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Yin S, Chi X, Wan F, Li Y, Zhou Q, Kou L, Sun Y, Wu J, Zou W, Wang Y, Jin Z, Huang J, Xiong N, Xia Y, Wang T. TREM2 signaling in Parkinson's disease: Regulation of microglial function and α-synuclein pathology. Int Immunopharmacol 2024; 143:113446. [PMID: 39490141 DOI: 10.1016/j.intimp.2024.113446] [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: 07/31/2024] [Revised: 10/16/2024] [Accepted: 10/17/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND Parkinson's disease (PD) is characterized by the loss of dopaminergic neurons, abnormal accumulation of α-synuclein (α-syn), and microglial activation. Triggering receptor expressed on myeloid cells 2 (TREM2) regulates multiple functions of microglia in the brain, and several studies have shown that TREM2 variant R47H is a risk factor for PD. However, the regulation of microglia by TREM2 in PD remains poorly understood. METHODS We constructed PD cell and animal models using α-syn preformed fibrils. siRNA knockdown and lentiviral overexpression were used to perturb TREM2 levels in cells, and TREM2 knockout mice and lentiviral overexpression was used in animal models to investigate the effects of TREM2 on microglial function, α-syn-related pathology, and dopaminergic neuron degeneration. RESULTS Microglia phagocytosed α-syn preformed fibrils in a concentration- and time-dependent manner, with some capacity to degrade α-syn aggregates. TREM2 expression increased in PD. In the context of PD, TREM2 knockout mice exhibited worsened pathological α-syn spread, decreased microglial reactivity, and increased loss of TH-positive neurons in the substantia nigra compared to wild-type mice. TREM2 overexpression enhanced reactive microglial aggregation towards the pathological site. Cellular experiments revealed that reduced TREM2 impaired microglial phagocytosis and proliferation, but enhanced autophagy via the PI3K/AKT/mTOR pathway. CONCLUSION TREM2 signaling in PD maintains microglial phagocytosis, proliferation, and reactivity, stabilizing autophagy and proliferation via the PI3K/AKT/mTOR pathway. Regulating TREM2 levels may be beneficial in PD treatment.
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Affiliation(s)
- Sijia Yin
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Xiaosa Chi
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Fang Wan
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Yunna Li
- Department of Neurology, The Central Hospital of Wuhan, 26 Shengli Street, Wuhan 430014, China
| | - Qiulu Zhou
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Liang Kou
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Yadi Sun
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Jiawei Wu
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Wenkai Zou
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Yiming Wang
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Zongjie Jin
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Jinsha Huang
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Nian Xiong
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China
| | - Yun Xia
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China.
| | - Tao Wang
- Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, China.
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Ye K, Zhao X, Liu L, Ge F, Zheng F, Liu Z, Tian M, Han X, Gao X, Xia Q, Wang D. Comparative Analysis of Human Brain RNA-seq Reveals the Combined Effects of Ferroptosis and Autophagy on Alzheimer's Disease in Multiple Brain Regions. Mol Neurobiol 2024:10.1007/s12035-024-04642-2. [PMID: 39710824 DOI: 10.1007/s12035-024-04642-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 11/22/2024] [Indexed: 12/24/2024]
Abstract
Ferroptosis and autophagy are closely associated with Alzheimer's disease (AD). Elevated ferric ion levels can induce oxidative stress and chronic inflammatory responses, resulting in brain tissue damage and further neurological cell damage. Autophagy in Alzheimer's has a dual role. On one hand, it protects neurons by removing β-amyloid and cellular damage products caused by oxidative stress and inflammation. On the other hand, abnormal autophagy is linked to neuronal apoptosis and neurodegeneration. However, the intricate interplay between ferroptosis and autophagy in AD remains insufficiently explored. This study focuses on the roles of ferroptosis and autophagy in AD and their interconnection through bioinformatics analysis, shedding light on the disease. Ferroptosis and autophagy significantly correlate with the development and course of AD. Using PPI network analysis and unsupervised consistency clustering analysis, we uncovered a complex network of interactions between ferroptosis and autophagy during disease progression, demonstrating a significant congruence in their modification patterns. Functional analyses further demonstrated that ferroptosis and autophagy together affect the immunological status and synaptic regulation in hippocampal regions in patients with AD, which significantly impacts the start and progression of the disease.
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Affiliation(s)
- Ke Ye
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China
| | - Xue Zhao
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China
| | - Lulu Liu
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China
| | - Fangliang Ge
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China
| | - Feifei Zheng
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China
| | - Zijie Liu
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China
| | - Mengjie Tian
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China
| | - Xinyu Han
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China
| | - Xu Gao
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China.
- Key Laboratory of Heilongjiang Province for Genetically Modified Animals, Harbin Medical University, Harbin, 150000, Heilongjiang, China.
- Translational Medicine Research and Cooperation Center of Northern China, Heilongjiang Academy of Medical Sciences, Harbin, 150000, Heilongjiang, China.
| | - Qing Xia
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
| | - Dayong Wang
- Department of Biochemistry and Molecular Biology, Harbin Medical University, Harbin, 150000, Heilongjiang, China.
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3
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Stevenson M, Hebron ML, Liu X, Balaraman K, Wolf C, Moussa C. c-KIT inhibitors reduce pathology and improve behavior in the Tg(SwDI) model of Alzheimer's disease. Life Sci Alliance 2024; 7:e202402625. [PMID: 39009412 PMCID: PMC11249953 DOI: 10.26508/lsa.202402625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 07/05/2024] [Accepted: 07/08/2024] [Indexed: 07/17/2024] Open
Abstract
Treatments for Alzheimer's disease have primarily focused on removing brain amyloid plaques to improve cognitive outcomes in patients. We developed small compounds, known as BK40143 and BK40197, and we hypothesize that these drugs alleviate microglial-mediated neuroinflammation and induce autophagic clearance of neurotoxic proteins to improve behavior in models of neurodegeneration. Specificity binding assays of BK40143 and BK40197 showed primary binding to c-KIT/Platelet Derived Growth Factor Receptors (PDGFR)α/β, whereas BK40197 also differentially binds to FYVE finger-containing phosphoinositide kinase (PIKFYVE). Both compounds penetrate the CNS, and treatment with these drugs inhibited the maturation of peripheral mast cells in transgenic mice, correlating with cognitive improvements on measures of memory and anxiety. In the brain, microglial activation was profoundly attenuated and amyloid-beta and tau were reduced via autophagy. Multi-kinase inhibition, including c-KIT, exerts multifunctional effects to reduce neurodegenerative pathology via autophagy and microglial activity and may represent a potential therapeutic option for neurodegeneration.
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Affiliation(s)
- Max Stevenson
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington DC, USA
| | - Michaeline L Hebron
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington DC, USA
| | - Xiaoguang Liu
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington DC, USA
| | - Kaluvu Balaraman
- Medicinal Chemistry Shared Resource, Department of Chemistry, Georgetown University Medical Center, Washington DC, USA
| | - Christian Wolf
- Medicinal Chemistry Shared Resource, Department of Chemistry, Georgetown University Medical Center, Washington DC, USA
| | - Charbel Moussa
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington DC, USA
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4
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Stevenson M, Algarzae NK, Moussa C. Tyrosine kinases: multifaceted receptors at the intersection of several neurodegenerative disease-associated processes. FRONTIERS IN DEMENTIA 2024; 3:1458038. [PMID: 39221072 PMCID: PMC11361951 DOI: 10.3389/frdem.2024.1458038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 07/31/2024] [Indexed: 09/04/2024]
Abstract
Tyrosine kinases (TKs) are catalytic enzymes activated by auto-phosphorylation that function by phosphorylating tyrosine residues on downstream substrates. Tyrosine kinase inhibitors (TKIs) have been heavily exploited as cancer therapeutics, primarily due to their role in autophagy, blood vessel remodeling and inflammation. This suggests tyrosine kinase inhibition as an appealing therapeutic target for exploiting convergent mechanisms across several neurodegenerative disease (NDD) pathologies. The overlapping mechanisms of action between neurodegeneration and cancer suggest that TKIs may play a pivotal role in attenuating neurodegenerative processes, including degradation of misfolded or toxic proteins, reduction of inflammation and prevention of fibrotic events of blood vessels in the brain. In this review, we will discuss the distinct roles that select TKs have been shown to play in various disease-associated processes, as well as identify TKs that have been explored as targets for therapeutic intervention and associated pharmacological agents being investigated as treatments for NDDs.
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Affiliation(s)
- Max Stevenson
- The Laboratory for Dementia and Parkinsonism, Translational Neurotherapeutics Program, Department of Neurology, Georgetown University Medical Center, Washington, DC, United States
| | - Norah K. Algarzae
- Department of Physiology, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Charbel Moussa
- The Laboratory for Dementia and Parkinsonism, Translational Neurotherapeutics Program, Department of Neurology, Georgetown University Medical Center, Washington, DC, United States
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5
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Wu D, Ding Z, Lu T, Chen Y, Zhang F, Lu S. DDR1-targeted therapies: current limitations and future potential. Drug Discov Today 2024; 29:103975. [PMID: 38580164 DOI: 10.1016/j.drudis.2024.103975] [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: 02/01/2024] [Revised: 03/22/2024] [Accepted: 03/29/2024] [Indexed: 04/07/2024]
Abstract
Discoidin domain receptor (DDR)-1 has a crucial role in regulating vital processes, including cell differentiation, proliferation, adhesion, migration, invasion, and matrix remodeling. Overexpression or activation of DDR1 in various pathological scenarios makes it a potential therapeutic target for the treatment of cancer, fibrosis, atherosclerosis, and neuropsychiatric, psychiatric, and neurodegenerative disorders. In this review, we summarize current therapeutic approaches targeting DDR1 from a medicinal chemistry perspective. Furthermore, we analyze factors other than issues of low selectivity and risk of resistance, contributing to the infrequent success of DDR1 inhibitors. The complex interplay between DDR1 and the extracellular matrix (ECM) necessitates additional validation, given that DDR1 might exhibit complex and synergistic interactions with other signaling molecules during ECM regulation. The mechanisms involved in DDR1 regulation in cancer and inflammation-related diseases also remain unknown.
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Affiliation(s)
- Donglin Wu
- School of Science, China Pharmaceutical University, Nanjing 211198, China
| | - Zihui Ding
- School of Science, China Pharmaceutical University, Nanjing 211198, China
| | - Tao Lu
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China.
| | - Yadong Chen
- Laboratory of Molecular Design and Drug Discovery, China Pharmaceutical University, Nanjing 211198, China.
| | - Feng Zhang
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Shuai Lu
- School of Science, China Pharmaceutical University, Nanjing 211198, China.
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6
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Su H, Karin M. Multifaceted collagen-DDR1 signaling in cancer. Trends Cell Biol 2024; 34:406-415. [PMID: 37709651 PMCID: PMC10927612 DOI: 10.1016/j.tcb.2023.08.003] [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: 05/29/2023] [Revised: 08/07/2023] [Accepted: 08/22/2023] [Indexed: 09/16/2023]
Abstract
In addition to immune cells and fibroblasts, the tumor microenvironment (TME) comprises an extracellular matrix (ECM) which contains collagens (COLs) whose architecture and remodeling dictate cancer development and progression. COL receptors expressed by cancer cells sense signals generated by microenvironmental alterations in COL state to regulate cell behavior and metabolism. Discoidin domain receptor 1 (DDR1) is a key sensor of COL fiber state and composition that controls tumor cell metabolism and growth, response to therapy, and patient survival. This review focuses on DDR1 to NRF2 signaling, its modulation of autophagy and macropinocytosis (MP), and its role in cancer and other diseases. Elucidating the regulation of DDR1 activity and expression under different pathophysiological conditions will facilitate the discovery of new therapeutics.
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Affiliation(s)
- Hua Su
- Institutes of Biomedical Sciences, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Michael Karin
- Laboratory of Gene Regulation and Signal Transduction, Departments of Pharmacology and Pathology, School of Medicine, University of California San Diego, La Jolla, CA, USA.
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7
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Sepulveda‐Falla D, Vélez JI, Acosta‐Baena N, Baena A, Moreno S, Krasemann S, Lopera F, Mastronardi CA, Arcos‐Burgos M. Genetic modifiers of cognitive decline in PSEN1 E280A Alzheimer's disease. Alzheimers Dement 2024; 20:2873-2885. [PMID: 38450831 PMCID: PMC11032577 DOI: 10.1002/alz.13754] [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: 03/28/2023] [Revised: 01/22/2024] [Accepted: 01/29/2024] [Indexed: 03/08/2024]
Abstract
INTRODUCTION Rate of cognitive decline (RCD) in Alzheimer's disease (AD) determines the degree of impairment for patients and of burden for caretakers. We studied the association of RCD with genetic variants in AD. METHODS RCD was evaluated in 62 familial AD (FAD) and 53 sporadic AD (SAD) cases, and analyzed by whole-exome sequencing for association with common exonic functional variants. Findings were validated in post mortem brain tissue. RESULTS One hundred seventy-two gene variants in FAD, and 227 gene variants in SAD associated with RCD. In FAD, performance decline of the immediate recall of the Rey-Osterrieth figure test associated with 122 genetic variants. Olfactory receptor OR51B6 showed the highest number of associated variants. Its expression was detected in temporal cortex neurons. DISCUSSION Impaired olfactory function has been associated with cognitive impairment in AD. Genetic variants in these or other genes could help to identify risk of faster memory decline in FAD and SAD patients.
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Affiliation(s)
- Diego Sepulveda‐Falla
- Institute of NeuropathologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Jorge I. Vélez
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
- Universidad del NorteBarranquillaColombia
| | | | - Ana Baena
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Sonia Moreno
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Susanne Krasemann
- Institute of NeuropathologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Francisco Lopera
- Grupo de Neurociencias de AntioquiaUniversidad de AntioquiaMedellínColombia
| | - Claudio A. Mastronardi
- Genomics and Predictive Medicine GroupDepartment of Genome SciencesJohn Curtin School of Medical ResearchThe Australian National UniversityCanberraAustralia
- INPAC Research Group, Fundación Universitaria SanitasBogotáColombia
| | - Mauricio Arcos‐Burgos
- Grupo de Investigación en Psiquiatría (GIPSI)Departamento de PsiquiatríaFacultad de MedicinaInstituto de Investigaciones MédicasUniversidad de AntioquiaMedellínColombia
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8
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Liu M, Zhang J, Li X, Wang Y. Research progress of DDR1 inhibitors in the treatment of multiple human diseases. Eur J Med Chem 2024; 268:116291. [PMID: 38452728 DOI: 10.1016/j.ejmech.2024.116291] [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: 12/03/2023] [Revised: 02/25/2024] [Accepted: 02/26/2024] [Indexed: 03/09/2024]
Abstract
Discoidin domain receptor 1 (DDR1) is a collagen-activated receptor tyrosine kinase (RTK) and plays pivotal roles in regulating cellular functions such as proliferation, differentiation, invasion, migration, and matrix remodeling. DDR1 is involved in the occurrence and progression of many human diseases, including cancer, fibrosis, and inflammation. Therefore, DDR1 represents a highly promising therapeutic target. Although no selective small-molecule inhibitors have reached clinical trials to date, many molecules have shown therapeutic effects in preclinical studies. For example, BK40143 has demonstrated significant promise in the therapy of neurodegenerative diseases. In this context, our perspective aims to provide an in-depth exploration of DDR1, encompassing its structure characteristics, biological functions, and disease relevance. Furthermore, we emphasize the importance of understanding the structure-activity relationship of DDR1 inhibitors and highlight the unique advantages of dual-target or multitarget inhibitors. We anticipate offering valuable insights into the development of more efficacious DDR1-targeted drugs.
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Affiliation(s)
- Mengying Liu
- Department of Pulmonary and Critical Care Medicine, Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, Precision Medicine Key Laboratory of Sichuan Province & Precision Medicine Research Center, Neuro-system and Multimorbidity Laboratory, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; Frontiers Medical Center, Tianfu Jincheng Laboratory, Chengdu, 610212, Sichuan, China
| | - Jifa Zhang
- Department of Pulmonary and Critical Care Medicine, Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, Precision Medicine Key Laboratory of Sichuan Province & Precision Medicine Research Center, Neuro-system and Multimorbidity Laboratory, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; Frontiers Medical Center, Tianfu Jincheng Laboratory, Chengdu, 610212, Sichuan, China
| | - Xiaoxue Li
- Department of Dermatology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Yuxi Wang
- Department of Pulmonary and Critical Care Medicine, Targeted Tracer Research and Development Laboratory, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, Precision Medicine Key Laboratory of Sichuan Province & Precision Medicine Research Center, Neuro-system and Multimorbidity Laboratory, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; Frontiers Medical Center, Tianfu Jincheng Laboratory, Chengdu, 610212, Sichuan, China.
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9
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Prakash TC, Enkemann S. Current Progress on the Influence Human Genetics Has on the Efficacy of Tyrosine Kinase Inhibitors Used to Treat Chronic Myeloid Leukemia. Cureus 2024; 16:e56545. [PMID: 38646295 PMCID: PMC11027790 DOI: 10.7759/cureus.56545] [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: 01/25/2024] [Accepted: 03/19/2024] [Indexed: 04/23/2024] Open
Abstract
The use of tyrosine kinase inhibitors (TKIs) has become the mainstay of treatment in patients suffering from chronic myeloid leukemia (CML), an adult leukemia caused by a reciprocal translocation between chromosomes 9 and 22, which creates an oncogene resulting in a myeloproliferative neoplasm. These drugs function by inhibiting the ATP-binding site on the fusion oncoprotein and subsequently halting proliferative activity. The goal of this work is to investigate the current state of research into genetic factors that influence the efficacy of four FDA-approved TKIs used to treat CML. This overview attempts to identify genetic criteria that could be considered when choosing one drug over the others and to identify where more research is needed. Our results suggest that the usual liver enzymes impacting patient response may not be a major factor affecting the efficacy of imatinib, nilotinib, and bosutinib, and yet, that is where most of the past research has focused. More research is warranted on the impact that human polymorphisms of the CYP enzymes have on dasatinib. The impact of polymorphisms in UGT1A1 should be investigated thoroughly in other TKIs, not only nilotinib. The role of influx and efflux transporters has been inconsistent thus far, possibly due to failures to account for the multiple proteins that can transport TKIs and the impact that tumors have on transporter expression. Because physicians cannot currently use a patient's genetic profile to better target their treatment with TKIs, it is critical that more research be conducted on auxiliary pathways or off-target binding effects to generate new leads for further study. Hopefully, new avenues of research will help explain treatment failures and improve patient outcomes.
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Affiliation(s)
- Tara C Prakash
- Department of Cell Biology and Physiology, Edward Via College of Osteopathic Medicine, Spartanburg, USA
| | - Steven Enkemann
- Department of Cell Biology and Physiology, Edward Via College of Osteopathic Medicine, Spartanburg, USA
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10
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Aranda S, Muntané G, Vilella E. Coexpression network analysis of the adult brain sheds light on the pathogenic mechanism of DDR1 in schizophrenia and bipolar disorder. Transl Psychiatry 2024; 14:112. [PMID: 38395959 PMCID: PMC10891045 DOI: 10.1038/s41398-024-02823-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/08/2024] [Accepted: 02/13/2024] [Indexed: 02/25/2024] Open
Abstract
DDR1 has been linked to schizophrenia (SCZ) and bipolar disorder (BD) in association studies. DDR1 encodes 58 distinct transcripts, which can be translated into five isoforms (DDR1a-e) and are expressed in the brain. However, the transcripts expressed in each brain cell type, their functions and their involvement in SCZ and BD remain unknown. Here, to infer the processes in which DDR1 transcripts are involved, we used transcriptomic data from the human brain dorsolateral prefrontal cortex of healthy controls (N = 936) and performed weighted gene coexpression network analysis followed by enrichment analyses. Then, to explore the involvement of DDR1 transcripts in SCZ (N = 563) and BD (N = 222), we studied the association of coexpression modules with disease and performed differential expression and transcript significance analyses. Some DDR1 transcripts were distributed across five coexpression modules identified in healthy controls (MHC). MHC1 and MHC2 were enriched in the cell cycle and proliferation of astrocytes and OPCs; MHC3 and MHC4 were enriched in oligodendrocyte differentiation and myelination; and MHC5 was enriched in neurons and synaptic transmission. Most of the DDR1 transcripts associated with SCZ and BD pertained to MHC1 and MHC2. Altogether, our results suggest that DDR1 expression might be altered in SCZ and BD via the proliferation of astrocytes and OPCs, suggesting that these processes are relevant in psychiatric disorders.
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Affiliation(s)
- Selena Aranda
- Institut d'Investigació Sanitària Pere Virgili-CERCA, Reus, Spain
- Hospital Universitari Institut Pere Mata, Reus, Spain
- Universitat Rovira i Virgili, Reus, Spain
- Centro de Investigación Biomédica en Red en Salud Mental (CIBERSAM)-Instituto de Salud Carlos III, Madrid, Spain
| | - Gerard Muntané
- Institut d'Investigació Sanitària Pere Virgili-CERCA, Reus, Spain
- Hospital Universitari Institut Pere Mata, Reus, Spain
- Universitat Rovira i Virgili, Reus, Spain
- Centro de Investigación Biomédica en Red en Salud Mental (CIBERSAM)-Instituto de Salud Carlos III, Madrid, Spain
- Institut de Biologia Evolutiva (UPF-CSIC), Departament de Medicina i Ciències de la Vida (MELIS), Universitat Pompeu Fabra, Barcelona, Spain
| | - Elisabet Vilella
- Institut d'Investigació Sanitària Pere Virgili-CERCA, Reus, Spain.
- Hospital Universitari Institut Pere Mata, Reus, Spain.
- Universitat Rovira i Virgili, Reus, Spain.
- Centro de Investigación Biomédica en Red en Salud Mental (CIBERSAM)-Instituto de Salud Carlos III, Madrid, Spain.
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11
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Cheng F, Wang F, Tang J, Zhou Y, Fu Z, Zhang P, Haines JL, Leverenz JB, Gan L, Hu J, Rosen-Zvi M, Pieper AA, Cummings J. Artificial intelligence and open science in discovery of disease-modifying medicines for Alzheimer's disease. Cell Rep Med 2024; 5:101379. [PMID: 38382465 PMCID: PMC10897520 DOI: 10.1016/j.xcrm.2023.101379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 08/15/2023] [Accepted: 12/19/2023] [Indexed: 02/23/2024]
Abstract
The high failure rate of clinical trials in Alzheimer's disease (AD) and AD-related dementia (ADRD) is due to a lack of understanding of the pathophysiology of disease, and this deficit may be addressed by applying artificial intelligence (AI) to "big data" to rapidly and effectively expand therapeutic development efforts. Recent accelerations in computing power and availability of big data, including electronic health records and multi-omics profiles, have converged to provide opportunities for scientific discovery and treatment development. Here, we review the potential utility of applying AI approaches to big data for discovery of disease-modifying medicines for AD/ADRD. We illustrate how AI tools can be applied to the AD/ADRD drug development pipeline through collaborative efforts among neurologists, gerontologists, geneticists, pharmacologists, medicinal chemists, and computational scientists. AI and open data science expedite drug discovery and development of disease-modifying therapeutics for AD/ADRD and other neurodegenerative diseases.
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Affiliation(s)
- Feixiong Cheng
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; Cleveland Clinic Genome Center, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH 44195, USA.
| | - Fei Wang
- Department of Population Health Sciences, Weill Cornell Medical College, Cornell University, New York, NY 10065, USA
| | - Jian Tang
- Mila-Quebec Institute for Learning Algorithms and CIFAR AI Research Chair, HEC Montreal, Montréal, QC H3T 2A7, Canada
| | - Yadi Zhou
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Zhimin Fu
- Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA; College of Pharmacy, Northeast Ohio Medical University, Rootstown, OH 44272, USA
| | - Pengyue Zhang
- Department of Biostatistics and Health Data Science, Indiana University, Indianapolis, IN 46037, USA
| | - Jonathan L Haines
- Cleveland Institute for Computational Biology, and Department of Population & Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH 44106, USA
| | - James B Leverenz
- Lou Ruvo Center for Brain Health, Neurological Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Li Gan
- Helen and Robert Appel Alzheimer's Disease Research Institute, Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021, USA
| | - Jianying Hu
- IBM Research, Yorktown Heights, New York, NY 10598, USA
| | - Michal Rosen-Zvi
- AI for Accelerated Healthcare and Life Sciences Discovery, IBM Research Labs, Haifa 3498825, Israel; Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9190500, Israel
| | - Andrew A Pieper
- Brain Health Medicines Center, Harrington Discovery Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, 44106, USA; Department of Psychiatry, Case Western Reserve University, Cleveland, OH 44106, USA; Geriatric Psychiatry, GRECC, Louis Stokes Cleveland VA Medical Center, Cleveland, OH 44106, USA; Institute for Transformative Molecular Medicine, School of Medicine, Case Western Reserve University, Cleveland OH 44106, USA; Department of Pathology, Case Western Reserve University, School of Medicine, Cleveland, OH, 44106, USA; Department of Neurosciences, Case Western Reserve University, School of Medicine, Cleveland, OH 44106, USA
| | - Jeffrey Cummings
- Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Sciences, UNLV, Las Vegas, NV 89154, USA
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12
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Min Y, Wang X, İş Ö, Patel TA, Gao J, Reddy JS, Quicksall ZS, Nguyen T, Lin S, Tutor-New FQ, Chalk JL, Mitchell AO, Crook JE, Nelson PT, Van Eldik LJ, Golde TE, Carrasquillo MM, Dickson DW, Zhang K, Allen M, Ertekin-Taner N. Cross species systems biology discovers glial DDR2, STOM, and KANK2 as therapeutic targets in progressive supranuclear palsy. Nat Commun 2023; 14:6801. [PMID: 37919278 PMCID: PMC10622416 DOI: 10.1038/s41467-023-42626-3] [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: 12/07/2022] [Accepted: 10/17/2023] [Indexed: 11/04/2023] Open
Abstract
Progressive supranuclear palsy (PSP) is a neurodegenerative parkinsonian disorder characterized by cell-type-specific tau lesions in neurons and glia. Prior work uncovered transcriptome changes in human PSP brains, although their cell-specificity is unknown. Further, systematic data integration and experimental validation platforms to prioritize brain transcriptional perturbations as therapeutic targets in PSP are currently lacking. In this study, we combine bulk tissue (n = 408) and single nucleus RNAseq (n = 34) data from PSP and control brains with transcriptome data from a mouse tauopathy and experimental validations in Drosophila tau models for systematic discovery of high-confidence expression changes in PSP with therapeutic potential. We discover, replicate, and annotate thousands of differentially expressed genes in PSP, many of which reside in glia-enriched co-expression modules and cells. We prioritize DDR2, STOM, and KANK2 as promising therapeutic targets in PSP with striking cross-species validations. We share our findings and data via our interactive application tool PSP RNAseq Atlas ( https://rtools.mayo.edu/PSP_RNAseq_Atlas/ ). Our findings reveal robust glial transcriptome changes in PSP, provide a cross-species systems biology approach, and a tool for therapeutic target discoveries in PSP with potential application in other neurodegenerative diseases.
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Affiliation(s)
- Yuhao Min
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN, USA
- Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Xue Wang
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Özkan İş
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Tulsi A Patel
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Junli Gao
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Joseph S Reddy
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Zachary S Quicksall
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Thuy Nguyen
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Shu Lin
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | | | - Jessica L Chalk
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | | | - Julia E Crook
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN, USA
| | - Peter T Nelson
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY, USA
- Department of Pathology & Laboratory Medicine, University of Kentucky, Lexington, KY, USA
| | - Linda J Van Eldik
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY, USA
- Department of Neuroscience, University of Kentucky, Lexington, KY, USA
| | - Todd E Golde
- Department of Pharmacology and Chemical Biology, Department of Neurology, Emory Center for Neurodegenerative Disease, Emory University, Atlanta, GA, USA
| | | | | | - Ke Zhang
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Mariet Allen
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Nilüfer Ertekin-Taner
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, USA.
- Department of Neurology, Mayo Clinic, Jacksonville, FL, USA.
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13
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Ocañas SR, Pham KD, Cox JEJ, Keck AW, Ko S, Ampadu FA, Porter HL, Ansere VA, Kulpa A, Kellogg CM, Machalinski AH, Thomas MA, Wright Z, Chucair-Elliott AJ, Freeman WM. Microglial senescence contributes to female-biased neuroinflammation in the aging mouse hippocampus: implications for Alzheimer's disease. J Neuroinflammation 2023; 20:188. [PMID: 37587511 PMCID: PMC10433617 DOI: 10.1186/s12974-023-02870-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/03/2023] [Indexed: 08/18/2023] Open
Abstract
BACKGROUND Microglia, the brain's principal immune cells, have been implicated in the pathogenesis of Alzheimer's disease (AD), a condition shown to affect more females than males. Although sex differences in microglial function and transcriptomic programming have been described across development and in disease models of AD, no studies have comprehensively identified the sex divergences that emerge in the aging mouse hippocampus. Further, existing models of AD generally develop pathology (amyloid plaques and tau tangles) early in life and fail to recapitulate the aged brain environment associated with late-onset AD. Here, we examined and compared transcriptomic and translatomic sex effects in young and old murine hippocampal microglia. METHODS Hippocampal tissue from C57BL6/N and microglial NuTRAP mice of both sexes were collected at young (5-6 month-old [mo]) and old (22-25 mo) ages. Cell sorting and affinity purification techniques were used to isolate the microglial transcriptome and translatome for RNA-sequencing and differential expression analyses. Flow cytometry, qPCR, and imaging approaches were used to confirm the transcriptomic and translatomic findings. RESULTS There were marginal sex differences identified in the young hippocampal microglia, with most differentially expressed genes (DEGs) restricted to the sex chromosomes. Both sex chromosomally and autosomally encoded sex differences emerged with aging. These sex DEGs identified at old age were primarily female-biased and enriched in senescent and disease-associated microglial signatures. Normalized gene expression values can be accessed through a searchable web interface ( https://neuroepigenomics.omrf.org/ ). Pathway analyses identified upstream regulators induced to a greater extent in females than in males, including inflammatory mediators IFNG, TNF, and IL1B, as well as AD-risk genes TREM2 and APP. CONCLUSIONS These data suggest that female microglia adopt disease-associated and senescent phenotypes in the aging mouse hippocampus, even in the absence of disease pathology, to a greater extent than males. This sexually divergent microglial phenotype may explain the difference in susceptibility and disease progression in the case of AD pathology. Future studies will need to explore sex differences in microglial heterogeneity in response to AD pathology and determine how sex-specific regulators (i.e., sex chromosomal or hormonal) elicit these sex effects.
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Affiliation(s)
- Sarah R Ocañas
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
- Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Kevin D Pham
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
| | - Jillian E J Cox
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
- Graduate Program in Biomedical Sciences, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Alex W Keck
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
| | - Sunghwan Ko
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
- Graduate Program in Biomedical Sciences, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Felix A Ampadu
- Graduate Program in Biomedical Sciences, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Hunter L Porter
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
| | - Victor A Ansere
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
- Department of Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Adam Kulpa
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
| | - Collyn M Kellogg
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
- Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Adeline H Machalinski
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
| | - Manu A Thomas
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
| | - Zsabre Wright
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
| | - Ana J Chucair-Elliott
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA
| | - Willard M Freeman
- Genes and Human Disease Program, Oklahoma Medical Research Foundation, 825 NE 13th Street, Oklahoma City, OK, 73104, USA.
- Department of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
- Oklahoma City Veterans Affairs Medical Center, Oklahoma City, OK, USA.
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14
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Lin L, Basu R, Chatterjee D, Templin AT, Flak JN, Johnson TS. Disease-associated astrocytes and microglia markers are upregulated in mice fed high fat diet. Sci Rep 2023; 13:12919. [PMID: 37558676 PMCID: PMC10412627 DOI: 10.1038/s41598-023-39890-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 08/01/2023] [Indexed: 08/11/2023] Open
Abstract
High-fat diet (HFD) is associated with Alzheimer's disease (AD) and type 2 diabetes risk, which share features such as insulin resistance and amylin deposition. We examined gene expression associated with astrocytes and microglia since dysfunction of these cell types is implicated in AD pathogenesis. We hypothesize gene expression changes in disease-associated astrocytes (DAA), disease-associated microglia and human Alzheimer's microglia exist in diabetic and obese individuals before AD development. By analyzing bulk RNA-sequencing (RNA-seq) data generated from brains of mice fed HFD and humans with AD, 11 overlapping AD-associated differentially expressed genes were identified, including Kcnj2, C4b and Ddr1, which are upregulated in response to both HFD and AD. Analysis of single cell RNA-seq (scRNA-seq) data indicated C4b is astrocyte specific. Spatial transcriptomics (ST) revealed C4b colocalizes with Gfad, a known astrocyte marker, and the colocalization of C4b expressing cells with Gad2 expressing cells, i.e., GABAergic neurons, in mouse brain. There also exists a positive correlation between C4b and Gad2 expression in ST indicating a potential interaction between DAA and GABAergic neurons. These findings provide novel links between the pathogenesis of obesity, diabetes and AD and identify C4b as a potential early marker for AD in obese or diabetic individuals.
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Affiliation(s)
- Li Lin
- Indiana Biosciences Research Institute, Indianapolis, IN, USA
| | - Rashmita Basu
- Indiana Biosciences Research Institute, Indianapolis, IN, USA
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Debolina Chatterjee
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Andrew T Templin
- Indiana Biosciences Research Institute, Indianapolis, IN, USA
- Division of Endocrinology, Department of Medicine, Richard L. Roudebush VA Medical Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jonathan N Flak
- Indiana Biosciences Research Institute, Indianapolis, IN, USA
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Travis S Johnson
- Indiana Biosciences Research Institute, Indianapolis, IN, USA.
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN, USA.
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15
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Park JYC, King A, Björk V, English BW, Fedintsev A, Ewald CY. Strategic outline of interventions targeting extracellular matrix for promoting healthy longevity. Am J Physiol Cell Physiol 2023; 325:C90-C128. [PMID: 37154490 DOI: 10.1152/ajpcell.00060.2023] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 04/28/2023] [Accepted: 04/28/2023] [Indexed: 05/10/2023]
Abstract
The extracellular matrix (ECM), composed of interlinked proteins outside of cells, is an important component of the human body that helps maintain tissue architecture and cellular homeostasis. As people age, the ECM undergoes changes that can lead to age-related morbidity and mortality. Despite its importance, ECM aging remains understudied in the field of geroscience. In this review, we discuss the core concepts of ECM integrity, outline the age-related challenges and subsequent pathologies and diseases, summarize diagnostic methods detecting a faulty ECM, and provide strategies targeting ECM homeostasis. To conceptualize this, we built a technology research tree to hierarchically visualize possible research sequences for studying ECM aging. This strategic framework will hopefully facilitate the development of future research on interventions to restore ECM integrity, which could potentially lead to the development of new drugs or therapeutic interventions promoting health during aging.
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Affiliation(s)
- Ji Young Cecilia Park
- Laboratory of Extracellular Matrix Regeneration, Institute of Translational Medicine, Department of Health Sciences and Technology, ETH Zürich, Schwerzenbach, Switzerland
| | - Aaron King
- Foresight Institute, San Francisco, California, United States
| | | | - Bradley W English
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | | | - Collin Y Ewald
- Laboratory of Extracellular Matrix Regeneration, Institute of Translational Medicine, Department of Health Sciences and Technology, ETH Zürich, Schwerzenbach, Switzerland
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16
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Statzer C, Park JYC, Ewald CY. Extracellular Matrix Dynamics as an Emerging yet Understudied Hallmark of Aging and Longevity. Aging Dis 2023; 14:670-693. [PMID: 37191434 DOI: 10.14336/ad.2022.1116] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 11/16/2022] [Indexed: 05/17/2023] Open
Abstract
The biomechanical properties of extracellular matrices (ECM) and their consequences for cellular homeostasis have recently emerged as a driver of aging. Here we review the age-dependent deterioration of ECM in the context of our current understanding of the aging processes. We discuss the reciprocal interactions of longevity interventions with ECM remodeling. And the relevance of ECM dynamics captured by the matrisome and the matreotypes associated with health, disease, and longevity. Furthermore, we highlight that many established longevity compounds promote ECM homeostasis. A large body of evidence for the ECM to qualify as a hallmark of aging is emerging, and the data in invertebrates is promising. However, direct experimental proof that activating ECM homeostasis is sufficient to slow aging in mammals is lacking. We conclude that further research is required and anticipate that a conceptual framework for ECM biomechanics and homeostasis will provide new strategies to promote health during aging.
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Affiliation(s)
- Cyril Statzer
- Laboratory of Extracellular Matrix Regeneration, Institute of Translational Medicine, Department of Health Sciences and Technology, ETH Zürich, Schwerzenbach CH-8603, Switzerland
| | - Ji Young Cecilia Park
- Laboratory of Extracellular Matrix Regeneration, Institute of Translational Medicine, Department of Health Sciences and Technology, ETH Zürich, Schwerzenbach CH-8603, Switzerland
| | - Collin Y Ewald
- Laboratory of Extracellular Matrix Regeneration, Institute of Translational Medicine, Department of Health Sciences and Technology, ETH Zürich, Schwerzenbach CH-8603, Switzerland
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17
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Stevenson M, Varghese R, Hebron ML, Liu X, Ratliff N, Smith A, Turner RS, Moussa C. Inhibition of discoidin domain receptor (DDR)-1 with nilotinib alters CSF miRNAs and is associated with reduced inflammation and vascular fibrosis in Alzheimer's disease. J Neuroinflammation 2023; 20:116. [PMID: 37194065 PMCID: PMC10186647 DOI: 10.1186/s12974-023-02802-0] [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: 03/17/2023] [Accepted: 05/10/2023] [Indexed: 05/18/2023] Open
Abstract
Discoidin Domain Receptor (DDR)-1 is activated by collagen. Nilotinib is a tyrosine kinase inhibitor that is FDA-approved for leukemia and potently inhibits DDR-1. Individuals diagnosed with mild-moderate Alzheimer's disease (AD) treated with nilotinib (versus placebo) for 12 months showed reduction of amyloid plaque and cerebrospinal fluid (CSF) amyloid, and attenuation of hippocampal volume loss. However, the mechanisms are unclear. Here, we explored unbiased next generation whole genome miRNA sequencing from AD patients CSF and miRNAs were matched with their corresponding mRNAs using gene ontology. Changes in CSF miRNAs were confirmed via measurement of CSF DDR1 activity and plasma levels of AD biomarkers. Approximately 1050 miRNAs are detected in the CSF but only 17 miRNAs are specifically altered between baseline and 12-month treatment with nilotinib versus placebo. Treatment with nilotinib significantly reduces collagen and DDR1 gene expression (upregulated in AD brain), in association with inhibition of CSF DDR1. Pro-inflammatory cytokines, including interleukins and chemokines are reduced along with caspase-3 gene expression. Specific genes that indicate vascular fibrosis, e.g., collagen, Transforming Growth Factors (TGFs) and Tissue Inhibitors of Metalloproteases (TIMPs) are altered by DDR1 inhibition with nilotinib. Specific changes in vesicular transport, including the neurotransmitters dopamine and acetylcholine, and autophagy genes, including ATGs, indicate facilitation of autophagic flux and cellular trafficking. Inhibition of DDR1 with nilotinib may be a safe and effective adjunct treatment strategy involving an oral drug that enters the CNS and adequately engages its target. DDR1 inhibition with nilotinib exhibits multi-modal effects not only on amyloid and tau clearance but also on anti-inflammatory markers that may reduce cerebrovascular fibrosis.
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Affiliation(s)
- Max Stevenson
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Building D, Room 265, 4000 Reservoir Rd, NW, Washington, DC, 20057, USA
| | - Rency Varghese
- Genomics and Epigenomics Shared Resource, Department of Oncology, Georgetown University Medical Center, Building D, 4000 Reservoir Rd, NW, Washington, DC, 20057, USA
| | - Michaeline L Hebron
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Building D, Room 265, 4000 Reservoir Rd, NW, Washington, DC, 20057, USA
| | - Xiaoguang Liu
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Building D, Room 265, 4000 Reservoir Rd, NW, Washington, DC, 20057, USA
| | - Nick Ratliff
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Building D, Room 265, 4000 Reservoir Rd, NW, Washington, DC, 20057, USA
| | - Amelia Smith
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Building D, Room 265, 4000 Reservoir Rd, NW, Washington, DC, 20057, USA
| | - R Scott Turner
- Memory Disorders Program, Department of Neurology, Georgetown University Medical Center, 4000 Reservoir Rd, NW, Washington, DC, 20057, USA
| | - Charbel Moussa
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Building D, Room 265, 4000 Reservoir Rd, NW, Washington, DC, 20057, USA.
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18
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Yang L, Zhang Y, Tang Y, Wang Y, Jiang P, Liu F, Feng N. A pan-cancer analysis of DDR1 in prognostic signature and tumor immunity, drug resistance. Sci Rep 2023; 13:5779. [PMID: 37031216 PMCID: PMC10082773 DOI: 10.1038/s41598-023-27975-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 01/11/2023] [Indexed: 04/10/2023] Open
Abstract
Disk-like domain receptor 1 (DDR1) is a crucial regulator of pro-inflammatory mediators and matrix-degrading enzymes. Although mounting evidence supports a vital role for DDR1 in the tumorigenesis of some cancers, no pan-cancer analysis of DDR1 has been reported. Therefore, we aimed to explore the prognostic value of DDR1 in 33 cancer types and investigate its potential immune function. We used a range of bioinformatics approaches to explore the potential carcinogenic role of DDR1 in multiple cancers. We found that DDR1 was expressed at high levels in most cancers. DDR1 expression was positively or negatively associated with prognosis in different cancers. DDR1 expression was significantly associated with DNA methylation in 8 cancers, while there was a correlation between DDR1 expression and RNA methylation-related genes and mismatch repair gene in most cancers. Furthermore, DDR1 expression was significantly associated with microsatellite instability in 6 cancers and tumor mutation burden in 11 cancers. In addition, DDR1 expression was also significantly correlated with immune cell infiltration, tumor microenvironment, immune-related genes, and drug resistance in various cancers. In conclusion, DDR1 can serve as a potential therapeutic target and prognostic marker for various malignancies due to its vital role in tumorigenesis and tumor immunity.
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Affiliation(s)
- Longfei Yang
- Medical School of Nantong University, 19 Qixiu Road, Nantong, 226001, Jiangsu, China
- Department of Urology, Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, 68 Zhongshan Road, Wuxi, 214002, Jiangsu, China
| | - Yuwei Zhang
- Medical School of Nantong University, 19 Qixiu Road, Nantong, 226001, Jiangsu, China
- Department of Urology, Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, 68 Zhongshan Road, Wuxi, 214002, Jiangsu, China
| | - Yifan Tang
- Department of Urology, Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, 68 Zhongshan Road, Wuxi, 214002, Jiangsu, China
| | - Yang Wang
- Department of Urology, Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, 68 Zhongshan Road, Wuxi, 214002, Jiangsu, China
| | - Peng Jiang
- Department of Urology, Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, 68 Zhongshan Road, Wuxi, 214002, Jiangsu, China
| | - Fengping Liu
- Wuxi School of Medicine, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214028, Jiangsu, China.
| | - Ninghan Feng
- Medical School of Nantong University, 19 Qixiu Road, Nantong, 226001, Jiangsu, China.
- Department of Urology, Affiliated Wuxi No. 2 Hospital of Nanjing Medical University, 68 Zhongshan Road, Wuxi, 214002, Jiangsu, China.
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19
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Mansour HM, El-Khatib AS. Repositioning of receptor tyrosine kinase inhibitors. RECEPTOR TYROSINE KINASES IN NEURODEGENERATIVE AND PSYCHIATRIC DISORDERS 2023:353-401. [DOI: 10.1016/b978-0-443-18677-6.00010-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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20
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Alteration of Autophagy and Glial Activity in Nilotinib-Treated Huntington's Disease Patients. Metabolites 2022; 12:metabo12121225. [PMID: 36557263 PMCID: PMC9781133 DOI: 10.3390/metabo12121225] [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: 11/07/2022] [Revised: 12/03/2022] [Accepted: 12/05/2022] [Indexed: 12/12/2022] Open
Abstract
Nilotinib is a tyrosine kinase inhibitor that is safe and tolerated in neurodegeneration, it achieves CSF concentration that is adequate to inhibit discoidin domain receptor (DDR)-1. Nilotinib significantly affects dopamine metabolites, including Homovanillic acid (HVA), resulting in an increase in brain dopamine. HD is a hereditary disease caused by mutations in the Huntingtin's (HTT) gene and characterized by neurodegeneration and motor and behavioral symptoms that are associated with activation of dopamine receptors. We explored the effects of a low dose of nilotinib (150 mg) on behavioral changes and motor symptoms in manifest HD patients and examined the effects of nilotinib on several brain mechanisms, including dopamine transmission and gene expression via cerebrospinal fluid (CSF) miRNA sequencing. Nilotinib, 150 mg, did not result in any behavioral changes, although it significantly attenuated HVA levels, suggesting reduction of dopamine catabolism. There was no significant change in HTT, phosphorylated neuro-filament and inflammatory markers in the CSF and plasma via immunoassays. Whole miRNA genome sequencing of the CSF revealed significant longitudinal changes in miRNAs that control specific genes associated with autophagy, inflammation, microglial activity and basal ganglia neurotransmitters, including dopamine and serotonin.
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21
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Li X, Chen H, Zhang D. Discoidin domain receptor 1 may be involved in biological barrier homeostasis. J Clin Pharm Ther 2022; 47:2397-2407. [PMID: 35665520 DOI: 10.1111/jcpt.13705] [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: 12/04/2021] [Revised: 04/08/2022] [Accepted: 04/25/2022] [Indexed: 12/24/2022]
Abstract
WHAT IS KNOWN AND OBJECTIVE Discoidin domain receptor 1 (DDR1) is a receptor tyrosine kinase involved in the pathological processes of several diseases, such as keloid formation, renal fibrosis, atherosclerosis, tumours, and inflammatory processes. The biological barrier is the first line of defence against pathogens, and its disruption is closely related to diseases. In this review, we attempt to elucidate the relationship between DDR1 and the biological barrier, explore the potential biological value of DDR1, and review the current research status and clinical potential of DDR1-selective inhibitors. METHODS We conducted an extensive literature search on PubMed to collect studies on the relevance of DDR1 to biological barriers and DDR1-selective inhibitors. With these studies, we explored the relationship between DDR1 and biological barriers and briefly reviewed representative DDR1-selective inhibitors that have been reported in recent years. RESULTS AND DISCUSSION First, the review of the potential mechanisms by which DDR1 regulates biological barriers, including the epithelial, vascular, glomerular filtration, blood-labyrinth, and blood-brain barriers. In the body, DDR1 dysfunction and aberrant expression may be involved in the homeostasis of the biological barrier. Secondly, the review of DDR1 inhibitors reported in recent years shows that DDR1-targeted inhibition is an attractive and promising pharmacological intervention. WHAT IS NEW AND CONCLUSIONS This review shows that DDR1 is involved in various physiological and pathological processes and in the regulation of biological barrier homeostasis. However, studies on DDR1 and biological barriers are still scarce, and further studies are needed to elucidate their specific mechanisms. The development of targeted inhibitors provides a new direction and idea to study the mechanism of DDR1.
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Affiliation(s)
- Xiaoli Li
- Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
| | - Huiling Chen
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Dekui Zhang
- Department of Gastroenterology, Key Laboratory of Digestive Diseases, LanZhou University Second Hospital, LanZhou University, Lanzhou, China
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22
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Prasad Shenoy G, Pal R, Gurubasavaraja Swamy P, Singh E, Manjunathaiah Raghavendra N, Sanjay Dhiwar P. Discoidin Domain Receptor Inhibitors as Anticancer Agents: A Systematic Review on Recent Development of DDRs Inhibitors, their Resistance and Structure Activity Relationship. Bioorg Chem 2022; 130:106215. [DOI: 10.1016/j.bioorg.2022.106215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 10/12/2022] [Accepted: 10/15/2022] [Indexed: 11/02/2022]
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Li X, Li Q, Xiong B, Chen H, Wang X, Zhang D. Discoidin domain receptor 1(DDR1) promote intestinal barrier disruption in Ulcerative Colitis through tight junction proteins degradation and epithelium apoptosis. Pharmacol Res 2022; 183:106368. [PMID: 35905891 DOI: 10.1016/j.phrs.2022.106368] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 07/12/2022] [Accepted: 07/22/2022] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIMS Discoidin domain receptor 1 (DDR1) encodes a receptor tyrosine kinase involved in multiple physiological and pathological processes. DDR1 is expressed in the intestinal epithelium, but its role in Ulcerative Colitis (UC) is poorly understand. This study aimed to identify the function of DDR1 in maintaining the homeostasis of UC. METHODS The DDR1 expression level in non-inflamed and inflamed colon samples from IBD patients were assessed. DDR1 knock-out (DDR1-/-) and wild-type (WT) mice were administered dextran sulfate sodium (DSS) to induce colitis and assessed based on colitis symptoms. In addition, intestinal epithelial barrier injury was induced by TNF-α and IFN-γ incubation to cell monolayers transfected with PCDH-DDR1 or pLKO.1-sh-DDR1-1 plasmids. The effect of DDR1 in regulating barrier integrity, tight junctions (TJ) protein status, and cell apoptosis was investigated in vivo and in vitro. Furthermore, the activation of the NF-κB p65-MLCK-p-MLC2 pathway was also investigated. RESULTS Decreased DDR1 expression levels were observed at the inflamed sites compared with the non-inflamed. DDR1-/- mice had alleviated intestinal mucosal barrier injuries, upregulated TJ proteins, decreased epithelium apoptosis from DSS-induced colitis, and reduced proinflammatory cytokines production in the colon. These findings were further confirmed in vitro. DDR1 over-expression aggravated the TNF-α/IFN-γ-induced TJ disruption, while DDR1 shRNA prevented TJ damage even in the presence of JSH-23. DDR1 dependently destroyed the intestinal barrier via the NF-κB p65-MLCK-p-MLC2 pathway. CONCLUSION Our findings revealed that DDR1 regulated the intestinal barrier in colitis by modulating TJ proteins expression and epithelium apoptosis, making it a potential target of UC.
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Affiliation(s)
- Xiaoli Li
- Department of Gastroenterology, The Second Clinical Medical College of Lanzhou University, LanZhou University Second Hospital, Lanzhou, China
| | - Qianqian Li
- Department of Gastroenterology, The Second Clinical Medical College of Lanzhou University, LanZhou University Second Hospital, Lanzhou, China
| | - Bin Xiong
- Department of Gastroenterology, The Second Clinical Medical College of Lanzhou University, LanZhou University Second Hospital, Lanzhou, China
| | - Huiling Chen
- Department of Gastroenterology, The Second Clinical Medical College of Lanzhou University, LanZhou University Second Hospital, Lanzhou, China
| | - Xiaochun Wang
- Department of Gastroenterology, The Second Clinical Medical College of Lanzhou University, LanZhou University Second Hospital, Lanzhou, China
| | - Dekui Zhang
- Department of Gastroenterology, The Second Clinical Medical College of Lanzhou University, LanZhou University Second Hospital, Lanzhou, China; Key Laboratory of Digestive Diseases, LanZhou University Second Hospital, Lanzhou, China.
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24
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Kim J, Lee HJ, Park JH, Cha BY, Hoe HS. Nilotinib modulates LPS-induced cognitive impairment and neuroinflammatory responses by regulating P38/STAT3 signaling. J Neuroinflammation 2022; 19:187. [PMID: 35841100 PMCID: PMC9288088 DOI: 10.1186/s12974-022-02549-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 07/05/2022] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND In chronic myelogenous leukemia, reciprocal translocation between chromosome 9 and chromosome 22 generates a chimeric protein, Bcr-Abl, that leads to hyperactivity of tyrosine kinase-linked signaling transduction. The therapeutic agent nilotinib inhibits Bcr-Abl/DDR1 and can cross the blood-brain barrier, but its potential impact on neuroinflammatory responses and cognitive function has not been studied in detail. METHODS The effects of nilotinib in vitro and in vivo were assessed by a combination of RT-PCR, real-time PCR, western blotting, ELISA, immunostaining, and/or subcellular fractionation. In the in vitro experiments, the effects of 200 ng/mL LPS or PBS on BV2 microglial cells, primary microglia or primary astrocytes pre- or post-treated with 5 µM nilotinib or vehicle were evaluated. The in vivo experiments involved wild-type mice administered a 7-day course of daily injections with 20 mg/kg nilotinib (i.p.) or vehicle before injection with 10 mg/kg LPS (i.p.) or PBS. RESULTS In BV2 microglial cells, pre- and post-treatment with nilotinib altered LPS-induced proinflammatory/anti-inflammatory cytokine mRNA levels by suppressing AKT/P38/SOD2 signaling. Nilotinib treatment also significantly downregulated LPS-stimulated proinflammatory cytokine levels in primary microglia and primary astrocytes by altering P38/STAT3 signaling. Experiments in wild-type mice showed that nilotinib administration affected LPS-mediated microglial/astroglial activation in a brain region-specific manner in vivo. In addition, nilotinib significantly reduced proinflammatory cytokine IL-1β, IL-6 and COX-2 levels and P38/STAT3 signaling in the brain in LPS-treated wild-type mice. Importantly, nilotinib treatment rescued LPS-mediated spatial working memory impairment and cortical dendritic spine number in wild-type mice. CONCLUSIONS Our results indicate that nilotinib can modulate neuroinflammatory responses and cognitive function in LPS-stimulated wild-type mice.
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Affiliation(s)
- Jieun Kim
- Department of Neural Development and Disease, Korea Brain Research Institute (KBRI), 61, Cheomdan-ro, Dong-gu, Daegu, 41062, Korea
| | - Hyun-Ju Lee
- Department of Neural Development and Disease, Korea Brain Research Institute (KBRI), 61, Cheomdan-ro, Dong-gu, Daegu, 41062, Korea
| | - Jin-Hee Park
- Department of Neural Development and Disease, Korea Brain Research Institute (KBRI), 61, Cheomdan-ro, Dong-gu, Daegu, 41062, Korea.,Department of Brain and Cognitive Sciences, Daegu Gyeongbuk Institute of Science & Technology, Daegu, 42988, Korea
| | - Byung-Yoon Cha
- PharmacoRex Co., Ltd., 20 Techno 1-ro, Yuseong-gu, Daejeon, 34016, Korea
| | - Hyang-Sook Hoe
- Department of Neural Development and Disease, Korea Brain Research Institute (KBRI), 61, Cheomdan-ro, Dong-gu, Daegu, 41062, Korea. .,Department of Brain and Cognitive Sciences, Daegu Gyeongbuk Institute of Science & Technology, Daegu, 42988, Korea.
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25
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Fowler AJ, Ahn J, Hebron M, Chiu T, Ayoub R, Mulki S, Ressom H, Torres-Yaghi Y, Wilmarth B, Pagan FL, Moussa C. CSF MicroRNAs Reveal Impairment of Angiogenesis and Autophagy in Parkinson Disease. Neurol Genet 2021; 7:e633. [PMID: 34786477 PMCID: PMC8589263 DOI: 10.1212/nxg.0000000000000633] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 08/27/2021] [Indexed: 12/11/2022]
Abstract
Background and Objectives We assessed longitudinal changes in CSF microRNAs (miRNAs) in patients with moderately severe Parkinson disease. Methods We used next-generation whole-genome miRNA sequencing to determine CSF miRNA expression in 75 patients with Parkinson disease after single random ascending doses of nilotinib and longitudinal miRNA expression after daily nilotinib, 150 and 300 mg, vs placebo for 1 year. Results Significant changes in the expression of miRNAs that control genes and pathways that regulate angiogenesis, autophagy, and the blood-brain-barrier components, primarily collagen, were observed over 1 year, suggesting impairment of these pathways in Parkinson progression in these patients. Different miRNAs that indicate activation of genes associated with autophagy flux and clearance and angiogenesis were significantly altered in the nilotinib, 300 mg vs 150 mg, or placebo group, and these changes correlated with clinical outcomes. No changes were observed in miRNAs after a single dose of nilotinib vs placebo. Discussion This study suggests vascular and autophagy defects in Parkinson progression. Nilotinib, 300 mg, reverses these effects via alteration of miRNA expression, suggesting epigenomic changes that may underlie long-term disease-modifying effects. Trial Registration Information Clinical trial registration number: NCT02954978.
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Affiliation(s)
- Alan J Fowler
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Jaeil Ahn
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Michaeline Hebron
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Timothy Chiu
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Reem Ayoub
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Sanjana Mulki
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Habtom Ressom
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Yasar Torres-Yaghi
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Barbara Wilmarth
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Fernando L Pagan
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
| | - Charbel Moussa
- Translational Neurotherapeutics Program (A.J.F., M.H., T.C., R.A., S.M., B.W., F.L.P., C.M.), Department of Neurology; Interdisciplinary Program in Neuroscience (A.J.F.); Department of Biostatistics, Bioinformatics, and Biomathematics (J.A.); Department of Oncology (H.R.), Lombardi Comprehensive Cancer Center, Georgetown University Medical Center; and Movement Disorders Clinic (Y.T.Y., B.W., F.L.P., C.M.), Department of Neurology, MedStar Georgetown University Hospital, Washington, DC
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Inhibition of discoidin domain receptors by imatinib prevented pancreatic fibrosis demonstrated in experimental chronic pancreatitis model. Sci Rep 2021; 11:12894. [PMID: 34145346 PMCID: PMC8213731 DOI: 10.1038/s41598-021-92461-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 06/10/2021] [Indexed: 12/23/2022] Open
Abstract
Discoidin domain receptors (DDR1 and DDR2) are the collagen receptors of the family tyrosine kinases, which play significant role in the diseases like inflammation, fibrosis and cancer. Chronic pancreatitis (CP) is a fibro-inflammatory disease in which recurrent pancreatic inflammation leads to pancreatic fibrosis. In the present study, we have investigated the role of DDR1 and DDR2 in CP. The induced expression of DDR1 and DDR2 was observed in primary pancreatic stellate cells (PSCs) and cerulein-induced CP. Subsequently, the protective effects of DDR1/DDR2 inhibitor, imatinib (IMT) were investigated. Pharmacological intervention with IMT effectively downregulated DDR1 and DDR2 expression. Further, IMT treatment reduced pancreatic injury, inflammation, extracellular matrix deposition and PSCs activation along with inhibition of TGF-β1/Smad signaling pathway. Taken together, these results suggest that inhibition of DDR1 and DDR2 controls pancreatic inflammation and fibrosis, which could represent an attractive and promising therapeutic strategy for the treatment of CP.
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27
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Elkamhawy A, Lu Q, Nada H, Woo J, Quan G, Lee K. The Journey of DDR1 and DDR2 Kinase Inhibitors as Rising Stars in the Fight Against Cancer. Int J Mol Sci 2021; 22:ijms22126535. [PMID: 34207360 PMCID: PMC8235339 DOI: 10.3390/ijms22126535] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 06/07/2021] [Accepted: 06/13/2021] [Indexed: 12/12/2022] Open
Abstract
Discoidin domain receptor (DDR) is a collagen-activated receptor tyrosine kinase that plays critical roles in regulating essential cellular processes such as morphogenesis, differentiation, proliferation, adhesion, migration, invasion, and matrix remodeling. As a result, DDR dysregulation has been attributed to a variety of human cancer disorders, for instance, non-small-cell lung carcinoma (NSCLC), ovarian cancer, glioblastoma, and breast cancer, in addition to some inflammatory and neurodegenerative disorders. Since the target identification in the early 1990s to date, a lot of efforts have been devoted to the development of DDR inhibitors. From a medicinal chemistry perspective, we attempted to reveal the progress in the development of the most promising DDR1 and DDR2 small molecule inhibitors covering their design approaches, structure-activity relationship (SAR), biological activity, and selectivity.
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Affiliation(s)
- Ahmed Elkamhawy
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea or (A.E.); (Q.L.); (H.N.); (J.W.); (G.Q.)
- Department of Pharmaceutical Organic Chemistry, Faculty of Pharmacy, Mansoura University, Mansoura 35516, Egypt
| | - Qili Lu
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea or (A.E.); (Q.L.); (H.N.); (J.W.); (G.Q.)
| | - Hossam Nada
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea or (A.E.); (Q.L.); (H.N.); (J.W.); (G.Q.)
| | - Jiyu Woo
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea or (A.E.); (Q.L.); (H.N.); (J.W.); (G.Q.)
| | - Guofeng Quan
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea or (A.E.); (Q.L.); (H.N.); (J.W.); (G.Q.)
| | - Kyeong Lee
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea or (A.E.); (Q.L.); (H.N.); (J.W.); (G.Q.)
- Correspondence:
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28
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Quantitative phosphoproteomics uncovers dysregulated kinase networks in Alzheimer’s disease. NATURE AGING 2021; 1:550-565. [PMID: 37117831 DOI: 10.1038/s43587-021-00071-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 04/30/2021] [Indexed: 12/31/2022]
Abstract
Alzheimer's disease (AD) is a form of dementia characterized by amyloid-β plaques and tau neurofibrillary tangles that progressively disrupt neural circuits in the brain. The signaling networks underlying AD pathological changes are poorly characterized at the phosphoproteome level. Using mass spectrometry, we analyzed the proteome and tyrosine, serine and threonine phosphoproteomes of temporal cortex tissue from patients with AD and aged-matched controls. We identified cocorrelated peptide clusters that were linked to varying levels of phospho-tau, oligodendrocyte, astrocyte, microglia and neuron pathologies. We found that neuronal synaptic protein abundances were strongly anti-correlated with markers of microglial reactivity. We also observed that phosphorylation sites on kinases targeting tau and other new signaling factors were correlated with these peptide modules. Finally, we used data-driven statistical modeling to identify individual peptides and peptide clusters that were predictive of AD histopathologies. Together, these results build a map of pathology-associated phosphorylation signaling events occurring in AD.
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29
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Ou M, Fan W, Sun F, Li M, Lin M, Yu Y, Liang S, Liao H, Jie W, Cai Y, Chen F, Chen X, Zhao T, Tang P, Cui L, Zhou H. Nasal Delivery of AntagomiR-741 Protects Against the Radiation-Induced Brain Injury in Mice. Radiat Res 2021; 195:355-365. [PMID: 33544844 DOI: 10.1667/rade-20-00070.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 12/09/2020] [Indexed: 11/03/2022]
Abstract
Radiation-induced brain injury (RBI) is a serious complication in patients who have received radiotherapy for head and neck tumors. Currently, there is a scarcity of information on early diagnostic and preventive methods of RBI. Accumulating evidence suggests that microRNAs are involved in the regulation of radiation injury, but the molecular biological mechanism of miRNAs in RBI is largely unknown. Therefore, in our study, microRNA sequencing was used to discover differential miRNAs in the hippocampus of RBI-modeled mice, which suggested that miR-741-3p was most significantly upregulated. To clarify the underlying mechanism of miR-741-3p in RBI-modeled mice, an inhibitor of miR-741-3p (antagomiR-741) was delivered into the brain via the nasal passage before irradiation. The delivery of antagomiR-741 significantly reduced miR-741-3p levels in the hippocampus of RBI-modeled mice, and the cognitive dysfunction and neuronal apoptosis induced by radiation were also alleviated at 6 weeks postirradiation. Downregulation of miR-741-3p was found to improve the protrusion and branching status of microglia after irradiation and reduced the number of GFAP-positive astrocytes. Additionally, antagomiR-741 suppressed the radiation-induced production of pro-inflammatory cytokines IL-6 and TNF-α in the hippocampus and S100B in the serum. Furthermore, Ddr2, PKCα and St8sia1 were revealed as target genes of miR-741-3p and as potential regulatory targets for RBI. Overall, our study provides identification and functional evaluation of miRNA in RBI and lays the foundation for improving the prevention strategy for RBI based on the delivery of miRNA via the nose-brain pathway.
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Affiliation(s)
- Mingqian Ou
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Neurology, Luoding People's Hospital, Affiliated Hospital of Guangdong Medical University, Luoding, China
| | - Weihao Fan
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Furong Sun
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Minhua Li
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Meijun Lin
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Yangsheng Yu
- Department of Neurology, Puning People's Hospital, Southern Medical University, Jieyang, China
| | - Shiyun Liang
- Department of Otorhinolaryngology, Luoding People's Hospital, Affiliated Hospital of Guangdong Medical University, Luoding, China
| | - Haojie Liao
- Department of Neurology, Southern Medical University, Affiliated Shenzhen Bao An Hospital, Shenzhen, China
| | - Wanxin Jie
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Yujie Cai
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Feng Chen
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xiongjin Chen
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Tian Zhao
- The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Pei Tang
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Lili Cui
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Haihong Zhou
- Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, The Intensive Care Unit, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China.,Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
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30
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Lee DG, Kim M, Son SJ, Hong CH, Shin H. Dementia key gene identification with multi-layered SNP-gene-disease network. Bioinformatics 2020; 36:i831-i839. [PMID: 33381851 DOI: 10.1093/bioinformatics/btaa814] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/08/2020] [Indexed: 11/13/2022] Open
Abstract
MOTIVATION Recently, various approaches for diagnosing and treating dementia have received significant attention, especially in identifying key genes that are crucial for dementia. If the mutations of such key genes could be tracked, it would be possible to predict the time of onset of dementia and significantly aid in developing drugs to treat dementia. However, gene finding involves tremendous cost, time and effort. To alleviate these problems, research on utilizing computational biology to decrease the search space of candidate genes is actively conducted. In this study, we propose a framework in which diseases, genes and single-nucleotide polymorphisms are represented by a layered network, and key genes are predicted by a machine learning algorithm. The algorithm utilizes a network-based semi-supervised learning model that can be applied to layered data structures. RESULTS The proposed method was applied to a dataset extracted from public databases related to diseases and genes with data collected from 186 patients. A portion of key genes obtained using the proposed method was verified in silico through PubMed literature, and the remaining genes were left as possible candidate genes. AVAILABILITY AND IMPLEMENTATION The code for the framework will be available at http://www.alphaminers.net/. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Dong-Gi Lee
- Department of Artificial Intelligence, Department of Industrial Engineering
| | - Myungjun Kim
- Department of Artificial Intelligence, Department of Industrial Engineering
| | - Sang Joon Son
- Department of Psychiatry, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - Chang Hyung Hong
- Department of Psychiatry, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - Hyunjung Shin
- Department of Artificial Intelligence, Department of Industrial Engineering
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31
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Pagan FL, Wilmarth B, Torres-Yaghi Y, Hebron ML, Mulki S, Ferrante D, Matar S, Ahn J, Moussa C. Long-Term Safety and Clinical Effects of Nilotinib in Parkinson's Disease. Mov Disord 2020; 36:740-749. [PMID: 33215762 PMCID: PMC8048914 DOI: 10.1002/mds.28389] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 09/25/2020] [Accepted: 10/26/2020] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Nilotinib is US Food and Drug Administration-approved for leukemia, and this open-label study investigated the safety, tolerability, and potential clinical effects of nilotinib in medically optimized patients with Parkinson's disease. OBJECTIVES Safety and tolerability were the primary objectives, and clinical outcomes were exploratory. METHODS A total of 63 patients completed a 15-month phase 2, double-blind, placebo-controlled study and were rerandomized 1:1 into an open-label study of nilotinib 150 mg versus 300 mg for 12 months. RESULTS Nilotinib was safe and tolerated, and no adverse effects seemed to be related to the drug, and no differences in adverse events were observed between groups. Exploratory clinical outcomes showed that nilotinib 300 mg was remarkably stable from baseline to 27 months using partial and total Unified Parkinson's Disease Scale (UPDRS). Nilotinib 150 mg versus 300 mg, significantly declined using partial or the sum of UPDRS Parts I and II. There was no significant difference in nilotinib 150 mg versus 300 mg using UPDRS Part III (on levodopa) and total UPDRS Parts I to III. Subgroup analysis showed that late-start nilotinib 150 mg significantly worsened using the sum of UPDRS Parts II + III and total UPDRS Parts I to III compared with late-start nilotinib 300 mg. Quality of life using the Parkinson's Disease Questionnaire in nilotinib 150 mg significantly declined between 15 and 27 months compared with nilotinib 300 mg, and there was no change in cognition using the Montreal Cognitive Assessment between groups. CONCLUSIONS This study provides evidence that nilotinib is safe and tolerated in Parkinson's disease. The exploratory clinical data will inform an adequately powered larger study to evaluate the efficacy of nilotinib 300 mg in Parkinson's disease. © 2020 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Fernando L Pagan
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia, USA.,Movement Disorders Clinic, Department of Neurology, MedStar Georgetown University Hospital, Washington, District of Columbia, USA
| | - Barbara Wilmarth
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia, USA.,Movement Disorders Clinic, Department of Neurology, MedStar Georgetown University Hospital, Washington, District of Columbia, USA
| | - Yasar Torres-Yaghi
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia, USA.,Movement Disorders Clinic, Department of Neurology, MedStar Georgetown University Hospital, Washington, District of Columbia, USA
| | - Michaeline L Hebron
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Sanjana Mulki
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Dalila Ferrante
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Sara Matar
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics and Biomathematics, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Charbel Moussa
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of Neurology, Georgetown University Medical Center, Washington, District of Columbia, USA
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Fowler AJ, Hebron M, Balaraman K, Shi W, Missner AA, Greenzaid JD, Chiu TL, Ullman C, Weatherdon E, Duka V, Torres-Yaghi Y, Pagan FL, Liu X, Ressom H, Ahn J, Wolf C, Moussa C. Discoidin Domain Receptor 1 is a therapeutic target for neurodegenerative diseases. Hum Mol Genet 2020; 29:2882-2898. [PMID: 32776088 PMCID: PMC7566445 DOI: 10.1093/hmg/ddaa177] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 07/29/2020] [Accepted: 08/04/2020] [Indexed: 12/13/2022] Open
Abstract
The role of Discoidin Domain Receptors (DDRs) is poorly understood in neurodegeneration. DDRs are upregulated in Alzheimer's and Parkinson's disease (PD), and DDRs knockdown reduces neurotoxic protein levels. Here we show that potent and preferential DDR1 inhibitors reduce neurotoxic protein levels in vitro and in vivo. Partial or complete deletion or inhibition of DDR1 in a mouse model challenged with α-synuclein increases autophagy and reduces inflammation and neurotoxic proteins. Significant changes of cerebrospinal fluid microRNAs that control inflammation, neuronal injury, autophagy and vesicular transport genes are observed in PD with and without dementia and Lewy body dementia, but these changes are attenuated or reversed after treatment with the DDR1 inhibitor, nilotinib. Collectively, these data demonstrate that DDR1 regulates autophagy and reduces neurotoxic proteins and inflammation and is a therapeutic target in neurodegeneration.
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Affiliation(s)
- Alan J Fowler
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
- Interdisciplinary Program in Neuroscience, Georgetown University Medical Center, Washington, DC 20057, USA
- Georgetown Howard Universities Center for Clinical and Translational Sciences, Translational Biomedical Sciences Program, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Michaeline Hebron
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Kaluvu Balaraman
- Department of Chemistry, Georgetown University and Medicinal Chemistry Shared Resource, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Wangke Shi
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Alexander A Missner
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Jonathan D Greenzaid
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Timothy L Chiu
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Clementina Ullman
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Ethan Weatherdon
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Val Duka
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Yasar Torres-Yaghi
- MedStar Georgetown University Hospital, Movement Disorders Clinic, Department of Neurology, Washington, DC 20057, USA
| | - Fernando L Pagan
- MedStar Georgetown University Hospital, Movement Disorders Clinic, Department of Neurology, Washington, DC 20057, USA
| | - Xiaoguang Liu
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Habtom Ressom
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Jaeil Ahn
- Department of Bioinformatics, Biostatistics, and Biomathematics, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Christian Wolf
- Department of Chemistry, Georgetown University and Medicinal Chemistry Shared Resource, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Charbel Moussa
- Department of Neurology, Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Lewy Body Dementia Association, Research Center of Excellence, Georgetown University Medical Center, Washington, DC 20057, USA
- Interdisciplinary Program in Neuroscience, Georgetown University Medical Center, Washington, DC 20057, USA
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Turner RS, Hebron ML, Lawler A, Mundel EE, Yusuf N, Starr JN, Anjum M, Pagan F, Torres‐Yaghi Y, Shi W, Mulki S, Ferrante D, Matar S, Liu X, Esposito G, Berkowitz F, Jiang X, Ahn J, Moussa C. Nilotinib Effects on Safety, Tolerability, and Biomarkers in Alzheimer's Disease. Ann Neurol 2020; 88:183-194. [PMID: 32468646 PMCID: PMC7383852 DOI: 10.1002/ana.25775] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 05/06/2020] [Accepted: 05/06/2020] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Preclinical evidence with nilotinib, a US Food and Drug Administration (FDA)-approved drug for leukemia, indicates improvement in Alzheimer's disease phenotypes. We investigated whether nilotinib is safe, and detectable in cerebrospinal fluid, and alters biomarkers and clinical decline in Alzheimer's disease. METHODS This single-center, phase 2, randomized, double-blind, placebo-controlled study investigated the safety, tolerability, and pharmacokinetics of nilotinib, and measured biomarkers in participants with mild to moderate dementia due to Alzheimer's disease. The diagnosis was supported by cerebrospinal fluid or amyloid positron emission tomography biomarkers. Nilotinib 150 mg versus matching placebo was taken orally once daily for 26 weeks followed by nilotinib 300 mg versus placebo for another 26 weeks. RESULTS Of the 37 individuals enrolled, 27 were women and the mean (SD) age was 70.7 (6.48) years. Nilotinib was well-tolerated, although more adverse events, particularly mood swings, were noted with the 300 mg dose. In the nilotinib group, central nervous system (CNS) amyloid burden was significantly reduced in the frontal lobe compared to the placebo group. Cerebrospinal fluid Aβ40 was reduced at 6 months and Aβ42 was reduced at 12 months in the nilotinib group compared to the placebo. Hippocampal volume loss was attenuated (-27%) at 12 months and phospho-tau-181 was reduced at 6 months and 12 months in the nilotinib group. INTERPRETATION Nilotinib is safe and achieves pharmacologically relevant cerebrospinal fluid concentrations. Biomarkers of disease were altered in response to nilotinib treatment. These data support a larger, longer, multicenter study to determine the safety and efficacy of nilotinib in Alzheimer's disease. ANN NEUROL 2020 ANN NEUROL 2020;88:183-194.
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Affiliation(s)
- Raymond S. Turner
- Memory Disorders Program, Department of NeurologyGeorgetown University Medical CenterWashingtonDCUSA
| | - Michaeline L. Hebron
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of NeurologyGeorgetown University Medical CenterWashingtonDCUSA
| | - Abigail Lawler
- Movement Disorders Clinic, Department of NeurologyMedStar Georgetown University HospitalWashingtonDCUSA
| | - Elizabeth E. Mundel
- Movement Disorders Clinic, Department of NeurologyMedStar Georgetown University HospitalWashingtonDCUSA
| | - Nadia Yusuf
- Movement Disorders Clinic, Department of NeurologyMedStar Georgetown University HospitalWashingtonDCUSA
| | - J. Nathan Starr
- Movement Disorders Clinic, Department of NeurologyMedStar Georgetown University HospitalWashingtonDCUSA
| | - Muhammad Anjum
- Movement Disorders Clinic, Department of NeurologyMedStar Georgetown University HospitalWashingtonDCUSA
| | - Fernando Pagan
- Movement Disorders Clinic, Department of NeurologyMedStar Georgetown University HospitalWashingtonDCUSA
| | - Yasar Torres‐Yaghi
- Movement Disorders Clinic, Department of NeurologyMedStar Georgetown University HospitalWashingtonDCUSA
| | - Wangke Shi
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of NeurologyGeorgetown University Medical CenterWashingtonDCUSA
| | - Sanjana Mulki
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of NeurologyGeorgetown University Medical CenterWashingtonDCUSA
| | - Dalila Ferrante
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of NeurologyGeorgetown University Medical CenterWashingtonDCUSA
| | - Sara Matar
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of NeurologyGeorgetown University Medical CenterWashingtonDCUSA
| | - Xiaoguang Liu
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of NeurologyGeorgetown University Medical CenterWashingtonDCUSA
| | | | - Frank Berkowitz
- Department of RadiologyMedStar Georgetown HospitalWashingtonDCUSA
| | - Xiong Jiang
- Department of NeuroscienceGeorgetown University Medical CenterWashingtonDCUSA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics and BiomathematicsGeorgetown University Medical CenterWashingtonDCUSA
| | - Charbel Moussa
- Translational Neurotherapeutics Program, Laboratory for Dementia and Parkinsonism, Department of NeurologyGeorgetown University Medical CenterWashingtonDCUSA
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Liu X, Jiao K, Jia CC, Li GX, Yuan Q, Xu JK, Hou Y, Wang B. BAP31 regulates IRAK1-dependent neuroinflammation in microglia. J Neuroinflammation 2019; 16:281. [PMID: 31883536 PMCID: PMC6935200 DOI: 10.1186/s12974-019-1661-7] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2019] [Accepted: 11/26/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Microglia, the mononuclear immune cells of the central nervous system (CNS), are essential for the maintenance of CNS homeostasis. BAP31, a resident and ubiquitously expressed protein of the endoplasmic reticulum, serves as a sorting factor for its client proteins, mediating the subsequent export, retention, and degradation or survival. Recently, BAP31 has been defined as a regulatory molecule in the CNS, but the function of BAP31 in microglia has yet to be determined. In the present study, we investigated whether BAP31 is involved in the inflammatory response of microglia. METHODS This study used the BV2 cell line and BAP31 conditional knockdown mice generated via the Cre/LoxP system. A BAP31 knockdown experiment was performed to elucidate the role of BAP31 in the endogenous inflammatory cytokine production by microglial BV2 cells. A mouse model of lipopolysaccharide (LPS)-induced cognitive impairment was established to evaluate the neuroprotective effect of BAP31 against neuroinflammation-induced memory deficits. Behavioral alterations were assessed with the open field test (OFT), Y maze, and Morris water maze. The activation of microglia in the hippocampus of mice was observed by immunohistochemistry. Western blot, enzyme-linked immunosorbent assay (ELISA), immunofluorescence staining, and reverse transcription quantitative real-time polymerase chain reaction (RT-PCR) were used to clarify the mechanisms. RESULTS BAP31 deficiency upregulates LPS-induced proinflammatory cytokines in BV2 cells and mice by upregulating the protein level of IRAK1, which in turn increases the translocation and transcriptional activity of NF-κB p65 and c-Jun, and moreover, knockdown of IRAK1 or use of an IRAK1 inhibitor reverses these functions. In the cognitive impairment animal model, the BAP31 knockdown mice displayed increased severity in memory deficiency accompanied by an increased expression of proinflammatory factors in the hippocampus. CONCLUSIONS These findings indicate that BAP31 may modulate inflammatory cytokines and cognitive impairment induced by neuroinflammation through IRAK1, which demonstrates that BAP31 plays an essential role in microglial inflammation and prevention of memory deficits caused by neuroinflammation.
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Affiliation(s)
- Xia Liu
- College of Life and Health Science, Northeastern University, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, 110819, People's Republic of China
| | - Kun Jiao
- College of Life and Health Science, Northeastern University, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, 110819, People's Republic of China
| | - Cong-Cong Jia
- College of Life and Health Science, Northeastern University, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, 110819, People's Republic of China
| | - Guo-Xun Li
- College of Life and Health Science, Northeastern University, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, 110819, People's Republic of China
| | - Qing Yuan
- College of Life and Health Science, Northeastern University, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, 110819, People's Republic of China
| | - Ji-Kai Xu
- College of Life and Health Science, Northeastern University, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, 110819, People's Republic of China
| | - Yue Hou
- College of Life and Health Science, Northeastern University, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, 110819, People's Republic of China.
| | - Bing Wang
- College of Life and Health Science, Northeastern University, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, 110819, People's Republic of China.
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Multikinase Abl/DDR/Src Inhibition Produces Optimal Effects for Tyrosine Kinase Inhibition in Neurodegeneration. Drugs R D 2019; 19:149-166. [PMID: 30919310 PMCID: PMC6544596 DOI: 10.1007/s40268-019-0266-z] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Background and objectives Inhibition of Abelson (Abl) tyrosine kinase as a therapeutic target has been gaining attention in neurodegeneration. Post-mortem Alzheimer’s and Parkinson’s disease brains show that the levels of several other tyrosine kinases, including Discoidin Domain Receptors (DDR1/2) are elevated. Knockdown of these tyrosine kinases with shRNA reduces neurotoxic proteins, including alpha-synuclein, beta-amyloid and tau. Methods Direct profiling of the pharmacokinetics of multi-kinase inhibitors Nilotinib, Bosutinib, Bafetinib, Radotinib and LCB-03-0110 shows differential levels of brain penetration but the ability of these agents to reduce toxic proteins is independent of brain concentration and selectivity to Abl. Results Our results indicate that the effective dose of Nilotinib has the lowest plasma:brain ratio (1%) followed by Bosutinib and Radotinib (5%), Bafetinib (12%) and LCB-03-0110 (12%). However, similar doses of multi-kinase Abl/DDR inhibitor Nilotinib, DDR/Src inhibitor LCB-03-0110 and Abl/Src inhibitor Bosutinib were much more effective than the more selective Abl inhibitors Radotinib and Bafetinib. Taken together, these data suggest that a multi-kinase target that includes Abl and other tyrosine kinases (DDRs, and Src) may offer more advantages alleviating neurodegenerative pathologies than the absolute CNS drug concentration and selectivity to Abl. Conclusion DDRs and Src are other potential co-targets with Abl in neurodegeneration. Electronic supplementary material The online version of this article (10.1007/s40268-019-0266-z) contains supplementary material, which is available to authorized users.
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Das R, Chinnathambi S. Microglial priming of antigen presentation and adaptive stimulation in Alzheimer's disease. Cell Mol Life Sci 2019; 76:3681-3694. [PMID: 31093687 PMCID: PMC11105582 DOI: 10.1007/s00018-019-03132-2] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 05/02/2019] [Accepted: 05/06/2019] [Indexed: 12/21/2022]
Abstract
The prominent pathological consequences of Alzheimer's disease (AD) are the misfolding and mis-sorting of two cellular proteins, amyloid-β and microtubule-associated protein Tau. The accumulation of toxic phosphorylated Tau inside the neurons induces the increased processing of amyloid-β-associated signaling cascade and vice versa. Neuroinflammation-driven synaptic depletion and cognitive decline are substantiated by the cross talk of activated microglia and astroglia, leading to neuron degeneration. Microglia are the brain-resident immune effectors that prove their diverse functions in maintaining CNS homeostasis via collaboration with astrocytes and T lymphocytes. Age-related senescence and chronic inflammation activate microglia with increased pro-inflammatory markers, oxidative damage and phagocytosis. But the improper processing of misfolded protein via lysosomal pathway destines the spreading of 'seed' constituents to the nearby healthy neurons. Primed microglia process and present self-antigen such as amyloid-β and modified Tau to the infiltrated T lymphocytes through MHC I/II molecules. After an effective conversation with CD4+ T cells, microglial phenotype can be altered from pro-active M1 to neuro-protective M2 type, which corresponds to the tissue remodeling and homeostasis. In this review, we are focusing on the change in functionality of microglia from innate to adaptive immune response in the context of neuroprotection, which may help in the search of novel immune therapy in AD.
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Affiliation(s)
- Rashmi Das
- Neurobiology Group, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune, 411008, India
- Academy of Scientific and Innovative Research (AcSIR), Pune, 411008, India
| | - Subashchandrabose Chinnathambi
- Neurobiology Group, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune, 411008, India.
- Academy of Scientific and Innovative Research (AcSIR), Pune, 411008, India.
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Majumder P, Roy K, Bagh S, Mukhopadhyay D. Receptor tyrosine kinases (RTKs) consociate in regulatory clusters in Alzheimer's disease and type 2 diabetes. Mol Cell Biochem 2019; 459:171-182. [PMID: 31154588 DOI: 10.1007/s11010-019-03560-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 05/27/2019] [Indexed: 01/09/2023]
Abstract
Alzheimer's disease (AD) and type 2 diabetes (T2D) share the common hallmark of insulin resistance. It is conjectured that receptor tyrosine kinases (RTKs) play definitive roles in the process. To decipher the signaling overlap behind this phenotypic resemblance, the activity status of RTKs is probed in post-mortem AD and T2D tissues and cell models. Activities of only about one-third changed in a similar fashion, whereas about half of them showed opposite outcomes when exposed to contrasting signals akin to AD and T2D. Interestingly, irrespective of disease type, RTKs with enhanced and compromised activities clustered distinctly, indicating separate levels of regulations. Similar regulatory mechanisms within an activity cluster could be inferred, which have potential to impact future therapeutic developments.
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Affiliation(s)
- Piyali Majumder
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, HBNI, Block-AF, Sector-1, Bidhannagar, Kolkata, WB, 700064, India
| | - Kasturi Roy
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, HBNI, Block-AF, Sector-1, Bidhannagar, Kolkata, WB, 700064, India
| | - Sangram Bagh
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, HBNI, Block-AF, Sector-1, Bidhannagar, Kolkata, WB, 700064, India
| | - Debashis Mukhopadhyay
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, HBNI, Block-AF, Sector-1, Bidhannagar, Kolkata, WB, 700064, India.
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Brooks LRK, Mias GI. Data-Driven Analysis of Age, Sex, and Tissue Effects on Gene Expression Variability in Alzheimer's Disease. Front Neurosci 2019. [DOI: 10.3389/fnins.2019.00392
expr 953166181 + 832251875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
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Brooks LRK, Mias GI. Data-Driven Analysis of Age, Sex, and Tissue Effects on Gene Expression Variability in Alzheimer's Disease. Front Neurosci 2019; 13:392. [PMID: 31068785 PMCID: PMC6491842 DOI: 10.3389/fnins.2019.00392] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 04/05/2019] [Indexed: 12/31/2022] Open
Abstract
Alzheimer's disease (AD) has been categorized by the Centers for Disease Control and Prevention (CDC) as the 6th leading cause of death in the United States. AD is a significant health-care burden because of its increased occurrence (specifically in the elderly population), and the lack of effective treatments and preventive methods. With an increase in life expectancy, the CDC expects AD cases to rise to 15 million by 2060. Aging has been previously associated with susceptibility to AD, and there are ongoing efforts to effectively differentiate between normal and AD age-related brain degeneration and memory loss. AD targets neuronal function and can cause neuronal loss due to the buildup of amyloid-beta plaques and intracellular neurofibrillary tangles. Our study aims to identify temporal changes within gene expression profiles of healthy controls and AD subjects. We conducted a meta-analysis using publicly available microarray expression data from AD and healthy cohorts. For our meta-analysis, we selected datasets that reported donor age and gender, and used Affymetrix and Illumina microarray platforms (8 datasets, 2,088 samples). Raw microarray expression data were re-analyzed, and normalized across arrays. We then performed an analysis of variance, using a linear model that incorporated age, tissue type, sex, and disease state as effects, as well as study to account for batch effects, and included binary interactions between factors. Our results identified 3,735 statistically significant (Bonferroni adjusted p < 0.05) gene expression differences between AD and healthy controls, which we filtered for biological effect (10% two-tailed quantiles of mean differences between groups) to obtain 352 genes. Interesting pathways identified as enriched comprised of neurodegenerative diseases pathways (including AD), and also mitochondrial translation and dysfunction, synaptic vesicle cycle and GABAergic synapse, and gene ontology terms enrichment in neuronal system, transmission across chemical synapses and mitochondrial translation. Overall our approach allowed us to effectively combine multiple available microarray datasets and identify gene expression differences between AD and healthy individuals including full age and tissue type considerations. Our findings provide potential gene and pathway associations that can be targeted to improve AD diagnostics and potentially treatment or prevention.
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Affiliation(s)
- Lavida R K Brooks
- Microbiology and Molecular Genetics, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI, United States
| | - George I Mias
- Biochemistry and Molecular Biology, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI, United States
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Pagan FL, Hebron ML, Wilmarth B, Torres‐Yaghi Y, Lawler A, Mundel EE, Yusuf N, Starr NJ, Arellano J, Howard HH, Peyton M, Matar S, Liu X, Fowler AJ, Schwartz SL, Ahn J, Moussa C. Pharmacokinetics and pharmacodynamics of a single dose Nilotinib in individuals with Parkinson's disease. Pharmacol Res Perspect 2019; 7:e00470. [PMID: 30906562 PMCID: PMC6412143 DOI: 10.1002/prp2.470] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 02/07/2019] [Accepted: 02/07/2019] [Indexed: 01/17/2023] Open
Abstract
Nilotinib is a broad-based tyrosine kinase inhibitor with the highest affinity to inhibit Abelson (c-Abl) and discoidin domain receptors (DDR1/2). Preclinical evidence indicates that Nilotinib reduces the level of brain alpha-synuclein and attenuates inflammation in models of Parkinson's disease (PD). We previously showed that Nilotinib penetrates the blood-brain barrier (BBB) and potentially improves clinical outcomes in individuals with PD and dementia with Lewy bodies (DLB). We performed a physiologically based population pharmacokinetic/pharmacodynamic (popPK/PD) study to determine the effects of Nilotinib in a cohort of 75 PD participants. Participants were randomized (1:1:1:1:1) into five groups (n = 15) and received open-label random single dose (RSD) 150:200:300:400 mg Nilotinib vs placebo. Plasma and cerebrospinal fluid (CSF) were collected at 1, 2, 3, and 4 hours after Nilotinib administration. The results show that Nilotinib enters the brain in a dose-independent manner and 200 mg Nilotinib increases the level of 3,4-Dihydroxyphenylacetic acid (DOPAC) and homovanillic acid (HVA), suggesting alteration to dopamine metabolism. Nilotinib significantly reduces plasma total alpha-synuclein and appears to reduce CSF oligomeric: total alpha-synuclein ratio. Furthermore, Nilotinib significantly increases the CSF level of triggering receptors on myeloid cells (TREM)-2, suggesting an anti-inflammatory effect. Taken together, 200 mg Nilotinib appears to be an optimal single dose that concurrently reduces inflammation and engages surrogate disease biomarkers, including dopamine metabolism and alpha-synuclein.
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Affiliation(s)
- Fernando L. Pagan
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
- Movement Disorders ClinicDepartment of NeurologyMedStar Georgetown University HospitalWashingtonDistrict of Columbia
| | - Michaeline L. Hebron
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
| | - Barbara Wilmarth
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
- Movement Disorders ClinicDepartment of NeurologyMedStar Georgetown University HospitalWashingtonDistrict of Columbia
| | - Yasar Torres‐Yaghi
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
- Movement Disorders ClinicDepartment of NeurologyMedStar Georgetown University HospitalWashingtonDistrict of Columbia
| | - Abigail Lawler
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
| | - Elizabeth E. Mundel
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
- Movement Disorders ClinicDepartment of NeurologyMedStar Georgetown University HospitalWashingtonDistrict of Columbia
| | - Nadia Yusuf
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
- Movement Disorders ClinicDepartment of NeurologyMedStar Georgetown University HospitalWashingtonDistrict of Columbia
| | - Nathan J. Starr
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
- Movement Disorders ClinicDepartment of NeurologyMedStar Georgetown University HospitalWashingtonDistrict of Columbia
| | - Joy Arellano
- Movement Disorders ClinicDepartment of NeurologyMedStar Georgetown University HospitalWashingtonDistrict of Columbia
| | - Helen H. Howard
- Movement Disorders ClinicDepartment of NeurologyMedStar Georgetown University HospitalWashingtonDistrict of Columbia
| | - Margo Peyton
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
| | - Sara Matar
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
| | - Xiaoguang Liu
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
| | - Alan J. Fowler
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
| | - Sorell L. Schwartz
- Department of PharmacologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics and BiomathematicsGeorgetown University Medical CenterWashingtonDistrict of Columbia
| | - Charbel Moussa
- Translational Neurotherapeutics ProgramLaboratory for Dementia and ParkinsonismDepartment of NeurologyGeorgetown University Medical CenterWashingtonDistrict of Columbia
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The exploration of novel Alzheimer's therapeutic agents from the pool of FDA approved medicines using drug repositioning, enzyme inhibition and kinetic mechanism approaches. Biomed Pharmacother 2018; 109:2513-2526. [PMID: 30551512 DOI: 10.1016/j.biopha.2018.11.115] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 11/19/2018] [Accepted: 11/25/2018] [Indexed: 12/11/2022] Open
Abstract
Novel drug development is onerous, time consuming and overpriced process with particularly low success and relatively high enfeebling rates. To overcome this burden, drug repositioning approach is being used to predict the possible therapeutic effects of FDA approved drugs in different diseases. Herein, we designed a computational and enzyme inhibitory mechanistic approach to fetch the promising drugs from the pool of FDA approved drugs against AD. The binding interaction patterns and conformations of screened drugs within active region of AChE were confirmed through molecular docking profiles. The possible associations of selected drugs with AD genes were predicted by pharmacogenomics analysis and confirmed through data mining. The stability behaviour of docked complexes (Drugs-AChE) were checked by MD simulations. The possible therapeutic potential of repositioned drugs against AChE were checked by in vitro analysis. Taken together, Cinitapride displayed a comparable results with standard and can be used as possible therapeutic agent in the treatment of AD.
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