0.5 μm Z-stack step. Image background was subtracted using ImageJ, and microglia and synapsin intensity were calculated using Plot Profile in ImageJ.
Synaptic puncta were quantified as previously described. All confocal images of Synapsin1/2 were acquired with Z-stack (step at 0.5 μm) using 63 × objective with 2 × zoom. Analysis was performed using ImageJ. Images were acquired using a 1 AU pinhole while holding constant the gain and offset parameters for all sections and rats per experiment. All contrasting images were adjusted to the same threshold for the analysis. Post-analysis images were adjusted for brightness and contrast across the entire image for presentation.

Electroencephalography (EEG) recording

The rats were monitored for seizures by weekly video-EEG recording sessions from week 2 to 7 after KA administration (Fig. 1A). For the surgical implantation of epidural electrodes, rats were anesthetized with 10% chloral hydrate in a stereotaxic frame 3 days after KA administration. For cortical EEG recordings, we implanted recording electrode on the left side of the rats (AP: − 4.08 mm; ML: 3.6 mm; DV: − 0.8 mm). Two screws were placed on the right and inferior sides of the cerebellum’s skull to serve as reference and ground electrodes for EEG recording. All screws were soldered on electronic pins and were secured with dental cement. After the surgery, rats were allowed for 7 days of recovery before EEG recording. Rats were acclimated in cylindrical 10-inch-diameter acrylic cages for at least 1 day before monitoring with a digital video-EEG acquisition system (Spike 2, CED, UK). EEG was acquired using standard alternating current amplifiers with no bandpass filters. Rats were monitored continuously for the 7 weeks, and EEG was synchronized with video recording continuously for 8 h/day. Video-EEG data were analyzed by two independent trained observers. All EEG data from each monitoring session were reviewed for electrographic seizures, and video was analyzed as needed to confirm behavioral correlates of electrographic seizures and to rule out sources of artifacts. Electrographic seizures were identifiable as the discrete periods of repetitive, evolving spike discharges that lasted at least 30 s. In addition, interictal spikes were identified and defined as a fast (200 ms) epileptiform waveform that was at least twice the amplitude of the background activity [41]. Seizure frequency (number of seizures per 8 h period) and total seizure duration (per 8 h period) were counted.

Behavioral analysis

A metallic Y-maze comprising 3 arms forming the Y shape was used to estimate the short-term memory in the present investigation. Each arm was 35 cm long, 25 cm high, and 10 cm wide and was positioned at 120° extending from a central platform. Each rat was placed on the central platform and allowed to move freely through the maze for 8 min. The total number and direction of arm entries were recorded. Nonoverlapping entrance sequences were defined as spontaneous alternations. The percentage of spontaneous alternation behavior was calculated as the ratio of actual alternations to possible alternations multiplied by 100. The maze was cleaned with 70% ethanol after each rat was tested to remove any olfactory cues that may have resulted in erroneous observations.
The Novel object recognition (NOR) task is a commonly used behavioral assay to investigate various aspects of learning and memory. Rats were habituated to the environment on the morning of behavior day 1, and then they were introduced to two identical objects and allowed to explore them for 5 min. Twenty-four hours following the training trial, one of the objects was replaced with a novel object (which differed in color, shape and size), and rats were allowed a 5-min exploratory trial. The duration spent investigating each object and the discrimination index (novel/familiar) were calculated.
The Morris water maze (MWM) test records the learning capacity and visuospatial memory of animals. A large circular pool made of stainless steel (150 cm in diameter and 60 cm in height) was used in the present study. The pool was half-filled with water maintained at room temperature and divided arbitrarily into four equal quadrants with the help of two threads that were perpendicular to each other and fixed to the rim of the pool. A submerged platform (10 cm in width, 28 cm in height), painted in black, was put inside the target quadrant of this pool 2 cm below the water surface. During the four subsequent days, the rats underwent three trials per day with the platform in place. For each training trial, rats were placed in the water facing the pool wall in different pool quadrants, with an interval of at least 30 min between the trials. The maximum time for each trial was 60 s. When a rat located the platform, it was permitted to remain on it for 10 s. If the rat did not locate the platform within 60 s, it was gently guided onto the platform and was placed on the platform for 10 s. The mean escape latency (MEL) time taken by each rat to find the hidden platform was recorded for each rat during each of the trials performed over the four testing days and was used as an index of acquisition or learning. On the fifth day, the platform was removed from the pool and rats were allowed to swim for 60 s to search for the previously acquired information. The time spent by each rat in the target quadrant in which the hidden platform was previously placed, was recorded as the escape latency.

Statistical analysis

GraphPad Prism 8.0 software (GraphPad Software Inc, USA) was used for graphing and analysis. Two-way ANOVA with Dunnett’s post hoc test was used to determine significance between time curves of different groups in the MWM test. Student’s t test was used to compare differences between two groups, and one-way ANOVA with Tukey’s post hoc test was used for multiple groups. Data in this study are presented as mean ± standard error (SE). Each experiment was performed with at least 3 biological replicates, and p < 0.05 was considered statistically significant.

Results

Captopril treatment prevents kainate-induced epilepsy

We established a KA (ip injection of 14 mg/kg KA) induced chronic epilepsy model to evaluate the effects of captopril on preventing the development of epilepsy. Captopril at a dose of 50 mg/kg/day was administered intraperitoneally from the 3rd day after the KA induction (Fig. 1A). Electroencephalogram (EEG) was recorded from week 2 to 7, and the typical records of seizures in KA and KA + Cap groups in the 7th week are shown in Fig. 1B. The EEG results indicated that 50 mg/kg captopril treatment significantly reduced the frequency of recurrent seizures from weeks 2 to 7, as shown in Fig. 1C (*p < 0.05 and **p < 0.01, with an average of 0.94 vs. 2.53, KA + Cap vs. KA group). Furthermore, captopril treatment reduced the seizure duration in both 2 and 7 weeks following the KA induction (2 weeks: **p < 0.01, 169.40 ± 73.07 vs. 519.00 ± 81.34; 7 weeks: *p < 0.01, 19.50 ± 12.69 vs. 337.00 ± 93.10, KA + Cap vs. KA group, Fig. 1D).

Captopril treatment ameliorates the epilepsy-associated cognitive impairment

To determine the effects of captopril on the epilepsy-associated cognitive deficits, we assessed the hippocampal-dependent short-term learning and memory performance by Y-maze and NOR test (Fig. 2A, D). The KA group exhibited memory deficits in Y-maze and NOR test, compared to the control group, which were evident from the significant reduction of the ratio of discrimination index in the NOR test (##p < 0.01, 0.43 ± 0.04 vs. 0.60 ± 0.02, KA vs. control group, Fig. 2B, C) and the alternation score in the Y-maze test (#p < 0.05, 63.22 ± 4.46% vs. 79.65 ± 4.16%, KA vs. control group, Fig. 2D, E). Moreover, captopril treatment markedly improved the ratio of discrimination index to the control level in the NOR test (**p < 0.01, 0.61 ± 0.02 vs. 0.43 ± 0.04, KA + Cap vs. KA group, Fig. 2B, C) and the alternation score in the Y-maze test, compared to the KA group (*p < 0.05, 83.35 ± 4.20% vs. 63.22 ± 4.46%, KA + Cap vs. KA group, Fig. 2D, E). Thus, captopril attenuated the KA-induced impairment in short-term memory.
Spatial learning and memory were tested using MWM 7 weeks after the KA induction. An average of three trials held each day for each group was recorded. The time escape latency in control, KA and KA + Cap groups were decreased over successive days, which showed no obvious difference on the training day 1–4 (control: 28.71 ± 3.57 s; KA: 33.22 ± 5.48 s; KA + Cap: 27.15 ± 5.20 s, Fig. 2F). On the probe test day, KA group revealed a significant decrease in the time spent in the target quadrant, where the platform was previously located, compared to the control group. Typical swimming route paths for each group are shown in Fig. 2G. The KA + Cap group spent more time in the target quadrant compared to the KA group (#p < 0.05, 0.23 ± 0.01 s vs. 0.33 ± 0.04 s, KA vs. control group; *p < 0.05, 0.33 ± 0.03 s vs. 0.23 ± 0.01 s, KA + Cap vs. KA group, Fig. 2H). These data indicate that the KA-induced cognitive decline is ameliorated by captopril treatment.

Captopril treatment suppresses phagocytosis and inflammatory responses in the hippocampus 9 weeks after the KA induction

To gain a deeper understanding of the molecular mechanisms underlying the effects of captopril treatment, we performed RNA sequencing (RNA-seq) analysis using the hippocampal tissues from the control, KA and KA + Cap groups 9 weeks after the KA induction. We identified 692 differentially expressed genes (DEGs, adjusted p < 0.05, 517 up and 175 down) in the KA group, compared to the control group, and 371 DEGs (130 up and 241 down) in the KA + Cap group, compared to the KA group (Fig. 3A, B). Further cross-genotype comparisons showed that captopril treatment reversed about one-third of the DEGs compared to the KA and control group (Fig. 3C). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analysis of the DEGs revealed a significant down-regulation of various immune pathways in the KA + Cap group, including inflammatory response, immune response, phagocytosis, complement and coagulation cascades, etc. (Fig. 3D). To explore potential mechanisms related to the effects of captopril treatment, we analyzed the known and predicted protein interactions of these different genes. The results showed that the central regulatory proteins of these genes include Cd68, Cd44, Ccl2, matrix metallopeptidase 9 (Mmp9) and tissue inhibitor of metalloproteinases 1 (Timp1), all of which are associated with the glia activation-related immune and inflammatory responses (Fig. 3E).
To investigate the enrichment of DEGs between the KA and KA + Cap group, we performed GSEA assay, a robust computational method that determines whether an a priori-defined set of genes shows statistical significance, concordant difference between the 2 groups. In the KA group, the genes related to the phagocytosis signaling pathway (rno 04145), the complement system (rno 04610) and cytokine–cytokine receptor interaction (rno 04060) were up-regulated compared to the control group (NES = 1.90, FDR = 0.01; NES = 2.01, FDR = 0.01; NES = 1.80, FDR = 0.13), which were significantly down-regulated by captopril treatment (NES = − 1.53, FDR = 0.25; NES = − 1.92, FDR = 0.16; NES = − 1.52, FDR = 0.21). Noticeably, the changes in phagocytosis were more significant than that of inflammatory cytokines (Fig. 4A).
Most significantly down-regulated genes by captopril treatment were immune response-related genes. These DEGs can be divided explicitly into phagocytosis related genes, such as C1r, C3, Itga5, Itgβ2, etc. (Fig. 4B); complement system signaling pathway genes, such as C1q, C3, C3ar1, Cd68, etc. (Fig. 4C) and chemokine genes, such as Ccl2, Ccl3, Ccl7, Cxcl13, etc.; cytokine genes, such as Il-18, Il-1β and cytokine receptor genes, such as Il-1r, etc. (Fig. 4D).
To confirm the reliability of the expression profiles generated by the RNA-seq and DEGs analysis, qRT-PCR was performed to validate the expression of the typical significantly up-regulated genes. Microglia and astrocytes activation is associated with increased proinflammatory cytokines, including Il-1β, Il-18 and Tnf-α, and chemokines, such as Ccl2, Ccl3 and Cxcl13, all of which were elevated in the hippocampus of the KA group. Captopril treatment significantly lowered the KA-induced transcriptional levels of cytokine, consistent with the results from the RNA-seq experiments (Il-1β: ***p < 0.001, 1.74 ± 0.15 vs. 3.09 ± 0.42; Il-18: *p < 0.05, 2.23 ± 0.54 vs. 3.95 ± 0.38; Tnf-α: *p < 0.05, 1.24 ± 0.12 vs. 1.66 ± 0.05; Ccl2: **p < 0.01, 1.61 ± 0.34 vs. 13.80 ± 3.77; Ccl3: ***p < 0.001, 1.93 ± 0.45 vs. 5.19 ± 0.50, KA + Cap vs. KA group, Fig. 4E).

Captopril treatment reduces the activation of astrocytes and microglia in the hippocampus 9 weeks after the KA induction

Given that microglia and astrocytes are the main cell types exerting inflammatory and immune responses in the brain, we performed qRT-PCR and immunofluorescence staining for microglia and astrocyte marker genes to investigate the effects of captopril on glial activation in the hippocampus 9 weeks after the KA induction when recurrent seizures were supposedly formed. We found that the mRNA expression of Iba1 and Gfap was significantly increased in the hippocampus in the KA group, which were almost totally reversed by captopril treatment (Iba1: ##p < 0.01, 1.65 ± 0.09 vs. 1.00 ± 0.13, KA vs. control group; **p < 0.01, 0.99 ± 0.14 vs. 1.65 ± 0.09, KA + Cap vs. KA group; Gfap: ###p < 0.001, 4.04 ± 0.46 vs. 1.00 ± 0.10, KA vs. control group; ***p < 0.001, 1.51 ± 0.36 vs. 4.04 ± 0.46, KA + Cap vs. KA group, Fig. 5A). The quantitative analysis of immunostaining in the hippocampal CA1 area revealed that captopril treatment markedly decreased GFAP+ and Iba1+ cell numbers and area compared to the KA group, which was consistent with the results from the qRT-PCR analysis. (Gfap: *p < 0.05, 49.33 ± 3.38 vs. 72.33 ± 5.23; **p < 0.01, 4.11 ± 0.30 vs. 17.74 ± 1.19, KA + Cap vs. KA group; Iba1: **p < 0.01, 51.33 ± 1.45 vs. 72.00 ± 3.51; **p < 0.01, 2.75 ± 0.34 vs. 5.40 ± 0.41, KA + Cap vs. KA group, respectively, Fig. 5B–D).
In addition, we found that microglia in the KA group underwent a morphological change from a “resting” ramified phenotype to an “activated” bushy phenotype. Sholl analysis of astrocyte microglia morphologies using the ImageJ software showed reduced branch number and branch length in the KA group. Noticeably, these phenotypes were reversed by captopril treatment (***p < 0.001, 33.83 ± 1.49 vs. 17.08 ± 0.77; 70.80 ± 4.69 vs. 27.78 ± 2.78 KA + Cap vs. KA group, Fig. 5E, F).
Double immunostaining of astrocytes and microglia showed that they had a tendency to approach each other in the KA group, indicated by the fluorescence intensity of Gfap at different distances of 10, 30 and 50 μm from the center of microglia, which was significantly restored by the captopril treatment (10 μm: ***p < 0.001, 608.10 ± 21.17 vs. 1323.00 ± 111.70; 30 μm: ***p < 0.001, 5570.00 ± 254.30 vs. 11,513.00 ± 637.5; 50 μm: ***p < 0.001, 15,584.00 ± 619.8 vs. 33,367.00 ± 2269.00, KA + Cap vs. KA group, Fig. 6A, B). Taken together, these data suggest a pivotal role for captopril in ameliorating the KA-induced glial cell activation and contact in the hippocampus.

Captopril treatment attenuates the KA-induced glial activation through C3–C3ar negative expression in the hippocampus 9 weeks after the KA induction

To investigate the role of C3–C3ar signaling in immune regulation and glial activation, we examined the mRNA expression of C3 and C3ar in the hippocampus 9 weeks after the KA induction. The results of RT-qPCR showed that mRNA expression of C3 and C3ar was increased in the KA group, which was almost completely abolished by captopril treatment (C3: ###p < 0.001, 11.02 ± 2.53 vs. 1.00 ± 0.19 KA vs. control group; **p < 0.01, 2.81 ± 0.59 vs.11.02 ± 2.53, KA + Cap vs. KA group; C3ar: ##p < 0.01, 1.71 ± 0.11 vs. 1.00 ± 0.67, KA vs. control group; *p < 0.05, 1.16 ± 0.14 vs. 1.71 ± 0.11, KA + Cap vs. KA group, Fig. 7A).
Consistent with the elevated C3 and C3ar mRNA in the hippocampus, we detected a drastic increase of C3 intensity in the CA1, which was concentrated in the Gfap+ astrocytes in the KA group (Fig. 7B). In addition, the C3ar intensity in the CA1 area was significantly increased, concentrated in Iba1+ microglia (Fig. 7D). Noticeably, both C3 and C3ar co-localized signals with astrocytes or microglia were significantly attenuated after captopril treatment (***p < 0.001, C3 intensity: 43.16 ± 6.56 vs.113.80 ± 9.25; C3 in Gfap: 8.38 ± 1.28 vs. 53.98 ± 5.42; C3ar intensity: ***p < 0.01, 54.43 ± 4.60 vs. 96.64 ± 8.27; C3ar in Iba1: 1.91 ± 0.24 vs. 8.82 ± 0.71, KA + Cap vs. KA group, Fig. 7E, F). Co-immunostaining of C3 and Iba1 revealed no positive C3 protein signal in Iba1-positive microglia (Fig. 7 C). These results suggest that captopril attenuates epilepsy-related astrocyte and microglia activation and the production of proinflammatory cytokines through the C3–C3ar signaling pathway.

Captopril treatment reduces microglia-mediated synaptic phagocytosis in the hippocampus 9 weeks after the KA induction

The complement pathway has been implicated in microglia-mediated synapse pruning. The activation of C3 receptors on microglia triggers their activation and synaptic elimination by phagocytosis [42]. To further characterize the effects of captopril treatment on microglia phenotype, Cd68 and Iba1 double staining were conducted to identify phagocytic microglia (Fig. 8A). Quantification of Cd68 immunoreactivity revealed that captopril treatment dampened the proportion of Cd68-positive microglia in the hippocampal CA1 area (***p < 0.001, 21.48 ± 6.13% vs. 74.90 ± 3.57%, KA + Cap vs. KA group; ###p < 0.001, 74.90 ± 3.57% vs. 30.74 ± 2.03%, KA vs. control group, respectively, Fig. 8B, C). To investigate whether captopril treatment attenuated total synaptic loss in the model, we quantified the synapsin immunoreactivity in the hippocampal CA1 (Fig. 8D), where it showed a significant reduction of synapsin positive signals in the hippocampal CA1 area in the KA group, compared to the control group (###p < 0.001, pyramidale layer: 58.42 ± 5.51 vs. 93.88 ± 2.68; radiatum layer: 69.73 ± 6.96 vs. 124.00 ± 5.17, KA vs. control group, Fig. 8E). Captopril treatment significantly ameliorated the KA-induced synaptic loss indicated by an elevated synapsin immunoreactivity in both the pyramidale and radiatum layers, compared to the KA group (***p < 0.001, pyramidale layer: 101.30 ± 19.58 vs. 58.42 ± 5.51; radiatum layer: 132.70 ± 8.32 vs. 69.73 ± 6.96, KA + Cap vs. KA, Fig. 8E). Together, these results indicate that captopril treatment attenuates the KA-induced synaptic phagocytosis by microglia in the hippocampal CA1, which may further prevent synaptic loss in the KA-induced rat model of epilepsy.

Intranasal C3a treatment leads to cognitive impairment in the KA-induced model of epilepsy after captopril treatment

The above results demonstrated a prominent role of C3–C3ar signaling in the therapeutic effects of captopril on the KA-induced model of epilepsy. To further verify that captopril treatment acted through the suppression of C3–C3ar signaling, C3a was administered intranasally to the captopril-treated rats after the KA induction, then EEG and cognition-related behavioral performance were assessed (Fig. 9A). The KA + Cap + C3a group exhibited more severe memory deficits in both NOR and Y-maze tests compared to the KA + Cap group, evident from a significant reduction of the ratio of discrimination index in NOR test (&p < 0.05, 0.42 ± 0.05 vs. 0.61 ± 0.04, KA + Cap + C3a vs. KA + Cap group, Fig. 9B, C) as well as a reduction of the alternation score in Y-maze test (&&p < 0.01, 56.46 ± 5.42% vs. 83.35 ± 4.20%, KA + Cap + C3a vs. KA + Cap group, Fig. 9D, E). The mean time escape latency of 4 groups were all reduced over successive days, which showed no obvious difference (control: 28.71 ± 3.57 s; KA: 33.22 ± 5.48 s; KA + Cap: 27.15 ± 5.20 s; KA + Cap + C3a: 40.61 ± 5.39 s, Fig. 9F). For the MWM test, typical swimming route paths for each group are shown in Fig. 9G. Furthermore, on the probe test day of the MWM task, the KA + Cap + C3a group spent less time in the target quadrant compared to the KA + Cap group (&p < 0.05, 0.20 ± 0.03 s vs. 0.33 ± 0.03 s, KA + Cap + C3a vs. KA + Cap group, Fig. 9H). Taken together, intranasal C3a worsened the cognitive deficits after captopril treatment in epileptic rats.

Intranasal C3a treatment leads to the development of epilepsy and synaptic phagocytosis after captopril treatment

We next assessed the effects of intranasal C3a treatment on the therapeutic effects of captopril on preventing epileptogenesis. We found that daily intranasal administration of 1.3 μg/kg C3a partially reversed the therapeutic effects of captopril on the prevention of epileptogenesis, indicated by more frequent seizures and total seizure duration 7 weeks after the KA induction (Seizures frequency: &p < 0.05, 2.00 ± 0.44 vs. 0.33 ± 0.20; Total seizure duration: 244.50 ± 79.13 vs. 19.50 ± 12.69, KA + Cap + C3a vs. KA + Cap group, respectively, Fig. 10A, B).
Next, we assessed the effects of intranasal C3a treatment on the therapeutic effects of captopril on glial activation-mediated synaptic remodeling. Co-immunostaining of C3ar and Iba1 revealed a higher level of expression and a higher degree of co-localization in the KA + Cap + C3a group, compared to the KA + Cap group (C3ar intensity: &p < 0.05, 80.22 ± 6.56 vs. 54.05 ± 4.72; C3ar within Iba1: &&&p < 0.001, 57.45 ± 6.40 vs. 8.40 ± 1.22, KA + Cap + C3a vs. KA + Cap group, Fig. 11A, B). Co-immunostaining of Cd68 with Iba1 revealed that C3a treatment partially blocked the effects of captopril treatment on inhibiting microglia phagocytosis in the hippocampal CA1 (&&&p < 0.001, 72.33 ± 2.84% vs. 29.26 ± 3.62%, KA + Cap + C3a vs. KA + Cap group, Fig. 11C, D). Moreover, C3a treatment also reversed the therapeutic effects of captopril treatment on synaptic loss in the hippocampal CA1 to a similar level of the KA group (&&&p < 0.001, pyramidale layer: 55.20 ± 3.37 vs. 107.90 ± 3.72; radiatum layer: 74.82 ± 4.48 vs. 150.70 ± 3.43, KA + Cap + C3a vs. KA + Cap group, Fig. 11E, F). These findings indicate that intranasal C3a treatment starting on the 3rd day following the KA induction contributes to cognitive deficits, epileptogenesis, C3-mediated glial activation and synaptic phagocytosis after the captopril treatment.

Discussion

In this study, we found that captopril prevented epileptogenesis and improved cognitive impairment in a KA-induced rat model of epilepsy. Captopril treatment inhibited glial activation and interaction, as well as the expression of cytokines and chemokines. Furthermore, captopril treatment reduced complement C3 production in astrocytes while inhibiting C3–C3ar signaling-mediated glial activation, potentially preventing synaptic loss, epileptogenesis, and cognitive impairment. Long-term intranasal administration of recombinant C3a partially reversed the effects of captopril treatment, including the transcriptional signature of epilepsy-related microglia, decreased in markers of synapse, and ultimately reversed the recovery of cognitive function in captopril-treated epileptic rats.
Captopril, an angiotensinase inhibitor, was used in our study to demonstrate the potent effects against epilepsy and improving epilepsy-related cognitive dysfunction, which can be considered a potential drug candidate for treating epilepsy by targeting the ACE. Mechanistically, inhibiting RAS against epilepsy may have anti-convulsant, anti-inflammatory, anti-oxidant, and neuroprotective effects [24]. In the nervous system, dysregulation of classical inflammatory cytokines, such as Il-1β, Tnf-α and Il-6, results in deficits in synaptic plasticity and contributes to neuropathology [43]. In the present study, the mechanism of captopril in the suppression of epilepsy was investigated comprehensively by transcriptomic sequencing technology. In addition to confirming previously reported anti-inflammatory cytokines by qRT-PCR, we discovered inhibitory effects in the rat model on glial cell activation, phagocytosis, and synaptic pruning. Furthermore, the protein interaction networks were used to dissect potential core genes that the captopril treatment regulated. Cd44, one of these genes, has previously been shown to regulate immune and proinflammatory cytokine expression in primary astrocytes and microglia [44]. Mmp9 and Timp1 were found to be overexpressed in neuronal and glial cells and are thought to be biomarkers of blood–brain barrier (BBB) dysfunction in animal models of epilepsy and clinical patients [45, 46]. Captopril treatment normalized the expression of nearly half of the up and down-regulated genes and reversed the microglia and astrocyte phenotypes, according to the sequencing analysis. Furthermore, the results of qPCR and immunofluorescence staining validated the transcriptomic sequencing results. Therefore, our research provides a new drug candidate as well as novel mechanisms of ACEi action in preventing epileptogenesis and improving cognitive function.
One of the key factors contributing to cognitive dysfunction in various neuroinflammatory diseases is glial activation-mediated neuroinflammation and phagocytosis [47]. In the immediate aftermath of seizure induction, astrocytes and microglia were found to interact via the C3–C3ar signaling pathway, which promoted glial activation [15]. Blocking the C3–C3ar signaling pathway decreased glial activation and neuroinflammation, improving seizure outcomes [15]. Using transcriptomic sequencing, we discovered glial activation, neuroinflammation, and synaptic pruning during spontaneous and reflex seizures, which are closer to the genuine context of epileptic seizures. The expression of C3 and C3ar was found to increase in the hippocampus of epileptic rats using qPCR and immunofluorescence staining, accompanied by glial activation, increased contacts between astrocytes and microglia, and elevated Cd68-mediated microglial phagocytosis on synapses. Furthermore, we found a significant reduction in the number of synapses in the hippocampus, which is thought to be highly correlated with epileptogenesis and cognitive impairments. Seizures can cause neuronal or direct synaptic damage, as well as microglia-mediated synaptic pruning, resulting in decreased synapse numbers [48]. The C3 signaling pathway is primarily responsible for the latter [13]. Previous research found that the expression of C3 signaling pathway-related proteins was elevated in clinical epilepsy samples as well as in brain tissues from animal models of epilepsy [16, 49]. Expression of these proteins was negatively correlated with cognitive-behavioral performance in the animal models [49]. We discovered that captopril effectively reversed epilepsy-induced glial activation, neuroinflammation, and synaptic pruning, the order and causality of these effects need to be investigated further. Although the number of synapsin recovered after captopril treatment, the function of synapses needs to be further verified by electrophysiological experiments. Captopril's effects on epilepsy-related glial activation, neuroinflammation, synaptic pruning, epileptogenesis, and cognitive dysfunction were at least partially reversed by administration of the effective C3 cleaved product, C3a. This result suggests that captopril acted at least in part through the C3–C3ar signaling pathway. Furthermore, the mechanism of this pathway is relatively upstream in the various possible mechanisms for the treatment of epilepsy via RAS inhibition. The precise mechanism of ACEi or RAS inhibition on C3–C3ar is unknown. We cannot rule out the possibility that our in vivo findings acted via indirect mechanisms, such as the inhibition of epilepsy-related hypertension [50].
One dose of captopril (50 mg/kg per day, ip) [34] was used in this study to investigate the mechanisms of ACEi on a KA-induced epileptic model in rats. This captopril dose has been widely used in rat pharmacological studies. Captopril's optimal and safe dose should be investigated further in future studies. Captopril has been shown not to enter the brain when administered systemically with the BBB intact [51]. However, the seizures were predisposed to BBB damage [52], which allows captopril to enter the brain via ip administration, implying the feasibility of systemic captopril administration for treating epilepsy in clinical practice. The KA-induced epilepsy model in SD rats is one of the most widely used pharmacological animal models and is relatively reliable for epileptogenesis and cognitive-behavioral assays [53]. We investigated the effects and mechanisms of captopril on epileptogenesis and epilepsy-related cognitive deficits in this study. However, it remains to be seen whether captopril has a therapeutic effect in reversing established epilepsy. Furthermore, C3a activation also influenced gene expression signatures in the brain consistent with activating immune cell activation, as well as increasing neuroinflammation and BBB permeability [54]. Intranasal administration of recombinant human C3a protein has been shown to have brain effects [36], but its specific pharmacokinetics, tissue distribution, and mechanism of action need to be investigated further.
In conclusion, we discovered that captopril inhibited glial activation-related neuroinflammation and synaptic pruning by inhibiting the C3–C3ar signaling pathway, thereby preventing epilepsy formation and cognitive-behavioral impairment. Given the widespread and safe clinical use of captopril, we proposed that it be used in clinics for long-term epilepsy control and cognitive improvement, while recognizing that the efficacy and safety of C3 and C3ar signaling pathway inhibitors remain unknown. In addition, our research uncovered new molecular mechanisms and potential therapeutic targets for preventing epileptogenesis and epilepsy-related cognitive-behavioral disorders.

Acknowledgements

We thank Dr. Robert Dorazio, the editor of the World Journal of Pediatrics, for improving the language.

Declarations

All experimental procedures described in this article were approved by the animal care committee of Zhejiang University.
Not applicable.

Competing interests

The authors have no financial conflicts of interest.
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Metadaten
Titel
Captopril alleviates epilepsy and cognitive impairment by attenuation of C3-mediated inflammation and synaptic phagocytosis
verfasst von
Xinyan Dong
Jianchen Fan
Donghui Lin
Xuehui Wang
Haoyu Kuang
Lifen Gong
Chen Chen
Jie Jiang
Ningxiao Xia
Dahong He
Weida Shen
Peifang Jiang
Rong Kuang
Linghui Zeng
Yicheng Xie
Publikationsdatum
01.12.2022
Verlag
BioMed Central
Erschienen in
Journal of Neuroinflammation / Ausgabe 1/2022
Elektronische ISSN: 1742-2094
DOI
https://doi.org/10.1186/s12974-022-02587-8

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