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Experimental and Therapeutic Medicine logoLink to Experimental and Therapeutic Medicine
. 2019 Aug 13;18(4):2805–2812. doi: 10.3892/etm.2019.7878

Sijunzi decoction may decrease apoptosis via stabilization of the extracellular matrix following cerebral ischaemia-reperfusion in rats

Ping Yang 1, Ye-Mei Tian 2, Wen-Xiang Deng 2, Xiong Cai 2, Wang-Hua Liu 2, Liang Li 2,3,*,, Hui-Yong Huang 2,*,
PMCID: PMC6755478  PMID: 31572528

Abstract

Neurons undergo degeneration, apoptosis and death due to ischaemic stroke. The present study investigated the effect of Sijunzi decoction (SJZD), a type of traditional Chinese medicine known as invigorating spleen therapy, on anoikis (a type of apoptosis) in rat brains following cerebral ischaemia-reperfusion. Rats were randomly divided into sham, model, nimodipine and SJZD low/medium/high dose groups. A middle cerebral artery occlusion model was established. Neurobehavioural scores were evaluated after administration for 14 days using a five-grade scale. Blood-brain barrier permeability and apoptotic rate were detected using Evans blue (EB) extravasation and TUNEL staining, respectively. Tissue inhibitor of metalloproteinase 1 (TIMP-1), matrix metalloproteinase 9 (MMP-9) and collagen IV (COL IV) were determined using immunohistochemistry. Neurobehavioural scores decreased remarkably in all SJZD and nimodipine groups compared to the model group (P<0.05). Compared with the sham group, EB extravasation was higher in the model group (P<0.01). The amount of EB extravasation decreased in the SJZD high dose and nimodipine groups compared to the model group (P<0.01), and extravasation in the SJZD high dose group was lower than the SJZD low and medium dose groups (P<0.01). TIMP-1 and MMP-9 expression and apoptotic rate increased, but COL IV decreased significantly in the hippocampus of the model group compared to the sham group (P<0.01). TIMP-1 and COL IV expression increased significantly and MMP-9 and apoptotic rate decreased remarkably in all SJZD and nimodipine groups compared to the model group (P<0.01). TIMP-1 and COL IV expression decreased, but MMP-9 expression and apoptotic rate increased in the SJZD low and medium dose groups compared to the SJZD high dose group (P<0.01). SJZD rescued neurons and improved neurobehavioural function in rats following cerebral ischaemia-reperfusion, especially when used at a high dose. The mechanism may be related to protection of the extracellular matrix followed by anti-apoptotic effects.

Keywords: apoptosis, cerebral ischaemia-reperfusion, extracellular matrix, Sijunzi decoction, tissue inhibitor of metalloproteinase 1, matrix metalloproteinase 9, collagen IV

Introduction

Ischaemic stroke is a common disease in the central nervous system (CNS), and it occurs with high incidence, mortality and disability rates (13). Neuronal apoptosis following cerebral ischaemia-reperfusion leads to brain injury and neurological impairment (4). In recent years, studies have found that anoikis is a substantial path for neuron apoptosis (5,6). Anoikis is programmed cell death that occurs due to cell detachment from the extracellular matrix (ECM) (7). The ECM provides an external environment and support for cell survival (8,9). Enzymes degrade the ECM during the cerebral ischaemia-reperfusion process, leading to maladjustments in signal transmission between cells, neuronal injury and apoptosis (10,11).

In Traditional Chinese Medicine (TCM), it is believed that the spleen is the foundation of life and the source of Qi and blood generation. Sijunzi decoction (SJZD) is one of the most famous invigorating spleen therapy recipes in TCM. This Chinese decoction has been used to treat gastrointestinal disorders, including chronic gastritis and gastroduodenal ulcer, for hundreds of years, and it is effective for nausea, vomiting and diarrhoea (12,13). SJZD was not created for the treatment of stroke initially, but an increasing number of studies have found that SJZD is beneficial for stroke, For example, a study found that SJZD could protect cerebral neurons via up-regulating p-ERK1/2 and p-Akt, and inhibiting the expression of Bax protein (14). Another study demonstrated that it significantly increased the expression of superoxide dismutase and decreased malondialdehyde in rat brains, and thus protected the cerebral ischemia-damaged neurons (15). One of the most commonly used models for studying stroke in rats is the middle cerebral artery occlusion (MCAO) model (16). MCAO is one of the most severe types of stroke in clinic and the most common type of ischemia (17). During the process of model establishment in the current study, the MCA was occluded with a filament, resulting in focal infarct to the ipsilateral hemisphere.

The present study examined the anti-apoptotic effect of SJZD in rats, following cerebral ischaemia-reperfusion. Nimodipine is an effective medicine for the treatment of stroke, and therefore was used as positive control treatment in the current study. Tissue inhibitor of metalloproteinase 1 (TIMP-1), matrix metalloproteinase 9 (MMP-9), collagen IV (COL IV), cell apoptotic rate and the blood-brain barrier (BBB) were examined. The results of the present study may highlight a neuroprotective effect of SJZD in cerebral ischaemia-reperfusion.

Materials and methods

Animals and experimental design

The present study was a randomized, controlled animal experiment, performed at the Hunan Provincial Key Laboratory of Diagnostics in Chinese Medicine (Changsha, China). A total of 150 male Sprague-Dawley rats (weight, 250–280 g; age, 10–11 weeks) were supplied by the Laboratory Animal Centre of Hunan University of Chinese Medicine [license no. SYXK (Xiang) 2013–0005; Changsha, China]. The rats were housed separately in plastic cages at 22°C and 60% humidity under a light-dark cycle (12 h for each) and allowed free access to food and water. The animals were randomly divided into the following six groups (n=25 per group): Sham group and untreated MCAO model group, nimodipine MCAO model group (10.8 mg/kg), and SJZD low dose (3 g/kg), SJZD medium dose (6 g/kg) and SJZD high dose (9 g/kg) MCAO model groups. The nimodipine and SJZD groups received corresponding treatment administrated via gastric gavage once daily for 14 days after model establishment. The animals in the sham and untreated model groups were administered 0.9% saline solution only via gastric gavage once daily for 14 days after model establishment. The present study was approved by the Brains Hospital of Hunan Province Ethics Committee (permit number, Z2015003; Changsha, China). All procedures were performed in accordance with the Guidance Suggestions for the Care and Use of Laboratory Animals, formulated by the Ministry of Science and Technology of China.

Chemicals and reagents

SJZD is composed of Radix et Rhizoma Ginseng, Rhizome Atractylodis macrocephala, Wolfiporia extensa and Radix et Rhizoma Glycyrrhizae (the ratio was 3:3:3:2). All herbs (from Good Agricultural Practice planting base) were purchased from LBX Pharmacy Chain Co., Ltd. All ingredients were identified by experts from the School of Pharmacy, Hunan University of Chinese Medicine to fulfil the quality requirements of the Pharmacopoeia of the People's Republic of China (18). The mixture was decocted in boiling water for 45 min and vacuum-dried to yield a final concentration of 2 g crude drug/ml. The crude drug was dissolved in distilled water and administered at 3, 6 and 9 g/kg in accordance with a preliminary pharmacology experiment performed in Provincial Key Laboratory of TCM Diagnostics (Hunan University of Chinese Medicine, Changsha, China).

Nimodipine tablets (20 mg; cat. no. BG28956; Bayer AG) were dissolved in distilled water and 10.8 mg/kg was administered in accordance with pharmacology experiments performed in Provincial Key Laboratory of TCM Diagnostics.

Polyclonal rabbit antibodies against TIMP-1 (cat. no. 10753-1-AP), MMP-9 (cat. no., 10375-2-AP) and COL IV (cat. no. 24460-1-AP) were purchased from ProteinTech Group, Inc. The PV-9000 2-step plus poly-HRP anti-mouse/rabbit IgG Detection system (cat. no. WP140316) and DAB kit (cat. no. K145619C) were purchased from Beijing Zhongshan Golden Bridge Co., Ltd. Evans blue (EB; cat. no. 46160) was purchased from Sigma-Aldrich; Merck KGaA. The TUNEL detection kit for assessing cell apoptosis (cat. no. KGA7023-A) was purchased from Nanjing KeyGen Biotech Co., Ltd.

MCAO model establishment

The MCAO model was established as described previously (19). Rats were anaesthetized by intraperitoneal (i.p.) injection of 2% pentobarbital sodium (30 mg/kg), and placed in a supine position. The left common carotid artery (CCA), external carotid artery (ECA) and internal carotid artery (ICA) were exposed and isolated carefully. The CCA and ICA were clipped using artery clamps. The ECA was ligated and cut ~5 mm from the CCA bifurcation. A 0.26-mm-diameter nylon filament (tip diameter 0.36±0.02 mm; Beijing Sunbio Biotech Co., Ltd.) was inserted through the ECA stump and gently advanced 10 mm to occlude the origin of the middle cerebral artery. The filament was removed to restore blood flow after 1.5 h of MCAO (reperfusion). Rats in the sham group underwent the same surgical procedure, however the filament was not inserted as far as the CCA bifurcation. The rats were housed individually and allowed to recover. When they woke up, Horner's syndrome was observed. One of the characteristics of Horner's syndrome is partial ptosis that occurs on the same side (ipsilateral) (20). Neurobehavioural scores were assessed using a five-grade scale (21) 2 h after model establishment and 14 d after administration of treatment, and the severity of neurological symptoms was graded on a scale of 0–4 with slight modifications: 0, no functional impairment; 1, cannot extend right forepaw; 2, whirls to the right; 3, leans to the right while walking; and 4, no autonomic activities in combination with being unconscious. Rats with scores <2 were excluded. The behavioural observations were performed in a blinded manner.

Evaluation of BBB integrity

BBB integrity was assessed by determining EB extravasation in 8 rats per group. EB dye (2% in saline, 4 ml/kg) was injected into the right femoral vein 30 min before reperfusion. Rats were deeply anaesthetized with 2% pentobarbital sodium (30 mg/kg; i.p.), perfused with PBS through the left ventricle to remove the intravascular dye until a colourless perfusion fluid was observed from the right atrium. Rats were executed by cervical dislocation. The hippocampus of the ischaemic side was removed quickly, weighed and homogenized in 2.5 ml PBS. The homogenized solution was mixed with 2.5 ml trichloroacetic acid (60%) and centrifuged at 1,640 × g for 20 min at 4°C. The supernatant was used to determine EB absorbance at 620 nm using a spectrophotometer. EB concentrations were calculated against a standard curve, and the obtained results were expressed as µg/g brain tissue.

Brain slice preparation

Rats were anaesthetized as aforementioned after 14 days of treatment administration, perfused through the heart with 0.9% saline solution (100 ml) followed by 4% paraformaldehyde in 0.1 M phosphate buffered saline, pH 7.4 at 4°C (150 ml). The brain was removed immediately and cut coronally at the levels of the optic chiasma and the posterior pole of the cerebrum. The area between these two coronal sections was kept for immunohistochemistry and TUNEL staining. A total of 8 samples from each group were used for paraffin sectioning and detection of COL IV expression. The section thickness was 5 µm. For TUNEL staining and detection of TIMP-1 and MMP-9 expression, 9 samples from each group were cut with a Leica VT1200S vibrating-blade microtome (Leica Microsystems GmbH). Tissue blocks were adhered vertically to the specimen holder of the vibrating-blade microtome. The clearance angle was adjusted to 18°, the blade holder sectioning speed was controlled with a motor at 0.5 mm/s, the amplitude was 2 mm, and the thickness of each slice was 30 µm. Slices were collected in 24-well plates for TUNEL staining and for detecting the expression of TIMP-1 and MMP-9.

Immunohistochemistry

TIMP-1, MMP-9 and COL IV expression was measured using immunohistochemistry. Sections were immersed in hydrogen peroxide (0.3% in PBS) for 10 min and incubated overnight at 4°C with the following polyclonal rabbit anti-rat antibodies: TIMP-1 (1:100), MMP-9 (1:100) and COL IV (1:150). Slices were incubated for 30 min at 37°C with ready-to-use poly-HRP anti-mouse/rabbit IgG and detected using the DAB kit for 15 min at 37°C. Brownish yellow particles in the nucleus or cytoplasm of cells in the hippocampus indicated positive expression for TIMP-1 and MMP-9 proteins, and the presence of these particles in the ECM indicated positive staining for COL IV. A total of four sections from each specimen were imaged, and six visual fields were selected randomly in each section. Slices were observed under an optical microscope (Motic B5; Motic China Group Co., Ltd.) at a magnification of ×400. The average optical density (AOD) was calculated with Image-Pro software (version 6.0.0.260; Media Cybernetics Inc.).

TUNEL staining

TUNEL staining was performed to quantify cell apoptosis using a TUNEL Detection kit, according to the manufacturer's instructions. Briefly, sections were fixed with 4% paraformaldehyde at 37°C for 20 min, immersed in the 3% H2O2 at 37°C for 10 min, and dipped into 0.1% TritonX-100 on ice for 2 min. Biotin-dUTP (50 µl) from the kit was added to each section and then incubated at 37°C for 60 min, followed by incubation with 50 µl streptavidin-HRP from the kit at 37°C for 30 min. After detection with the DAB kit for 10 min at 37°C, sections were sealed with neutral gum. Six images of randomly selected visual fields were taken for each section with a Motic B5 optical microscope at ×400 magnification. TUNEL-positive cells in the ipsilateral hippocampus were observed and quantified with Image-Pro software (version 6.0.0.260). Brownish yellow particles in the nuclei of the cells in the hippocampal sections indicated TUNEL-positive, apoptotic cells. The apoptotic rate was calculated quantified with Image-Pro software (version 6.0.0.260).

Statistical analysis

Statistical analysis was performed using SPSS software (version 24.0; IBM Corp.). Data were analysed using one-way ANOVA followed by the least significant difference test or Dunnett's T3 test. The results are expressed as the mean ± SEM. P<0.05 was considered to indicate a statistically significant difference.

Results

Status of rats following MCAO model establishment

In the untreated MCAO model group, 2 rats died on days 2 and 5 after surgery due to subarachnoid haemorrhage and cerebral oedema induced by ischaemia, respectively. In the nimodipine group, 1 rat died on day 6 after surgery due to subarachnoid haemorrhage. In the SJZD low dose group, 2 rats died on days 3 and 4 after surgery due to subarachnoid haemorrhage and cerebral oedema, respectively. In the SJZD medium dose group, 2 rats died of subarachnoid haemorrhage on days 2 and 4 after surgery. No neurobehavioural scores of the surviving rats were <2, and no rats were excluded.

SJZD treatment improves neurobehavioural scores following MCAO

No neurobehavioural abnormalities of the contralateral limb were observed in the sham group. Horner's syndrome could be observed in rats in the model groups. These rats exhibited paralysis of the contralateral limb, turned or rotated to the contralateral side, limped, and appeared lethargic and inactive. Rats failed to abduct their contralateral forelimb when their tails were held or were not able to independently move their contralateral limbs and demonstrated spontaneous rotation to the contralateral side. The sham group had neurobehavioural scores of 0. The neurobehavioural scores were markedly higher in the model group compared with the sham group (P<0.01), and were significantly decreased in the SJZD- and nimodipine-treated groups compared with the untreated model group (P<0.05; Fig. 1).

Figure 1.

Figure 1.

Neurobehavioural scores of rats following middle cerebral artery occlusion. **P<0.01 vs. sham group; ΔP<0.05 vs. model group. SJZD, Sijunzi decoction.

High-dose SJZD treatment decreases EB extravasation following MCAO

As shown in Fig. 2, EB extravasation was significantly increased in the model group compared with the sham group (P<0.01). Compared with the untreated model group, EB extravasation decreased in the SJZD high-dose and nimodipine groups (both P<0.01). EB extravasation in the SJZD low and medium-dose groups was not significantly different to that in the model group. Extravasation in the SJZD high-dose group was lower than that in the SJZD low- and medium-dose groups (P<0.01).

Figure 2.

Figure 2.

EB extravasation in the hippocampus of rats following middle cerebral artery occlusion. **P<0.01 vs. sham group; ΔΔP<0.01 vs. model group; ##P<0.01 vs. SJZD high-dose group. SJZD, Sijunzi decoction; EB, Evans blue.

SJZD treatment impacts expression of TIMP-1, MMP-9 and COL IV in the hippocampus following MCAO

Immunohistochemistry revealed TIMP-1- and MMP-9-positive cells in the hippocampus (Figs. 3 and 4). TIMP-1 and MMP-9 expression increased significantly in the hippocampus of the model group compared with the sham group (P<0.01; Fig. 6). COL IV decreased in the hippocampus of the model group compared with the sham group (P<0.01; Figs. 5 and 6). TIMP-1 and COL IV expression increased significantly, and MMP-9 expression decreased significantly in all SJZD and nimodipine groups compared with the untreated model group (P<0.01). TIMP-1 and COL IV expression decreased, and MMP-9 expression increased in the SJZD low- and medium-dose groups compared with the SJZD high-dose group (P<0.01; Fig. 6).

Figure 3.

Figure 3.

TIMP-1 expression in the hippocampus of rats following middle cerebral artery occlusion. Brownish yellow particles were observed in the nucleus or cytoplasm; arrows indicate positive TIMP-1 expression. Representative immunohistochemistry images of the (A) sham, (B) model, (C) nimodipine, (D) SJZD low-dose, (E) SJZD medium-dose and (F) SJZD high-dose groups. Scale bar, 50 µm; magnification, ×400. SJZD, Sijunzi decoction; TIMP-1, tissue inhibitor of metalloproteinase 1.

Figure 4.

Figure 4.

MMP-9 expression in the hippocampus of rats following middle cerebral artery occlusion. Brownish yellow particles were observed in the nucleus or cytoplasm; arrows indicate positive MMP-9 expression. Representative immunohistochemistry images of the (A) sham, (B) model, (C) nimodipine, (D) SJZD low-dose, (E) SJZD medium-dose and (F) SJZD high-dose groups. Scale bar, 50 µm; magnification, ×400. SJZD, Sijunzi decoction; MMP-9, matrix metalloproteinase 9.

Figure 6.

Figure 6.

Expression of TIMP-1, MMP-9 and COL IV in the hippocampus of rats following middle cerebral artery occlusion. **P<0.01 vs. sham group; ΔΔP<0.01 vs. model group; ##P<0.01 vs. SJZD high-dose group. SJZD, Sijunzi decoction; TIMP-1, tissue inhibitor of metalloproteinase 1; MMP-9, matrix metalloproteinase 9; COL IV, collagen IV.

Figure 5.

Figure 5.

COL IV expression in the hippocampus of rats following middle cerebral artery occlusion. Brownish yellow particles were observed surrounding the neurons; arrows indicate positive expression of COL IV. Representative immunohistochemistry images of the (A) sham, (B) model, (C) nimodipine, (D) SJZD low-dose, (E) SJZD medium-dose and (F) SJZD high-dose groups. Scale bar=50 µm; magnification, ×400. SJZD, Sijunzi decoction; COL IV, collagen IV.

SJZD treatment decreases the apoptotic rate in the hippocampus following MCAO

TUNEL staining identified apoptotic cells in the hippocampus (Fig. 7). The apoptotic rate increased in the hippocampus of the model group compared to the sham group, and SJZD and nimodipine treatment decreased apoptotic rate compared with that observed in the untreated model group. The apoptotic rate was significantly lower in the SJZD high-dose group than in the low- and medium-dose groups (Fig. 8).

Figure 7.

Figure 7.

TUNEL staining expression in the hippocampus of rats following middle cerebral artery occlusion. Deep blue granules appeared in the nucleus, accompanied by concentrated nuclear chromatin or apoptotic bodies; arrows indicate apoptotic cells. Representative images of the (A) sham, (B) model, (C) nimodipine, (D) SJZD low-dose, (E) SJZD medium-dose and (F) SJZD high-dose groups. Scale bar, 50 µm; magnification ×400. SJZD, Sijunzi decoction.

Figure 8.

Figure 8.

Apoptotic rate of the hippocampal neurons in rats following middle cerebral artery occlusion. **P<0.01 vs. sham group; ΔΔP<0.01 vs. model group; ##P<0.01 vs. SJZD high-dose group. SJZD, Sijunzi decoction.

Discussion

In TCM, most doctors choose classic methods to treat stroke, including blood-activating stasis removal, replenishment of Qi and blood, acupuncture, heat dissipation and detoxification (2226). Our previous studies found that modified SJZD improved neurobehavioural function, decreased the neuronal apoptosis index and MMP-2 expression, and increased laminin expression in the ECM after cerebral ischaemia-reperfusion (2729). However, the mechanism underlying this therapeutic effect is not known. Damage and degradation of the ECM plays a key role during cerebral ischaemia-reperfusion (3032).

The ECM is composed of a conglomerate assembly of proteins and proteoglycans, and it provides mechanical support and physical strength to the integrity of tissues, organs and the entire body (33,34). The ECM is necessary for the CNS, as it unites neurons and glial cells to form its basic structure (35,36). The triggering of intracellular and extracellular proteolytic processes during cerebral ischaemia often results in ECM degradation, which leads to oedema, haemorrhage, glial cell activation, inflammatory cell infiltration and neuronal injury (37). The ECM is also a constituent of the BBB (38,39). The BBB maintains the stability of the internal environment in the CNS (40), and it is composed of vascular endothelial cells, tight junctions of endothelial cells, basement membrane and the end feet of surrounding astrocytes (41,42). COL IV is a major component of the basement membrane (43,44). It offers adequate adhesion for nerve growth as it guides the nerve fibre to grow directionally along the matrix bridge (45). In the present study, it was hypothesised that SJZD treatment may protect against damage due to cerebral ischaemia by stabilising the ECM.

The primary components of the basement membrane are substrates of MMP-9, which is involved in the regulation of nearly all ECM components (46,47). A previous study demonstrated that MMPs usually exist as proenzymes in the CNS (48). Activated MMPs destroy the tight junctions of endothelial cells, the basement membrane of capillaries and cerebrovascular integrity, which results in aseptic inflammation and BBB destruction (49). These changes cause blood constituent extravasation, vasogenic brain oedema and cerebral haemorrhage (50). MMP-9 activates other MMPs, which leads to a waterfall effect, and its increasing expression is associated with cerebrovascular diseases (51). Decreasing expression of MMP-9 inhibits aseptic inflammation and BBB destruction to a certain extent (52), and avoids neuronal damage and apoptosis (53). The results show that MMP-9 expression increased significantly, indicating that it has a key role during MCAO.

TIMPs are specific endogenous inhibitors of MMPs (54). Cysteine residues in the active site of TIMPs combine with the zinc-ion active centre of activated MMPs to inhibit MMP binding with substrates, preventing ECM degradation (55). Therefore, TIMPs are a potential target for the treatment of cerebral ischaemia-reperfusion (56).

MMPs and TIMPs are key factors that regulate the BBB integrity (57). Cerebrovascular occlusion results in secondary haemorrhage and brain oedema due to BBB destruction, plasma extravasation and leukocyte infiltration (5860). It was reported BBB destruction in the present MCAO model increased the degree of neurological impairment and cerebral infarction (61). In the current study, the expression of MMP-9, TIMP-1 and COL IV changed remarkably after SJZD treatment. These studies suggest that TIMPs and MMPs may mediate the anti-anoikis mechanism of SJZD treatment via ECM stabilization in cerebral ischaemia-reperfusion.

The present study found that the permeability of the BBB in the hippocampus, as well as MMP-9 expression and apoptotic rate increased following MCAO, and COL IV expression significantly decreased. The increased expression of TIMP-1 after MCAO was consistent with previous reports (62,63). SJZD treatment decreased BBB permeability, MMP-9 expression and apoptotic rate, and increased COL IV and TIMP-1 expression. The higher dose of SJZD was found to be as effective as nimodipine. These results suggest that this invigorating spleen therapy may protect neurons in cerebral ischaemia-reperfusion via stabilization of the ECM, particularly when used at a higher dose. These data are preliminary, and further studies are needed to confirm the presented results.

Acknowledgements

Not applicable.

Glossary

Abbreviations

ECM

extracellular matrix

SJZD

Sijunzi decoction

TIMP-1

tissue inhibitor of metalloproteinase 1

MMP-9

matrix metalloproteinase 9

COL IV

collagen IV

MCAO

middle cerebral artery occlusion

EB

Evans blue

BBB

blood-brain barrier

TCM

Traditional Chinese Medicine

CNS

central nervous system

Funding

This work was supported by grants from the National Natural Science Foundation of China (nos. 81373551,81473567 and 81603512), Key Science and Research Program of Hunan Department of Science and Technology (no. 60010408), Project of Hunan Provincial Education Department (no. 14B134) and China Postdoctoral Science Foundation (nos. 2017T100604 and 2016M600632).

Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Authors' contributions

LL and HYH designed the study. PY, YMT and WXD performed the experiments. WHL participated in the study design and data collection. PY and XC performed statistical analyses. PY wrote the manuscript, and LL revised the manuscript.

Ethics approval and consent to participate

The current study was approved by the Brains Hospital of Hunan Province Ethics Committee (grant no. Z2015003).

Patient consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.


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