Skip to main content
Frontiers in Neurology logoLink to Frontiers in Neurology
. 2020 Aug 27;11:929. doi: 10.3389/fneur.2020.00929

Interleukin-1β Drives Cellular Senescence of Rat Astrocytes Induced by Oligomerized Amyloid β Peptide and Oxidative Stress

Dongsheng Shang 1,, Yin Hong 2,, Wangwang Xie 1, Zhigang Tu 1,*, Jun Xu 3,*
PMCID: PMC7493674  PMID: 33013631

Abstract

Background: Alzheimer's disease (AD) is the leading cause of dementia. With no reliable treatment that delays or reverses the progress of AD, effective medical drugs, and interventions for AD treatment are in urgent need. Clinical success for patients thus relies on gaining a clearer understanding of AD pathogenesis to feed the development of novel and potent therapy strategies. It is well-established that inflammatory processes are involved in the pathology of AD, and recent studies implicated senescence of glial cells as an important player in the progression of AD.

Methods: We did a preliminary screen in rat astrocytes for the five most abundant inflammatory factors in neuroinflammation, namely IL-1β, IL-6, IL-8, TGF-β1, and TNF-α, and found that IL-1β could efficiently induce cellular senescence. After that, SA-β-gal staining, immunofluorescence, ELISA, qRT-PCR, and immunoblotting were used to explore the underlying mechanism through which IL-1β mediates cellular senescence of rat astrocytes.

Results: IL-1β-induced cellular senescence of rat astrocytes was accompanied by increased total and phosphorylated tau. Further experiments showed that both oligomerized amyloid β (Aβ) and H2O2 treatment can induce cellular senescence in rat astrocytes and increase the production and secretion of IL-1β from these cells. Subsequent mechanistic study revealed that activation of NLRP3 mediates Aβ and H2O2-induced maturation and secretion of IL-1β.

Conclusion: Our results suggest that IL-1β mediates senescence in rat astrocytes induced by several common adverse stimuli in AD, implicating IL-1β and NLRP3 as valuable diagnostic biomarkers and therapeutic targets for AD.

Keywords: Alzheimer's disease, neuroinflammation, interleukin-1β, senescence, astrocyte, tau, amyloid β

Introduction

There are about 50 million people in the world living with Alzheimer's or other forms of dementia (1). As the leading cause of dementia, Alzheimer's disease (AD) is a progressive neurodegenerative disorder predominantly affecting people 65 years and older. The pathological features of AD include deposition of amyloid β peptide (Aβ), neurofibrillary tangles, and neuronal degeneration. Currently, for AD treatment, there are only a few medicines (most of them are cholinesterase inhibitors) for symptomatic treatment. But so far, there is no available medical treatment that delays or reverses the clinical courses of the disease, with novel and effective therapy strategies for AD urgently needed.

The vast majority of AD cases are sporadic, with unclear etiology. Nevertheless, it is widely accepted that the occurrence and development of sporadic AD is associated with various forms of brain insults over the years. Unfortunately, the sources of adverse stimuli can be diverse and extensive, including increased oxidative stress, protein misfolding, disturbances in calcium homeostasis, and energy deficiency, etc. (2). Recently, Ehsan et al. have showed that only one night of sleep deprivation results in a significant increase in Aβ burden in the right hippocampus and thalamus in human brains (3).

It is also well-accepted that inflammatory processes are involved in the pathology of AD (4). Elevated levels of inflammatory cytokines including interleukin (IL)-1β, IL-6, IL-8, tumor necrosis factor (TNF)-α, and transforming growth factor (TGF)-β1 are found in the brains of AD patients and animal models (5, 6). Most studies support that inflammation can promote the occurrence and development of AD, and inhibiting inflammation might help to prevent or alleviate AD (7, 8).

Cellular senescence is a state of cell growth arrest, often induced by various cellular stresses including oncogene activation, DNA damage, and telomere attrition (9, 10). Senescent cells are characterized by a flattened and enlarged morphology, increased senescence-associated β-galactosidase (SA-β-Gal) activity, and activated p16/pRB or p53/p21 pathways (1114). In addition, senescent cells typically show a senescence-associated secretory phenotype (SASP) and secrete various pro-inflammatory cytokines (15, 16). We and the others have revealed that SASP factors can trigger senescence in surrounding cells and amplify senescence phenotypes (1719). Interestingly, there is a significant overlap of secreted cytokines observed in AD and SASP (20).

Cellular senescence is associated with aging and is thus implicated as a potential cause of age-related neurodegenerative diseases (21, 22). Recently, Bussian et al. (23) implicated senescent cells in the etiology of AD in a P301S tauopathy mouse model, whereby senescent glial cells seemed to play a role in the initiation and progression of tau-mediated neurodegenerative diseases. About the same time, Musi et al. (24) reported a strong correlation between the presence of neurofibrillary tangles and cellular senescence in the brains of FTD associated P301L tauopathy mouse models. These papers suggest that cellular senescence plays an important role in the progression of tau-mediated neurodegenerative diseases.

As the most abundant cell type in the brain (25, 26), astrocytes control homeostasis and provide neuroprotection for the CNS (27, 28). Under physiological conditions, astrocytes supply neurons with energy, support synapses, regulate neurotransmitter levels, and release neurotrophic factors. In addition, the recent studies have shown that the astrocyte networks are essential for complex cerebral functions, such as sensation, cognition, and behavior (29, 30). According to the classical theories, astrocytes mainly respond to brain insults through a process called astrogliosis (31, 32), which usually protects but sometimes impairs the functions of the neural system when there is serious damage. Dysfunction in astrocytes was associated with the occurrence and development of AD (33, 34). Therefore, senescence of astrocytes might accelerate the AD process due to the loss of important cell functions in neurotrophic support and Aβ degradation (3538).

Astrocytes can enter a senescent-like state in vitro after treatment with various stimuli (39, 40). Given that inflammatory factors can induce cellular senescence in several cell types (41, 42); the question arises as to whether inflammatory factors in the brain could induce senescence of astrocytes? To address this question, we did a preliminary screen in rat astrocytes for the five most abundant inflammatory factors in neuroinflammation, namely IL-1β, IL-6, IL-8, TGF-β1, and TNF-α, and found that IL-1β efficiently induced cellular senescence. We then further explored the roles of IL-1β in inducing astrocyte senescence and investigated the related mechanism.

Materials and Methods

Antibodies and Other Reagents

The antibodies used in the current study are listed in Supplementary Table 1. The other reagents used are as follows: recombinant rat IL-1β, IL-6, IL-8, and TNF-α (PeproTech, Rocky Hill, NJ, USA); recombinant rat transforming growth factor beta-1 (MyBioSource, San Diego, CA, USA); hydrogen peroxide solution, X-Gal (5-bromo-4-chloro-3-indolyl-β-D-galactopyranoside), and DAPI (4′, 6-diamidine-2′-phenylindole dihydrochloride) (Sigma-Aldrich, St. Louis, MO, USA); Trizol and Aβ (142) (Camarillo, CA, USA); HiScript II One Step qRT-PCR Probe Kit (Vazyme Biotechnology, Nanjing, China); and an interleukin-1β enzyme-linked immunosorbent assay kit (Beyotime Biotechnology, Shanghai, China). Aβ oligomer was prepared using the method described in the previous study (43).

Primary Culture of Rat Astrocytes

All procedures involving rats were approved by the Jiangsu University Institutional Animal Care and Use Committee. P2-P3 neonatal SD rats were decapitated and the heads were placed into 70% alcohol for 5 min. Then, the nervous tissue, meningeal layer, brainstem, and cerebellum were removed, and the forebrains were trypsinized for 5 min at 37°C, centrifuged at 300 g for 5 min, and then cultured in DMEM supplemented with 10% fetal bovine serum (FBS) and 100 U/ml penicillin/100 μg/ml streptomycin (Life Technologies, Grand Island, NY, USA). Cells were incubated at 37°C in an atmosphere of 5% CO2 and 5% O2. After 5 days, purified astrocytes were obtained through the purification step (44). Briefly, the mixed cells were shaken at 200 rpm overnight at 37°C. After the supernatant was removed, the remaining cells were cultured with fresh medium.

SA-β-Gal Staining

SA-β-Gal staining was performed as previously described (4547). Briefly, treated cells were fixed in 2% formaldehyde/0.2% glutaraldehyde in PBS for 5 min at room temperature. After that the slides were incubated in the staining solution (40 mM Na2HPO4, 150 mM NaCl, 2 mM MgCl2, 5 mM K3Fe (CN) 6, 5 mM K4Fe(CN)6, 1 mg/mL X-gal, pH 6.0) for 10 h at 37°C. Images were captured using an upright microscope (Nikon Eclipse, Tokyo, Japan).

Senescence-Associated Heterochromatic Foci (SAHF) Staining

The formation of SAHF is one of the most important cellular senescence markers. The method of SAHF staining was adapted from a previous study (48). Cells were fixed with 4% formaldehyde in PBS for 10 min and permeablized with 0.2% Triton X-100 for 5 min at room temperature. After that the slides were incubated with 1 μg/μL of DAPI for 5 min at room temperature and sealed. Images were obtained using the fluorescence microscope (Nikon Eclipse). Positive cells (>5 foci per cell) were counted in five different fields of each slide.

Immunofluorescence (IF) Staining

IF staining was performed as described previously (49, 50). In brief, cells were fixed in 4% paraformaldehyde in PBS for 10 min at room temperature. Fixed cells were permeablized with 0.2% of Triton X-100 for 5 min and blocked with 3% BSA in PBS for 30 min at room temperature. After that cells were incubated with a selected primary antibody with an appropriate dilution for 2 h at room temperature, and then incubated with an appropriate fluorescent secondary antibody for 1 h at room temperature. Finally, the slides were stained with 1 μg/μL of DAPI for 5 min and sealed with neutral balsam. The antibodies used are listed in Supplementary Table 1. Images were captured using Nikon Eclipse.

Treatment of Cells

We plated 3 × 104 cells into the wells of 24-well plates with coverslips, and 3 × 105 cells into 6-cm dishes. Cells were treated with medium containing various concentrations of inflammatory factors, H2O2, or Aβ for 2 days. The treated cells on coverslips were used for SA-β-gal, SAHF, and IF staining. The treated cells in 6-cm dishes were used for ELISA, qRT-PCR, and Immunoblotting.

Tomato Lectin Staining

Tomato lectin staining was used to identify microglial cells (51, 52). Cells were fixed in 4% paraformaldehyde in PBS for 10 min at room temperature, permeabilized with 0.2% of Triton X-100 for 5 min, and blocked with 3% bovine serum albumin (BSA) in PBS for 30 min at room temperature. Then, cells were incubated with Tomato lectin-FITC (1:500) for 2 h at room temperature and stained for 5 min with 1 μg/μL DAPI. Images were captured as above.

Enzyme-Linked Immunosorbent Assay (ELISA)

The supernatant of cells treated with or without Aβ (300 ng/mL) or H2O2 (30 μM) for 2 days were collected and used to quantify the concentration of IL-1β by ELISA, according to the manufacturer's instructions.

qRT-PCR and Immunoblotting

qRT-PCR was carried out using the HiScript II One Step qRT-PCR Probe Kit, according to the manufacturer's instructions. The primer sequences used in this study are listed in Supplementary Table 2. The endogenous control was β-actin. Immunoblotting was performed using the antibodies listed in Supplementary Table 1, and as described in previous studies (45, 46). β-actin was used as an internal control.

Statistical Analysis

Data are presented as mean ± SD unless otherwise noted and were analyzed for significance between groups using Student's t-test (two-tailed) or one-way analysis of variance (ANOVA) according to the need using GraphPad Prism version 7.00 (San Diego, CA, USA). P < 0.05 was considered statistically significant. #P ≥ 0.05; *P < 0.05; **P < 0.01; ***P < 0.001.

Results

Primary Culture of Rat Astrocytes

After 5 days of primary culture, the mixed cells were identified using IF staining. Astrocytes, identified by their expression of GFAP (38, 53), comprised ~58% of the primary cultured cells (Supplementary Figure 1A). Similarly, tomato lectin staining (54, 55) revealed a microglial cell density of ~23%. After the purification step, the density of astrocytes increased to around 96% (Supplementary Figure 1B), ensuring our further research work.

IL-1β Can Induce Cellular Senescence in Rat Astrocytes

Brain inflammation often involves expression of IL-1β, IL-6, IL-8, TGF-β1, and TNF-α, thus we started our screening experiments with these commercially available inflammatory factors. Increased β-galactosidase activity and formation of SAHF in cells were used as the major markers of cellular senescence (19). The concentrations of these inflammatory factors were arbitrarily set at 1, 3, and 10 ng/ml. As shown in Supplementary Figure 2, while the other factors had no obvious effects on cells, IL-1β significantly increased the β-galactosidase activity and formation of SAHF in cells in a dose-dependent manner when the concentration of IL-1β was not greater than 3 ng/ml. The maximal increases in the proportions of positive cells were 2.9 and 3.2 in the SA-β-gal and SAHF assays, respectively. These results suggested that IL-1β can induce cellular senescence in rat astrocytes.

To confirm the above results, IL-1β (1 and 3 ng/ml) was used to treat astrocytes. Consistent with Supplementary Figure 2, treatment using IL-1β dramatically increased the proportions of positive cells in both SA-β-gal and SAHF assays (Figures 1A–D). In addition, protein markers of senescence such as p53, p21, and p16, were also up-regulated in cells treated with IL-1β (Figure 1E). Cellular senescence is often accompanied by accumulation of DNA damage, which is often manifested by increased numbers of foci and protein level of 53BP1. As expected, IL-1β-treated cells showed increased values for both (Figures 1E–G), and more importantly, the IL-1β-induced cellular senescence of astrocytes was accompanied by the increased expression and phosphorylation of tau (Figure 1H).

Figure 1.

Figure 1

IL-1β treatment induced senescent phenotypes in rat astrocytes. (A,C) Representative pictures of SA-β-gal and DAPI staining of rat astrocytes treated with different concentrations (0, 1, and 3 ng/ml) of IL-1β for 2 days. (B,D) Statistical analysis of (A,C). (E) Protein levels of 53BP1, p53, p21, and p16 in rat astrocytes treated with different concentrations of IL-1β. (F) Representative IF staining of 53BP1 in rat astrocytes treated with different concentrations of IL-1β for 2 days, the white scale bar indicates 10 μm. (G) Statistical analysis of (F). (H) protein levels of total and phosphorylated tau in rat astrocytes treated with different concentrations of IL-1β. Data indicate the mean values calculated from three independent experiments (±SD).

IL-1β Can Activate SASP in Rat Astrocytes

Activation of SASP pathways is an important characteristic of cellular senescence. Since IL-1β can induce cellular senescence, we speculated that this cytokine might also activate SASP pathways. As expected, IL-1β at different concentrations increased the mRNA levels of IL-6, IL-8, Matrix Metallopeptidase 3 (MMP3), and IL-1β itself to different extents (Figure 2).

Figure 2.

Figure 2

IL-1β treatment activated the SASP pathway in rat astrocytes. (A–D) mRNA levels of IL-1β (A), IL-6 (B), IL-8 (C), and MMP3 (D) in rat astrocytes treated with different concentrations of IL-1β for 2 days. Data indicate the mean values calculated from three independent experiments (±SD).

Aβ Treatment Can Induce Cellular Senescence in Rat Astrocytes

The Aβ accumulation that is common in AD cases is considered a possible pathogenic factor. We therefore assessed the effects of Aβ treatment on rat astrocytes. As shown in Figures 3A,B, Aβ treatment significantly increased the portions of β-gal- and SAHF-positive cells. Although no DNA damage accumulated in these cells (Figure 3C), the Aβ treatment indeed induced senescence in the astrocytes that was further confirmed by increased protein levels of p21 and p16 (Figure 3D-a). More importantly, Aβ treatment also induced the upregulation of total and phosphorylated-tau in rat astrocytes as the cells became senescent (Figure 3D-b). Furthermore, the quantification of immunoblotting results showed that Aβ treatment significantly increased the protein levels of p21, p16, p-tau, and tau in a dose-dependent manner (Figures 3E,F).

Figure 3.

Figure 3

Aβ treatment induced senescent phenotypes and upregulation of total and phosphorylated tau protein in rat astrocytes. (A–C) Statistical analysis of SAHF- (A), SA-β-gal- (B), and 53BP1-foci- (C) positive cells in rat astrocytes treated with different concentrations of Aβ for 2 days. (D) Protein levels of p21 and p16 (a), p-tau and tau (b) in rat astrocytes following treatment with different concentrations of Aβ. (E,F) Quantification of (D). Data indicate the mean values calculated from three independent experiments (±SD).

H2O2 Treatment Can Induce Cellular Senescence in Rat Astrocytes

Oxidative pressure is closely related to the occurrence of AD, and H2O2 treatment is often used to simulate increased oxidative pressure on cells. In our study, H2O2 treatment induced cellular senescence manifested by increased rates of β-gal- and SAHF-positive cells (Figures 4A,B). Additionally, H2O2 treatment significantly increased numbers of 53BP1 foci (Figure 4C) and the protein levels of p53 and 53BP1 in cells (Figures 4D-a, E). These results suggested that H2O2 treatment caused excessive DNA damage in these cells. The elevated protein levels of p21 and p16 (Figures 4D-b, F) further confirmed that H2O2 treatment can cause cellular senescence in rat astrocytes. Interestingly, H2O2 treatment also upregulated total and phosphorylated-tau in these cells (Figures 4D-c, G).

Figure 4.

Figure 4

H2O2 treatment induced senescent phenotypes and upregulation of total and phosphorylated tau protein in rat astrocytes. (A–C) Statistical analysis of SAHF- (A), SA-β-gal- (B), and 53BP1-foci- (C) positive cells in rat astrocytes treated with different concentrations of H2O2 for 2 days. (D) Protein levels of 53BP1 and p53 (a), p21 and p16 (b), p-tau and tau (c) in rat astrocytes after treated with different concentrations of H2O2. (E–G) quantification of (D). Data indicate the mean values calculated from three independent experiments (±SD).

Both Aβ and H2O2 Treatment Can Activate SASP Pathways and Induce Secretion of IL-1β From Rat Astrocytes

Next, we measured the mRNA levels of IL-1β, IL-6, and IL-8 in rat astrocytes treated with Aβ or H2O2. As expected, the mRNA levels of IL-1β, IL-6, and IL-8 all increased in cells treated with either Aβ or H2O2 (Figures 5A,B). Consistently, immunoblotting results confirmed that both Aβ and H2O2 treatment increased the protein levels of mature IL-1β in cells (Figures 5C–E). Of note, although the protein levels of pro-IL-1β increased mildly, these changes did not reach a significant level in our experiments (Figures 5D,E). These results indicated that both Aβ and H2O2 treatment can activate SASP pathways. In addition, we found increased IL-1β protein levels in conditioned media from the astrocyte cultures (Figure 5F) after both the Aβ and H2O2 treatments. Importantly, the levels of IL-1β reached ~1 ng/ml, a concentration previously shown to induce cellular senescence.

Figure 5.

Figure 5

Aβ and H2O2 treatment both activated the SASP pathway and induced secretion of IL-1β in rat astrocytes. (A,B) mRNA levels of IL-1β, IL-6, and IL-8 in rat astrocytes treated with or without Aβ (A) or H2O2 (B) for 2 days. (C) Protein levels of pro-IL-1β and mature-IL-1β in rat astrocytes treated with different concentrations of Aβ (a) or H2O2 (b) for 2 days. (D,E) Quantification of (C). (F) ELISA quantification of the concentration of IL-1β in the supernatant of rat astrocytes treated with or without Aβ (300 ng/mL) or H2O2 (30 μM) for 2 days. Data indicate the mean values calculated from three independent experiments (±SD).

Aβ and H2O2 Treatment Both Can Activate NLRP3 in Rat Astrocytes

Previous studies have showed that NLR Family Pyrin Domain Containing 3 (NLRP3) senses cellular stresses, activates IL-1β transcription and promotes its maturation and secretion (5658). We therefore accessed the expression levels of NLRP3 after Aβ or H2O2 treatment. As expected, both Aβ and H2O2 treatment significantly increased the mRNA and proteins levels of NLRP3 in our experiments (Figures 6A–C). Of note, compared to the control group, the increase of the protein level of NLRP3 in the group treated with 300 ng/ml of Aβ did not reach a significant level. This may be due to the large standard deviation (Figure 6C). Nevertheless, IF results confirmed the significant increase of NLRP3 expression in rat astrocytes treated with Aβ or H2O2 (Figures 6D–F). These data demonstrate that both Aβ and H2O2 treatment can increase mRNA and protein levels of NLRP3 in rat astrocytes.

Figure 6.

Figure 6

Both Aβ and H2O2 treatment activated NLRP3 pathway in rat astrocytes. NLRP3 mRNA levels (A) and protein levels (B) in rat astrocytes treated with different concentrations of H2O2 or Aβ for 2 days. (C) Quantification of (B). (D,E) Representative IF staining of NLRP3 in the treated cells, the white scale bar indicates 20 μm. (F) statistical analysis of (D,E). Data indicate the mean values calculated from three independent experiments (±SD).

Discussion

It has long been speculated that cellular senescence is closely related to the occurrence and development of AD (59). Although in vitro evidence has been reported from time to time (6062), the necessary in vivo evidence only began to accumulate recently (23, 24, 63).

In this study, we showed for the first time that the inflammatory factor IL-1β can induce cellular senescence in primary cultured rat astrocytes (Figures 1, 2). Moreover, we demonstrated that both Aβ stimulation and oxidative stress can also induce senescence in rat astrocytes, and this process is accompanied by increased synthesis and secretion of IL-1β (Figures 3–5). Therefore, we speculate that during the development of AD, multiple adverse stimuli cause the senescence of rat astrocytes, and then IL-1β transmits and amplifies this phenomenon. Indeed, previous studies may provide some support for this hypothesis. In one such example, Parajuli et al. (64) reported that Aβ induces IL-1β processing via the production of reactive oxygen species in microglia, however their findings could not exclude the possibility that this phenomenon is accompanied by cellular senescence in glial cells. Previous studies have shown that increased IL-1β secretion is often accompanied by activation of the NLRP3 pathway (65, 66). More specifically, Halle (67) showed that in response to Aβ, microglia secrete more IL-1β via activation of the NLRP3 pathway. Youm et al. (58) demonstrated that demonstrated that the canonical NLRP3 inflammasome links systemic low-grade inflammation to multiple age-related degenerative changes, such as thymic involution, reduced innate immune activation, and decreased brain function. Consistent with these previous findings, we also observed activation of the NLRP3 pathway in rat astrocytes treated by Aβ and H2O2, and NLRP3 activation (Figure 6), in turns, might increase the maturation of IL-1β. Our results are based on in vitro experiments only, in vivo experiments using appropriate animal models may be carried out in the future to further confirm the role of IL-1β in development of AD.

As mentioned previously, inflammation is a fundamental response to injuries in central nervous system and is associated with the occurrence and development of AD. Astrocytes were reported to secrete a broad profile of inflammatory factors (2). Consistently, our study showed that treatment with Aβ, H2O2, or IL-1β induced astrocytes to be senescent and to secrete several important inflammatory factors, such as IL-6 and IL-8. These results raise the following questions: In the brain, do inflammatory factors lead to cellular senescence; or does cellular senescence lead to the rise of inflammatory factors; or do these two processes crosstalk to each other as a positive feedback loop? With the existing evidence, currently we are unable to answer these questions and will pay close attention to any progress in this area.

Our recently published study (19) showed that IL-1β induces cellular senescence through EGFR activation. Interestingly, EGFR activation is common in astrogliosis (68, 69), while EGF treatment can trigger astrogliosis (70). Although it was not investigated in this study, we speculate that EGFR activation may play a role in cellular senescence of astrocytes induced by IL-1β. This raises the interesting question of whether there is some intrinsic relationship between senescence and astrogliosis in astrocytes. Due to the lack of evidence at this stage, we cannot make any judgment yet. But the question is very interesting, and worthy of further exploration.

Until now, there is no ideal animal models of sporadic AD since none of them perfectly simulates all aspects of the pathological process of AD (71). That's why many treatments and interventions had been successful in preclinical models but failed in clinical trials. Are we looking in the wrong direction? Therefore, research into novel mechanisms of AD etiology is urgently needed, and astrocyte senescence induced by inflammatory factors contributing to the occurrence and progress of AD may be a very promising research direction. In addition, searching for astrocyte-specific senescence markers as early diagnostic markers for AD is an attractive research goal.

Conclusion

Overall, our current study, together with previous in vivo and clinical evidence (7275), suggests that IL-1β and NLRP3 actively function in promoting senescence of astrocytes and could be valuable diagnosis biomarkers and therapeutic targets for AD.

Data Availability Statement

All datasets generated for this study are included in the article/Supplementary Material.

Ethics Statement

The animal studies were reviewed and approved by the Jiangsu University Institutional Animal Care and Use Committee.

Author Contributions

JX, ZT, and YH conceived and designed the study. DS and WX performed experiments and acquired data. DS and YH performed data analysis. JX, ZT, and YH drafted the manuscript. JX and ZT obtained the fundings. All authors edited and revised the manuscript. All authors contributed to the article and approved the submitted version.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

We are grateful to the faculty and staff at Jiangsu University and China National Clinical Research Center for Neurological Diseases for engagement in helping the study.

Footnotes

Funding. This study was supported by the National Natural Science Foundation [grant number 81870821, 81471215, 81271211, 31771521]; Beijing Youth Talent Team Support Program (2018000021223TD08); Science and Technology Projects of Jiangsu Province [grant number BE2016718]; Six Talent Peak Project from Government of Jiangsu Province [grant number 2016-SWYY-011]; Top Talent of Innovative Research Team of Jiangsu Province; Start-up Scientific Research Fund for the Returned Oversea Scholars from Chinese Ministry of Education.

Supplementary Material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fneur.2020.00929/full#supplementary-material

Supplementary Figure 1

Primary culture of rat astrocytes. (A) The representative pictures of immunofluorescence staining of GFAP and tomato lectin on the mixed cells. (B) The representative pictures of immunofluorescence staining of GFAP on purified rat astrocytes. The mean values showed in the pictures calculated from three independent experiments.

Supplementary Figure 2

Inflammatory factor screening using SA-β-gal and SAHF assays. (A,B) Cells were treated with different concentrations of inflammatory factors for 2 days, and the percentages of SA-β-gal (A) and SAHF (B) positive cells were analyzed. Data indicate the mean values calculated from three independent experiments (±SD). Statistically significant differences were determined by one-way ANOVA (**P < 0.01, ***P < 0.001).

Supplementary Figure 3

The graphic abstract.

Supplementary Table 1

Antibodies used in this study.

Supplementary Table 2

Primers sequences used in this study.

References

  • 1.Pishgar F, Ebrahimi H, Saeedi Moghaddam S, Fitzmaurice C, Amini E. Global, regional and national burden of prostate cancer, 1990 to 2015: results from the global burden of disease study 2015. J Urol. (2018) 199:1224–32. 10.1016/j.juro.2017.10.044 [DOI] [PubMed] [Google Scholar]
  • 2.Salminen A, Ojala J, Kaarniranta K, Haapasalo A, Hiltunen M, Soininen H. Astrocytes in the aging brain express characteristics of senescence-associated secretory phenotype. Europ J Neurosci. (2011) 34:3–11. 10.1111/j.1460-9568.2011.07738.x [DOI] [PubMed] [Google Scholar]
  • 3.Shokri-Kojori E, Wang GJ, Wiers CE, Demiral SB, Guo M, Kim SW, et al. beta-Amyloid accumulation in the human brain after one night of sleep deprivation. Proc Natl Acad Sci USA. (2018) 115:4483–8. 10.1073/pnas.1721694115 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Sudduth TL, Schmitt FA, Nelson PT, Wilcock DM. Neuroinflammatory phenotype in early Alzheimer's disease. Neurobiol Aging. (2013) 34:1051–9. 10.1016/j.neurobiolaging.2012.09.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Johnston H, Boutin H, Allan SM. Assessing the contribution of inflammation in models of Alzheimer's disease. Biochem Soc Trans. (2011) 39:886–90. 10.1042/BST0390886 [DOI] [PubMed] [Google Scholar]
  • 6.Tarkowski E, Blennow K, Wallin A, Tarkowski A. Intracerebral production of tumor necrosis factor-alpha, a local neuroprotective agent, in Alzheimer disease and vascular dementia. J Clin Immunol. (1999) 19:223–30. [DOI] [PubMed] [Google Scholar]
  • 7.Cramer PE, Cirrito JR, Wesson DW, Lee CY, Karlo JC, Zinn AE, et al. ApoE-directed therapeutics rapidly clear beta-amyloid and reverse deficits in AD mouse models. Science. (2012) 335:1503–6. 10.1126/science.1217697 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Prokop S, Miller KR, Heppner FL. Microglia actions in Alzheimer's disease. Acta Neuropathol. (2013) 126:461–77. 10.1007/s00401-013-1182-x [DOI] [PubMed] [Google Scholar]
  • 9.Ben-Porath I, Weinberg RA. The signals and pathways activating cellular senescence. Int J Biochem Cell Biol. (2005) 37:961–76. 10.1016/j.biocel.2004.10.013 [DOI] [PubMed] [Google Scholar]
  • 10.Yaswen P, Campisi J. Oncogene-induced senescence pathways weave an intricate tapestry. Cell. (2007) 128:233–4. 10.1016/j.cell.2007.01.005 [DOI] [PubMed] [Google Scholar]
  • 11.Dimri GP, Lee X, Basile G, Acosta M, Scott G, Roskelley C, et al. A biomarker that identifies senescent human cells in culture and in aging skin in vivo. Proc Natl Acad Sci USA. (1995) 92:9363–7. 10.1073/pnas.92.20.9363 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Funayama R, Ishikawa F. [Tumor-suppressing role of cellular senescence and chromatin structure]. Nihon Ronen Igakkai zasshi Jap J Geriatr. (2007) 44:546–50. [PubMed] [Google Scholar]
  • 13.Narita M, Nunez S, Heard E, Narita M, Lin AW, Hearn SA, et al. Rb-mediated heterochromatin formation and silencing of E2F target genes during cellular senescence. Cell. (2003) 113:703–16. 10.1016/s0092-8674(03)00401-x [DOI] [PubMed] [Google Scholar]
  • 14.Rai TS, Adams PD. Lessons from senescence: chromatin maintenance in non-proliferating cells. Biochim Biophys Acta. (2012) 1819:322–31. 10.1016/j.bbagrm.2011.07.014 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Coppe JP, Desprez PY, Krtolica A, Campisi J. The senescence-associated secretory phenotype: the dark side of tumor suppression. Ann Rev Pathol. (2010) 5:99–118. 10.1146/annurev-pathol-121808-102144 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Coppe JP, Patil CK, Rodier F, Sun Y, Munoz DP, Goldstein J, et al. Senescence-associated secretory phenotypes reveal cell-nonautonomous functions of oncogenic RAS and the p53 tumor suppressor. PLoS Biol. (2008) 6:2853–68. 10.1371/journal.pbio.0060301 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Acosta JC, Banito A, Wuestefeld T, Georgilis A, Janich P, Morton JP, et al. A complex secretory program orchestrated by the inflammasome controls paracrine senescence. Nat Cell Biol. (2013) 15:978–90. 10.1038/ncb2784 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Hubackova S, Krejcikova K, Bartek J, Hodny Z. IL1- and TGFbeta-Nox4 signaling, oxidative stress and DNA damage response are shared features of replicative, oncogene-induced, and drug-induced paracrine 'bystander senescence'. Aging. (2012) 4:932–51. 10.18632/aging.100520 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Shang D, Sun D, Shi C, Xu J, Shen M, Hu X, et al. Activation of epidermal growth factor receptor signaling mediates cellular senescence induced by certain pro-inflammatory cytokines. Aging Cell. (2020) 19:e13145. 10.1111/acel.13145 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Kritsilis M, S VR, Koutsoudaki PN, Evangelou K, Gorgoulis VG, Papadopoulos D. Ageing, cellular senescence and neurodegenerative disease. Int J Mol Sci. (2018) 19:2937. 10.3390/ijms19102937 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Boccardi V, Pelini L, Ercolani S, Ruggiero C, Mecocci P. From cellular senescence to Alzheimer's disease: the role of telomere shortening. Ageing Res Rev. (2015) 22:1–8. 10.1016/j.arr.2015.04.003 [DOI] [PubMed] [Google Scholar]
  • 22.Sikora E, Arendt T, Bennett M, Narita M. Impact of cellular senescence signature on ageing research. Ageing Res Rev. (2011) 10:146–52. 10.1016/j.arr.2010.10.002 [DOI] [PubMed] [Google Scholar]
  • 23.Bussian TJ, Aziz A, Meyer CF, Swenson BL, van Deursen JM, Baker DJ. Clearance of senescent glial cells prevents tau-dependent pathology and cognitive decline. Nature. (2018) 562:578–82. 10.1038/s41586-018-0543-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Musi N, Valentine JM, Sickora KR, Baeuerle E, Thompson CS, Shen Q, et al. Tau protein aggregation is associated with cellular senescence in the brain. Aging Cell. (2018) 17:e12840. 10.1111/acel.12840 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Lawson LJ, Perry VH, Gordon S. Turnover of resident microglia in the normal adult mouse brain. Neuroscience. (1992) 48:405–15. [DOI] [PubMed] [Google Scholar]
  • 26.Shimada IS, LeComte MD, Granger JC, Quinlan NJ, Spees JL. Self-renewal and differentiation of reactive astrocyte-derived neural stem/progenitor cells isolated from the cortical peri-infarct area after stroke. J Neurosc. (2012) 32:7926–40. 10.1523/JNEUROSCI.4303-11.2012 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Chen Y, Swanson RA. Astrocytes and brain injury. J Cerebral Blood Flow Metabol. (2003) 23:137–49. 10.1097/01.WCB.0000044631.80210.3C [DOI] [PubMed] [Google Scholar]
  • 28.Verkhratsky A, Nedergaard M. Physiology of Astroglia. Physiol Rev. (2018) 98:239–389. 10.1152/physrev.00042.2016 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Oliveira JF, Sardinha VM, Guerra-Gomes S, Araque A, Sousa N. Do stars govern our actions? Astrocyte involvement in rodent behavior. Trends Neurosci. (2015) 38:535–49. 10.1016/j.tins.2015.07.006 [DOI] [PubMed] [Google Scholar]
  • 30.Charveriat M, Naus CC, Leybaert L, Saez JC, Giaume C. Connexin-dependent neuroglial networking as a new therapeutic target. Front Cell Neurosci. (2017) 11:174. 10.3389/fncel.2017.00174 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Burda JE, Sofroniew MV. Reactive gliosis and the multicellular response to CNS damage and disease. Neuron. (2014) 81:229–48. 10.1016/j.neuron.2013.12.034 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Osborn LM, Kamphuis W, Wadman WJ, Hol EM. Astrogliosis: An integral player in the pathogenesis of Alzheimer's disease. Progress Neurobiol. (2016) 144:121–41. 10.1016/j.pneurobio.2016.01.001 [DOI] [PubMed] [Google Scholar]
  • 33.Lopes KO, Sparks DL, Streit WJ. Microglial dystrophy in the aged and Alzheimer's disease brain is associated with ferritin immunoreactivity. Glia. (2008) 56:1048–60. 10.1002/glia.20678 [DOI] [PubMed] [Google Scholar]
  • 34.Streit WJ, Braak H, Xue QS, Bechmann I. Dystrophic (senescent) rather than activated microglial cells are associated with tau pathology and likely precede neurodegeneration in Alzheimer's disease. Acta Neuropathol. (2009) 118:475–85. 10.1007/s00401-009-0556-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Koistinaho M, Lin S, Wu X, Esterman M, Koger D, Hanson J, et al. Apolipoprotein E promotes astrocyte colocalization and degradation of deposited amyloid-beta peptides. Nat Med. (2004) 10:719–26. 10.1038/nm1058 [DOI] [PubMed] [Google Scholar]
  • 36.Nagele RG, D'Andrea MR, Lee H, Venkataraman V, Wang HY. Astrocytes accumulate A beta 42 and give rise to astrocytic amyloid plaques in Alzheimer disease brains. Brain Res. (2003) 971:197–209. 10.1016/s0006-8993(03)02361-8 [DOI] [PubMed] [Google Scholar]
  • 37.Rodriguez JJ, Olabarria M, Chvatal A, Verkhratsky A. Astroglia in dementia and Alzheimer's disease. Cell Death Differ. (2009) 16:378–85. 10.1038/cdd.2008.172 [DOI] [PubMed] [Google Scholar]
  • 38.Sofroniew MV, Vinters HV. Astrocytes: biology and pathology. Acta Neuropathol. (2010) 119:7–35. 10.1007/s00401-009-0619-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Bitto A, Sell C, Crowe E, Lorenzini A, Malaguti M, Hrelia S, et al. Stress-induced senescence in human and rodent astrocytes. Exp Cell Res. (2010) 316:2961–8. 10.1016/j.yexcr.2010.06.021 [DOI] [PubMed] [Google Scholar]
  • 40.Gorg B, Karababa A, Shafigullina A, Bidmon HJ, Haussinger D. Ammonia-induced senescence in cultured rat astrocytes and in human cerebral cortex in hepatic encephalopathy. Glia. (2015) 63:37–50. 10.1002/glia.22731 [DOI] [PubMed] [Google Scholar]
  • 41.Di Mitri D, Alimonti A. Non-cell-autonomous regulation of cellular senescence in cancer. Trends Cell Biol. (2016) 26:215–26. 10.1016/j.tcb.2015.10.005 [DOI] [PubMed] [Google Scholar]
  • 42.Hoare M, Narita M. Transmitting senescence to the cell neighbourhood. Nat Cell Biol. (2013) 15:887–9. 10.1038/ncb2811 [DOI] [PubMed] [Google Scholar]
  • 43.Prakash P, Lantz TC, Jethava KP, Chopra G. Rapid, refined, and robust method for expression, purification, and characterization of recombinant human amyloid beta 1-42. Methods Protocols. (2019) 2:48. 10.3390/mps2020048 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.de Vellis J, Cole R. Preparation of mixed glial cultures from postnatal rat brain. Methods Mol Biol. (2012) 814:49–59. 10.1007/978-1-61779-452-0_4 [DOI] [PubMed] [Google Scholar]
  • 45.Shang D, Wu Y, Ding Y, Lu Z, Shen Y, Zhu F, et al. Identification of a pyridine derivative inducing senescence in ovarian cancer cell lines via P21 activation. Clin Exp Pharmacol Physiol. (2018) 45:452–60. 10.1111/1440-1681.12891 [DOI] [PubMed] [Google Scholar]
  • 46.Tu Z, Zhuang X, Yao YG, Zhang R. BRG1 is required for formation of senescence-associated heterochromatin foci induced by oncogenic RAS or BRCA1 loss. Mol Cell Biol. (2013) 33:1819–29. 10.1128/MCB.01744-12 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Wainstock DH. A decade of Developmental Cell. Dev Cell. (2011) 21:1. 10.1016/j.devcel.2011.07.002 [DOI] [PubMed] [Google Scholar]
  • 48.Aird KM, Zhang R. Detection of senescence-associated heterochromatin foci (SAHF). Methods Mol Biol. (2013) 965:185–96. 10.1007/978-1-62703-239-1_12 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Liu H, Lu J, Hua Y, Zhang P, Liang Z, Ruan L, et al. Targeting heat-shock protein 90 with ganetespib for molecularly targeted therapy of gastric cancer. Cell Death Dis. (2015) 6:e1595. 10.1038/cddis.2014.555 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Tu Z, Aird KM, Bitler BG, Nicodemus JP, Beeharry N, Xia B, et al. Oncogenic RAS regulates BRIP1 expression to induce dissociation of BRCA1 from chromatin, inhibit DNA repair, and promote senescence. Dev Cell. (2011) 21:1077–91. 10.1016/j.devcel.2011.10.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Seifert S, Pannell M, Uckert W, Farber K, Kettenmann H. Transmitter- and hormone-activated Ca(2+) responses in adult microglia/brain macrophages in situ recorded after viral transduction of a recombinant Ca(2+) sensor. Cell Calcium. (2011) 49:365–75. 10.1016/j.ceca.2011.03.005 [DOI] [PubMed] [Google Scholar]
  • 52.Kannan S, Saadani-Makki F, Muzik O, Chakraborty P, Mangner TJ, Janisse J, et al. Microglial activation in perinatal rabbit brain induced by intrauterine inflammation: detection with 11C-(R)-PK11195 and small-animal PET. J Nuclear Med. (2007) 48:946–54. 10.2967/jnumed.106.038539 [DOI] [PubMed] [Google Scholar]
  • 53.Hol EM, Pekny M. Glial fibrillary acidic protein (GFAP) and the astrocyte intermediate filament system in diseases of the central nervous system. Curr Opinion Cell Biol. (2015) 32:121–30. 10.1016/j.ceb.2015.02.004 [DOI] [PubMed] [Google Scholar]
  • 54.Frakes AE, Ferraiuolo L, Haidet-Phillips AM, Schmelzer L, Braun L, Miranda CJ, et al. Microglia induce motor neuron death via the classical NF-kappaB pathway in amyotrophic lateral sclerosis. Neuron. (2014) 81:1009–23. 10.1016/j.neuron.2014.01.013 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Lenz KM, Nugent BM, Haliyur R, McCarthy MM. Microglia are essential to masculinization of brain and behavior. J Neurosci. (2013) 33:2761–72. 10.1523/JNEUROSCI.1268-12.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.He Y, Hara H, Nunez G. Mechanism and Regulation of NLRP3 Inflammasome Activation. Trends Biochem Sci. (2016) 41:1012–21. 10.1016/j.tibs.2016.09.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Pauwels NS, Bracke KR, Dupont LL, Van Pottelberge GR, Provoost S, Vanden Berghe T, et al. Role of IL-1alpha and the Nlrp3/caspase-1/IL-1beta axis in cigarette smoke-induced pulmonary inflammation and COPD. Europ Resp J. (2011) 38:1019–28. 10.1183/09031936.00158110 [DOI] [PubMed] [Google Scholar]
  • 58.Youm YH, Grant RW, McCabe LR, Albarado DC, Nguyen KY, Ravussin A, et al. Canonical Nlrp3 inflammasome links systemic low-grade inflammation to functional decline in aging. Cell Metab. (2013) 18:519–32. 10.1016/j.cmet.2013.09.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Hunter S, Arendt T, Brayne C. The senescence hypothesis of disease progression in Alzheimer disease: an integrated matrix of disease pathways for FAD and SAD. Mol Neurobiol. (2013) 48:556–70. 10.1007/s12035-013-8445-3 [DOI] [PubMed] [Google Scholar]
  • 60.Shen Y, Gao H, Shi X, Wang N, Ai D, Li J, et al. Glutamine synthetase plays a role in D-galactose-induced astrocyte aging in vitro and in vivo. Exper Gerontol. (2014) 58:166–73. 10.1016/j.exger.2014.08.006 [DOI] [PubMed] [Google Scholar]
  • 61.Hou J, Kim S, Sung C, Choi C. Ginsenoside Rg3 prevents oxidative stress-induced astrocytic senescence and ameliorates senescence paracrine effects on glioblastoma. Molecules. (2017) 22:1516. 10.3390/molecules22091516 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Woods G, Andersen JK. Screening method for identifying toxicants capable of inducing astrocyte senescence. Toxicol Sci. (2018) 166:16–24. 10.1093/toxsci/kfy181 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Norton EJ, Bridges LR, Kenyon LC, Esiri MM, Bennett DC, Hainsworth AH. Cell senescence and cerebral small vessel disease in the brains of people aged 80 years and older. J Neuropathol Exp Neurol. (2019) 78:1066–72. 10.1093/jnen/nlz088 [DOI] [PubMed] [Google Scholar]
  • 64.Parajuli B, Sonobe Y, Horiuchi H, Takeuchi H, Mizuno T, Suzumura A. Oligomeric amyloid beta induces IL-1beta processing via production of ROS: implication in Alzheimer's disease. Cell Death Dis. (2013) 4:e975. 10.1038/cddis.2013.503 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Boro M, Balaji KN. CXCL1 and CXCL2 regulate NLRP3 inflammasome activation via G-protein-coupled receptor CXCR2. J Immunol. (2017) 199:1660–71. 10.4049/jimmunol.1700129 [DOI] [PubMed] [Google Scholar]
  • 66.Weigt SS, Palchevskiy V, Belperio JA. Inflammasomes and IL-1 biology in the pathogenesis of allograft dysfunction. J Clin Invest. (2017) 127:2022–9. 10.1172/JCI93537 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Halle A, Hornung V, Petzold GC, Stewart CR, Monks BG, Reinheckel T, et al. The NALP3 inflammasome is involved in the innate immune response to amyloid-beta. Nat Immunol. (2008) 9:857–65. 10.1038/ni.1636 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Rabchevsky AG, Weinitz JM, Coulpier M, Fages C, Tinel M, Junier MP. A role for transforming growth factor alpha as an inducer of astrogliosis. J Neurosci. (1998) 18:10541–52. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Li ZW, Li JJ, Wang L, Zhang JP, Wu JJ, Mao XQ, et al. Epidermal growth factor receptor inhibitor ameliorates excessive astrogliosis and improves the regeneration microenvironment and functional recovery in adult rats following spinal cord injury. J Neuroinfl. (2014) 11:71. 10.1186/1742-2094-11-71 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70.Vinukonda G, Hu F, Mehdizadeh R, Dohare P, Kidwai A, Juneja A, et al. Epidermal growth factor preserves myelin and promotes astrogliosis after intraventricular hemorrhage. Glia. (2016) 64:1987–2004. 10.1002/glia.23037 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Zhang L, Chen C, Mak MS, Lu J, Wu Z, Chen Q, et al. Advance of sporadic Alzheimer's disease animal models. Med Res Rev. (2020) 40:431–58. 10.1002/med.21624 [DOI] [PubMed] [Google Scholar]
  • 72.Heneka MT, Kummer MP, Stutz A, Delekate A, Schwartz S, Vieira-Saecker A, et al. NLRP3 is activated in Alzheimer's disease and contributes to pathology in APP/PS1 mice. Nature. (2013) 493:674–8. 10.1038/nature11729 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73.Saresella M, La Rosa F, Piancone F, Zoppis M, Marventano I, Calabrese E, et al. The NLRP3 and NLRP1 inflammasomes are activated in Alzheimer's disease. Mol Neurodegener. (2016) 11:23. 10.1186/s13024-016-0088-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74.Song L, Pei L, Yao S, Wu Y, Shang Y. NLRP3 inflammasome in neurological diseases, from functions to therapies. Front Cell Neurosci. (2017) 11:63. 10.3389/fncel.2017.00063 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75.Tan MS, Yu JT, Jiang T, Zhu XC, Tan L. The NLRP3 inflammasome in Alzheimer's disease. Mol Neurobiol. (2013) 48:875–82. 10.1007/s12035-013-8475-x [DOI] [PubMed] [Google Scholar]

Associated Data

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

Supplementary Materials

Supplementary Figure 1

Primary culture of rat astrocytes. (A) The representative pictures of immunofluorescence staining of GFAP and tomato lectin on the mixed cells. (B) The representative pictures of immunofluorescence staining of GFAP on purified rat astrocytes. The mean values showed in the pictures calculated from three independent experiments.

Supplementary Figure 2

Inflammatory factor screening using SA-β-gal and SAHF assays. (A,B) Cells were treated with different concentrations of inflammatory factors for 2 days, and the percentages of SA-β-gal (A) and SAHF (B) positive cells were analyzed. Data indicate the mean values calculated from three independent experiments (±SD). Statistically significant differences were determined by one-way ANOVA (**P < 0.01, ***P < 0.001).

Supplementary Figure 3

The graphic abstract.

Supplementary Table 1

Antibodies used in this study.

Supplementary Table 2

Primers sequences used in this study.

Data Availability Statement

All datasets generated for this study are included in the article/Supplementary Material.


Articles from Frontiers in Neurology are provided here courtesy of Frontiers Media SA

RESOURCES