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Dobrzyn K, Kiezun M, Kopij G, Zarzecka B, Gudelska M, Kisielewska K, Zaobidna E, Makowczenko KG, Dall'Aglio C, Kamiński T, Smolińska N. Apelin-13 modulates the endometrial transcriptome of the domestic pig during implantation. BMC Genomics 2024; 25:501. [PMID: 38773369 PMCID: PMC11106924 DOI: 10.1186/s12864-024-10417-9] [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: 02/14/2024] [Accepted: 05/15/2024] [Indexed: 05/23/2024] Open
Abstract
BACKGROUND The peri-implantation period is a critical time during pregnancy that mostly defines the overall litter size. Most authors agree that the highest percentage of embryo mortality occurs during this time. Despite the brevity of the peri-implantation period, it is the most dynamic part of pregnancy in which the sequential and uninterrupted course of several processes is essential to the animal's reproductive success. Also then, the maternal uterine tissues undergo an intensive remodelling process, and their energy demand dramatically increases. It is believed that apelin, a member of the adipokine family, is involved in the control of female reproductive functions in response to the current metabolic state. The verified herein hypothesis assumed the modulatory effect of apelin on the endometrial tissue transcriptome on days 15 to 16 of gestation (beginning of implantation). RESULTS The analysis of data obtained during RNA-seq (Illumina HiSeq2500) of endometrial slices treated and untreated with apelin (n = 4 per group) revealed changes in the expression of 68 genes (39 up-regulated and 29 down-regulated in the presence of apelin), assigned to 240 gene ontology terms. We also revealed changes in the frequency of alternative splicing events (397 cases), as well as single nucleotide variants (1,818 cases) in the presence of the adipokine. The identified genes were associated, among others, with the composition of the extracellular matrix, apoptosis, and angiogenesis. CONCLUSIONS The obtained results indicate a potential role of apelin in the regulation of uterine tissue remodelling during the peri-implantation period.
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Affiliation(s)
- Kamil Dobrzyn
- Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego 1A, Olsztyn, 10-719, Poland.
| | - Marta Kiezun
- Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego 1A, Olsztyn, 10-719, Poland
| | - Grzegorz Kopij
- Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego 1A, Olsztyn, 10-719, Poland
| | - Barbara Zarzecka
- Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego 1A, Olsztyn, 10-719, Poland
| | - Marlena Gudelska
- Faculty of Medical Sciences, University of Warmia and Mazury in Olsztyn, Aleja Warszawska 30, Olsztyn, 10-082, Poland
| | - Katarzyna Kisielewska
- Faculty of Medical Sciences, University of Warmia and Mazury in Olsztyn, Aleja Warszawska 30, Olsztyn, 10-082, Poland
| | - Ewa Zaobidna
- Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego 1A, Olsztyn, 10-719, Poland
| | - Karol G Makowczenko
- Institute of Animal Reproduction and Food Research of Polish Academy of Sciences, Department of Reproductive Immunology and Pathology, Tuwima 10, Olsztyn, 10-748, Poland
| | - Cecilia Dall'Aglio
- Department of Veterinary Medicine, University of Perugia, Via San Costanzo 4, Perugia, 06126, Italy
| | - Tadeusz Kamiński
- Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego 1A, Olsztyn, 10-719, Poland
| | - Nina Smolińska
- Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego 1A, Olsztyn, 10-719, Poland
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2
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Anima B, Gurusubramanian G, Roy VK. Possible role of apelin on the ovarian steroidogenesis and uterine apoptosis of infantile mice: An in vitro study. J Steroid Biochem Mol Biol 2024; 238:106463. [PMID: 38246202 DOI: 10.1016/j.jsbmb.2024.106463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 01/04/2024] [Accepted: 01/17/2024] [Indexed: 01/23/2024]
Abstract
The expression of adipokines is well-known in the ovary and uterus. Recently we have shown that apelin and its receptor, APJ are developmentally regulated in the ovary and uterus of mice with elevation at postnatal day 14 (PND14). However, its role in the ovary and uterus of PND14 has not been investigated. Thus, we aimed to unravel the role of the apelin system (by APJ antagonist, ML221) on ovarian steroid secretion, proliferation, and apoptosis along with its role in uterine apoptosis in PND14 mice by in vitro approaches. The treatment of ML221 decreased estrogen, testosterone, and androstenedione secretion while increasing the progesterone secretion from the infantile ovary. These results suggest that apelin signaling would be important for ovarian estrogen synthesis in infantile mice (PND14). The abundance of 3β-HSD, 17β-HSD, aromatase, and active caspase3 increased in the infantile ovary after ML221 treatment. The expression of ERs and BCL2 were also down-regulated by ML221 treatment. The decreased BCL2 and increased active caspase3 by ML221 suggest the suppressive role of apelin on ovarian apoptosis. The APJ antagonist treatment also down-regulated the ER expression in the uterus along with increased active caspase3 and decreased BCL2 expression. In conclusion, apelin signaling inhibits the ovarian and uterine apoptosis via estrogen signaling in the ovary and uterus.
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Affiliation(s)
- Borgohain Anima
- Department of Zoology, Mizoram University, Aizawl 796004, Mizoram, India
| | | | - Vikas Kumar Roy
- Department of Zoology, Mizoram University, Aizawl 796004, Mizoram, India.
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3
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Anima B, Mondal P, Gurusubramanian G, Roy VK. Mechanistic study of copper nanoparticle (CuNP) toxicity on the mouse uterus via apelin signaling. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:88824-88841. [PMID: 37442930 DOI: 10.1007/s11356-023-28746-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 07/07/2023] [Indexed: 07/15/2023]
Abstract
Copper nanoparticles (CuNPs) have been widely utilized in various applications. Due to its wider application, humans are at risk of its exposure. It has been reported that the exposure of CuNPs can lead to organ accumulation and affect organ toxicity. Recent study suggested that CuNPs can translocate into the uterus and affect uterine injury in rat, whereas uterine toxicity still remains unclear. The uterus is an important female organ which is required to sustain pregnancy. Thus, uterine structure and physiology are important. Therefore, this study hypothesized that CuNPs might have a toxic effect on the uterine features of mice. In this study, we have investigated the potential effects of CuNPs on the uterus of mice both in vivo and in vitro. In in vivo study, two groups of female mice were exposed to 5 and 50 mg/kg/day via oral exposure. In vivo results showed that CuNP treatment decreases the body weight and uterus weight and changes in antioxidant status with low estrogen and progesterone levels. Furthermore, CuNPs up-regulated the expression of caspase3 and down-regulated the expression of apelin receptor (APJ). Immunolocalization of apelin showed low abundance in the CuNP-treated uterus. These results suggest a poor apelin signaling in the uterus after CuNP treatment. The in vivo findings were further supported by the in vitro studies. Firstly, the uterus was cultured with 5 and 40 μg of CuNPs, and in the second in vitro experiment, the uterus was divided into 4 groups: control, 40 μg of CuNPs, 40 μg of CuNPs with apelin, and 40 μg of CuNPs with apelin receptor antagonist (ML221). In vitro study showed that CuNPs could directly induce the oxidative stress and apoptosis as well as changing antioxidant status in the uterus. The in vitro apelin 13 (APLN 13) treatments alleviated the expression of BCL2 and improved the antioxidant markers in CuNP-treated uterus. These results also provided an evidence of apelin-mediated signaling in the CuNP-treated uterus. In summary, our results present evidence that CuNPs can stimulate apoptotic pathways which may lead to uterine impairment due to weak apelin signaling.
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Affiliation(s)
- Borgohain Anima
- Department of Zoology, Mizoram University, Aizawl, Mizoram, 796 004, India
| | - Pradip Mondal
- Department of Zoology, Netaji Mahavidyalaya, Hooghly, West Bengal, 712616, India
| | | | - Vikas Kumar Roy
- Department of Zoology, Mizoram University, Aizawl, Mizoram, 796 004, India.
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4
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Pécheux O, Correia-Branco A, Cohen M, Martinez de Tejada B. The Apelinergic System in Pregnancy. Int J Mol Sci 2023; 24:ijms24098014. [PMID: 37175743 PMCID: PMC10178735 DOI: 10.3390/ijms24098014] [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: 03/11/2023] [Revised: 04/24/2023] [Accepted: 04/25/2023] [Indexed: 05/15/2023] Open
Abstract
The apelinergic system is a highly conserved pleiotropic system. It comprises the apelin receptor apelin peptide jejunum (APJ) and its two peptide ligands, Elabela/Toddler (ELA) and apelin, which have different spatiotemporal localizations. This system has been implicated in the regulation of the adipoinsular axis, in cardiovascular and central nervous systems, in carcinogenesis, and in pregnancy in humans. During pregnancy, the apelinergic system is essential for embryo cardiogenesis and vasculogenesis and for placental development and function. It may also play a role in the initiation of labor. The apelinergic system seems to be involved in the development of placenta-related pregnancy complications, such as preeclampsia (PE) and intrauterine growth restriction, but an improvement in PE-like symptoms and birth weight has been described in murine models after the exogenous administration of apelin or ELA. Although the expression of ELA, apelin, and APJ is altered in human PE placenta, data related to their circulating levels are inconsistent. This article reviews current knowledge about the roles of the apelinergic system in pregnancy and its pathophysiological roles in placenta-related complications in pregnancy. We also discuss the challenges in translating the actors of the apelinergic system into a marker or target for therapeutic interventions in obstetrics.
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Affiliation(s)
- Océane Pécheux
- Obstetrics Division, Department of Woman, Child and Adolescent, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Ana Correia-Branco
- Department of Pediatrics, Gynecology and Obstetrics, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland
| | - Marie Cohen
- Department of Pediatrics, Gynecology and Obstetrics, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland
| | - Begoῆa Martinez de Tejada
- Obstetrics Division, Department of Woman, Child and Adolescent, Geneva University Hospitals, 1205 Geneva, Switzerland
- Department of Pediatrics, Gynecology and Obstetrics, Faculty of Medicine, University of Geneva, 1205 Geneva, Switzerland
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5
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Anima B, Guruswami G, Roy VK. Postnatal developmental expression and localization of apelin and apelin receptor protein in the ovary and uterus of mice. Mol Reprod Dev 2023; 90:42-52. [PMID: 36459577 DOI: 10.1002/mrd.23657] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/11/2022] [Accepted: 11/20/2022] [Indexed: 12/04/2022]
Abstract
Postnatal ovarian and uterine development is crucial to accomplished female fertility. Thus, the investigations of factors that present in pre-pubertal stages are important as it might be responsible for the regulation of ovarian and uterine function. Apelin, an adipokine and its receptor (APJ) are present in female reproductive organs. However, no study has reported its postnatal expression in uterus and ovary. Thus, we investigated the postnatal developmental changes in expression and localization of apelin and APJ in the ovary and uterus of mice. Postnatal ovary and uterus were collected from postnatal day (PND) 1, 7, 14, 21, 42, 65 and performed western blot analysis and immunohistochemistry. Uterine APJ is elevated in PND14 and PND65, whereas, ovarian APJ elevated in PND7, PND14, and PND65. Apelin expression in both ovary and uterus showed intense staining at PND65 and PND14. Our results showed that apelin and APJ abundance was lower at PND21 in uterus and ovary. In conclusion, apelin and APJ are developmentally regulated in the ovary and uterus, and its localization in the different compartments of ovary and uterus suggest its distribution specific physiological role in the uterus and ovary.
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Affiliation(s)
- Borgohain Anima
- Department of Zoology, Mizoram University, Aizawl, Mizoram, India
| | | | - Vikas K Roy
- Department of Zoology, Mizoram University, Aizawl, Mizoram, India
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6
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Zhu Y, Yang Y, Bu H, Huang H, Chen H, Ran J, Qin L, Ni Y, Yao M, Song T, Li M, Yang Y, Guo T, Chao N, Liu Z, Li W, Zhang L. Apelin‐mediated deamidation of
HMGA1
promotes tumorigenesis by enhancing
SREBP1
activity and lipid synthesis. Cancer Sci 2022; 113:3722-3734. [PMID: 36087034 PMCID: PMC9633285 DOI: 10.1111/cas.15515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 06/27/2022] [Accepted: 07/15/2022] [Indexed: 02/05/2023] Open
Abstract
Enhanced fatty acid synthesis provides proliferation and survival advantages for tumor cells. Apelin is an adipokine, which serves as a ligand of G protein–coupled receptors that promote tumor growth in malignant cancers. Here, we confirmed that apelin increased sterol regulatory element–binding protein 1 (SREBP1) activity and induced the expression of glutamine amidotransferase for deamidating high‐mobility group A 1 (HMGA1) to promote fatty acid synthesis and proliferation of lung cancer cells. This post‐translational modification stabilized the HMGA1 expression and enhanced the formation of the apelin‐HMGA1‐SREBP1 complex to facilitate SREBP1 activity for lipid metabolism and lung cancer cell growth. We uncovered the pivotal role of apelin‐mediated deamidation of HMGA1 in lipid metabolism and tumorigenesis of lung cancer cells.
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Affiliation(s)
- Yihan Zhu
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
- Institute of Clinical Pathology, Key Laboratory of Transplant Engineering and Immunology, NHC, West China Hospital Sichuan University Chengdu China
| | - Ying Yang
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Hong Bu
- Department of Pathology, West China Hospital Sichuan University Chengdu China
| | - Hong Huang
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
- Institute of Clinical Pathology, Key Laboratory of Transplant Engineering and Immunology, NHC, West China Hospital Sichuan University Chengdu China
| | - Hongyu Chen
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
- Institute of Clinical Pathology, Key Laboratory of Transplant Engineering and Immunology, NHC, West China Hospital Sichuan University Chengdu China
| | - Jingjing Ran
- Laboratory of Human Diseases and Immunotherapies, West China Hospital Sichuan University Chengdu China
| | - Liwen Qin
- Administration of Research Park, West China Hospital Sichuan University Chengdu China
| | - Yinyun Ni
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Menglin Yao
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Tingting Song
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Mufeng Li
- Department of Nuclear Medicine, West China Hospital Sichuan University Chengdu China
| | - Yongfeng Yang
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Tingting Guo
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Ningning Chao
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Zhiqing Liu
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
| | - Li Zhang
- Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Precision Medicine Key Laboratory of Sichuan Province, Frontiers Science Center for Disease‐related Molecular Network, West China Hospital Sichuan University Chengdu China
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7
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Chen Z, Zhong Y, Chen J, Sun S, Liu W, Han Y, Liu X, Guo C, Li D, Hu W, Zhang P, Chen Z, Chen Z, Mou Y, Yan G, Zhu W, Yin W, Sai K. Disruption of β-catenin-mediated negative feedback reinforces cAMP-induced neuronal differentiation in glioma stem cells. Cell Death Dis 2022; 13:493. [PMID: 35610201 PMCID: PMC9130142 DOI: 10.1038/s41419-022-04957-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 05/11/2022] [Accepted: 05/16/2022] [Indexed: 12/14/2022]
Abstract
Accumulating evidence supports the existence of glioma stem cells (GSCs) and their critical role in the resistance to conventional treatments for glioblastoma multiforme (GBM). Differentiation therapy represents a promising alternative strategy against GBM by forcing GSCs to exit the cell cycle and reach terminal differentiation. In this study, we demonstrated that cAMP triggered neuronal differentiation and compromised the self-renewal capacity in GSCs. In addition, cAMP induced negative feedback to antagonize the differentiation process by activating β-catenin pathway. Suppression of β-catenin signaling synergized with cAMP activators to eliminate GSCs in vitro and extended the survival of animals in vivo. The cAMP/PKA pathway stabilized β-catenin through direct phosphorylation of the molecule and inhibition of GSK-3β. The activated β-catenin translocated into the nucleus and promoted the transcription of APELA and CARD16, which were found to be responsible for the repression of cAMP-induced differentiation in GSCs. Overall, our findings identified a negative feedback mechanism for cAMP-induced differentiation in GSCs and provided potential targets for the reinforcement of differentiation therapy for GBM.
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Affiliation(s)
- Zhijie Chen
- grid.488530.20000 0004 1803 6191Department of Neurosurgery/Neuro-oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.412558.f0000 0004 1762 1794Department of Neurosurgery, The Third Affiliated Hospital of Sun Yat-sen University Lingnan Hospital, Guangzhou, 510530 China
| | - Yingqian Zhong
- grid.12981.330000 0001 2360 039XDepartment of Pharmacology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080 China
| | - Jiehong Chen
- grid.12981.330000 0001 2360 039XDepartment of Pharmacology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080 China
| | - Shuxin Sun
- grid.410643.4Department of Pancreas Center, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080 China
| | - Wenfeng Liu
- grid.12981.330000 0001 2360 039XDepartment of Pharmacology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080 China
| | - Yu Han
- grid.488530.20000 0004 1803 6191Department of Neurosurgery/Neuro-oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China
| | - Xincheng Liu
- grid.12981.330000 0001 2360 039XDepartment of Pharmacology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080 China
| | - Cui Guo
- grid.12981.330000 0001 2360 039XDepartment of Pharmacology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080 China
| | - Depei Li
- grid.488530.20000 0004 1803 6191Department of Neurosurgery/Neuro-oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China
| | - Wanming Hu
- grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China
| | - Peiyu Zhang
- grid.488530.20000 0004 1803 6191Department of Neurosurgery/Neuro-oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China
| | - Zhuopeng Chen
- grid.488530.20000 0004 1803 6191Department of Neurosurgery/Neuro-oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China
| | - Zhongping Chen
- grid.488530.20000 0004 1803 6191Department of Neurosurgery/Neuro-oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China
| | - Yonggao Mou
- grid.488530.20000 0004 1803 6191Department of Neurosurgery/Neuro-oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China
| | - Guangmei Yan
- grid.12981.330000 0001 2360 039XDepartment of Pharmacology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080 China
| | - Wenbo Zhu
- grid.12981.330000 0001 2360 039XDepartment of Pharmacology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080 China
| | - Wei Yin
- grid.12981.330000 0001 2360 039XDepartment of Pharmacology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080 China
| | - Ke Sai
- grid.488530.20000 0004 1803 6191Department of Neurosurgery/Neuro-oncology, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China ,grid.488530.20000 0004 1803 6191State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060 China
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