Kidney Res Clin Pract > Epub ahead of print
Jeong, Park, Choi, Cho, Moon, and Gil: Indoxyl sulfate induces apoptotic cell death by inhibiting glycolysis in human astrocytes

Abstract

Background

Neurologic complications, such as cognitive and emotional dysfunction, have frequently been observed in chronic kidney disease (CKD) patients. Previous research shows that uremic toxins play a role in the pathogenesis of CKD-associated cognitive impairment. Since astrocytes contribute to the protection and survival of neurons, astrocyte function and brain metabolism may contribute to the pathogenesis of neurodegeneration. Indoxyl sulfate (IS) is the most popular uremic toxin. However, how IS-induced astrocyte injury brings about neurologic complications in CKD patients has not been elucidated.

Methods

The rate of extracellular acidification was measured in astrocytes when IS (0.5–3 mM, 4 or 7 days) treatment was applied. The hexokinase 1 (HK1), pyruvate kinase isozyme M2 (PKM2), pyruvate dehydrogenase (PDH), and phosphofructokinase (PFKP) protein levels were also measured. The activation of the apoptotic pathway was investigated using a confocal microscope, fluorescence-activated cell sorting, and cell three-dimensional imaging was used.

Results

In astrocytes, IS affected glycolysis in not only dose-dependently but also time-dependently. Additionally, HK1, PKM2, PDH, and PFKP levels were decreased in IS-treated group when compared to the control. The results were prominent in cases with higher doses and longer exposure duration. The apoptotic features after IS treatment were also observed.

Conclusion

Our results showed that the inhibition of glycolysis by IS in astrocytes leads to cell death via apoptosis. Specifically, long-term and higher-dose exposures had more serious effects on astrocytes. Our results suggest that the glycolysis pathway and related targets could provide a novel approach to cognitive dysfunction in CKD patients.

Introduction

Chronic kidney disease (CKD) refers to a progressive impairment of renal structures and functions. Some studies have reported on the crosstalk between the kidneys and other organs [1,2]. CKD adversely affects brain and nervous system functions [3,4]. However, there is still no consensus on the exact mechanism by which this crosstalk takes place between the kidneys and the nervous system [3,4].
Indoxyl sulfate (IS) is a protein-bound uremic toxin that hemodialysis cannot eliminate [5]. It causes nephrotoxicity, especially in tubular cells, and inhibits endothelial cell proliferation. IS reduction could delay CKD progression. Previous clinical studies have produced no conclusive evidence showing AST-120 (an oral spherical activated carbon) has benefits in delaying CKD progression [68]. A recent meta-analysis has shown that tailored AST-120 dosing represents an optimal treatment strategy because it lowers the rates of composite renal outcomes and end-stage kidney disease [9]. In most studies, the primary outcomes are CKD progression and death. The effects of IS reduction on other organs, e.g., the brain, are lacking. Recent studies suggest that IS affects glial function and neuroinflammation in CKD [10,11]. Further studies of chronic IS exposure on glial cells may reveal potential therapeutic targets for cognitive and emotional changes associated with CKD.
Astrocytes provide trophic support for neurons and promote formation and function of synapses [12]. Astrocytes are required for neuronal survival, and the loss of normal astrocyte function can be a primary contributor to neurodegeneration [13]. Several studies report that IS induces apoptosis in human astrocytes through oxidative stress. Especially, a recent study using next-generation sequencing in human astrocytes has revealed that IS can induce pathways associated with oxidative stress, nuclear factor erythroid 2-related factor 2, and mitogen-activated protein kinase signaling pathways [14]. This suggests that IS could be related to CKD-induced neurodegenerative disease [10,1416]. Furthermore, the mitochondrial central carbon metabolism in astrocytes regulates overall brain bioenergetics, neurotransmitter homeostasis, and redox balances. We recently showed that impaired carbon metabolism, particularly aerobic glycolysis, may be a novel mechanism of Alzheimer’s disease by damaging astrocytes [17,18]. However, the effect of IS on astrocyte glycolysis have not been studied. Consequently, we investigated whether IS inhibits glycolysis and induces apoptosis in astrocytes by reducing glycolysis.

Methods

Cell cultures

The astrocytes used in our study are primary cells isolated from the human brain cerebral cortex (#1800; ScienCell Research Laboratories). The culture method followed the manufacturer’s protocol. GlutaMAX media (10569010; Gibco) with 1% N-2 supplement (17502048; Gibco), 10% fetal bovine serum (26140079; Gibco), and 1% antibiotic (30-002-CI; Corning) was added and 80% confluence cells were cultured in a 100-mm cell culture dish (20100; SPL Life Sciences). Cells were incubated in 5% CO2 at 37 ℃ conditions.

Cell viability

To evaluate the cytotoxicity of IS, we performed a thiazolyl blue tetrazolium bromide (MTT) assay. We seeded 5 × 103 cells per well in a 96-well plate and incubated them for 24 hours. The IS was diluted and processed by concentrating in in a complete media (N-2 supplement with fetal bovine serum). After 7 days, the culture medium was removed, and 100 μL of MTT (M2128; Sigma-Aldrich) at a concentration of 0.5 mg/mL was added per well and incubated for 4 hours. Then, we removed the supernatant and add 100 μL of dimethyl sulfoxide to completely dissolve the generated formazan. Absorbance was measured at 570 nm using a plate reader (Multiskan Go; Thermo Fisher Scientific).

Annexin V and propidium iodide staining

We used annexin V propidium iodide kit (556547; BD Pharmingen) to evaluate apoptosis/necrosis. For confocal imaging, cells were seeded on a sterilized cover glass coated with 2 μg/cm2 poly-L-lysine solution (P4707; Sigma-Aldrich). After 24 hours of incubation, the IS was treated by diluting each concentration. Seven days later, annexin V (Alexa 488-conjugated) and propidium iodide (red-fluorescent) were diluted in the binding buffer provided at 1:100, treated and incubated at 37 ℃ in the dark for 15 minutes. After that, the staining solution was removed, and it was fixed with 4% paraformaldehyde for 5 minutes. Then, it was washed with phosphate buffered saline (PBS) and mounted with FluoroShield with DAPI (F6057; Sigma-Aldrich). The stained apoptosis/necrosis cells were also imaged with a confocal microscope (LSM710; Carl Zeiss).

Fluorescence-activated cell sorting

Before fluorescence-activated cell sorting (FACS) analysis, cells were trypsinized and immuno-labeled with annexin V and propidium iodide. The cells were incubated in a buffer with fluorescent dyes under the manufacturer’s instructions. Then, they were analyzed using a FACSCalibur flow cytometer (BD FACSCanto II; BD Biosciences). The cells with fluorescein isothiocyanate (FITC) annexin V positive and propidium iodide negative were considered to undergo apoptosis.

Glycolysis rate assay

To evaluate the effect of IS on the glycolytic function of astrocytes, we used a direct analysis of the concentration of dissociated hydrogen ions by measuring the extracellular acidification rate (ECAR) with an Agilent Seahorse XFe/XF analyzer. The XF Glycolysis Stress Test kit (103020-100; Agilent Technologies, Inc.) was used, and all experimental procedures followed the manufacturer’s user guide. The detailed methods are those referred to in our previous study [17,18]. Shortly, cells were seeded at 5 × 103 cells per well in the plate included with the kit (102601-100, FluxPak mini for XF96 & Xfe96 Analyzers; Agilent Technologies, Inc.), and treated with IS by concentration. After 4 or 7 days, cells were washed twice with PBS, and the culture medium was replaced with XF DMEM Base Medium (103575-100; Agilent Technologies, Inc.), and incubated for 1 hour in a non-CO2 incubator. After that, glucose (final concentration, 10 mM), oligomycin (final concentration, 1 μM), and 2-deoxyglucose (2-DG; final concentration, 50 mM) were added in cartridge ports A, B, and C, respectively. Then, the hydrated cartridge sensor was installed to the cell plate and the assay was performed.

Western blotting

To quantify intracellular proteins, we used western blotting. Astrocytes were seeded 5 × 104 per well into a 12-well plate and incubated at 37 °C and for 24 hours. After that, IS was treated for each specified concentration and time. Then, the trypsinized cell pellet was lysed with radioimmunoprecipitation assay (RIPA) lysis and extraction buffer (89900; Thermo Fisher Scientific) on ice for 30 minutes. After centrifuging at 11,000 rpm for 5 minutes, the supernatant was used for immunoblotting. For protein quantification, Bradford protein assay (5000006; Bio-Rad Laboratories) was used according to the manufacturer’s instructions. Then, 30 μg of quantified protein was separated by size with an electrophoresis system (1658004; Bio-Rad Laboratories) using 10% gel (4561035; Bio-Rad Laboratories). This was then transferred to a polyvinylidene fluoride membrane (1620174; Bio-Rad Laboratories) and allowed to react in blocking buffer (5% skim milk in TBST) for 1 hour. Primary antibodies were added and incubated overnight in a cold room. We purchased antibodies for hexokinase 1 (HK1), pyruvate kinase isozyme M2 (PKM2), pyruvate dehydrogenase (PDH), phosphofructokinase (PFKP), and lactate dehydrogenase (LDH), which were included in the cell signaling glycolysis sampler kit (8337T; Cell Signaling Technology). Antibodies for Bcl2 (4223T; Cell Signaling Technology), Bax (89477S; Cell Signaling Technology) and β-actin (3700S; Cell Signaling Technology) were used. All processes were followed manufacturer’s instructions. After washing three times with TBST for 5 minutes each, the HRP-linked secondary antibodies were diluted 1:2,000 and allowed to react for 30 minutes. They then reacted with the enhanced chemiluminescence solution (RPN2106; GE healthcare) and were detected with an imaging system (FUSION Solo S; Vilber). Each membrane was compared with β-actin as a control, and ImageJ software was used for quantitative analysis.

Cell three-dimensional imaging

We imaged morphological changes of astrocytes with a three-dimensional (3D) cell imaging machine (3D Explore; Nanolive) as in our previous studies [17,18]. Briefly, astrocytes were seeded into a FluoroDish (FD35-100; World Precision Instruments) and incubated. Except for the IS treatment, after 24 hours, the astrocytes were treated with IS for 7 days, and those in a control group were incubated under the same conditions. Then, 3D images of astrocytes from both groups were acquired.

Results

Indoxyl sulfate induced cytotoxicity in human astrocytes

We analyzed the morphological changes of cytotoxicity following IS treatment (at 7 days) in human astrocytes using a 3D cell analyzer. In the IS-treated astrocytes, we observed such apoptotic cell morphological changes as blebbing and shrinkage of the cytosolic area as compared to the control group (Fig. 1).

Indoxyl sulfate induced apoptotic cell death in human astrocytes

We performed an MTT assay to evaluate the viability of astrocytes as a marker of cytotoxicity by IS. As shown in Fig. 2, after 4 and 7 days, IS reduced astrocyte cell viability in a dose-dependent manner. In order to investigate whether this decreased cell viability was induced by apoptosis as shown in Fig. 1, we did a FACS study. After incubation with IS for 4 and 7 days, it was noted that the proportion of apoptotic cells had significantly increased (Fig. 3). Apoptotic cells were more prominent after 7 days of IS incubation as compared to those after 4 days. This effect was also more noticeable at higher IS dose. An immunoblot study confirmed that the Bax/Bcl-2 ratio had significantly increased by days 4 and 7 in a dose-dependent manner (Fig. 4A, B). Astrocytes incubated both with or without IS (0.5 and 1.0 mM) for 7 days were stained with annexin V, FITC (green), and propidium iodide (red). As shown in Fig. 4C, astrocytes without IS were not stained by either annexin V or propidium iodide. However, cells treated with 0.5 mM of IS were partly stained by either of these and those treated with 1.0 mM were significantly stained. Thus, we were able to readily observe co-staining in these spots.

Indoxyl sulfate suppresses the activation of glycolysis in human astrocytes

We investigated whether IS could affect glycolytic activity in human astrocytes. ECARs were investigated as surrogates of glycolysis by quantifying lactate production. The ECAR was measured during the sequential addition of glucose (the substrate of glycolysis), oligomycin (a selective inhibitor of mitochondrial respiration), and 2-DG (a specific inhibitor of glycolysis). IS significantly suppressed ECAR levels in response to glucose as compared to controls on days 4 and 7, and the degree of suppression was dose-dependent (Fig. 5). Decreased adenosine triphosphate (ATP) levels were also observed.

Indoxyl sulfate reduces the expression of glycolytic enzymes in human astrocytes

Next, we investigated whether IS could regulate enzyme expression in the glycolysis pathway. On day 4, IS decreased the PDH and PFKP protein levels as compared to the control, but the PKM2 seemed to increase slightly (Fig. 6A, B). After 7 days of IS treatment, HK1, PKM2, PDH, and PFKP protein levels were decreased as compared to the control (Fig. 6C, D). These results suggest that glycolysis inhibition in human astrocytes is associated with the exposure time and dose of IS.

Discussion

Our study showed that long-term exposure to uremic toxins suppresses glycolysis in astrocytes. Our results also suggest that the inhibition of glycolysis by IS in astrocytes leads to cell death via apoptosis. IS affects glycolysis in astrocytes not only dose-dependently, but also time-dependently. Specifically, long-term and higher-dose exposures had more serious effects on astrocytes. Because CKD patients are inevitably subjected to long-term exposure to uremic toxins during their disease progression, even slight increases in concentration of uremic toxins can inhibit glycolysis and reduce the activity of astrocytes.
Neurologic disorders, such as Alzheimer’s and Parkinson’s disease, are associated with impaired brain energy metabolism [19,20]. The significance of aerobic glycolysis in astrocytes has been extensively documented in metabolic brain diseases, particularly in Alzheimer disease, where it is known to play a crucial role in its pathogenesis [21,22]. Because of role of glucose as the main energy source in astrocytes, it plays a crucial role in the central nerve system by regulating synaptic activity and intellectual disability [7], with glycolysis and lactate production being metabolic features of astrocytes [23,24]. Indeed, we observed an association between memory impairment and suppressed glucose uptake in the human brain, which we demonstrated with an F-18 fluorodeoxyglucose positron emission tomography scan [25]. In contrast, neurons meet their energy demands predominantly by oxidative phosphorylation [26,27]. Thus, aerobic glycolysis, an energy-producing pathway that uses glucose as metabolic substrates under conditions of sufficient oxygen supply, is essential for memory formation and consolidation [26]. However, whether impaired energy production in the brain contributes to cognitive dysfunction in patients with CKD remains unclear.
Current clinical and animal studies suggest that CKD leads to cognitive impairment and emotional changes [3,11,28]. Previous studies have shown that IS may play a key role in the neurologic consequence of kidney failure [11,29]. The mechanism of how IS affects astrocytes has not been fully demonstrated. A previous study has shown that IS induces human astrocytic apoptosis under oxidative stress by inhibition of the mitogen-activated protein kinase pathway [14]. A damaged blood-brain barrier is associated with cognitive dysfunction [30]. In our recent work, we observed blood-brain barrier disruption in a rat CKD model [31]. Aryl hydrocarbon receptor activation by IS is associated with blood-brain barrier disruption, leading to cognitive impairment in animal CKD models [15].
Sato et al. [32] have demonstrated that exposure to IS can inhibit glycolytic activity in C2C12 myotube cells, which can be partially restored after 24 hours. They suggested that this compensatory regulation of glycolysis resulted in an excess antioxidative response, such as the pentose phosphate pathway [32]. In contrast, our study found that a 4-day exposure to IS suppressed PDH, while a 7-day exposure suppressed further steps in the glycolysis pathway, suggesting a more severe inhibition of glycolysis with prolonged exposure duration. The PDH complex irreversibly converts pyruvate and oxidized nicotinamide adenine dinucleotide (NAD+) into acetyl-CoA, nicotinamide adenine dinucleotide-reduced (NADH), and carbon dioxide [33]. PDH activity must be finely regulated to maintain cellular energy homeostasis and to supply the necessary carbon for biosynthetic pathways that cross the citric acid cycle [33]. Symptoms of PDH deficiency include lactic acidosis, elevated pyruvate levels, and ataxia, along with developmental delay, psychomotor retardation, and decreased cognitive capacity in long-lived patients [34]. Prolonged exposure to IS (7 days vs. 4 days) also suppressed glycolysis more acutely, suggesting that prolonged IS exposure inhibits astrocyte function more strongly. This may be a novel mechanism for cognitive impairment of CKD patients, in which the cognitive function slowly and chronically declines.
Our study has two other clinical implications. First, it can be presumed that long-term exposure to uremic toxins induces brain energy deficiency, leading to cognitive impairment. Thus, improving brain metabolism could be a novel therapeutic option. Glucagon-like peptide-1 (GLP-1) is an intestinal L-cell-derived incretin hormone that stimulates insulin secretion in the beta cells and inhibits alpha cell glucagon secretion of the pancreatic islets [35]. GLP-1 receptor agonist is associated with a lower risk of kidney and cardiovascular outcomes in type-2 diabetes [36,37]. Moreover, GLP-1 agonist improves cognition in 4-month-old five mice with familial Alzheimer disease mutation by enhancing aerobic glycolysis and reducing oxidative phosphorylation levels and oxidative stress in the brain [38]. We hope that further study could reveal whether enhancing glycolysis may improve cognition in CKD. Second, astrocytes contribute to the protection and survival of neurons. The study of astrocytes is particularly important, given the coexistence of neuronal and astrocytic apoptosis in damaged brains suffering from ischemia and neurodegenerative diseases [39]. IS is associated with glial cell neuroinflammation [10,40], and our study demonstrates that IS induces apoptosis in astrocytes. Further studies are needed to reveal the functions and interactions between glial cells and astrocytes in uremic conditions and their role in neurologic complications in CKD patients.
In conclusion, our study shows that prolonged exposure to IS significantly suppresses glycolysis in astrocytes, which culminates in apoptosis. This could be a novel therapeutic target and further studies are needed to estimate whether improvement in brain metabolism could prevent neurologic complications in CKD patients.

Notes

Conflicts of interest

All authors have no conflicts of interest to declare.

Funding

This work was supported by the Basic Science Research Program (NRF-2021R1F1A1060352 and NRF-2022R1F1A1071128) from the National Research Foundation of Korea.

Data sharing statement

The data presented in this study are available on request from the corresponding author.

Authors’ contributions

Conceptualization Funding acquisition: SP, HWG

Data curation: SHJ, SP

Formal analysis: SP, NJC

Investigation: SHJ, SP, NJC

Methodology: SHJ, JSM, HWG

Supervision: JSM, JSC

Visualization, SHJ, SP, HWG

Writing–original draft: SHJ, SP, HWG

Writing–review & editing: SP, HWG

All authors have read and agreed with the published version of the manuscript.

Figure 1.

Representative three-dimesional images of human astrocytes.

(A) Control and (B) indoxyl sulfate (IS)-treated. The morphological features of cytotoxicity are shown (white arrows), suggesting that IS induces cytotoxicity in human astrocytes. Scale bars, 20 μm.
j-krcp-23-005f1.jpg
Figure 2.

Indoxyl sulfate (IS) reduced astrocyte viability.

The effects of IS on cell viability were dose-dependent. The severity of reduced cell viability seemed to be prominent after 7 days (B) compared to 4 days (A). The bar graphs represent the mean ± standard error of mean (n = 3) for each group.
*p < 0.05, **p < 0.01.
j-krcp-23-005f2.jpg
Figure 3.

Indoxyl sulfate (IS) induced astrocyte apoptosis.

Astrocytes were incubated with IS for 4 days (A) or 7 days (B), then were harvested and stained with propidium iodide. The surface markers expressed on cells were analyzed using FACS. As a result, the proportions of apoptotic cells are depicted following 4 days (A) and 7 days (B) of IS treatment. The increment of apoptotic cells was dose-dependent. The bar graphs represent the mean ± standard error of mean (n = 4) for each group.
FITC, fluorescein isothiocyanate.
*p < 0.05, **p < 0.01.
j-krcp-23-005f3.jpg
Figure 4.

The activation of the apoptosis pathway was identified by several markers for apoptosis.

Astrocytes following 4 or 7 days of treatment with indoxyl sulfate (IS) were evaluated to investigate apoptosis markers. This confirms that the Bax/Bcl-2 ratio increased after 4 days (A) and 7 days (B) of western blots. (C) Induced expression of annexin V and an increased number of merged spots between annexin V and PI were detected in confocal microscopy, suggesting that apoptosis was being activated. White arrows represent merged spots. The bar graphs represent the mean ± standard error of mean (n = 4) for each group.
PI, propidium iodide.
*p < 0.05, **p < 0.01.
j-krcp-23-005f4.jpg
Figure 5.

Indoxyl sulfate (IS) suppressed glycolysis in human astrocytes.

An analysis of the extracellular acidification rate (ECAR) as a glycolysis marker was conducted with the Seahorse XF analyzer (Agilent Technologies, Inc.). ECAR was measured in both control astrocytes (n = 6) and IS-treated astrocytes (n = 8) after 4 days (A–C) and 7 days (D–F) of treatment. Glycolysis in astrocytes was suppressed by IS in a dose-dependent manner.
ATP, adenosine triphosphate.
**p < 0.01, ***p < 0.001.
j-krcp-23-005f5.jpg
Figure 6.

Indoxyl sulfate (IS) suppressed glycolytic enzyme expression.

The expression of proteins involved in glycolytic pathways was investigated using western blots. (A, B) After 4 days, PFKP and PDH protein expressions were suppressed in IS-treated astrocytes. (C, D) After 7 days, HK1, PKM2, PDH, PFKP, and LDHA protein expressions were suppressed in IS-treated astrocytes. The bar graphs represent the mean ± standard error of mean (n = 3) for each group.
HK1, hexokinase 1; LDHA, lactate dehydrogenase A ; PDH, pyruvate dehydrogenase; PKM2, pyruvate kinase isozyme M2, PFKP, phosphofructokinase. *p < 0.05, **p < 0.01.
j-krcp-23-005f6.jpg

References

1. Kim MG, Yang J, Jo SK. Intestinal microbiota and kidney diseases. Kidney Res Clin Pract 2021;40:335–343.
crossref pmid pmc pdf
2. Kim SM, Song IH. The clinical impact of gut microbiota in chronic kidney disease. Korean J Intern Med 2020;35:1305–1316.
crossref pmid pmc pdf
3. Bugnicourt JM, Godefroy O, Chillon JM, Choukroun G, Massy ZA. Cognitive disorders and dementia in CKD: the neglected kidney-brain axis. J Am Soc Nephrol 2013;24:353–363.
pmid
4. Viggiano D, Wagner CA, Martino G, et al. Mechanisms of cognitive dysfunction in CKD. Nat Rev Nephrol 2020;16:452–469.
crossref pmid pdf
5. Niwa T. Indoxyl sulfate is a nephro-vascular toxin. J Ren Nutr 2010;20:S2–S6.
crossref pmid
6. Schulman G, Berl T, Beck GJ, et al. Randomized placebo-controlled EPPIC trials of AST-120 in CKD. J Am Soc Nephrol 2015;26:1732–1746.
crossref pmid
7. Konishi K, Nakano S, Tsuda S, Nakagawa A, Kigoshi T, Koya D. AST-120 (Kremezin) initiated in early stage chronic kidney disease stunts the progression of renal dysfunction in type 2 diabetic subjects. Diabetes Res Clin Pract 2008;81:310–315.
crossref pmid
8. Yorioka N, Kiribayashi K, Naito T, et al. An oral adsorbent, AST-120, combined with a low-protein diet and RAS blocker, for chronic kidney disease. J Nephrol 2008;21:213–220.
pmid
9. Su PY, Lee YH, Kuo LN, et al. Efficacy of AST-120 for patients with chronic kidney disease: a network meta-analysis of randomized controlled trials. Front Pharmacol 2021;12:676345.
crossref pmid pmc
10. Adesso S, Magnus T, Cuzzocrea S, et al. Indoxyl sulfate affects glial function increasing oxidative stress and neuroinflammation in chronic kidney disease: interaction between astrocytes and microglia. Front Pharmacol 2017;8:370.
crossref pmid pmc
11. Kim DS, Kim SW, Gil HW. Emotional and cognitive changes in chronic kidney disease. Korean J Intern Med 2022;37:489–501.
crossref pmid pmc pdf
12. Siracusa R, Fusco R, Cuzzocrea S. Astrocytes: role and functions in brain pathologies. Front Pharmacol 2019;10:1114.
crossref pmid pmc
13. Shigetomi E, Saito K, Sano F, Koizumi S. Aberrant calcium signals in reactive astrocytes: a key process in neurological disorders. Int J Mol Sci 2019;20:996.
crossref pmid pmc
14. Lin YT, Wu PH, Tsai YC, et al. Indoxyl sulfate induces apoptosis through oxidative stress and mitogen-activated protein kinase signaling pathway inhibition in human astrocytes. J Clin Med 2019;8:191.
crossref pmid pmc
15. Bobot M, Thomas L, Moyon A, et al. Uremic toxic blood-brain barrier disruption mediated by AhR activation leads to cognitive impairment during experimental renal dysfunction. J Am Soc Nephrol 2020;31:1509–1521.
crossref pmid pmc
16. Li LC, Chen WY, Chen JB, et al. The AST-120 recovers uremic toxin-induced cognitive deficit via NLRP3 inflammasome pathway in astrocytes and microglia. Biomedicines 2021;9:1252.
crossref pmid pmc
17. Yoo ID, Park MW, Cha HW, et al. Elevated CLOCK and BMAL1 contribute to the impairment of aerobic glycolysis from astrocytes in Alzheimer’s disease. Int J Mol Sci 2020;21:7862.
crossref pmid pmc
18. Park MW, Cha HW, Kim J, et al. NOX4 promotes ferroptosis of astrocytes by oxidative stress-induced lipid peroxidation via the impairment of mitochondrial metabolism in Alzheimer’s diseases. Redox Biol 2021;41:101947.
crossref pmid pmc
19. Grünewald A, Kumar KR, Sue CM. New insights into the complex role of mitochondria in Parkinson’s disease. Prog Neurobiol 2019;177:73–93.
crossref pmid
20. Vlassenko AG, Raichle ME. Brain aerobic glycolysis functions and Alzheimer’s disease. Clin Transl Imaging 2015;3:27–37.
crossref pmid pdf
21. Xiong XY, Tang Y, Yang QW. Metabolic changes favor the activity and heterogeneity of reactive astrocytes. Trends Endocrinol Metab 2022;33:390–400.
crossref pmid
22. Ardanaz CG, Ramírez MJ, Solas M. Brain metabolic alterations in Alzheimer’s disease. Int J Mol Sci 2022;23:3785.
crossref pmid pmc
23. Hasel P, Liddelow SA. Astrocytes. Curr Biol 2021;31:R326–R327.
crossref pmid
24. Vicente-Gutierrez C, Bonora N, Bobo-Jimenez V, et al. Astrocytic mitochondrial ROS modulate brain metabolism and mouse behaviour. Nat Metab 2019;1:201–211.
crossref pmid pdf
25. Park S, Kim JI, Cho NJ, et al. Decreased glucose utilization contributes to memory impairment in patients with glufosinate ammonium intoxication. J Clin Med 2020;9:1213.
crossref pmid pmc
26. Bélanger M, Allaman I, Magistretti PJ. Brain energy metabolism: focus on astrocyte-neuron metabolic cooperation. Cell Metab 2011;14:724–738.
crossref pmid
27. Zhang Y, Chen K, Sloan SA, et al. An RNA-sequencing transcriptome and splicing database of glia, neurons, and vascular cells of the cerebral cortex. J Neurosci 2014;34:11929–11947.
crossref pmid pmc
28. Yu YH, Kim SW, Park DK, Song HY, Kim DS, Gil HW. Altered emotional phenotypes in chronic kidney disease following 5/6 nephrectomy. Brain Sci 2021;11:882.
crossref pmid pmc
29. Assem M, Lando M, Grissi M, et al. The impact of uremic toxins on cerebrovascular and cognitive disorders. Toxins (Basel) 2018;10:303.
crossref pmid pmc
30. Nation DA, Sweeney MD, Montagne A, et al. Blood-brain barrier breakdown is an early biomarker of human cognitive dysfunction. Nat Med 2019;25:270–276.
crossref pmid pmc pdf
31. Yu YH, Kim SW, Im H, et al. Cognitive sequelae and hippocampal dysfunction in chronic kidney disease following 5/6 nephrectomy. Brain Sci 2022;12:905.
crossref pmid pmc
32. Sato E, Mori T, Mishima E, et al. Metabolic alterations by indoxyl sulfate in skeletal muscle induce uremic sarcopenia in chronic kidney disease. Sci Rep 2016;6:36618.
crossref pmid pmc pdf
33. Gray LR, Tompkins SC, Taylor EB. Regulation of pyruvate metabolism and human disease. Cell Mol Life Sci 2014;71:2577–2604.
crossref pmid pdf
34. Patel KP, O’Brien TW, Subramony SH, Shuster J, Stacpoole PW. The spectrum of pyruvate dehydrogenase complex deficiency: clinical, biochemical and genetic features in 371 patients. Mol Genet Metab 2012;106:385–394.
crossref pmid pmc
35. Davis EM, Sandoval DA. Glucagon-like peptide-1: actions and influence on pancreatic hormone function. Compr Physiol 2020;10:577–595.
crossref pmid pmc pdf
36. Xu Y, Fu EL, Clase CM, Mazhar F, Jardine MJ, Carrero JJ. GLP-1 receptor agonist versus DPP-4 inhibitor and kidney and cardiovascular outcomes in clinical practice in type-2 diabetes. Kidney Int 2022;101:360–368.
crossref pmid
37. Chen JJ, Wu CY, Jenq CC, et al. Association of glucagon-like peptide-1 receptor agonist vs dipeptidyl peptidase-4 inhibitor use with mortality among patients with type 2 diabetes and advanced chronic kidney disease. JAMA Netw Open 2022;5:e221169.
crossref pmid pmc
38. Zheng J, Xie Y, Ren L, et al. GLP-1 improves the supportive ability of astrocytes to neurons by promoting aerobic glycolysis in Alzheimer’s disease. Mol Metab 2021;47:101180.
crossref pmid pmc
39. Takuma K, Baba A, Matsuda T. Astrocyte apoptosis: implications for neuroprotection. Prog Neurobiol 2004;72:111–127.
crossref pmid
40. Adesso S, Paterniti I, Cuzzocrea S, et al. AST-120 reduces neuroinflammation induced by indoxyl sulfate in glial cells. J Clin Med 2018;7:365.
crossref pmid pmc


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