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Zhou H, Wang J, Wen T. The molecular neural mechanism underlying the acceleration of brain aging due to Dcf1 deficiency. Mol Cell Neurosci 2023; 126:103884. [PMID: 37506857 DOI: 10.1016/j.mcn.2023.103884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 07/11/2023] [Accepted: 07/24/2023] [Indexed: 07/30/2023] Open
Abstract
Owing to the continuous increase in human life expectancy, the management of aging-related diseases has become an urgent issue. The brain dominates the central nervous system; therefore, brain aging is a key area of aging-related research. We previously uncovered that dendritic cell factor 1 (Dcf1) maintains the stemness of neural stem cells and its expression in Drosophila can prolong lifespan, suggesting an association between Dcf1 and aging; however, the specific underlying neural mechanism remains unclear. In the present study, we show for the first time that hippocampal neurogenesis is decreased in aged Dcf1-/- mice, which leads to a decrease in the number of brain neurons and an increased number of senescent cells. Moreover, astrocytes proliferate abnormally and express elevated mRNA levels of aging-related factors, in addition to displaying increased activation of Akt and Foxo3a. Finally, behavioral tests confirm that aged Dcf1-/- mice exhibit a significant decline in cognitive abilities related to learning and memory. In conclusion, we reveal a novel mechanism underlying brain aging triggered by Dcf1 deficiency at the molecular, cellular, tissue, and behavioral levels, providing a new perspective for the exploration of brain aging.
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Affiliation(s)
- Haicong Zhou
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, China; Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University Shanghai, China
| | - Jiao Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University Shanghai, China
| | - Tieqiao Wen
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University Shanghai, China.
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Ma Z, Li W, Zhuang L, Wen T, Wang P, Yu H, Liu Y, Yu Y. TMEM59 ablation leads to loss of olfactory sensory neurons and impairs olfactory functions via interaction with inflammation. Brain Behav Immun 2023; 111:151-168. [PMID: 37061103 DOI: 10.1016/j.bbi.2023.04.005] [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: 12/22/2022] [Revised: 03/23/2023] [Accepted: 04/11/2023] [Indexed: 04/17/2023] Open
Abstract
The olfactory epithelium undergoes constant neurogenesis throughout life in mammals. Several factors including key signaling pathways and inflammatory microenvironment regulate the maintenance and regeneration of the olfactory epithelium. In this study, we identify TMEM59 (also known as DCF1) as a critical regulator to the epithelial maintenance and regeneration. Single-cell RNA-Seq data show downregulation of TMEM59 in multiple epithelial cell lineages with aging. Ablation of TMEM59 leads to apparent alteration at the transcriptional level, including genes associated with olfactory transduction and inflammatory/immune response. These differentially expressed genes are key components belonging to several signaling pathways, such as NF-κB, chemokine, etc. TMEM59 deletion impairs olfactory functions, attenuates proliferation, causes loss of both mature and immature olfactory sensory neurons, and promotes infiltration of inflammatory cells, macrophages, microglia cells and neutrophils into the olfactory epithelium and lamina propria. TMEM59 deletion deteriorates regeneration of the olfactory epithelium after injury, with significant reduction in the number of proliferative cells, immature and mature sensory neurons, accompanied by the increasing number of inflammatory cells and macrophages. Anti-inflammation by dexamethasone recovers neuronal generation and olfactory functions in the TMEM59-KO animals, suggesting the correlation between TMEM59 and inflammation in regulating the epithelial maintenance. Collectively, TMEM59 regulates olfactory functions, as well as neuronal generation in the olfactory epithelium via interaction with inflammation, suggesting a potential role in therapy against olfactory dysfunction associated with inflamm-aging.
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Affiliation(s)
- Zhenjie Ma
- School of Life Sciences, Shanghai University, Shanghai, People's Republic of China
| | - Weihao Li
- Department of Otolaryngology, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China; Ear, Nose & Throat Institute, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China; Clinical and Research Center for Olfactory Disorders, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China
| | - Liujing Zhuang
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China; The MOE Frontier Science Center for Brain Science & Brain-machine Integration, Zhejiang University, Hangzhou 310027, China
| | - Tieqiao Wen
- School of Life Sciences, Shanghai University, Shanghai, People's Republic of China
| | - Ping Wang
- Biosensor National Special Laboratory, Key Laboratory for Biomedical Engineering of Education Ministry, Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China; The MOE Frontier Science Center for Brain Science & Brain-machine Integration, Zhejiang University, Hangzhou 310027, China.
| | - Hongmeng Yu
- Department of Otolaryngology, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China; Ear, Nose & Throat Institute, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China; Clinical and Research Center for Olfactory Disorders, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China.
| | - Yongliang Liu
- Department of Otolaryngology, Zibo Central Hospital, Zibo 255036, China.
| | - Yiqun Yu
- Department of Otolaryngology, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China; Ear, Nose & Throat Institute, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China; Clinical and Research Center for Olfactory Disorders, Eye, Ear, Nose & Throat Hospital, Fudan University, Shanghai, People's Republic of China.
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Modulation of Rab GDP-Dissociation Inhibitor Trafficking and Expression by the Transmembrane Protein 59 (TMEM59). SEPARATIONS 2022. [DOI: 10.3390/separations9110341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Transmembrane protein 59 (TMEM59) is a type I transmembrane protein. However, the characterization and functions of TMEM59 in cells are not clear. Our results showed that TMEM59 localizes to vesicular structures. Further co-localization studies illustrated that TMEM59 is mainly distributed in the lysosome and acidic vesicular. TMEM59 movement between the nucleus and cell membrane was observed in living cells expressing TMEM59–EGFP fusion proteins. In addition, cell surface transport of amyloid precursor protein (APP) was significantly inhibited by TMEM59 and increased APP levels in HEK296T cells. TMEM59 also significantly inhibits transport of Rab GDP dissociation inhibitor alpha (GDI1) and Rab GDP dissociation inhibitor beta (GDI2), and further increases expression of GDI1 and GDI2 proteins in the cytoplasm. However, TMEM59 does not affect protein expression and localization of BACE2. These results suggest that TMEM59 may be involved in the packaging of acidic vesicles, modulated transport, and processing of APP, GDI1, and GDI2.
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Dendritic cell factor 1 deletion leads to developmental defects in mushroom-shaped dendritic spines. Neuroreport 2021; 30:1008-1015. [PMID: 31503203 DOI: 10.1097/wnr.0000000000001315] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Dendritic spines are divided into four subtypes, namely, Mushroom, Stubby, Thin, and Branched. The mushroom-shaped spines are related to learning and memory. Previous studies have shown that the dendritic cell factor 1 (Dcf1, a transmembrane protein) affects the memory process and regulates the development of dendritic spines by inhibiting the expression of lipocalin 2 (Lcn2, a member of the family containing over 20 small secreted proteins). However, the exact subtype of dendritic spines that are specifically affected by Dcf1 remains unknown. Here, we identified that deletion of Dcf1 leads to developmental defects in mushroom-shaped spines. We provide evidence for memory defects caused by Dcf1-knockout in mice. We discovered and report for the first time that Dcf1 affects the development of mushroom-shaped spines by inhibiting the expression of Lcn2. Further, we demonstrated that environmental enrichment can effectively stimulate Dcf1-knockout mice and rescue development defects in mushroom-shaped spines caused by Dcf1 deletion. Our results provide a novel direction for further studies on dendritic spine development and mechanisms associated with learning and memory.
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Li WH, Gan LH, Ma FF, Feng RL, Wang J, Li YH, Sun YY, Wang YJ, Diao X, Qian FY, Wen TQ. Deletion of Dcf1 Reduces Amyloid-β Aggregation and Mitigates Memory Deficits. J Alzheimers Dis 2021; 81:1181-1194. [PMID: 33896839 DOI: 10.3233/jad-200619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Alzheimer's disease (AD) is a progressive neurodegenerative disease. One of the pathologies of AD is the accumulation of amyloid-β (Aβ) to form senile plaques, leading to a decline in cognitive ability and a lack of learning and memory. However, the cause leading to Aβ aggregation is not well understood. Dendritic cell factor 1 (Dcf1) shows a high expression in the entorhinal cortex neurons and neurofibrillary tangles in AD patients. OBJECTIVE Our goal is to investigate the effect of Dcf1 on Aβ aggregation and memory deficits in AD development. METHODS The mouse and Drosophila AD model were used to test the expression and aggregation of Aβ, senile plaque formation, and pathological changes in cognitive behavior during dcf1 knockout and expression. We finally explored possible drug target effects through intracerebroventricular delivery of Dcf1 antibodies. RESULTS Deletion of Dcf1 resulted in decreased Aβ42 level and deposition, and rescued AMPA Receptor (GluA2) levels in the hippocampus of APP-PS1-AD mice. In Aβ42 AD Drosophila, the expression of Dcf1 in Aβ42 AD flies aggravated the formation and accumulation of senile plaques, significantly reduced its climbing ability and learning-memory. Data analysis from all 20 donors with and without AD patients aged between 80 and 90 indicated a high-level expression of Dcf1 in the temporal neocortex. Dcf1 contributed to Aβ aggregation by UV spectroscopy assay. Intracerebroventricular delivery of Dcf1 antibodies in the hippocampus reduced the area of senile plaques and reversed learning and memory deficits in APP-PS1-AD mice. CONCLUSION Dcf1 causes Aβ-plaque accumulation, inhibiting dcf1 expression could potentially offer therapeutic avenues.
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Affiliation(s)
- Wei-Hao Li
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Lin-Hua Gan
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Fang-Fang Ma
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Rui-Li Feng
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Jiao Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Yan-Hui Li
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Yang-Yang Sun
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Ya-Jiang Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Xin Diao
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Fei-Yang Qian
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Tie-Qiao Wen
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
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Wang J, Wang F, Li Q, Wang Q, Li J, Wang Y, Sun J, Lu D, Zhou H, Li S, Ma S, Xie J, Wen T. Proteomics and molecular network analyses reveal that the interaction between the TAT-DCF1 peptide and TAF6 induces an antitumor effect in glioma cells. Mol Omics 2021; 16:73-82. [PMID: 31899468 DOI: 10.1039/c9mo00068b] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Glioblastoma is the most lethal brain cancer in adults. Despite advances in surgical techniques, radiotherapy, and chemotherapy, their therapeutic effect is far from significant, since the detailed underlying pathological mechanism of this cancer is unclear. The establishment of molecular interaction networks has laid the foundation for the exploration of these mechanisms with a view to improving therapy for glioblastoma. In the present study, to further explore the cellular role of DCF1 (dendritic cell-derived factor 1), the proteins bound to TAT-DCF1 (transactivator of transcription-dendritic cell-derived factor 1) were identified, and biosystem analysis was employed. Functional enrichment analyses indicate that TAT-DCF1 induced important biological changes in U251 cells. Furthermore, the established molecular interaction networks indicated that TAT-DCF1 directly interacted with TAF6 in glioma cells and with UBC in HEK293T (human embryonic kidney 293T) cells. In addition, further biological experiments demonstrate that TAT-DCF1 induced the activation of the RPS27A/TOP2A/HMGB2/BCL-2 signaling pathway via interaction with TAF6 in U251 cells. Taken together, these findings suggest that the TAT-DCF1 peptide possesses great potential for the development of glioblastoma therapy through the interaction with TAF6-related pathways and provides further theoretic evidence for the mechanisms underlying the antitumor effects of TAT-DCF1.
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Affiliation(s)
- Jiao Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China.
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Tse SW, Tan CF, Park JE, Gnanasekaran J, Gupta N, Low JK, Yeoh KW, Chng WJ, Tay CY, McCarthy NE, Lim SK, Sze SK. Microenvironmental Hypoxia Induces Dynamic Changes in Lung Cancer Synthesis and Secretion of Extracellular Vesicles. Cancers (Basel) 2020; 12:E2917. [PMID: 33050615 PMCID: PMC7601203 DOI: 10.3390/cancers12102917] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 09/28/2020] [Indexed: 12/27/2022] Open
Abstract
Extracellular vesicles (EVs) mediate critical intercellular communication within healthy tissues, but are also exploited by tumour cells to promote angiogenesis, metastasis, and host immunosuppression under hypoxic stress. We hypothesize that hypoxic tumours synthesize hypoxia-sensitive proteins for packing into EVs to modulate their microenvironment for cancer progression. In the current report, we employed a heavy isotope pulse/trace quantitative proteomic approach to study hypoxia sensitive proteins in tumour-derived EVs protein. The results revealed that hypoxia stimulated cells to synthesize EVs proteins involved in enhancing tumour cell proliferation (NRSN2, WISP2, SPRX1, LCK), metastasis (GOLM1, STC1, MGAT5B), stemness (STC1, TMEM59), angiogenesis (ANGPTL4), and suppressing host immunity (CD70). In addition, functional clustering analyses revealed that tumour hypoxia was strongly associated with rapid synthesis and EV loading of lysosome-related hydrolases and membrane-trafficking proteins to enhance EVs secretion. Moreover, lung cancer-derived EVs were also enriched in signalling molecules capable of inducing epithelial-mesenchymal transition in recipient cancer cells to promote their migration and invasion. Together, these data indicate that lung-cancer-derived EVs can act as paracrine/autocrine mediators of tumorigenesis and metastasis in hypoxic microenvironments. Tumour EVs may, therefore, offer novel opportunities for useful biomarkers discovery and therapeutic targeting of different cancer types and at different stages according to microenvironmental conditions.
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Affiliation(s)
- Shun Wilford Tse
- School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore; (S.W.T.); (C.F.T.); (J.E.P.); (J.G.); (N.G.)
| | - Chee Fan Tan
- School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore; (S.W.T.); (C.F.T.); (J.E.P.); (J.G.); (N.G.)
- NTU Institute for Health Technologies, Interdisciplinary Graduate School, Nanyang Technological University, Singapore 637553, Singapore
| | - Jung Eun Park
- School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore; (S.W.T.); (C.F.T.); (J.E.P.); (J.G.); (N.G.)
| | - JebaMercy Gnanasekaran
- School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore; (S.W.T.); (C.F.T.); (J.E.P.); (J.G.); (N.G.)
| | - Nikhil Gupta
- School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore; (S.W.T.); (C.F.T.); (J.E.P.); (J.G.); (N.G.)
| | - Jee Keem Low
- Department of Surgery, Tan Tock Seng Hospital, Singapore 308433, Singapore;
| | - Kheng Wei Yeoh
- Department of Radiation Oncology, National Cancer Centre Singapore, Singapore 169610, Singapore;
| | - Wee Joo Chng
- Department of Hematology-Oncology, National University Cancer Institute, National University Health System, Singapore 119228, Singapore;
| | - Chor Yong Tay
- School of Materials Science and Engineering, Nanyang Technological University, Singapore 639798, Singapore;
| | - Neil E. McCarthy
- Centre for Immunobiology, The Blizard Institute, Bart’s and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK;
| | - Sai Kiang Lim
- Institute of Medical Biology, Singapore 138648, Singapore;
| | - Siu Kwan Sze
- School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore; (S.W.T.); (C.F.T.); (J.E.P.); (J.G.); (N.G.)
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Dcf1 deficiency induces hypomyelination by activating Wnt signaling. Exp Neurol 2020; 335:113486. [PMID: 32991932 DOI: 10.1016/j.expneurol.2020.113486] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 09/06/2020] [Accepted: 09/25/2020] [Indexed: 02/01/2023]
Abstract
Myelination is extremely important in achieving neural function. Hypomyelination causes a variety of neurological diseases. However, little is known about how hypomyelination occurs. Here we investigated the effect of dendritic cell factor 1(Dcf1) on myelination, using in vitro and in vivo models and found that Dcf1 is essential for normal myelination, motor coordination and balance. Lack of Dcf1 downregulated myelin-associated proteins, such as myelin basic protein (MBP), myelin associated glycoprotein (MAG), and 2'3'-cyclic nucleotide 3'-phosphodiesterase (CNPase) in the hippocampus and corpus callosum of Dcf1-null mice, as a result, the myelin sheath of these mice became thinner. Transmission electron microscopy revealed hypomyelination in Dcf1-deficient mice. Motor coordination and balance tests confirmed impaired neurological function in Dcf1-null mice. Gain-of-function analysis via In utero electroporation showed that hypomyelination could be rescued by re-expression of Dcf1 in Dcf1-null mouse brain. Dcf1-null mice exhibited a phenotype similar to that of cuprizone-induced demyelinated mice, thereby supporting the finding of hypomyelination caused by Dcf1 knockout. Mechanistically, we further revealed that insufficient Dcf1 leads to hyperactivation of the Wnt/β-catenin signaling pathway. Our work describes the role of Dcf1 in maintaining normal myelination, and this could help improve the current understanding of hypomyelination and its pathogenesis.
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TMEM59 interacts with TREM2 and modulates TREM2-dependent microglial activities. Cell Death Dis 2020; 11:678. [PMID: 32826884 PMCID: PMC7442838 DOI: 10.1038/s41419-020-02874-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 08/01/2020] [Accepted: 08/03/2020] [Indexed: 12/20/2022]
Abstract
The surface receptor triggering receptor expressed on myeloid cells 2 (TREM2) plays a crucial role in maintaining a multitude of microglial activities, such as survival, proliferation, migration, metabolism, inflammation, and phagocytosis. However, the molecular mechanisms underlying TREM2-mediated microglial activities remain largely elusive. Herein, we found that TREM2 interacted with the type I transmembrane protein TMEM59, whose expression could facilitate autophagic flux through its carboxyl-terminus. TMEM59 expression was decreased upon lipopolysaccharide treatment. While downregulation of TMEM59 promoted anti-inflammatory factor expression and attenuated lipopolysaccharide treatment-induced inflammation. Importantly, we found that overexpression of TREM2 reduced TMEM59 protein levels through promoting its degradation, whereas TMEM59 levels were elevated in Trem2-deficient microglia. Finally, impaired survival, proliferation, migration, and phagocytosis, as well as dysregulated autophagy and metabolism in Trem2-deficient microglia were attenuated upon TMEM59 silencing. Together, our findings reveal a novel function of TREM2 in mediating TMEM59 protein degradation and demonstrate the importance of TMEM59 homeostasis in maintaining TREM2-mediated microglial activities.
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Wang Y, Liu Q, Xie J, Feng R, Ma F, Wang F, Shen S, Wen T. Dcf1 Affects Memory and Anxiety by Regulating NMDA and AMPA Receptors. Neurochem Res 2019; 44:2499-2505. [PMID: 31531752 DOI: 10.1007/s11064-019-02866-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 08/17/2019] [Accepted: 08/24/2019] [Indexed: 02/02/2023]
Abstract
The hippocampus is critical for memory and emotion and both N-methyl-D-aspartate (NMDA) and α-amino-3-hydroxy-5-methyl- 4-isoxazolepropionic acid (AMPA) receptors are known to contribute for those processes. However, the underlying molecular mechanisms remain poorly understood. We have previously found that mice undergo memory decline upon dcf1 deletion through ES gene knockout. In the present study, a nervous system-specific dcf1 knockout (NKO) mouse was constructed, which was found to present severely damaged neuronal morphology. The damaged neurons caused structural abnormalities in dendritic spines and decreased synaptic density. Decreases in hippocampal NMDA and AMPA receptors of NKO mice lead to abnormal long term potentiation (LTP) at DG, with significantly decreased performance in the water maze, elevated- plus maze, open field and light and dark test. Investigation into the underlying molecular mechanisms revealed that dendritic cell factor 1 (Dcf1) contributes for memory and emotion by regulating NMDA and AMPA receptors. Our results broaden the understanding of synaptic plasticity's role in cognitive function, thereby expanding its known list of functions.
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Affiliation(s)
- Yajiang Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 381 Nanchen Road, Shanghai, 200444, China
| | - Qiang Liu
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 381 Nanchen Road, Shanghai, 200444, China
| | - Jiayang Xie
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 381 Nanchen Road, Shanghai, 200444, China
| | - Ruili Feng
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 381 Nanchen Road, Shanghai, 200444, China
| | - Fangfang Ma
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 381 Nanchen Road, Shanghai, 200444, China
| | - Fushuai Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 381 Nanchen Road, Shanghai, 200444, China
| | - Shiyi Shen
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 381 Nanchen Road, Shanghai, 200444, China
| | - Tieqiao Wen
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 381 Nanchen Road, Shanghai, 200444, China.
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Luo G, Feng R, Sun Y, Zheng L, Wang Y, Chen Y, Wen T. Dendritic cell factor 1 inhibits proliferation and migration and induces apoptosis of neuroblastoma cells by inhibiting the ERK signaling pathway. Oncol Rep 2018; 41:103-112. [PMID: 30365123 PMCID: PMC6278510 DOI: 10.3892/or.2018.6796] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 10/09/2018] [Indexed: 12/11/2022] Open
Abstract
Neuroblastoma (NB) is the most common extracranial solid tumor that affects mainly children and has extremely high mortality and recurrence rates. A previous study revealed that dendritic cell factor 1 (DCF1), also called transmembrane protein 59, could activate apoptosis in glioma cells. In the present study, we applied immunofluorescence, western blot analysis, flow cytometry and cell tumorigenicity to investigate the DCF1 mechanisms involved in NB apoptosis. DCF1 was overexpressed in Neuro-2a and SK-N-SH cells through instantaneous transfection. The data revealed that overexpression of DCF1 could inhibit cell proliferation, migration, invasion and promote cell apoptosis in vitro, and suppress NB growth in vivo. The ERK1/2 signaling pathway, which promotes cell survival, was the target of DCF1 in neuroblastoma cells. All the results indicated that DCF1 could be a potential therapeutic target for the understanding and treatment of NB.
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Affiliation(s)
- Guanghong Luo
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Ruili Feng
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Yangyang Sun
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Lili Zheng
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Yajiang Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Yanlu Chen
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
| | - Tieqiao Wen
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, P.R. China
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12
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Wang J, Wang Q, Zhou F, Li J, Li Q, Zhou H, Li S, Ma S, Wen T. The antitumor effect of TAT-DCF1 peptide in glioma cells. Neuropeptides 2018; 71:21-31. [PMID: 30001801 DOI: 10.1016/j.npep.2018.06.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 05/31/2018] [Accepted: 06/24/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND Glioblastoma is one of the most malignant brain cancer, thus, establishing an effective therapy is paramount. Our previous results indicate that dendritic cell-derived factor (DCF1) is an attractive candidate for therapy against Glioblastoma, since its overexpression in Glioblastoma U251 cells leads to apoptosis. However, the delivery approach limits its clinical application, in this paper, we expressed TAT-DCF1 fusion protein in E.coli in order to surmount its current delivery problems. METHODS The coding sequences of the different domains of DCF1 (full length, cytoplasmic, extracellular, 19-amino acid), together with the N-terminal transactivator of transcription (TAT) sequence, were amplified and subcloned into the bacterial expression vector pET30a(+) in order to produce (His)6-tagged fusion proteins. Coomassie blue-stained SDS-PAGE and Western blotting identification showed that purity of the fusion proteins. RESULTS Immunofluorescence and flow cytometry show that U251 cells were efficiently transduced with the fusion proteins. Cell viability, proliferation, and migration assays suggest that the complete TAT-DCF1 fusion protein significantly decreased U251 proliferation and migration. Flow cytometry further reveals that TAT-DCF1 triggered cellular apoptosis. CONCLUSIONS In conclusion, these findings suggest that the TAT-DCF1 fusion protein was efficiently transduced into Glioblastoma U251 cells and induced the antitumor effect and support further investigation into specific targeting and side effects of TAT-DCF1 during drug delivery.
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Affiliation(s)
- Jiao Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China
| | - Qian Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China
| | - Fangfang Zhou
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China
| | - Jie Li
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China
| | - Qian Li
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China
| | - Hong Zhou
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China
| | - Shiman Li
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China
| | - Sujuan Ma
- Animal Cell Engineering & Technology Research Center of Gansu, Northwest University for Nationalities, No. 1 Xibeixincun, Lanzhou 730030, China
| | - Tieqiao Wen
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, 99 Shang Da Road, Shanghai 200444, China.
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Wang J, Li J, Wang Q, Kong Y, Zhou F, Li Q, Li W, Sun Y, Wang Y, Guan Y, Wu M, Wen T. Dcf1 Deficiency Attenuates the Role of Activated Microglia During Neuroinflammation. Front Mol Neurosci 2018; 11:256. [PMID: 30104955 PMCID: PMC6077288 DOI: 10.3389/fnmol.2018.00256] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 07/06/2018] [Indexed: 12/14/2022] Open
Abstract
Microglia serve as the principal immune cells and play crucial roles in the central nervous system, responding to neuroinflammation via migration and the execution of phagocytosis. Dendritic cell-derived factor 1 (Dcf1) is known to play an important role in neural stem cell differentiation, glioma apoptosis, dendritic spine formation, and Alzheimer’s disease (AD), nevertheless, the involvement of the Dcf1 gene in the brain immune response has not yet been reported. In the present paper, the RNA-sequencing and function enrichment analysis suggested that the majority of the down-regulated genes in Dcf1-/- (Dcf1-KO) mice are immune-related. In vivo experiments showed that Dcf1 deletion produced profound effects on microglial function, increased the expression of microglial activation markers, such as ionized calcium binding adaptor molecule 1 (Iba1), Cluster of Differentiation 68 (CD68) and translocator protein (TSPO), as well as certain proinflammatory cytokines (Cxcl1, Ccl7, and IL17D), but decreased the migratory and phagocytic abilities of microglial cells, and reduced the expression levels of some other proinflammatory cytokines (Cox-2, IL-1β, IL-6, TNF-α, and Csf1) in the mouse hippocampus. Furthermore, in vitro experiments revealed that in the absence of lipopolysaccharide (LPS), the majority of microglia were ramified and existed in a resting state, with only approximately 10% of cells exhibiting an amoeboid-like morphology, indicative of an activated state. LPS treatment dramatically increased the ratio of activated to resting cells, and Dcf1 downregulation further increased this ratio. These data indicated that Dcf1 deletion mediates neuroinflammation and induces dysfunction of activated microglia, preventing migration and the execution of phagocytosis. These findings support further investigation into the biological mechanisms underlying microglia-related neuroinflammatory diseases, and the role of Dcf1 in the immune response.
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Affiliation(s)
- Jiao Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Jie Li
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Qian Wang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Yanyan Kong
- Positron Emission Computed Tomography Center, Huashan Hospital, Fudan University, Shanghai, China
| | - Fangfang Zhou
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Qian Li
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Weihao Li
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Yangyang Sun
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
| | - Yanli Wang
- Institute of Nanochemistry and Nanobiology, Shanghai University, Shanghai, China
| | - Yihui Guan
- Positron Emission Computed Tomography Center, Huashan Hospital, Fudan University, Shanghai, China
| | - Minghong Wu
- Shanghai Applied Radiation Institute, School of Environmental and Chemical Engineering, Shanghai University, Shanghai, China
| | - Tieqiao Wen
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai, China
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Interaction of DCF1 with ATP1B1 induces impairment in astrocyte structural plasticity via the P38 signaling pathway. Exp Neurol 2018; 302:214-229. [DOI: 10.1016/j.expneurol.2018.01.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 12/16/2017] [Accepted: 01/08/2018] [Indexed: 12/18/2022]
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15
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Dendritic Cell Factor 1-Knockout Results in Visual Deficit Through the GABA System in Mouse Primary Visual Cortex. Neurosci Bull 2018; 34:465-475. [PMID: 29430585 DOI: 10.1007/s12264-018-0211-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 11/21/2017] [Indexed: 10/18/2022] Open
Abstract
The visual system plays an important role in our daily life. In this study, we found that loss of dendritic cell factor 1 (DCF1) in the primary visual cortex (V1) caused a sight deficit in mice and induced an abnormal increase in glutamic acid decarboxylase 67, an enzyme that catalyzes the decarboxylation of glutamate to gamma aminobutyric acid and CO2, particularly in layer 5. In vivo electrophysiological recordings confirmed a decrease in delta, theta, and beta oscillation power in DCF1-knockout mice. This study presents a previously unknown function of DCF1 in V1, suggests an unknown contact between DCF1 and GABA systems, and provides insight into the mechanism and treatment of visual deficits.
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DCF1 subcellular localization and its function in mitochondria. Biochimie 2018; 144:50-55. [DOI: 10.1016/j.biochi.2017.10.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 10/17/2017] [Indexed: 12/19/2022]
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17
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Liu Q, Shi J, Lin R, Wen T. Dopamine and dopamine receptor D1 associated with decreased social interaction. Behav Brain Res 2017; 324:51-57. [DOI: 10.1016/j.bbr.2017.01.045] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 01/22/2017] [Accepted: 01/27/2017] [Indexed: 12/16/2022]
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Dcf1 Triggers Dendritic Spine Formation and Facilitates Memory Acquisition. Mol Neurobiol 2017; 55:763-775. [DOI: 10.1007/s12035-016-0349-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 12/07/2016] [Indexed: 11/25/2022]
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Dynamin-related protein 1 controls the migration and neuronal differentiation of subventricular zone-derived neural progenitor cells. Sci Rep 2015; 5:15962. [PMID: 26514444 PMCID: PMC4626845 DOI: 10.1038/srep15962] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Accepted: 10/05/2015] [Indexed: 12/29/2022] Open
Abstract
Mitochondria are important in many essential cellular functions, including energy production, calcium homeostasis, and apoptosis. The organelles are scattered throughout the cytoplasm, but their distribution can be altered in response to local energy demands, such as cell division and neuronal maturation. Mitochondrial distribution is closely associated with mitochondrial fission, and blocking the fission-promoting protein dynamin-related protein 1 (Drp1) activity often results in mitochondrial elongation and clustering. In this study, we observed that mitochondria were preferentially localized at the leading process of migratory adult neural stem cells (aNSCs), whereas neuronal differentiating cells transiently exhibited perinuclear condensation of mitochondria. Inhibiting Drp1 activity altered the typical migratory cell morphology into round shapes while the polarized mitochondrial distribution was maintained. With these changes, aNSCs failed to migrate, and neuronal differentiation was prevented. Because Drp1 blocking also impaired the mitochondrial membrane potential, we tested whether supplementing with L-carnitine, a compound that restores mitochondrial membrane potential and ATP synthesis, could revert the defects induced by Drp1 inhibition. Interestingly, L-carnitine fully restored the aNSC defects, including cell shrinkage, migration, and impaired neuronal differentiation. These results suggest that Drp1 is required for functionally active mitochondria, and supplementing with ATP can restore the defects induced by Drp1 suppression.
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Li X, Feng R, Huang C, Wang H, Wang J, Zhang Z, Yan H, Wen T. MicroRNA-351 regulates TMEM 59 (DCF1) expression and mediates neural stem cell morphogenesis. RNA Biol 2014; 9:292-301. [DOI: 10.4161/rna.19100] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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21
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Xie Y, Li Q, Yang Q, Yang M, Zhang Z, Zhu L, Yan H, Feng R, Zhang S, Huang C, Liu Z, Wen T. Overexpression of DCF1 inhibits glioma through destruction of mitochondria and activation of apoptosis pathway. Sci Rep 2014; 4:3702. [PMID: 24424470 PMCID: PMC3892183 DOI: 10.1038/srep03702] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Accepted: 12/18/2013] [Indexed: 01/29/2023] Open
Abstract
Gliomas are the most common brain tumors affecting the central nervous system and are associated with a high mortality rate. DCF1 is a membrane protein that was previously found to play a role in neural stem cell differentiation. In the present study, we found that overexpression of dcf1 significantly inhibited cell proliferation, migration, and invasion and dramatically promoted apoptosis in the glioblastoma U251 cell line. DCF1 deletion mutations in the functional region showed that the complete structure of DCF1 was necessary for apoptosis. Furthermore, significantly lower tumorigenicity was observed in athymic nude mice by transplanting U251 cells overexpressing dcf1. To decode the apoptosis induced by dcf1, mitochondrial structure and membrane potential in glioma cells were investigated and the results indicated obvious mitochondrial swelling, destruction of cristae, and a significant decline in membrane potential. Mechanismly, caspase-3 signaling was activated. Finally, endogenous dcf1 silence in U251 cells was investigated. Results showed a highly methylation at −1339 and −1322 position at dcf1 promoter sequence, revealing the causal relationship between dcf1 gene and tumorigencicity. The present study identified a previously unknown cancer apoptosis mechanism involving dcf1 overexpression and provided a novel approach to potentially treat glioma patients.
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Affiliation(s)
- Yuqiong Xie
- 1] Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China [2] Institute of Systems Biology, Shanghai University, Shanghai 200444, China [3]
| | - Qiang Li
- 1] Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China [2] Institute of Systems Biology, Shanghai University, Shanghai 200444, China [3]
| | - Qingbo Yang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Mei Yang
- 1] Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China [2] Institute of Systems Biology, Shanghai University, Shanghai 200444, China
| | - Zhifeng Zhang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Liucun Zhu
- Institute of Systems Biology, Shanghai University, Shanghai 200444, China
| | - Huang Yan
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Ruili Feng
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Shiqing Zhang
- 1] Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China [2] Institute of Systems Biology, Shanghai University, Shanghai 200444, China
| | - Chen Huang
- Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China
| | - Zengrong Liu
- Institute of Systems Biology, Shanghai University, Shanghai 200444, China
| | - Tieqiao Wen
- 1] Laboratory of Molecular Neural Biology, School of Life Sciences, Shanghai University, Shanghai 200444, China [2] Institute of Systems Biology, Shanghai University, Shanghai 200444, China
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Regulation of neural stem cell differentiation by transcription factors HNF4-1 and MAZ-1. Mol Neurobiol 2012; 47:228-40. [PMID: 22944911 DOI: 10.1007/s12035-012-8335-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2012] [Accepted: 08/16/2012] [Indexed: 10/27/2022]
Abstract
Neural stem cells (NSCs) are promising candidates for a variety of neurological diseases due to their ability to differentiate into neurons, astrocytes, and oligodentrocytes. During this process, Rho GTPases are heavily involved in neuritogenesis, axon formation and dendritic development, due to their effects on the cytoskeleton through downstream effectors. The activities of Rho GTPases are controlled by Rho-GDP dissociation inhibitors (Rho-GDIs). As shown in our previous study, these are also involved in the differentiation of NSCs; however, little is known about the underlying regulatory mechanism. Here, we describe how the transcription factors hepatic nuclear factor (HNF4-1) and myc-associated zinc finger protein (MAZ-1) regulate the expression of Rho-GDIγ in the stimulation of NSC differentiation. Using a transfection of cis-element double-stranded oligodeoxynucleotides (ODNs) strategy, referred to as "decoy" ODNs, we examined the effects of HNF4-1 and MAZ-1 on NSC differentiation in the NSC line C17.2. Our results show that HNF4-1 and MAZ-1 decoy ODNs significantly knock down Rho-GDIγ gene transcription, leading to NSC differentiation towards neurons. We observed that HNF4-1 and MAZ-1 decoy ODNs are able enter to the cell nucleolus and specifically bind to their target transcription factors. Furthermore, the expression of Rho-GDIγ-mediated genes was identified, suggesting that the regulatory mechanism for the differentiation of NSCs is triggered by the transcription factors MAZ-1 and HNF4-1. These findings indicate that HNF4-1 and MAZ-1 regulate the expression of Rho-GDIγ and contribute to the differentiation of NSCs. Our findings provide a new perspective within regulatory mechanism research during differentiation of NSCs, especially the clinical application of transcription factor decoys in vivo, suggesting potential therapeutic strategies for neurodegenerative disease.
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Zhang L, Ju X, Cheng Y, Guo X, Wen T. Identifying Tmem59 related gene regulatory network of mouse neural stem cell from a compendium of expression profiles. BMC SYSTEMS BIOLOGY 2011; 5:152. [PMID: 21955788 PMCID: PMC3191490 DOI: 10.1186/1752-0509-5-152] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2011] [Accepted: 09/29/2011] [Indexed: 11/10/2022]
Abstract
Background Neural stem cells offer potential treatment for neurodegenerative disorders, such like Alzheimer's disease (AD). While much progress has been made in understanding neural stem cell function, a precise description of the molecular mechanisms regulating neural stem cells is not yet established. This lack of knowledge is a major barrier holding back the discovery of therapeutic uses of neural stem cells. In this paper, the regulatory mechanism of mouse neural stem cell (NSC) differentiation by tmem59 is explored on the genome-level. Results We identified regulators of tmem59 during the differentiation of mouse NSCs from a compendium of expression profiles. Based on the microarray experiment, we developed the parallelized SWNI algorithm to reconstruct gene regulatory networks of mouse neural stem cells. From the inferred tmem59 related gene network including 36 genes, pou6f1 was identified to regulate tmem59 significantly and might play an important role in the differentiation of NSCs in mouse brain. There are four pathways shown in the gene network, indicating that tmem59 locates in the downstream of the signalling pathway. The real-time RT-PCR results shown that the over-expression of pou6f1 could significantly up-regulate tmem59 expression in C17.2 NSC line. 16 out of 36 predicted genes in our constructed network have been reported to be AD-related, including Ace, aqp1, arrdc3, cd14, cd59a, cds1, cldn1, cox8b, defb11, folr1, gdi2, mmp3, mgp, myrip, Ripk4, rnd3, and sncg. The localization of tmem59 related genes and functional-related gene groups based on the Gene Ontology (GO) annotation was also identified. Conclusions Our findings suggest that the expression of tmem59 is an important factor contributing to AD. The parallelized SWNI algorithm increased the efficiency of network reconstruction significantly. This study enables us to highlight novel genes that may be involved in NSC differentiation and provides a shortcut to identifying genes for AD.
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Affiliation(s)
- Luwen Zhang
- Laboratory of Molecular Neurobiology, Institute of Systems Biology, School of Life Sciences, Shanghai University, 99 Shangda Road, Shanghai 200433, China
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