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Yang X, Liu S, Wang C, Fan H, Zou Q, Pu Y, Cai Z. Dietary salt promotes cognition impairment through GLP-1R/mTOR/p70S6K signaling pathway. Sci Rep 2024; 14:7970. [PMID: 38575652 PMCID: PMC10995169 DOI: 10.1038/s41598-024-57998-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 03/25/2024] [Indexed: 04/06/2024] Open
Abstract
Dietary salt has been associated with cognitive impairment in mice, possibly related to damaged synapses and tau hyperphosphorylation. However, the mechanism underlying how dietary salt causes cognitive dysfunction remains unclear. In our study, either a high-salt (8%) or normal diet (0.5%) was used to feed C57BL/6 mice for three months, and N2a cells were cultured in normal medium, NaCl medium (80 mM), or NaCl (80 mM) + Liraglutide (200 nM) medium for 48 h. Cognitive function in mice was assessed using the Morris water maze and shuttle box test, while anxiety was evaluated by the open field test (OPT). Western blotting (WB), immunofluorescence, and immunohistochemistry were utilized to assess the level of Glucagon-like Peptide-1 receptor (GLP-1R) and mTOR/p70S6K pathway. Electron microscope and western blotting were used to evaluate synapse function and tau phosphorylation. Our findings revealed that a high salt diet (HSD) reduced the level of synaptophysin (SYP) and postsynaptic density 95 (PSD95), resulting in significant synaptic damage. Additionally, hyperphosphorylation of tau at different sites was detected. The C57BL/6 mice showed significant impairment in learning and memory function compared to the control group, but HSD did not cause anxiety in the mice. In addition, the level of GLP-1R and autophagy flux decreased in the HSD group, while the level of mTOR/p70S6K was upregulated. Furthermore, liraglutide reversed the autophagy inhibition of N2a treated with NaCl. In summary, our study demonstrates that dietary salt inhibits the GLP-1R/mTOR/p70S6K pathway to inhibit autophagy and induces synaptic dysfunction and tau hyperphosphorylation, eventually impairing cognitive dysfunction.
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Affiliation(s)
- Xu Yang
- Department of Neurology, Affiliated Hospital of Southwest Medical University, Sichuan, 646000, People's Republic of China
- Department of Neurology, Chongqing General Hospital, Chongqing university, No. 118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, People's Republic of China
- Chongqing Key Laboratory of Neurodegenerative Diseases, Chongqing No. 312, Zhongshan First Road, Yuzhong District, Chongqing, 400013, People's Republic of China
| | - Shu Liu
- Department of Neurology, Chongqing General Hospital, Chongqing university, No. 118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, People's Republic of China
- Chongqing Key Laboratory of Neurodegenerative Diseases, Chongqing No. 312, Zhongshan First Road, Yuzhong District, Chongqing, 400013, People's Republic of China
| | - Chuanling Wang
- Department of Neurology, Chongqing General Hospital, Chongqing university, No. 118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, People's Republic of China
- Chongqing Key Laboratory of Neurodegenerative Diseases, Chongqing No. 312, Zhongshan First Road, Yuzhong District, Chongqing, 400013, People's Republic of China
- Department of Pathophysiology, School of Basic Medicine, Chongqing Medical University, No. 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, People's Republic of China
| | - Haixia Fan
- Department of Neurology, Chongqing General Hospital, Chongqing university, No. 118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, People's Republic of China
- Chongqing Key Laboratory of Neurodegenerative Diseases, Chongqing No. 312, Zhongshan First Road, Yuzhong District, Chongqing, 400013, People's Republic of China
| | - Qian Zou
- Department of Neurology, Chongqing General Hospital, Chongqing university, No. 118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, People's Republic of China
- Chongqing Key Laboratory of Neurodegenerative Diseases, Chongqing No. 312, Zhongshan First Road, Yuzhong District, Chongqing, 400013, People's Republic of China
| | - Yingshuang Pu
- Department of Neurology, Chongqing General Hospital, Chongqing university, No. 118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, People's Republic of China
- Chongqing Key Laboratory of Neurodegenerative Diseases, Chongqing No. 312, Zhongshan First Road, Yuzhong District, Chongqing, 400013, People's Republic of China
| | - Zhiyou Cai
- Department of Neurology, Affiliated Hospital of Southwest Medical University, Sichuan, 646000, People's Republic of China.
- Department of Neurology, Chongqing General Hospital, Chongqing university, No. 118, Xingguang Avenue, Liangjiang New Area, Chongqing, 401147, People's Republic of China.
- Chongqing Key Laboratory of Neurodegenerative Diseases, Chongqing No. 312, Zhongshan First Road, Yuzhong District, Chongqing, 400013, People's Republic of China.
- Department of Neurology, Chongqing General Hospital, No. 312 Zhongshan First Road, Yuzhong District, Chongqing, 400013, People's Republic of China.
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Manavi MA. Neuroprotective effects of glucagon-like peptide-1 (GLP-1) analogues in epilepsy and associated comorbidities. Neuropeptides 2022; 94:102250. [PMID: 35561568 DOI: 10.1016/j.npep.2022.102250] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/04/2022] [Accepted: 05/04/2022] [Indexed: 10/18/2022]
Abstract
Epilepsy is a common neurological condition induced by losing equilibrium of different pathway as well as neurotransmitters that affects over 50 million people globally. Furthermore, long-term administration of anti-seizure medications has been associated with psychological adverse effects. Also, epilepsy has been related to an increased prevalence of obesity and called type 2 diabetes mellitus. On the other hand, GLP-1 receptors are located throughout the brain, including the hippocampus, which have been associated to majority of neurological conditions, such as epilepsy and psychiatric disorders. Moreover, the impact of different GLP-1 analogues on diverse neurotransmitter systems and associated cellular and molecular pathways as a potential therapeutic target for epilepsy and associated comorbidities has piqued curiosity. In this regard, the anticonvulsant effects of GLP-1 analogues have been investigated in various animal models and promising results such as anticonvulsants as well as cognitive improvements have been observed. For instance, GLP-1 analogues like liraglutide in addition to their possible anticonvulsant benefits, could be utilized to alleviate mental cognitive problems caused by both epilepsy and anti-seizure medication side effects. In this review and growing protective function of GLP-1 in epilepsy induced by disturbed neurotransmitter pathways and the probable mechanisms of action of GLP-1 analogues as well as the GLP-1 receptor in these effects have been discussed.
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Affiliation(s)
- Mohammad Amin Manavi
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran.
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Liraglutide Is Protective against Brain Injury in Mice with Febrile Seizures by Inhibiting Inflammatory Factors. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:7563281. [PMID: 35529274 PMCID: PMC9076292 DOI: 10.1155/2022/7563281] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 03/30/2022] [Accepted: 04/04/2022] [Indexed: 12/13/2022]
Abstract
The febrile seizure (FS) is a common disease in emergency pediatrics, and about 30% of patients are children aged between 6 months and 5 years. Therefore, we aim to observe the protective impact of liraglutide (LIR) on brain injury in mice with FS and to explore its relevant mechanisms. Male SD mice were selected, and the FS model was established by heat bath method. The behavioral score was performed on mice with Racine grading, and nerve cells in apoptosis in the hippocampus were determined by TUNEL. The content of glutamate was determined by ELISA. mRNA levels and protein expression of GLP-1, GLP-1R, IL-1β, IL-6, TNF-α, and cleaved-caspase 3 were examined in mice by q-PCR and WB. Protein expression of γ-aminobutyric acid was influenced by WB as well. LIR prolonged the seizure latency and seizure duration in mice with FS. The GLP-1 and GLP-1R in the mouse hippocampus with FS expressed highly and also inhibited the number of nerve cells in apoptosis, decreased glutamate content, and increased γ-aminobutyric acid expression in the mouse hippocampus with FS. In addition, The IL-1β, IL-6, and TNF-α, in the mouse hippocampus with FS expressed to reduce with LIR. LIR is protective against brain injury in mice with FS and protects brain injury by inhibiting inflammatory factors in mice with FS. Our finding provides a reference for mitigating and delaying the development of FS as well as the prevention and treatment of brain injury caused by FS.
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Aygun H. Exendin-4 increases absence-like seizures and anxiety-depression-like behaviors in WAG/Rij rats. Epilepsy Behav 2021; 123:108246. [PMID: 34385055 DOI: 10.1016/j.yebeh.2021.108246] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/25/2021] [Accepted: 07/26/2021] [Indexed: 12/25/2022]
Abstract
AIM Epilepsy is a neurological condition affecting millions of people worldwide. Glucagon-like peptide-1 (GLP-1) is a gut hormone, and its neuroprotective effect was investigated in previous studies. In this study, the effects of exendin-4, a GLP-1 receptor agonist, were studied in genetic absence epileptic Wistar Albino Glaxo/Rijswijk rats (WAG/Rij). WAG/Rij rat is a genetic model of the absence epilepsy and depression-like comorbidity. METHOD We examined the effects of exendin-4 (10, 50 and 100 µg/kg) on the absence seizures (Electrocorticography [ECoG] recordings), anxiety level (open-field test [OF]), and depression-like levels (forced swimming test [FST]) in the WAG/Rij rats. Basal ECoG recording was performed for all rats. Then, exendin-4 (10, 50 or 100 µg/kg) was administered intraperitoneally and ECoG recording was made for 180 min. After ECoG recording, forced swimming test and open-field test were applied. RESULTS Administration of 10, 50, or 100 µg/kg exendin-4 increased the duration and number of spike-wave discharges (SWDs) considerably without changing the amplitude. The 100 µg/kg dose of exendin-4 was the most effective in increasing the total duration of SWDs. Additionally, all exendin-4 doses increased anxiety level in OF and depression-like level in FST. CONCLUSION Our results showed that exendin-4 increased SWD incidence and anxiety- and depression-like behaviors in the WAG/Rij rats. Besides, it was also found that high doses caused the most proabsence effect.
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Affiliation(s)
- Hatice Aygun
- Department of Physiology, Faculty of Medicine, Tokat Gaziosmanpasa University, Tokat, Turkey.
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Ahn YJ, Shin HJ, Jeong EA, An HS, Lee JY, Jang HM, Kim KE, Lee J, Shin MC, Roh GS. Exendin-4 Pretreatment Attenuates Kainic Acid-Induced Hippocampal Neuronal Death. Cells 2021; 10:cells10102527. [PMID: 34685508 PMCID: PMC8534217 DOI: 10.3390/cells10102527] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 09/20/2021] [Accepted: 09/21/2021] [Indexed: 12/15/2022] Open
Abstract
Exendin-4 (Ex-4) is a glucagon-like peptide-1 receptor (GLP-1R) agonist that protects against brain injury. However, little is known about the effect of Ex-4 on kainic acid (KA)-induced seizures and hippocampal cell death. Therefore, this study evaluated the neuroprotective effects of Ex-4 pretreatment in a mouse model of KA-induced seizures. Three days before KA treatment, mice were intraperitoneally injected with Ex-4. We found that Ex-4 pretreatment reversed KA-induced reduction of GLP-1R expression in the hippocampus and attenuated KA-induced seizure score, hippocampal neuronal death, and neuroinflammation. Ex-4 pretreatment also dramatically reduced hippocampal lipocalin-2 protein in KA-treated mice. Furthermore, immunohistochemical studies showed that Ex-4 pretreatment significantly alleviated blood–brain barrier leakage. Finally, Ex-4 pretreatment stimulated hippocampal expression of phosphorylated cyclic adenosine monophosphate (cAMP) response element-binding protein (p-CREB), a known target of GLP-1/GLP-1R signaling. These findings indicate that Ex-4 pretreatment may protect against KA-induced neuronal damage by regulating GLP-1R/CREB-mediated signaling pathways.
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Affiliation(s)
- Yu-Jeong Ahn
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
| | - Hyun-Joo Shin
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
| | - Eun-Ae Jeong
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
| | - Hyeong-Seok An
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
| | - Jong-Youl Lee
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
| | - Hye-Min Jang
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
| | - Kyung-Eun Kim
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
| | - Jaewoong Lee
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
| | - Meong-Cheol Shin
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Gyeongsang National University, Jinju 52828, Korea;
| | - Gu-Seob Roh
- Bio Anti-Aging Medical Research Center, Department of Anatomy and Convergence Medical Science, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea; (Y.-J.A.); (H.-J.S.); (E.-A.J.); (H.-S.A.); (J.-Y.L.); (H.-M.J.); (K.-E.K.); (J.L.)
- Correspondence: ; Tel.: +82-55-772-8035; Fax: +82-55-772-8039
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Singh S, Singh TG, Rehni AK. An Insight into Molecular Mechanisms and Novel Therapeutic Approaches in Epileptogenesis. CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS 2021; 19:750-779. [PMID: 32914725 DOI: 10.2174/1871527319666200910153827] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 07/15/2020] [Accepted: 07/16/2020] [Indexed: 11/22/2022]
Abstract
Epilepsy is the second most common neurological disease with abnormal neural activity involving the activation of various intracellular signalling transduction mechanisms. The molecular and system biology mechanisms responsible for epileptogenesis are not well defined or understood. Neuroinflammation, neurodegeneration and Epigenetic modification elicit epileptogenesis. The excessive neuronal activities in the brain are associated with neurochemical changes underlying the deleterious consequences of excitotoxicity. The prolonged repetitive excessive neuronal activities extended to brain tissue injury by the activation of microglia regulating abnormal neuroglia remodelling and monocyte infiltration in response to brain lesions inducing axonal sprouting contributing to neurodegeneration. The alteration of various downstream transduction pathways resulted in intracellular stress responses associating endoplasmic reticulum, mitochondrial and lysosomal dysfunction, activation of nucleases, proteases mediated neuronal death. The recently novel pharmacological agents modulate various receptors like mTOR, COX-2, TRK, JAK-STAT, epigenetic modulators and neurosteroids are used for attenuation of epileptogenesis. Whereas the various molecular changes like the mutation of the cell surface, nuclear receptor and ion channels focusing on repetitive episodic seizures have been explored by preclinical and clinical studies. Despite effective pharmacotherapy for epilepsy, the inadequate understanding of precise mechanisms, drug resistance and therapeutic failure are the current fundamental problems in epilepsy. Therefore, the novel pharmacological approaches evaluated for efficacy on experimental models of epilepsy need to be identified and validated. In addition, we need to understand the downstream signalling pathways of new targets for the treatment of epilepsy. This review emphasizes on the current state of novel molecular targets as therapeutic approaches and future directions for the management of epileptogenesis. Novel pharmacological approaches and clinical exploration are essential to make new frontiers in curing epilepsy.
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Affiliation(s)
- Shareen Singh
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | | | - Ashish Kumar Rehni
- Cerebral Vascular Disease Research Laboratories, Department of Neurology and Neuroscience Program, University of Miami School of Medicine, Miami, Florida 33101, United States
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Zhang Y, Han Y, Chen Z, Zhao D, Xia Q. Inhibition of EZH2 attenuates inhibitory synaptic transmission via the pro-inflammatory pathway in rats. Neuropharmacology 2020; 171:108101. [PMID: 32298702 DOI: 10.1016/j.neuropharm.2020.108101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2019] [Revised: 04/01/2020] [Accepted: 04/05/2020] [Indexed: 11/24/2022]
Abstract
Enhancer of zeste homolog 2 (EZH2), a subunit of the polycomb repressive complex 2 (PRC2), is associated with seizure development and epileptogenesis, however, the underlying mechanism of the process remains to be elucidated. This study focused on exploring whether EZH2 regulated gamma-aminobutyric acid (GABA)-mediated neurotransmission during seizure generation. Hyperthermia-induced seizures were generated in Sprague-Dawley (SD) rats using a hot (43.5 °C) bath method, and seizure severity was evaluated according to the Racine scale. The effect of treatment with the EZH2 pharmacological inhibitor GSK 126 on the GABA and pro-inflammatory cytokine levels was tested using enzyme-linked immunosorbent assay (ELISA). Miniature inhibitory postsynaptic currents (mIPSCs) were recorded using whole-cell patch clamp. In this study, our results showed that intracerebroventricular (i.c.v) injection of the EZH2 pharmacological inhibitor GSK 126 (10 nM) increased seizure severity and shortened seizure latency in a rat model of FS, and these effects were accompanied by reduced GABA content. Furthermore, GSK 126 (1 μM) treatment decreased the mean amplitude and frequency of the mIPSCs in cultured hippocampal neurons subjected to hyperthermia. Importantly, the same results were also obtained in cultured neurons infected with lentivirus carrying EZH2 shRNA. In addition, a significant increase in the pro-inflammatory cytokine (IL-1β and TNF-α) levels was observed in rats after GSK 126 treatment, and IL-1β administration increased seizure severity, suggesting that the inflammatory response was involved in the regulation of seizure development by EZH2. This study helps clarify the role of EZH2 in FS and supports EZH2 administration as an effective target for the management of seizure generation.
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Affiliation(s)
- Yusong Zhang
- Department of Pathology, Affiliated Cancer Hospital of Zhengzhou University, Henan Provincial Cancer Hospital, Zhengzhou, 450008, China.
| | - Yadi Han
- Department of Clinical Laboratory, Affiliated Cancer Hospital of Zhengzhou University, Henan Provincial Cancer Hospital, Zhengzhou, 450008, China
| | - Zhiguo Chen
- Xinxiang Medical University, Xinxiang, 453003, China
| | - Dongmei Zhao
- Department of Pathology, Affiliated Cancer Hospital of Zhengzhou University, Henan Provincial Cancer Hospital, Zhengzhou, 450008, China
| | - Qingxin Xia
- Department of Pathology, Affiliated Cancer Hospital of Zhengzhou University, Henan Provincial Cancer Hospital, Zhengzhou, 450008, China
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Han Y, Sun Y, Zhang Y, Xia Q. High DPP4 expression predicts poor prognosis in patients with low-grade glioma. Mol Biol Rep 2020; 47:2189-2196. [PMID: 32076999 DOI: 10.1007/s11033-020-05321-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Accepted: 02/13/2020] [Indexed: 11/25/2022]
Abstract
Dipeptidyl peptidase-IV (DPP4) plays a key role in tumor development; however, its role in glioma pathogenesis has not been determined. Here, we aimed to investigate the expression pattern of DPP4 and explore the association between expression and patient prognosis in glioma. DPP4 levels were investigated using qRT-PCR, immunohistochemistry and western blot in a rat model of glioma and also in patient samples. The relationship between DPP4 levels, WHO pathological grade gliomas, and isocitrate dehydrogenase 1 and 2 (IDH1/2) status was assessed in patient samples. Our data indicated that DPP4 levels were markedly increased in a rat model of glioma (p < 0.05, p < 0.01) and aslo in patient samples. Furthermore, the elevation of DPP4 levels in the samples obtained from pateints was associated with the pathogical grade of glioma and the IDH1/2 status (p < 0.01, p < 0.001). High DPP4 levels decreased the survival probability of patients with low-grade glioma (LGG). The data from patient samples showed that DPP4 expression increased with the pathological grade. Increased expression of DPP4 could be a promising index for determining the prognosis of glioma.
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Affiliation(s)
- Yadi Han
- Department of Clinical Laboratory Science, Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, 450008, China
- Zhengzhou Key Laboratory of Digestive Tumor Markers, No. 127 Dongming Road, Zhengzhou, 450008, China
| | - Yuxue Sun
- Department of Neurosurgery, Renmin Hospital of Zhengzhou University, Zhengzhou, 450008, China
| | - Yusong Zhang
- Department of Pathology, Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, 450008, China.
| | - Qingxin Xia
- Department of Pathology, Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, 450008, China.
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