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Hemedan AA, Satagopam V, Schneider R, Ostaszewski M. Cohort-specific boolean models highlight different regulatory modules during Parkinson's disease progression. iScience 2024; 27:110956. [PMID: 39429779 PMCID: PMC11489052 DOI: 10.1016/j.isci.2024.110956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 07/02/2024] [Accepted: 09/10/2024] [Indexed: 10/22/2024] Open
Abstract
Parkinson's disease (PD) involves complex molecular interactions and diverse comorbidities. To better understand its molecular mechanisms, we employed systems medicine approaches using the PD map, a detailed repository of PD-related interactions and applied Probabilistic Boolean Networks (PBNs) to capture the stochastic nature of molecular dynamics. By integrating cohort-level and real-world patient data, we modeled PD's subtype-specific pathway deregulations, providing a refined representation of its molecular landscape. Our study identifies key regulatory biomolecules and pathways that vary across PD subtypes, offering insights into the disease's progression and patient stratification. These findings have significant implications for the development of targeted therapeutic interventions.
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Affiliation(s)
- Ahmed Abdelmonem Hemedan
- Bioinformatics Core Unit, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Venkata Satagopam
- Bioinformatics Core Unit, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Reinhard Schneider
- Bioinformatics Core Unit, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Marek Ostaszewski
- Bioinformatics Core Unit, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
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Zhang J, Liu J, Li Y, Zhang X, Yang C. Regulatory Role and Molecular Mechanism of Mammalian Sterile 20-Like Kinase 1 in 1-Methyl-4-Phenylpyridinium Ion-Induced Parkinson's Disease Cell Model. Rejuvenation Res 2024; 27:154-162. [PMID: 39003528 DOI: 10.1089/rej.2024.0036] [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] [Indexed: 07/15/2024] Open
Abstract
Parkinson's disease (PD) is a multifactorial degenerative disease in the elder. Given the involvement of mammalian sterile 20-like kinase 1 (MST1) in PD, this article was to illustrate the mechanism of MST1 in 1-methyl-4-phenylpyridinium ion (MPP+)-induced PD cell model. Cells were treated with different concentrations of MPP+ to establish a PD cell model. Reverse transcription-quantitative polymerase chain reaction and Western blot revealed that MST1 expression and iron ion concentration increased, but cellular viability decreased with MPP+ concentration. Inhibition of MST1 decreased ferroptosis; increased cellular viability, iron ion content, and levels of glutathione peroxidase 4; and decreased reactive oxygen species and lactate dehydrogenase release. Upregulation of ferroptosis levels using ferroptosis agonist Erastin reduced the protective effect of MST1 inhibition on PD cells. Mechanistically, dual-luciferase analysis identified that miR-23b-3p targeted MST1 and inhibited its expression. Overexpression of miR-23b-3p inhibited MST1 levels, thereby reducing cellular ferroptosis and attenuating MPP+-induced cell injury. Collectively, MST1 expression increased with increasing MPP+ concentration, and miR-23b-3p targeted MST1 to reduce ferroptosis and MPP+-induced cell injury.
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Affiliation(s)
- Jun Zhang
- Department of Neurology, Jingmen People's Hospital, Jingmen, China
| | - Jie Liu
- Department of Neurology, Jingmen People's Hospital, Jingmen, China
| | - Yongle Li
- Department of Neurology, Jingmen People's Hospital, Jingmen, China
| | - Xuexian Zhang
- Department of Neurology, Jingmen People's Hospital, Jingmen, China
| | - Chunxiang Yang
- Department of Neurology, Jingmen People's Hospital, Jingmen, China
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3
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Hemedan AA, Schneider R, Ostaszewski M. Applications of Boolean modeling to study the dynamics of a complex disease and therapeutics responses. FRONTIERS IN BIOINFORMATICS 2023; 3:1189723. [PMID: 37325771 PMCID: PMC10267406 DOI: 10.3389/fbinf.2023.1189723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Accepted: 05/18/2023] [Indexed: 06/17/2023] Open
Abstract
Computational modeling has emerged as a critical tool in investigating the complex molecular processes involved in biological systems and diseases. In this study, we apply Boolean modeling to uncover the molecular mechanisms underlying Parkinson's disease (PD), one of the most prevalent neurodegenerative disorders. Our approach is based on the PD-map, a comprehensive molecular interaction diagram that captures the key mechanisms involved in the initiation and progression of PD. Using Boolean modeling, we aim to gain a deeper understanding of the disease dynamics, identify potential drug targets, and simulate the response to treatments. Our analysis demonstrates the effectiveness of this approach in uncovering the intricacies of PD. Our results confirm existing knowledge about the disease and provide valuable insights into the underlying mechanisms, ultimately suggesting potential targets for therapeutic intervention. Moreover, our approach allows us to parametrize the models based on omics data for further disease stratification. Our study highlights the value of computational modeling in advancing our understanding of complex biological systems and diseases, emphasizing the importance of continued research in this field. Furthermore, our findings have potential implications for the development of novel therapies for PD, which is a pressing public health concern. Overall, this study represents a significant step forward in the application of computational modeling to the investigation of neurodegenerative diseases, and underscores the power of interdisciplinary approaches in tackling challenging biomedical problems.
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Evaluation of the Combination of Metformin and Rapamycin in an MPP +-Treated SH-SY5Y Model of Parkinson's Disease. Adv Pharmacol Pharm Sci 2023; 2023:3830861. [PMID: 36698448 PMCID: PMC9870674 DOI: 10.1155/2023/3830861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 01/07/2023] [Accepted: 01/10/2023] [Indexed: 01/18/2023] Open
Abstract
Metformin (MET) and rapamycin (RAPA) have been reported to protect against neurodegeneration in cellular and animal models of Parkinson's disease (PD). MET, which is a first-line drug for type 2 diabetes, and RAPA are known as mTORC1 inhibitors. MET also acts as an AMPK activator, which leads to the inhibition of mTORC1 activity. mTORC1 is a downstream target of Akt signaling. Inactivation of Akt/mTORC1 and its downstream S6K1 can promote autophagy, a process involved in PD pathogenesis. Based on their mechanisms and potential benefits, we evaluated the potential protective effect of pretreatment with combinations of MET and RAPA in a 1-methyl-4-phenylpyridinium ion (MPP+)-treated SH-SY5Y neuronal cell model of PD. The results showed that MET and RAPA combinations lowered cell viability after exposure to MPP+. Increased LC3-II levels by MPP+ were not altered by MET and RAPA pretreatment. In normal neuronal cells, MET and RAPA pretreatment inhibited the phosphorylation of both Akt and S6K1, and the phosphorylation remained suppressed after MPP+ exposure. These findings suggest that when cells were exposed to MPP+, suppressed phosphorylation of both Akt and S6K1 by the MET and RAPA combination may lead to an inappropriate autophagic response, resulting in increased cell death.
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Qin Y, Huang J, Zhao X, Chen C. MiR-135a-5p and Mst1 regulate MPP + -1 induced apoptosis and autophagy in Parkinson's disease model in vitro. Cell Signal 2022; 94:110328. [DOI: 10.1016/j.cellsig.2022.110328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 03/31/2022] [Accepted: 03/31/2022] [Indexed: 11/16/2022]
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miR-132-5p regulates apoptosis and autophagy in MPTP model of Parkinson's disease by targeting ULK1. Neuroreport 2021; 31:959-965. [PMID: 32658123 DOI: 10.1097/wnr.0000000000001494] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder that is characterized by a loss of dopaminergic neurons in the substantia nigra of the brain. Numerous investigations have focused on the underlying mechanism involved in the progression of PD in recent decades. miR-132 is abnormal expression in many diseases including PD. However, the functional role and molecular mechanism of miR-132-5p in PD pathogenesis are still not elucidated. In our study, we found miR-132-5p was upregulated in 1-methyl-4-pheny-1,2,3,6-tetrahydropyridine (MPTP) model of PD. MTT assay and flow cytometric analysis revealed that inhibition of miR-132-5p increased cell survival ability and reduced MPTP-induced apoptosis of SH-SY5Y cells. Furthermore, inhibition of miR-132-5p could significantly suppressed mRNA and protein expression levels of LC3 and Beclin 1, indicating inhibition of miR-132-5p might restrain autophagy in PD. Subsequently, ULK1 was identified as a target of miR-132-5p and positively regulated by miR-132-5p at both mRNA and protein levels. Additionally, ectopic expression of ULK1 was able to reverse the effects of miR-132-5p inhibition. Taken together, our results demonstrated that miR-132-5p inhibition might exert a protective role in MPTP-treated PD models by targeting ULK1, indicating that miR-132-5p may be a prospective therapeutic target for PD.
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Liu R, Peng Z, Zhang Y, Li R, Wang Y. Upregulation of miR‑128 inhibits neuronal cell apoptosis following spinal cord injury via FasL downregulation by repressing ULK1. Mol Med Rep 2021; 24:667. [PMID: 34296305 PMCID: PMC8335739 DOI: 10.3892/mmr.2021.12306] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/21/2021] [Indexed: 12/13/2022] Open
Abstract
Spinal cord injury (SCI) is characterized by permanent motor deficits followed by inflammation and oxidative stress, causing neuronal cell death. The present study aimed to investigate the role of microRNA (miR)‑128 in neuronal cell apoptosis and its underlying mechanism. Targeting relationships among miR‑128 and Unc‑51 like autophagy activating kinase 1 (ULK1) and Fas ligand (FasL) were verified using dual‑luciferase reporter assay and ChIP assays. Loss‑ and gain‑of‑function assays were conducted in rat models of SCI to determine the roles of miR‑128 and ULK1 in neuronal cell apoptosis, inflammation, and motor function. Apoptosis, motor function and expression of inflammatory factors were respectively determined by Terminal deoxynucleotidyl transferase‑mediated dUTp nick end‑labeling, Basso, Beattie and Bresnahan (BBB) score and enzyme‑linked immunosorbent assay. Hematoxylin and eosin staining, Nissl staining and immunofluorescence were respectively performed to observe morphological changes and number of neurons and nestin‑positive cells. The neuronal cells were isolated from neuron injury models and cultured in vitro. MTT and flow cytometry was conducted to determine the neuronal cell viability and apoptosis respectively. miR‑128 was downregulated whereas ULK1 was upregulated in rats with SCI. Overexpression of miR‑128 or downregulation of ULK1 inhibited neuronal cell apoptosis and inflammation as evidenced by an increased BBB score and more neurons and nestin‑positive cells, but reduced expression of inflammatory and apoptosis‑related factors. ULK1 was negatively regulated by miR‑128, whereas FasL was positively regulated by ULK1. In vitro experiments validated the roles of miR‑128 and ULK1 in neuronal cell differentiation and apoptosis. In conclusion, the upregulation of miR‑128 depresses neuronal cell apoptosis by downregulating ULK1, thereby attenuating SCI via the downregulation of FasL.
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Affiliation(s)
- Ruixuan Liu
- Department of Orthopaedics, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Zhibin Peng
- Department of Orthopaedics, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Yubo Zhang
- Department of Orthopaedics, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Rui Li
- Department of Orthopaedics, Binzhou Medical University Hospital, Binzhou, Shandong 256603, P.R. China
| | - Yansong Wang
- Department of Orthopaedics, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
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Balke D, Tatenhorst L, Dambeck V, Ribas VT, Vahsen BF, Michel U, Bähr M, Lingor P. AAV-Mediated Expression of Dominant-Negative ULK1 Increases Neuronal Survival and Enhances Motor Performance in the MPTP Mouse Model of Parkinson's Disease. Mol Neurobiol 2019; 57:685-697. [PMID: 31446549 DOI: 10.1007/s12035-019-01744-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 08/19/2019] [Indexed: 12/09/2022]
Abstract
Loss of nigrostriatal projections by axonal degeneration is a key early event in Parkinson's disease (PD) pathophysiology, being accountable for the lack of dopamine in the nigrostriatal system and resulting in motor symptoms such as bradykinesia, rigidity, and tremor. Since autophagy is an important mechanism contributing to axonal degeneration, we aimed to evaluate the effects of competitive autophagy inhibition in the 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) mouse model of PD in vivo. Adeno-associated viral vector (AAV)-mediated overexpression of a dominant-negative form of the unc-51 like autophagy-initiating kinase (ULK1.DN) in the substantia nigra was induced 3 weeks before MPTP treatment. Analysis of motor behavior demonstrated a significant improvement of ULK1.DN expressing mice after MPTP treatment. Immunohistochemical analyses of dopaminergic nigral neurons and nigrostriatal projections revealed a significant protection from MPTP-induced neurotoxicity after ULK1.DN expression. Western blot analysis linked these findings to an activation of mTOR signaling. Taken together, our results indicate that expression of ULK1.DN can attenuate MPTP-induced axonal neurodegeneration, suggesting that ULK1 could be a promising novel target in the treatment of PD.
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Affiliation(s)
- Dirk Balke
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Lars Tatenhorst
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
- DFG Cluster of Excellence Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
- Center for Biostructural Imaging of Neurodegeneration (BIN), University Medical Center Göttingen, Von-Siebold-Str. 3a, 37075, Göttingen, Germany
| | - Vivian Dambeck
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
- DFG Cluster of Excellence Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
- Center for Biostructural Imaging of Neurodegeneration (BIN), University Medical Center Göttingen, Von-Siebold-Str. 3a, 37075, Göttingen, Germany
| | - Vinicius Toledo Ribas
- Department of Morphology, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, MG, 31270-901, Brazil
| | - Björn F Vahsen
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Uwe Michel
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Mathias Bähr
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
- DFG Cluster of Excellence Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Paul Lingor
- Department of Neurology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany.
- DFG Cluster of Excellence Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany.
- Center for Biostructural Imaging of Neurodegeneration (BIN), University Medical Center Göttingen, Von-Siebold-Str. 3a, 37075, Göttingen, Germany.
- Department of Neurology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Ismaninger Straße 22, 81679, Munich, Germany.
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Zhou ZD, Selvaratnam T, Lee JCT, Chao YX, Tan EK. Molecular targets for modulating the protein translation vital to proteostasis and neuron degeneration in Parkinson's disease. Transl Neurodegener 2019; 8:6. [PMID: 30740222 PMCID: PMC6360798 DOI: 10.1186/s40035-019-0145-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 01/14/2019] [Indexed: 12/13/2022] Open
Abstract
Parkinson's disease (PD) is the most common neurodegenerative movement disorder, which is characterized by the progressive loss of dopaminergic neurons in the Substantia Nigra pars compacta concomitant with Lewy body formation in affected brain areas. The detailed pathogenic mechanisms underlying the selective loss of dopaminergic neurons in PD are unclear, and no drugs or treatments have been developed to alleviate progressive dopaminergic neuron degeneration in PD. However, the formation of α-synuclein-positive protein aggregates in Lewy body has been identified as a common pathological feature of PD, possibly stemming from the consequence of protein misfolding and dysfunctional proteostasis. Proteostasis is the mechanism for maintaining protein homeostasis via modulation of protein translation, enhancement of chaperone capacity and the prompt clearance of misfolded protein by the ubiquitin proteasome system and autophagy. Deregulated protein translation and impaired capacities of chaperone or protein degradation can disturb proteostasis processes, leading to pathological protein aggregation and neurodegeneration in PD. In recent years, multiple molecular targets in the modulation of protein translation vital to proteostasis and dopaminergic neuron degeneration have been identified. The potential pathophysiological and therapeutic significance of these molecular targets to neurodegeneration in PD is highlighted.
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Affiliation(s)
- Zhi Dong Zhou
- Department of Research, National Neuroscience Institute, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
- Signature Research Program in Neuroscience and Behavioural Disorders, Duke-NUS Medical School Singapore, 8 College Road, Singapore, Singapore
| | - Thevapriya Selvaratnam
- Department of Research, National Neuroscience Institute, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
| | - Ji Chao Tristan Lee
- Department of Research, National Neuroscience Institute, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
| | - Yin Xia Chao
- Department of Research, National Neuroscience Institute, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
| | - Eng-King Tan
- Department of Research, National Neuroscience Institute, 11 Jalan Tan Tock Seng, Singapore, 308433 Singapore
- Department of Neurology, Singapore General Hospital, Outram Road, Singapore, 169608 Singapore
- Signature Research Program in Neuroscience and Behavioural Disorders, Duke-NUS Medical School Singapore, 8 College Road, Singapore, Singapore
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Wang L, Wang P, Dong H, Wang S, Chu H, Yan W, Zhang X. Ulk1/FUNDC1 Prevents Nerve Cells from Hypoxia-Induced Apoptosis by Promoting Cell Autophagy. Neurochem Res 2018; 43:1539-1548. [PMID: 29923038 DOI: 10.1007/s11064-018-2568-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 05/28/2018] [Accepted: 05/31/2018] [Indexed: 01/16/2023]
Abstract
Cell autophagy and cell apoptosis are both observed in the process of hypoxia-induced ischemic cerebral infarction (ICI). Unc-51 like autophagy activating kinase 1 (Ulk1) and FUN14 Domain-containing Protein 1 (FUNDC1) are both involved in the regulation of cell autophagy. This study aimed to investigate the regulatory effects of Ulk1 and FUNDC1 on hypoxia-induced nerve cell autophagy and apoptosis. Cell viability was measured using cell counting kit-8 (CCK-8) assay. Cell apoptosis was detected using Annexin V-PE/7-ADD staining assay. qRT-PCR was used to quantify the mRNA levels of Ulk1 and FUNDC1 in PC-12 cells. Cell transfection was performed to up-regulate the expression of Ulk1. 3-Methyladenine (3-MA) was used as autophagy inhibitor and rapamycin was used as autophagy activator in our experiments. SP600125 was used as c-Jun N-terminal kinase (JNK) inhibitor. Western blotting was performed to analyze the expression levels of key factors that are related to cell autophagy, apoptosis and JNK pathway. We found that hypoxia simultaneously induced apoptosis and autophagy of PC-12 cells. The activation of Ulk1 and FUNDC1 were also found in PC-12 cells after hypoxia induction. Overexpression of Ulk1 promoted the activation of FUNDC1 and prevented PC-12 cells from hypoxia-induced apoptosis. Suppression of Ulk1 had opposite effects. Furthermore, we also found that JNK pathway participated in the effects of Ulk1 overexpression on PC-12 cell apoptosis reduction. To conclude, Ulk1/FUNDC1 played critical regulatory roles in hypoxia-induced nerve cell autophagy and apoptosis. Overexpression of Ulk1 prevented nerve cells from hypoxia-induced apoptosis by promoting cell autophagy.
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Affiliation(s)
- Li Wang
- Department of Anesthesiology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, China
| | - Peng Wang
- Department of Anesthesiology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, China.
| | - He Dong
- Department of Anesthesiology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, China
| | - Shiduan Wang
- Department of Anesthesiology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, China
| | - Haichen Chu
- Department of Anesthesiology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, China
| | - Wei Yan
- Department of Anesthesiology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, China
| | - Xue Zhang
- Department of Anesthesiology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, China
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Zhang L, Ouyang L, Guo Y, Zhang J, Liu B. UNC-51-like Kinase 1: From an Autophagic Initiator to Multifunctional Drug Target. J Med Chem 2018; 61:6491-6500. [PMID: 29509411 DOI: 10.1021/acs.jmedchem.7b01684] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
UNC-51-like kinase 1 (ULK1), known as an ortholog of the yeast Atg1, is the serine-threonine kinase and the autophagic initiator in mammals. Accumulating evidence has recently revealed the kinase domain structure of ULK1 and its post-translational modifications, as well as further elucidated its regulatory autophagic pathways and associations with diverse human diseases. Interestingly, a series of small molecules have been recently reported to target ULK1 or ULK1-modulating autophagy, which may provide a clue on exploiting them as novel candidate drugs. Taken together, this review discusses how ULK1 acts as an autophagic initiator for modulation of its intricate mechanisms, as well as how ULK1 becomes a multifunctional target for potential therapeutic applications.
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Affiliation(s)
- Lan Zhang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital , Sichuan University and Collaborative Innovation Center of Biotherapy , Chengdu 610041 , China
| | - Liang Ouyang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital , Sichuan University and Collaborative Innovation Center of Biotherapy , Chengdu 610041 , China
| | - Yongzhi Guo
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital , Sichuan University and Collaborative Innovation Center of Biotherapy , Chengdu 610041 , China
| | - Jin Zhang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital , Sichuan University and Collaborative Innovation Center of Biotherapy , Chengdu 610041 , China
| | - Bo Liu
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital , Sichuan University and Collaborative Innovation Center of Biotherapy , Chengdu 610041 , China
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12
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He S, Li Q, Jiang X, Lu X, Feng F, Qu W, Chen Y, Sun H. Design of Small Molecule Autophagy Modulators: A Promising Druggable Strategy. J Med Chem 2017; 61:4656-4687. [PMID: 29211480 DOI: 10.1021/acs.jmedchem.7b01019] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Autophagy is a lysosome-dependent mechanism of intracellular degradation for maintaining cellular homeostasis. Dysregulation of autophagy has been verified to be closely linked to a number of human diseases. Consequently, targeting autophagy has been highlighted as a novel therapeutic strategy for clinical utility. Mounting efforts have been done in recent years to elucidate the mechanisms of autophagy regulation and to identify potential modulators of autophagy. However, most of the compounds target complex and multifaceted pathway and proteins, which may limit the evaluation of therapeutic value and in depth studies as chemical tools. Therefore, the development of specific and active autophagy modulators becomes most desirable. Here, we briefly review the regulation of autophagy and then summarize the recent development of small molecules targeting the core autophagic machinery. Finally, we put forward our viewpoints on the current problems, with the aim to provide reference for future drug discovery and potential therapeutic perspectives on novel, potent, selective autophagy modulators.
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Affiliation(s)
- Siyu He
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 210009 , China
| | - Qi Li
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 210009 , China
| | - Xueyang Jiang
- Key Laboratory of Biomedical Functional Materials, School of Science , China Pharmaceutical University , Nanjing 211198 , China
| | - Xin Lu
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 210009 , China
| | - Feng Feng
- Key Laboratory of Biomedical Functional Materials, School of Science , China Pharmaceutical University , Nanjing 211198 , China
| | - Wei Qu
- Key Laboratory of Biomedical Functional Materials, School of Science , China Pharmaceutical University , Nanjing 211198 , China
| | - Yao Chen
- School of Pharmacy , Nanjing University of Chinese Medicine , Nanjing , 210023 , China
| | - Haopeng Sun
- Department of Medicinal Chemistry , China Pharmaceutical University , Nanjing 210009 , China
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eSNPO: An eQTL-based SNP Ontology and SNP functional enrichment analysis platform. Sci Rep 2016; 6:30595. [PMID: 27470167 PMCID: PMC4965794 DOI: 10.1038/srep30595] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 07/04/2016] [Indexed: 02/06/2023] Open
Abstract
Genome-wide association studies (GWASs) have mined many common genetic variants associated with human complex traits like diseases. After that, the functional annotation and enrichment analysis of significant SNPs are important tasks. Classic methods are always based on physical positions of SNPs and genes. Expression quantitative trait loci (eQTLs) are genomic loci that contribute to variation in gene expression levels and have been proven efficient to connect SNPs and genes. In this work, we integrated the eQTL data and Gene Ontology (GO), constructed associations between SNPs and GO terms, then performed functional enrichment analysis. Finally, we constructed an eQTL-based SNP Ontology and SNP functional enrichment analysis platform. Taking Parkinson Disease (PD) as an example, the proposed platform and method are efficient. We believe eSNPO will be a useful resource for SNP functional annotation and enrichment analysis after we have got significant disease related SNPs.
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