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Sung KC, Wang LY, Wang CC, Chu CH, Sun HS, Hsiao YH. Enhanced hippocampal TIAM2S expression alleviates cognitive deficits in Alzheimer's disease model mice. Pharmacol Rep 2024:10.1007/s43440-024-00623-3. [PMID: 39012419 DOI: 10.1007/s43440-024-00623-3] [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: 12/21/2023] [Revised: 06/27/2024] [Accepted: 06/27/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND Dendritic spine dysfunction is a key feature of Alzheimer's disease (AD) pathogenesis. Human T-cell lymphoma invasion and metastasis 2 (TIAM2) is expressed in two isoforms, the full length (TIAM2L) and a short transcript (TIAM2S). Compared to TIAM2L protein, which is undetectable, TIAM2S protein is abundant in human brain tissue, especially the hippocampus, and can promote neurite outgrowth in our previous findings. However, whether enhanced hippocampal TIAM2S expression can alleviate cognitive deficits in Alzheimer's disease model mice remains unclear. METHODS We crossbred 3xTg-AD with TIAM2S mice to generate an AD mouse model that carries the human TIAM2S gene (3xTg-AD/TIAM2S mice). The Morris water maze and object location tests assessed hippocampus-dependent spatial memory. Lentiviral-driven shRNA or cDNA approaches were used to manipulate hippocampal TIAM2S expression. Golgi staining and Sholl analysis were utilized to measure neuronal dendrites and dendritic spines in the mouse hippocampi. RESULTS Compared to 3xTg-AD mice, 3xTg-AD/TIAM2S mice displayed improved cognitive functions. According to the hippocampus is one of the earliest affected brain regions by AD, we further injected TIAM2S shRNA or TIAM2S cDNA into mouse hippocampi to confirm whether manipulating hippocampal TIAM2S expression could affect AD-related cognitive functions. The results showed that the reduced hippocampal TIAM2S expression in 3xTg-AD/TIAM2S mice abolished the memory improvement effect, whereas increased hippocampal TIAM2S levels alleviated cognitive deficits in 3xTg-AD mice. Furthermore, we found that TIAM2S-mediated memory improvement was achieved by regulating dendritic plasticity. CONCLUSIONS These results will provide new insights into connecting TIAM2S with AD and support the notion that TIAM2S should be investigated as potential AD therapeutic targets.
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Affiliation(s)
- Kuan-Chin Sung
- Department of Neurosurgery, Chi-Mei Medical Center, 901 Chung Hwa Road, Yung Kang City, Tainan, Taiwan
| | - Li-Yun Wang
- Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, 70101, Taiwan
| | - Che-Chuan Wang
- Department of Neurosurgery, Chi-Mei Medical Center, 901 Chung Hwa Road, Yung Kang City, Tainan, Taiwan
| | - Chun-Hsien Chu
- Institute of Molecular Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - H Sunny Sun
- Institute of Molecular Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ya-Hsin Hsiao
- Department of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, 70101, Taiwan.
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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Sequeira L, Benfeito S, Fernandes C, Lima I, Peixoto J, Alves C, Machado CS, Gaspar A, Borges F, Chavarria D. Drug Development for Alzheimer's and Parkinson's Disease: Where Do We Go Now? Pharmaceutics 2024; 16:708. [PMID: 38931832 PMCID: PMC11206728 DOI: 10.3390/pharmaceutics16060708] [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: 04/04/2024] [Revised: 05/15/2024] [Accepted: 05/22/2024] [Indexed: 06/28/2024] Open
Abstract
Neurodegenerative diseases (NDs) are a set of progressive, chronic, and incurable diseases characterized by the gradual loss of neurons, culminating in the decline of cognitive and/or motor functions. Alzheimer's disease (AD) and Parkinson's disease (PD) are the most common NDs and represent an enormous burden both in terms of human suffering and economic cost. The available therapies for AD and PD only provide symptomatic and palliative relief for a limited period and are unable to modify the diseases' progression. Over the last decades, research efforts have been focused on developing new pharmacological treatments for these NDs. However, to date, no breakthrough treatment has been discovered. Hence, the development of disease-modifying drugs able to halt or reverse the progression of NDs remains an unmet clinical need. This review summarizes the major hallmarks of AD and PD and the drugs available for pharmacological treatment. It also sheds light on potential directions that can be pursued to develop new, disease-modifying drugs to treat AD and PD, describing as representative examples some advances in the development of drug candidates targeting oxidative stress and adenosine A2A receptors.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Fernanda Borges
- CIQUP-IMS—Centro de Investigação em Química da Universidade do Porto, Institute of Molecular Sciences, Department of Chemistry and Biochemistry, Faculty of Sciences, University of Porto, R. Campo Alegre s/n, 4169-007 Porto, Portugal
| | - Daniel Chavarria
- CIQUP-IMS—Centro de Investigação em Química da Universidade do Porto, Institute of Molecular Sciences, Department of Chemistry and Biochemistry, Faculty of Sciences, University of Porto, R. Campo Alegre s/n, 4169-007 Porto, Portugal
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Fang D, Zhou Z, Xiong Y, Fan Y, Li Y, Zhao H, Huang J, Yuan G, Rao M. Advancing Alzheimer's research: Radiomics visualization of the default mode network in cerebral perfusion imaging. J Appl Clin Med Phys 2024; 25:e14368. [PMID: 38657114 PMCID: PMC11087173 DOI: 10.1002/acm2.14368] [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: 01/24/2024] [Revised: 03/05/2024] [Accepted: 04/09/2024] [Indexed: 04/26/2024] Open
Abstract
OBJECTIVE Alzheimer's disease, an irreversible neurological condition, demands timely diagnosis for effective clinical intervention. This study employs radiomics analysis to assess image features in default mode network cerebral perfusion imaging among individuals with cognitive impairment. METHODS A radiomics analysis of cerebral perfusion imaging was conducted on 117 patients with cognitive impairment. They were divided into training and validation sets in a 7:3 ratio. Least Absolute Shrinkage and Selection Operator (LASSO) and Random Forest were employed to select and model image features, followed by logistic regression analysis of LASSO and Random Forest results. Diagnostic performance was assessed by calculating the area under the curve (AUC). RESULTS In the training set, LASSO achieved AUC of 0.978, Random Forest had an AUC of 0.933. In the validation set, LASSO had AUC of 0.859, Random Forest had AUC of 0.986. By conducting Logistic Regression analysis in combination with LASSO and Random Forest, we identified a total of five radiomics features, with four related to morphology and one to textural features, originating from the medial prefrontal cortex and middle temporal gyrus. In the training set, Logistic Regression achieved AUC of 0.911, while in the validation set, it attained AUC of 0.925. CONCLUSION The medial prefrontal cortex and middle temporal gyrus are the two brain regions within the default mode network that hold the highest significance for Alzheimer's disease diagnosis. Radiomics analysis contributes to the clinical assessment of Alzheimer's disease by delving into image data to extract deeper layers of information.
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Affiliation(s)
- Danzhou Fang
- Department of Nuclear MedicineSecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Zhiming Zhou
- Department of RadiologySecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Yalan Xiong
- Department of Nuclear MedicineSecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Yongzeng Fan
- Department of Nuclear MedicineSecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Yixuan Li
- Department of Nuclear MedicineSecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Huayi Zhao
- Department of Nuclear MedicineSecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Jiahui Huang
- Department of Nuclear MedicineSecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Gengbiao Yuan
- Department of Nuclear MedicineSecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Maohua Rao
- Department of Nuclear MedicineSecond Affiliated Hospital of Chongqing Medical UniversityChongqingChina
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Zheng C, Bouazizi M, Ohtsuki T, Kitazawa M, Horigome T, Kishimoto T. Detecting Dementia from Face-Related Features with Automated Computational Methods. Bioengineering (Basel) 2023; 10:862. [PMID: 37508889 PMCID: PMC10376259 DOI: 10.3390/bioengineering10070862] [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: 06/12/2023] [Revised: 07/13/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
Alzheimer's disease (AD) is a type of dementia that is more likely to occur as people age. It currently has no known cure. As the world's population is aging quickly, early screening for AD has become increasingly important. Traditional screening methods such as brain scans or psychiatric tests are stressful and costly. The patients are likely to feel reluctant to such screenings and fail to receive timely intervention. While researchers have been exploring the use of language in dementia detection, less attention has been given to face-related features. The paper focuses on investigating how face-related features can aid in detecting dementia by exploring the PROMPT dataset that contains video data collected from patients with dementia during interviews. In this work, we extracted three types of features from the videos, including face mesh, Histogram of Oriented Gradients (HOG) features, and Action Units (AU). We trained traditional machine learning models and deep learning models on the extracted features and investigated their effectiveness in dementia detection. Our experiments show that the use of HOG features achieved the highest accuracy of 79% in dementia detection, followed by AU features with 71% accuracy, and face mesh features with 66% accuracy. Our results show that face-related features have the potential to be a crucial indicator in automated computational dementia detection.
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Affiliation(s)
- Chuheng Zheng
- Graduate School of Science and Technology, Keio University, Yokohama 223-0061, Kanagawa, Japan
| | - Mondher Bouazizi
- Faculty of Science and Technology, Keio University, Yokohama 223-0061, Kanagawa, Japan
| | - Tomoaki Ohtsuki
- Faculty of Science and Technology, Keio University, Yokohama 223-0061, Kanagawa, Japan
| | - Momoko Kitazawa
- School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Toshiro Horigome
- School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Taishiro Kishimoto
- School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
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Ghafary S, Ghobadian R, Mahdavi M, Nadri H, Moradi A, Akbarzadeh T, Najafi Z, Sharifzadeh M, Edraki N, Moghadam FH, Amini M. Design, synthesis, and evaluation of novel cinnamic acid-tryptamine hybrid for inhibition of acetylcholinesterase and butyrylcholinesterase. Daru 2020; 28:463-477. [PMID: 32372339 PMCID: PMC7704987 DOI: 10.1007/s40199-020-00346-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 04/03/2020] [Indexed: 10/24/2022] Open
Abstract
BACKGROUND Acetylcholine deficiencies in hippocampus and cortex, aggregation of β-amyloid, and β-secretase over activity have been introduced as main reasons in pathogenesis of Alzheimer's disease. METHODS Colorimetric Ellman's method was used for determination of IC50 value in AChE and BChE inhibitory activity. The kinetic studies, neuroprotective and β-secretase inhibitory activities, evaluation of inhibitory potency on β-amyloid (Aβ) aggregations induced by AChE, and docking study were performed for prediction of the mechanism of action. RESULT AND DISCUSSION A new series of cinnamic acids-tryptamine hybrid was designed, synthesized, and evaluated as dual cholinesterase inhibitors. These compounds demonstrated in-vitro inhibitory activities against acetyl cholinesterase (AChE) and butyryl cholinesterase (BChE). Among of these synthesized compounds, (E)-N-(2-(1H-indol-3-yl)ethyl)-3-(3,4-dimethoxyphenyl)acrylamide (5q) demonstrated the most potent AChE inhibitory activity (IC50 = 11.51 μM) and (E)-N-(2-(1H-indol-3-yl)ethyl)-3-(2-chlorophenyl)acrylamide (5b) were the best anti-BChE (IC50 = 1.95 μM) compounds. In addition, the molecular modeling and kinetic studies depicted 5q and 5b were mixed type inhibitor and bound with both the peripheral anionic site (PAS) and catalytic sites (CAS) of AChE and BChE. Moreover, compound 5q showed mild neuroprotective in PC12 cell line and weak β-secretase inhibitory activities. This compound also inhibited aggregation of β-amyloid (Aβ) in self-induced peptide aggregation test at concentration of 10 μM. CONCLUSION It is worth noting that both the kinetic study and the molecular modeling of 5q and 5b depicted that these compounds simultaneously interacted with both the catalytic active site and the peripheral anionic site of AChE and BChE. These findings match with those resulted data from the enzyme inhibition assay. Graphical abstract A new series of cinnamic-derived acids-tryptamine hybrid derivatives were designed, synthesized and evaluated as butyrylcholinesterase (BChE) and acetylcholinesterase (AChE) inhibitors and neuroprotective agents. Compound 5b and 5q, as the more potent compounds, interacted with both the peripheral site and the choline binding site having mixed type inhibition. Results suggested that derivatives have a therapeutic potential for the treatment of AD.
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Affiliation(s)
- Shahrzad Ghafary
- Department of Medicinal Chemistry, Faculty of Pharmacy and Drug Design & Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Roshanak Ghobadian
- Department of Medicinal Chemistry, Faculty of Pharmacy and Drug Design & Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Mahdavi
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Hamid Nadri
- Department of Medicinal Chemistry, Faculty of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Alireza Moradi
- Department of Medicinal Chemistry, Faculty of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Tahmineh Akbarzadeh
- Department of Medicinal Chemistry, Faculty of Pharmacy and Drug Design & Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Najafi
- Department of Medicinal Chemistry, School of Pharmacy, Hamedan University of Medical Sciences, Hamedan, Iran
| | - Mohammad Sharifzadeh
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Najmeh Edraki
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Science, Shiraz, Iran
| | - Farshad Homayouni Moghadam
- Department of Cellular Biotechnology at Cell Science Research Center, Royan Institute for Biotechnology, ACECR, Isfahan, Iran
| | - Mohsen Amini
- Department of Medicinal Chemistry, Faculty of Pharmacy and Drug Design & Development Research Center, The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences, Tehran, Iran.
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Świetlik D, Białowąs J. Application of Artificial Neural Networks to Identify Alzheimer's Disease Using Cerebral Perfusion SPECT Data. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16071303. [PMID: 30979022 PMCID: PMC6479441 DOI: 10.3390/ijerph16071303] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Revised: 04/09/2019] [Accepted: 04/10/2019] [Indexed: 11/16/2022]
Abstract
The aim of this study was to demonstrate the usefulness of artificial neural networks in Alzheimer disease diagnosis (AD) using data of brain single photon emission computed tomography (SPECT). The results were compared with discriminant analysis. The study population consisted of 132 clinically diagnosed patients. There were 72 subjects with AD and 60 belonging to the normal control group. The artificial neural network used 36 numerical values being the count numbers obtained for each area of brain SPECT. These numbers determined the set of input data for the artificial neural network. The sensitivity of Alzheimer disease diagnosis detection by artificial neural network and discriminant analysis were 93.8% and 86.1%, respectively, and the corresponding specificity was 100% and 95%. We also used receiver operating characteristic curve (ROC) analysis and areas under receiver operating characteristics curves were correspondingly 0.97 (p < 0.0001) for the artificial neural networks (ANN) and 0.96 (p < 0.0001) for discriminant analysis. In conclusion, artificial neural networks and conventional statistics methods (discriminant analysis) are a useful tool in Alzheimer disease diagnosis.
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Affiliation(s)
- Dariusz Świetlik
- Intrafaculty College of Medical Informatics and Biostatistics, Medical University of Gdańsk, 1 Debinki St., 80-211 Gdańsk, Poland.
| | - Jacek Białowąs
- Department of Anatomy and Neurobiology, Medical University of Gdańsk, 1 Debinki St., 80-211 Gdańsk, Poland.
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Malek M, Sarkaki A, Zahedi-Asl S, Farbood Y, Rajaei Z. Effect of intra-hippocampal injection of human recombinant growth hormone on synaptic plasticity in the nucleus basalis magnocellularis-lesioned aged rats. ARQUIVOS DE NEURO-PSIQUIATRIA 2017; 75:477-483. [PMID: 28746436 DOI: 10.1590/0004-282x20170074] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 03/30/2017] [Indexed: 11/21/2022]
Abstract
In this study, we proposed that administration of hippocampal growth hormone in ageing animals with growth hormone deficiency can compensate long-term potentiation and synaptic plasticity in nucleus basalis magnocellularis (NBM)-lesioned rats. Aged male Wistar rats were randomly divided into six groups (seven in each) of sham-operated healthy rats (Cont); NBM-lesioned rats (L); NBM-lesioned rats and intrahippocampal injection of growth hormone vehicle (L + Veh); NBM-lesioned and intrahippocampal injection of growth hormone (10, 20 and 40 µg.2 µl-1) (L + GH). In vivo electrophysiological recording techniques were used to characterize maintenance of long-term potentiation at distinct times (1, 2, 3, 24 and 48 hours) after high-frequency stimulation. The population spike was enhanced significantly for about 48 hours following tetanic stimulation in rats treated with a dose-dependent growth hormone compared to the vehicle group (p < 0.05), possibly through neuronal plasticity and neurogenesis in affected areas.
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Affiliation(s)
- Maryam Malek
- Isfahan University of Medical Sciences, School of Medicine, Department of Physiology, Isfahan, Iran
| | - Alireza Sarkaki
- Ahvaz Jundishapur University of Medical Sciences, Physiology Research Center, Ahvaz, Iran.,Ahvaz Jundishapur University of Medical Sciences, School of Medicine, Department of Physiology, Ahvaz, Iran
| | - Saleh Zahedi-Asl
- Shaheed Beheshti University of Medical Sciences, Research Institute for Endocrine Sciences, Endocrine Research Center, Tehran, Iran
| | - Yaghoob Farbood
- Ahvaz Jundishapur University of Medical Sciences, Physiology Research Center, Ahvaz, Iran.,Ahvaz Jundishapur University of Medical Sciences, School of Medicine, Department of Physiology, Ahvaz, Iran
| | - Ziba Rajaei
- Isfahan University of Medical Sciences, School of Medicine, Department of Physiology, Isfahan, Iran
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8
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Storck SE, Pietrzik CU. Endothelial LRP1 - A Potential Target for the Treatment of Alzheimer's Disease : Theme: Drug Discovery, Development and Delivery in Alzheimer's Disease Guest Editor: Davide Brambilla. Pharm Res 2017; 34:2637-2651. [PMID: 28948494 DOI: 10.1007/s11095-017-2267-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 09/15/2017] [Indexed: 12/19/2022]
Abstract
The accumulation of the neurotoxin beta-amyloid (Aβ) is a major hallmark in Alzheimer's disease (AD). Aβ homeostasis in the brain is governed by its production and various clearance mechanisms. Both pathways are influenced by the ubiquitously expressed low-density lipoprotein receptor-related protein 1 (LRP1). In cerebral blood vessels, LRP1 is an important mediator for the rapid removal of Aβ from brain via transport across the blood-brain barrier (BBB). Here, we summarize recent findings on LRP1 function and discuss the targeting of LRP1 as a modulator for AD pathology and drug delivery into the brain.
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Affiliation(s)
- Steffen E Storck
- Molecular Neurodegeneration, Institute for Pathobiochemistry, University Medical Center of the Johannes Gutenberg-University, Duesbergweg 6, 55099, Mainz, Germany
| | - Claus U Pietrzik
- Molecular Neurodegeneration, Institute for Pathobiochemistry, University Medical Center of the Johannes Gutenberg-University, Duesbergweg 6, 55099, Mainz, Germany.
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Abstract
The term “dementia” describes various neurodegenerative disorders that effect cognition, including Alzheimer disease, vascular dementia, and others. This article reviews the diagnosis and management of common types of dementia and comorbidities. Dementias are differentiated clinically by history, symptom presentation, and exclusion of other causes through laboratory and imaging studies. Cholinesterase inhibitors are useful but may not be effective for all types of dementia and provide only modest benefits. Certain medical comorbidities may increase the risk of dementia, although genetics are also important in its etiology. Psychiatric comorbidities in dementia include delirium, which is treated primarily by addressing underlying medical disorders, but antipsychotics can be useful for symptom management and patient comfort. Nonpharmacologic interventions are first-line treatments for other psychiatric comorbidities, although drug therapy may be useful in some cases. The management of patients with dementia presents many challenges and will continue to do so unless agents with pronounced disease-modifying capabilities are developed.
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Affiliation(s)
- Keith A. Swanson
- The University of Oklahoma College of Pharmacy, Department of Pharmacy: Clinical and Administrative Sciences, Oklahoma City, Oklahoma
| | - Ryan M. Carnahan
- The University of Oklahoma College of Pharmacy, Department of Pharmacy: Clinical and Administrative Sciences, Tulsa, Oklahoma,
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Houmani N, Dreyfus G, Vialatte FB. Epoch-based Entropy for Early Screening of Alzheimer’s Disease. Int J Neural Syst 2015; 25:1550032. [DOI: 10.1142/s012906571550032x] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In this paper, we introduce a novel entropy measure, termed epoch-based entropy. This measure quantifies disorder of EEG signals both at the time level and spatial level, using local density estimation by a Hidden Markov Model on inter-channel stationary epochs. The investigation is led on a multi-centric EEG database recorded from patients at an early stage of Alzheimer’s disease (AD) and age-matched healthy subjects. We investigate the classification performances of this method, its robustness to noise, and its sensitivity to sampling frequency and to variations of hyperparameters. The measure is compared to two alternative complexity measures, Shannon’s entropy and correlation dimension. The classification accuracies for the discrimination of AD patients from healthy subjects were estimated using a linear classifier designed on a development dataset, and subsequently tested on an independent test set. Epoch-based entropy reached a classification accuracy of 83% on the test dataset (specificity = 83.3%, sensitivity = 82.3%), outperforming the two other complexity measures. Furthermore, it was shown to be more stable to hyperparameter variations, and less sensitive to noise and sampling frequency disturbances than the other two complexity measures.
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Affiliation(s)
- N. Houmani
- ESPCI ParisTech, PSL Research University, 10 rue Vauquelin, 75005 Paris, France
- SIGMA (SIGnal processing and MAchine learning) Laboratory, 10 rue Vauquelin, 75231 Paris Cedex 05, France
| | - G. Dreyfus
- ESPCI ParisTech, PSL Research University, 10 rue Vauquelin, 75005 Paris, France
- SIGMA (SIGnal processing and MAchine learning) Laboratory, 10 rue Vauquelin, 75231 Paris Cedex 05, France
| | - F. B. Vialatte
- ESPCI ParisTech, PSL Research University, 10 rue Vauquelin, 75005 Paris, France
- Brain Plasticity Laboratory, CNRS UMR 8249, 10 rue Vauquelin, 75231 Paris Cedex 05, France
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Kumar A, Srivastava S, Tripathi S, Singh SK, Srikrishna S, Sharma A. Molecular insight into amyloid oligomer destabilizing mechanism of flavonoid derivative 2-(4' benzyloxyphenyl)-3-hydroxy-chromen-4-one through docking and molecular dynamics simulations. J Biomol Struct Dyn 2015. [PMID: 26208790 DOI: 10.1080/07391102.2015.1074943] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Aggregation of amyloid peptide (Aβ) has been shown to be directly related to progression of Alzheimer's disease (AD). Aβ is neurotoxic and its deposition and aggregation ultimately lead to cell death. In our previous work, we reported flavonoid derivative (compound 1) showing promising result in transgenic AD model of Drosophila. Compound 1 showed prevention of Aβ-induced neurotoxicity and neuroprotective efficacy in Drosophila system. However, mechanism of action of compound 1 and its effect on the amyloid is not known. We therefore performed molecular docking and atomistic, explicit-solvent molecular dynamics simulations to investigate the process of Aβ interaction, inhibition, and destabilizing mechanism. Results showed different preferred binding sites of compound 1 and good affinity toward the target. Through the course of 35 ns molecular dynamics simulation, conformations_5 of compound 1 intercalates into the hydrophobic core near the salt bridge and showed major structural changes as compared to other conformations. Compound 1 showed interference with the salt bridge and thus reducing the inter strand hydrogen bound network. This minimizes the side chain interaction between the chains A-B leading to disorder in oligomer. Contact map analysis of amino acid residues between chains A and B also showed lesser interaction with adjacent amino acids in the presence of compound 1 (conformations_5). The study provides an insight into how compound 1 interferes and disorders the Aβ peptide. These findings will further help to design better inhibitors for aggregation of the amyloid oligomer.
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Affiliation(s)
- Akhil Kumar
- a Biotechnology Division , CSIR-Central Institute of Medicinal and Aromatic Plants , P.O. - CIMAP, Near Kukrail Picnic Spot, Lucknow 226015 , Uttar Pradesh , India
| | - Swati Srivastava
- a Biotechnology Division , CSIR-Central Institute of Medicinal and Aromatic Plants , P.O. - CIMAP, Near Kukrail Picnic Spot, Lucknow 226015 , Uttar Pradesh , India
| | - Shubhandra Tripathi
- a Biotechnology Division , CSIR-Central Institute of Medicinal and Aromatic Plants , P.O. - CIMAP, Near Kukrail Picnic Spot, Lucknow 226015 , Uttar Pradesh , India
| | - Sandeep Kumar Singh
- b Faculty of Science, Department of Biochemistry , Banaras Hindu University , Varanasi 221005 , Uttar Pradesh , India
| | - Saripella Srikrishna
- b Faculty of Science, Department of Biochemistry , Banaras Hindu University , Varanasi 221005 , Uttar Pradesh , India
| | - Ashok Sharma
- a Biotechnology Division , CSIR-Central Institute of Medicinal and Aromatic Plants , P.O. - CIMAP, Near Kukrail Picnic Spot, Lucknow 226015 , Uttar Pradesh , India
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Effects of sage extract on memory performance in mice and acetylcholinesterase activity. ANNALES PHARMACEUTIQUES FRANÇAISES 2015; 73:281-8. [DOI: 10.1016/j.pharma.2015.03.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Revised: 03/23/2015] [Accepted: 03/26/2015] [Indexed: 12/27/2022]
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Abstract
AbstractAlzheimer’s disease (AD) is a neurodegenerative disorder that is characterized by normal memory loss and cognitive impairment in humans. Many drug targets and disease-modulating therapies are available for treatment of AD, but none of these are effective enough in reducing problems associated with recognition and memory. Potential drug targets so far reported for AD are β-secretase, Γ-secretase, amyloid beta (Aβ) and Aβ fibrils, glycogen synthase kinase-3 (GSK-3), acyl-coenzyme A: cholesterol acyl-transferase (ACAT) and acetylcholinesterase (AChE). Herbal remedies (antioxidants) and natural metal-chelators have shown a very significant role in reducing the risk of AD, as well as lowering the effect of Aβ in AD patients. Researchers are working in the direction of antisense and stem cell-based therapies for a cure for AD, which mainly depends on the clearance of misfolded protein deposits — including Aβ, tau, and alpha-synuclein. Computational approaches for inhibitor designing, interaction analysis, principal descriptors and an absorption, distribution, metabolism, excretion and toxicity (ADMET) study could speed up the process of drug development with higher efficacy and less chance of failure. This paper reviews the known drugs, drug targets, and existing and future therapies for the treatment of AD.
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Kim CH, Yoo YM. Altered APP Carboxyl-Terminal Processing Under Ferrous Iron Treatment in PC12 Cells. THE KOREAN JOURNAL OF PHYSIOLOGY & PHARMACOLOGY : OFFICIAL JOURNAL OF THE KOREAN PHYSIOLOGICAL SOCIETY AND THE KOREAN SOCIETY OF PHARMACOLOGY 2013; 17:189-95. [PMID: 23776394 PMCID: PMC3682078 DOI: 10.4196/kjpp.2013.17.3.189] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Revised: 04/12/2013] [Accepted: 04/12/2013] [Indexed: 12/27/2022]
Abstract
Amyloid-β peptide (Aβ), generated by proteolytic cleavage of the amyloid precursor protein (APP), plays a pivotal role in the pathogenesis of Alzheimer's disease (AD). The key step in the generation of Aβ is cleavage of APP by beta-site APP-cleaving enzyme 1 (BACE1). Levels of BACE1 are increased in vulnerable regions of the AD brain, but the underlying mechanism is unknown. In the present study, we reported the effects of ferrous ions at subtoxic concentrations on the mRNA levels of BACE1 and a-disintegrin-and-metalloproteinase 10 (ADAM10) in PC12 cells and the cell responses to ferrous ions. The cell survival in PC12 cells significantly decreased with 0 to 0.3 mM FeCl2, with 0.6 mM FeCl2 treatment resulting in significant reductions by about 75%. 4,6-diamidino-2-phenylindole (DAPI) staining showed that the nuclei appeared fragmented in 0.2 and 0.3 mM FeCl2. APP-α-carboxyl terminal fragment (APP-α-CTF) associations with ADAM10 and APP-β-CTF with BACE1 were increased. Levels of ADAM10 and BACE1 mRNA increased in response to the concentrations of 0.25 mM, respectively. In addition, p-ERK and p-Bad (S112, S155) expressions were increased, suggesting that APP-CTF formation is related to ADAM10/BACE1 expression. Levels of Bcl-2 protein were increased, but significant changes were not observed in the expression of Bax. These data suggest that ion-induced enhanced expression of AMDA10/BACE1 could be one of the causes for APP-α/β-CTF activation.
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Affiliation(s)
- Chi Hyun Kim
- Department of Biomedical Engineering, College of Health Science, Yonsei University, Wonju 220-710, Korea
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15
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Gorbacheva L, Strukova S, Pinelis V, Ishiwata S, Stricker R, Reiser G. NF-κB-dependent and -independent pathways in the protective effects of activated protein C in hippocampal and cortical neurons at excitotoxicity. Neurochem Int 2013; 63:101-11. [PMID: 23727063 DOI: 10.1016/j.neuint.2013.05.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Revised: 05/17/2013] [Accepted: 05/19/2013] [Indexed: 12/21/2022]
Abstract
The transcription factor NF-κB regulates the expression of multiple genes involved in inflammation, apoptotic cell death and cell survival. We previously demonstrated that activated protein C (APC), a serine protease of hemostasis with anticoagulant activity, protected cultured rat cortical and hippocampal neurons against glutamate-induced excitotoxicity, a model of ischemic stroke. We reported that APC suppressed the translocation of NF-κBp65/RelA into the nucleus of neurons. However, it is not known whether APC-induced protection of neurons against cell death occurs via regulation of NF-κB activation or NF-κB-independent p53 expression. It is also unclear whether cleaved caspase-3 and caspase-independent AIF and Bax/Bcl-2 expression are involved at excitotoxicity. To elucidate the NF-κB dependent and -independent mechanisms in the APC-mediated cell survival, we analyzed in cortical and hippocampal neurons the effects of helenalin, a specific inhibitor of NF-κB activity, and APC on neuronal cell death and on the level of nuclear AIF, p53, caspase-3 and the apoptotic index (Bax/Bcl-2 ratio). We could demonstrate that helenalin (5 μM), like APC (1 nM), protects cultured neurons from glutamate-induced excitotoxicity. Both APC and helenalin inhibit AIF release from mitochondria and its translocation into the nucleus. They decrease the apoptotic index in neurons at excitotoxicity. However, APC, but not helenalin, reduced the glutamate-induced activation of caspase-3. Incubation of neurons with APC blocked the glutamate-induced increase in the nuclear level of p53 via NF-κB-independent pathway. Our findings demonstrate that, in the protective effect of APC in neurons at excitotoxicity, the NF-κB pathway is an important, but not the only pathway, and is significantly connected with neuronal survival at excitotoxicity.
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Affiliation(s)
- Lubov Gorbacheva
- Lomonosov Moscow State University, Department of Human & Animal Physiology, 119991 Moscow, Russia
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16
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Fragment-based Binding Efficiency Indices in Bioactive Molecular Design: A Computational Approach to BACE-1 Inhibitors. IRANIAN JOURNAL OF PHARMACEUTICAL RESEARCH : IJPR 2013; 12:423-36. [PMID: 24250649 PMCID: PMC3813291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
One of the most important targets in Alzheimer disease is Beta site amyloid precursor protein cleaving enzyme-1 (BACE-1). It is a membrane associated protein and is one of the main enzymes responsible for amyloid β (Aβ) production. Up to now, a considerable number of peptidic and non-peptidic inhibitors of BACE-1 have been developed. Recently, small molecule BACE-1 inhibitors have attracted the attention of scientists, because peptidic inhibitors have many pharmacokinetic problems. In the present study, several small molecule BACE-1 inhibitors were extracted from Brookhaven Protein Databank (PDB) and subjected to dissection analysis to achieve constructing fragments. Atom type, hybridization, and bond order were considered for generated constitutional fragments (simplified structures). AutoDock version 4.2 was applied to dock various chemical fragments into BACE-1 active site. The benefits of such studies have been well revealed in previous reports. On the basis of obtained binding affinities, fragment-based ligand efficiency (LE) indices were estimated. These theoretical binding efficiencies were applied to further elucidate the key structural features of BACE-1 inhibitors. Typical results of the study were elucidated and we suggested the ways these findings might be beneficial to guide rational bioactive molecular developments. Our study confirmed that the evaluation of ligand-receptor interactions in terms of ligand efficiency indices (binding energy per atom and pKi per MW) could be a helpful strategy in structure-based drug discovery (SBDD) strategies.
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17
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Qosa H, Abuznait AH, Hill RA, Kaddoumi A. Enhanced brain amyloid-β clearance by rifampicin and caffeine as a possible protective mechanism against Alzheimer's disease. J Alzheimers Dis 2012; 31:151-65. [PMID: 22504320 DOI: 10.3233/jad-2012-120319] [Citation(s) in RCA: 113] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Rifampicin and caffeine are widely used drugs with reported protective effect against Alzheimer's disease (AD). However, the mechanism underlying this effect is incompletely understood. In this study, we have hypothesized that enhanced amyloid-β (Aβ) clearance from the brain across the blood-brain barrier (BBB) of wild-type mice treated with rifampicin or caffeine is caused by both drugs potential to upregulate low-density lipoprotein receptor related protein-1 (LRP1) and/or P-glycoprotein (P-gp) at the BBB. Expression studies of LRP1 and P-gp in brain endothelial cells and isolated mice brain microvessels following treatment with rifampicin or caffeine demonstrated both drugs as P-gp inducers, and only rifampicin as an LRP1 inducer. Also, brain efflux index (BEI%) studies conducted on C57BL/6 mice treated with either drug to study alterations in Aβ clearance demonstrated the BEI% of Aβ in rifampicin (82.4 ± 4.3%) and caffeine (80.4 ± 4.8%) treated mice were significantly higher than those of control mice (62.4 ± 6.1%, p < 0.01). LRP1 and P-gp inhibition studies confirmed the importance of both proteins to the clearance of Aβ, and that enhanced clearance following drugs treatment was caused by LRP1 and/or P-gp upregulation at the mouse BBB. Furthermore, our results provided evidence for the presence of a yet to be identified transporter/receptor that plays significant role in Aβ clearance and is upregulated by caffeine and rifampicin. In conclusion, our results demonstrated the upregulation of LRP1 and P-gp at the BBB by rifampicin and caffeine enhanced brain Aβ clearance, and this effect could explain, at least in part, the protective effect of rifampicin and caffeine against AD.
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Affiliation(s)
- Hisham Qosa
- Department of Basic Pharmaceutical Science, College of Pharmacy, University of Louisiana at Monroe, Monroe, LA 71201, USA
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18
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Razzaghi-Asl N, Ebadi A, Edraki N, Mehdipour A, Shahabipour S, Miri R. Response surface methodology in docking study of small molecule BACE-1 inhibitors. J Mol Model 2012; 18:4567-76. [PMID: 22581101 DOI: 10.1007/s00894-012-1424-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2012] [Accepted: 04/02/2012] [Indexed: 10/28/2022]
Abstract
Computational evaluation of ligand-receptor binding via docking strategy is a well established approach in structure-based drug design. This technique has been applied frequently in developing molecules of biological interest. However, any procedure would require an optimization set up to be more efficient, economic and time-saving. Advantages of modern statistical optimization methods over conventional one-factor-at-a-time studies have been well revealed. The optimization by experimental design provides a combination of factor levels simultaneously satisfying the requirements considered for each of the responses and factors. In this study, response surface method was applied to optimize the prominent factors (number of genetic algorithm runs, population size, maximum number of evaluations, torsion degrees for ligand and number of rotatable bonds in ligand) in AutoDock4.2-based binding study of small molecule β-secretase inhibitors as anti-alzheimer agents. Results revealed that a number of rotatable bonds in ligand and maximum number of docking evaluations were determinant variables affecting docking outputs. The interference between torsion degrees for ligand and number of genetic algorithm runs for docking procedure was found to be the significant interaction term in our model. Optimized docking outputs exhibited a high correlation with experimental fluorescence resonance energy transfer-based IC₅₀s for β-secretase inhibitors (R² = 0.9133).
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Affiliation(s)
- Nima Razzaghi-Asl
- Medicinal and Natural Products Chemistry Research Center, Shiraz University of Medical Sciences, PO Box 3288-71345, Shiraz, Iran
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19
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Kataria H, Wadhwa R, Kaul SC, Kaur G. Water extract from the leaves of Withania somnifera protect RA differentiated C6 and IMR-32 cells against glutamate-induced excitotoxicity. PLoS One 2012; 7:e37080. [PMID: 22606332 PMCID: PMC3351387 DOI: 10.1371/journal.pone.0037080] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2011] [Accepted: 04/13/2012] [Indexed: 01/09/2023] Open
Abstract
Glutamate neurotoxicity has been implicated in stroke, head trauma, multiple sclerosis and neurodegenerative disorders. Search for herbal remedies that may possibly act as therapeutic agents is an active area of research to combat these diseases. The present study was designed to investigate the neuroprotective role of Withania somnifera (Ashwagandha), also known as Indian ginseng, against glutamate induced toxicity in the retinoic acid differentiated rat glioma (C6) and human neuroblastoma (IMR-32) cells. The neuroprotective activity of the Ashwagandha leaves derived water extract (ASH-WEX) was evaluated. Cell viability and the expression of glial and neuronal cell differentiation markers was examined in glutamate challenged differentiated cells with and without the presence of ASH-WEX. We demonstrate that RA-differentiated C6 and IMR-32 cells, when exposed to glutamate, undergo loss of neural network and cell death that was accompanied by increase in the stress protein HSP70. ASH-WEX pre-treatment inhibited glutamate-induced cell death and was able to revert glutamate-induced changes in HSP70 to a large extent. Furthermore, the analysis on the neuronal plasticity marker NCAM (Neural cell adhesion molecule) and its polysialylated form, PSA-NCAM revealed that ASH-WEX has therapeutic potential for prevention of neurodegeneration associated with glutamate-induced excitotoxicty.
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Affiliation(s)
- Hardeep Kataria
- Department of Biotechnology, Guru Nanak Dev University, Amritsar, India
| | - Renu Wadhwa
- National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
- * E-mail: (GK) (RW); (RW) (GK)
| | - Sunil C. Kaul
- National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
| | - Gurcharan Kaur
- Department of Biotechnology, Guru Nanak Dev University, Amritsar, India
- * E-mail: (GK) (RW); (RW) (GK)
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20
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Multiway array decomposition analysis of EEGs in Alzheimer's disease. J Neurosci Methods 2012; 207:41-50. [PMID: 22480988 DOI: 10.1016/j.jneumeth.2012.03.005] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2011] [Revised: 03/14/2012] [Accepted: 03/19/2012] [Indexed: 11/22/2022]
Abstract
Methods for the extraction of features from physiological datasets are growing needs as clinical investigations of Alzheimer's disease (AD) in large and heterogeneous population increase. General tools allowing diagnostic regardless of recording sites, such as different hospitals, are essential and if combined to inexpensive non-invasive methods could critically improve mass screening of subjects with AD. In this study, we applied two state of the art multiway array decomposition (MAD) methods to extract unique features from electroencephalograms (EEGs) of AD patients obtained from multiple sites. In comparison to MAD, spectral-spatial average filter (SSFs) of control and AD subjects were used as well as a common blind source separation method, algorithm for multiple unknown signal extraction (AMUSE), and singular value decomposition (SVD) coupled to tensor unfolding. We trained a feed-forward multilayer perceptron (MLP) to validate and optimize AD classification from two independent databases. Using a third EEG dataset, we demonstrated that features extracted from MAD outperformed features obtained from SSFs AMUSE in terms of root mean squared error (RMSE) and reaching up to 100% of accuracy in test condition. We propose that MAD maybe a useful tool to extract features for AD diagnosis offering great generalization across multi-site databases and opening doors to the discovery of new characterization of the disease.
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21
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Dhawan S, Kapil R, Singh B. Formulation development and systematic optimization of solid lipid nanoparticles of quercetin for improved brain delivery. J Pharm Pharmacol 2011; 63:342-51. [DOI: 10.1111/j.2042-7158.2010.01225.x] [Citation(s) in RCA: 113] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Abstract
Objective
This study aims at formulating solid lipid nanoparticles (SLNs) of quercetin, a natural flavonoid with established antioxidant activity, for intravenous administration in order to improve its permeation across the blood–brain barrier into the CNS, and eventually to improve the therapeutic efficacy of this molecule in Alzheimer's disease.
Methods
The SLNs of quercetin were formulated using Compritol as the lipid and Tween 80 as the surfactant through a microemulsification technique, and optimized employing a 32 central composite design (CCD). Selection of the optimized SLN formulation, using brute-force methodology and overlay plots, was based on its efficiency of entrapping quercetin inside the lipophilic core, particle size, surface charge potential and ability of the SLNs to release the entrapped drug completely. The optimized formulation was subjected to various in-vivo behavioral and biochemical studies in Wistar rats.
Key findings
The optimized formulation exhibited a particle size of less than 200 nm, 85.73% drug entrapment efficiency and a zeta potential of 21.05 mV. In all the in-vivo behavioral and biochemical experiments, the rats treated with SLN-encapsulated quercetin showed markedly better memory-retention vis-à-vis test and pure quercetin-treated rats.
Conclusions
The studies demonstrated successful targeting of the potent natural antioxidant, quercetin, to brain as a novel strategy having significant therapeutic potential to treat Alzheimer's disease.
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Affiliation(s)
- Sanju Dhawan
- University Institute of Pharmaceutical Sciences (UGC Center of Advanced Studies), Panjab University, Chandigarh, India
| | - Rishi Kapil
- University Institute of Pharmaceutical Sciences (UGC Center of Advanced Studies), Panjab University, Chandigarh, India
| | - Bhupinder Singh
- University Institute of Pharmaceutical Sciences (UGC Center of Advanced Studies), Panjab University, Chandigarh, India
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22
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Na CS, Hong SS, Choi YH, Lee YH, Hong SH, Lim JY, Kang BH, Park SY, Lee D. Neuroprotective effects of constituents of Eragrostis ferruginea against Aβ-induced toxicity in PC12 cells. Arch Pharm Res 2010; 33:999-1003. [DOI: 10.1007/s12272-010-0704-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2010] [Revised: 04/07/2010] [Accepted: 04/19/2010] [Indexed: 10/19/2022]
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23
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Pflanzner T, Janko MC, André-Dohmen B, Reuss S, Weggen S, Roebroek AJM, Kuhlmann CRW, Pietrzik CU. LRP1 mediates bidirectional transcytosis of amyloid-β across the blood-brain barrier. Neurobiol Aging 2010; 32:2323.e1-11. [PMID: 20630619 DOI: 10.1016/j.neurobiolaging.2010.05.025] [Citation(s) in RCA: 85] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2010] [Revised: 05/25/2010] [Accepted: 05/28/2010] [Indexed: 10/19/2022]
Abstract
According to the "amyloid hypothesis", the amyloid-β (Aβ) peptide is the toxic intermediate driving Alzheimer's disease (AD) pathogenesis. Recent evidence suggests that the low density lipoprotein receptor-related protein 1 (LRP1) transcytoses Aβ out of the brain across the blood-brain barrier (BBB). To provide genetic evidence for LRP1-mediated transcytosis of Aβ across the BBB we analyzed Aβ transcytosis across primary mouse brain capillary endothelial cells (pMBCECs) derived from wild-type and LRP1 knock-in mice. Here, we show that pMBCECs in vitro express functionally active LRP1. Moreover, we demonstrate that LRP1 mediates transcytosis of [(125)I]-Aβ(1-40) across pMBCECs in both directions, whereas no role for LRP1-mediated Aβ degradation was detected. Analysis of [(125)I]-Aβ(1-40) transport across pMBCECs generated from mice harboring a knock-in mutation in the NPxYxxL endocytosis/sorting domain of endogenous LRP1 revealed a reduced Aβ clearance from brain-to-blood and blood-to-brain compared with wild-type derived pMBCECs. Therefore, for the first time, we present genetic evidence that LRP1 modulates the pathogenic actions of soluble Aβ in the brain by clearing Aβ across the BBB.
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Affiliation(s)
- Thorsten Pflanzner
- Institute of Pathobiochemistry, University Medical Center of Johannes Gutenberg-University, Mainz, Germany
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24
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Manthey D, Gamerdinger M, Behl C. The selective beta1-adrenoceptor antagonist nebivolol is a potential oestrogen receptor agonist with neuroprotective abilities. Br J Pharmacol 2010; 159:1264-73. [PMID: 20128815 DOI: 10.1111/j.1476-5381.2009.00610.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND AND PURPOSE Nebivolol, a selective beta(1)-adrenoceptor antagonist mediating rapid vasodilating effects, is used clinically to treat hypertension. Recently, it was reported that nebivolol also acts as an oestrogen receptor (ER) agonist. To investigate the neuroprotective potential of oestrogens, we assessed the oestrogenic effects of nebivolol in several in vitro neuronal models. EXPERIMENTAL APPROACH Human neuroepithelioma SK-N-MC cells stably transfected with human ER alpha and beta, and mouse N2A neuroblastoma cells expressing human APP695(SWE)[N2Aswe, stably transfected with the Swedish mutation form of the Alzheimer-associated amyloid precursor protein (APPswe, K670M/N671L)] were incubated with different concentrations of nebivolol and 17beta-oestradiol (E2) for 24-48 h. ER activation was detected in a specific reporter assay, and ER-dependent gene expression was measured by quantitative real-time PCR (qRT PCR). Furthermore, cell survival rates were determined, and oxidative stress was induced by hydrogen peroxide and paraquat. Amyloid beta protein precursor (APP) processing was investigated, and the cleavage fragments sAPPalpha and Abeta were quantified via alpha-, beta- and gamma-secretase activity assays. Alterations of secretase expression levels were determined by qRT PCR. KEY RESULTS Nebivolol induces oestrogen-dependent gene transcription, and protects neuronal cells against oxidative stress even at low and physiological concentrations (10(-8) M). Moreover, nebivolol modulates processing of APP in mouse neuronal N2Aswe cells by increasing alpha-secretase activity, ultimately leading to enhanced release of soluble non-amyloidogenic sAPPalpha. CONCLUSIONS AND IMPLICATIONS We showed that nebivolol acts as ER agonist in neuronal cell lines, and suggest oestrogen-like neuroprotective effects mediated by nebivolol.
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Affiliation(s)
- D Manthey
- Department of Pathobiochemistry, University Medical Center, Johannes Gutenberg-University, Mainz, Germany
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25
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Polysaccharides from Wolfberry Antagonizes Glutamate Excitotoxicity in Rat Cortical Neurons. Cell Mol Neurobiol 2009; 29:1233-44. [DOI: 10.1007/s10571-009-9419-x] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2008] [Accepted: 05/22/2009] [Indexed: 10/20/2022]
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26
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Park YJ, Jang YM, Kwon YH. Isoflavones prevent endoplasmic reticulum stress-mediated neuronal degeneration by inhibiting tau hyperphosphorylation in SH-SY5Y cells. J Med Food 2009; 12:528-35. [PMID: 19627200 DOI: 10.1089/jmf.2008.1069] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Several studies have demonstrated a protective effect of estrogen against the risk of developing neurodegenerative diseases; however, the molecular mechanisms involved have not been fully addressed. Isoflavones have been proposed as potential alternatives to estrogen replacement therapy. Therefore, in the present study, we investigated effects of isoflavones on cell death and tau phosphorylation in SH-SY5Y human neuroblastoma cells. Cells were treated with tunicamycin (TM) to induce endoplasmic reticulum (ER) stress-mediated toxicity, which is involved in development of neurodegenerative diseases. Treatment of cells with either 17beta-estradiol or isoflavones (either genistein or daidzein) significantly protected cells against cell death. The protective effect against cell death was blocked by a specific estrogen receptor blocker, ICI 182,780, suggesting that isoflavones protect against cell death via estrogen receptor-dependent pathways. Isoflavones also suppressed ER stress as determined by decreased expressions of the immunoglobulin binding protein (BiP) mRNA, spliced X-box binding protein-1 (Xbp-1) mRNAs, and C/EBP homologous protein (CHOP). TM activated glycogen synthase kinase 3beta (GSK3beta), a kinase involved in tau phosphorylation; in contrast, isoflavones inactivated GSK3beta and decreased tau hyperphosphorylation. In conclusion, our results clearly demonstrate that isoflavones prevent ER stress-mediated neurotoxicity by inhibiting tau hyperphosphorylation in SH-SY5Y cells.
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Affiliation(s)
- Youn-Jin Park
- Department of Food and Nutrition, Seoul National University, Seoul, Republic of Korea
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27
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Aliev G, Obrenovich ME, Reddy VP, Shenk JC, Moreira PI, Nunomura A, Zhu X, Smith MA, Perry G. Antioxidant therapy in Alzheimer's disease: theory and practice. Mini Rev Med Chem 2008; 8:1395-406. [PMID: 18991755 PMCID: PMC2921812 DOI: 10.2174/138955708786369582] [Citation(s) in RCA: 101] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Alzheimer disease treatment has yet to yield a successful therapy that addresses the source of the damage found in brains. Of the varied proposed theories of AD etiology, reactive oxygen species (ROS) generation is cited as a common factor. Efforts to reduce the pathology associated with ROS via antioxidants therefore offer new hope to patients suffering from this devastative disease.
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Affiliation(s)
- Gjumrakch Aliev
- Department of Biology, University of Texas at San Antonio, San Antonio, TX 78249, USA
- Electron Microscopy Research Center, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Mark E. Obrenovich
- Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - V. Prakash Reddy
- Department of Chemistry, Missouri University of Science and Technology, Rolla, MO 65409, USA
| | - Justin C. Shenk
- Department of Biology, University of Texas at San Antonio, San Antonio, TX 78249, USA
- Electron Microscopy Research Center, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Paula I. Moreira
- Center for Neuroscience and Cell Biology of Coimbra, University of Coimbra, Coimbra, Portugal
| | - Akihiko Nunomura
- Department of Psychiatry and Neurology, Asahikawa Medical College, Asahikawa, Japan
| | - Xiongwei Zhu
- Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Mark A. Smith
- Department of Pathology, Case Western Reserve University, Cleveland, OH 44106, USA
| | - George Perry
- College of Sciences, University of Texas at San Antonio, San Antonio, TX 78249, USA
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28
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El-faramawy YA, El-banouby MH, Sergeev P, Mortagy AK, Amer MS, Abdel-tawab AM. Changes in glutamate decarboxylase enzyme activity and tau-protein phosphorylation in the hippocampus of old rats exposed to chronic mild stress: reversal with the neuronal nitric oxide synthase inhibitor 7-nitroindazole. Pharmacol Biochem Behav 2008; 91:339-44. [PMID: 18755209 DOI: 10.1016/j.pbb.2008.08.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2008] [Revised: 07/23/2008] [Accepted: 08/01/2008] [Indexed: 02/03/2023]
Abstract
Effects of chronic stress are not completely understood. They may underlie depression and dementia. This study assessed the association between chronic stress, glutamate levels, tau-protein phosphorylation, and nitric-oxide in old rats exposed to chronic mild stress (CMS). Old (>15 months) male Wistar rats were exposed to CMS. Comparison groups included old and young control rats, young CMS-exposed, and old CMS-exposed rats treated with the neuronal nitric-oxide synthase (nNOS) enzyme inhibitor, 7-nitroindazole (20 mg/kg/day i.p.). Hippocampal glutamate levels and glutamate decarboxylase (GAD) activity were determined and tau protein phosphorylation was assessed. Age was a significant (p=0.025) source of variation in glutamate level [811.71+/-218.1, 665.9+/-124.9 micromol/g tissue protein (M+/-SD) in young and old control rats, respectively]. Old rats exposed to CMS were characterized by an increased risk to develop anhedonia. There was significant (p=0.035) decrease in GAD enzyme activity (-60.06%) and increased tau protein hyperphosphorylation in old rats exposed to CMS compared to control. Administration of 7-nitroindazole to CMS-exposed old rats significantly (p=0.002) increased GAD activity, decreased glutamate levels (7.19+/-3.19 vs. 763.9+/-91 micromol/g tissue protein; p=0.0005), and decreased phosphorylation of tau proteins compared to CMS exposed rats.
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Affiliation(s)
- Yasser A El-faramawy
- Department of Geriatrics, Faculty of Medicine, Ain Shams University, Cairo, Egypt
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29
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Clement AB, Hanstein R, Schröder A, Nagel H, Endres K, Fahrenholz F, Behl C. Effects of neuron-specific ADAM10 modulation in an in vivo model of acute excitotoxic stress. Neuroscience 2008; 152:459-68. [PMID: 18276079 DOI: 10.1016/j.neuroscience.2007.10.060] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2007] [Revised: 10/10/2007] [Accepted: 10/14/2007] [Indexed: 11/29/2022]
Abstract
A disintegrin and metalloprotease (ADAM) 10 is the main candidate enzyme for the alpha-secretase processing of the amyloid precursor protein (APP). Neuron-specific ADAM10 overexpression proved beneficial in the APP[V717I] mutant Alzheimer mouse model [Postina R, Schroeder A, Dewachter I, Bohl J, Schmitt U, Kojro E, Prinzen C, Endres K, Hiemke C, Blessing M, Flamez P, Dequenne A, Godaux E, van Leuven F, Fahrenholz F (2004) A disintegrin-metalloproteinase prevents amyloid plaque formation and hippocampal defects in an Alzheimer disease mouse model. J Clin Invest 113:1456-1464]. Since Alzheimer patients have a high prevalence for epileptic seizures, we investigated the effects of ADAM10 modulation under conditions of experimentally induced epileptic seizures. In this context we also examined whether ADAM10 effects were influenced by APP levels. Therefore we compared severity of kainate-induced seizures, neurodegeneration and inflammation in double transgenic mice overexpressing functional ADAM10 or a dominant negative ADAM10 mutant in the APP[V717I] background with single transgenic ADAM10 modulated mice. Double transgenic dominant negative ADAM10dn/APP[V717I] mice suffered from stronger epileptic seizures, had a longer recovery period and showed more neurodegeneration and glial activation in the hippocampal region than double transgenic mice moderately overexpressing functional ADAM10 (ADAM10mo/APP[V717I]) and APP[V717I] mice with endogenous ADAM10 levels. This suggests that ADAM10 activity is necessary to provide neuroprotection against excitotoxicity in the APP[V717I] mouse model. Interestingly, increased expression of functional ADAM10 above the endogenous level did not correlate with a better protection against seizures and neurodegeneration. Furthermore, ADAM10 dominant negative mice without transgenic APP overexpression (ADAM10dn) were seizing for a shorter time and showed less neuronal cell death and neuroinflammation after kainate injection than wild-type mice, which shows beneficial effects of ADAM10 inhibition in context with neurodegeneration. In contrast, mice with a high ADAM10 overexpression showed more seizures and stronger neuronal damage and inflammation than wild-type mice and mice with moderate ADAM10 overexpression. Hence, additional cleavage products of ADAM10 may counterbalance the neuroprotective effect of alpha-secretase-cleaved APP in the defense against excitotoxicity. Our findings highlight the need of a careful modulation of ADAM10 activity for neuroprotection depending on substrate availability and on neurotoxic stress conditions.
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Affiliation(s)
- A B Clement
- Department of Pathobiochemistry, Johannes Gutenberg-University, Medical School, Duesbergweg 6, 55099 Mainz, Germany
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Xie Y, Deng S, Chen Z, Yan S, Landry DW. Identification of small-molecule inhibitors of the Aβ–ABAD interaction. Bioorg Med Chem Lett 2006; 16:4657-60. [PMID: 16781151 DOI: 10.1016/j.bmcl.2006.05.099] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2006] [Revised: 05/30/2006] [Accepted: 05/31/2006] [Indexed: 11/23/2022]
Abstract
The interaction of amyloid beta peptide (Abeta) and Abeta-binding alcohol dehydrogenase (ABAD) was recently implicated in the pathogenesis of Alzheimer's disease (AD). Using an ELISA-based screening assay, we identified frentizole, an FDA-approved immunosuppressive drug, as a novel inhibitor of the Abeta-ABAD interaction. Analysis of the frentizole structure-activity relationship led to identification of a novel benzothiazole urea with a 30-fold improvement in potency.
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Affiliation(s)
- Yuli Xie
- Department of Medicine, Columbia University, New York, NY 10032, USA
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31
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Verheijen JH, Huisman LGM, van Lent N, Neumann U, Paganetti P, Hack CE, Bouwman F, Lindeman J, Bollen ELEM, Hanemaaijer R. Detection of a soluble form of BACE-1 in human cerebrospinal fluid by a sensitive activity assay. Clin Chem 2006; 52:1168-74. [PMID: 16614000 DOI: 10.1373/clinchem.2006.066720] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Formation of deposits of the insoluble amyloid beta-peptide is believed to be causally related with neurodegeneration in Alzheimer disease (AD). The beta-peptide originates from a larger amyloid precursor protein (APP) by the action of proteolytic enzymes. The first proteolytic event leading to amyloid formation is the cleavage of APP by the membrane-bound aspartyl protease BACE-1, also known as memapsin-2. Inhibition of BACE-1 is thought to be a therapeutic approach to AD. Measuring BACE-1 activity in biological samples would be useful to elucidate the mechanism of AD and for development of AD drugs. METHODS We developed a sensitive and specific activity assay for BACE-1. The assay is based on a genetically engineered proenzyme that is specifically activated by BACE-1. The resulting active enzyme is measured with a chromogenic substrate. The use of 2 coupled reactions produces a detection limit as low as 0.4 pmol/L. RESULTS The assay detected BACE-1 activity in extracts of human brain tissue as well as, unexpectedly, in human cerebrospinal fluid (CSF). Gel electrophoresis and Western blotting identified the BACE-1 present in CSF as a truncated soluble form of the originally membrane-bound BACE-1. CONCLUSION Detection of the soluble form of BACE-1 in CSF, a relatively easily accessible biological fluid, may be useful for monitoring the effects of drug candidates in vivo and may have diagnostic or prognostic applications.
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Affiliation(s)
- Jan H Verheijen
- TNO Quality of Life, Biomedical Research, Leiden, The Netherlands.
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32
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Monnet-Tschudi F, Zurich MG, Boschat C, Corbaz A, Honegger P. Involvement of environmental mercury and lead in the etiology of neurodegenerative diseases. REVIEWS ON ENVIRONMENTAL HEALTH 2006; 21:105-17. [PMID: 16898674 DOI: 10.1515/reveh.2006.21.2.105] [Citation(s) in RCA: 91] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
The incidence of neurodegenerative disease like Parkinson's disease and Alzheimer's disease (AD) increases dramatically with age; only a small percentage is directly related to familial forms. The etiology of the most abundant, sporadic forms is complex and multifactorial, involving both genetic and environmental factors. Several environmental pollutants have been associated with neurodegenerative disorders. The present article focuses on results obtained in experimental neurotoxicology studies that indicate a potential pathogenic role of lead and mercury in the development of neurodegenerative diseases. Both heavy metals have been shown to interfere with a multitude of intracellular targets, thereby contributing to several pathogenic processes typical of neurodegenerative disorders, including mitochondrial dysfunction, oxidative stress, deregulation of protein turnover, and brain inflammation. Exposure to heavy metals early in development can precondition the brain for developing a neurodegenerative disease later in life. Alternatively, heavy metals can exert their adverse effects through acute neurotoxicity or through slow accumulation during prolonged periods of life. The pro-oxidant effects of heavy metals can exacerbate the age-related increase in oxidative stress that is related to the decline of the antioxidant defense systems. Brain inflammatory reactions also generate oxidative stress. Chronic inflammation can contribute to the formation of the senile plaques that are typical for AD. In accord with this view, nonsteroidal anti-inflammatory drugs and antioxidants suppress early pathogenic processes leading to Alzheimer's disease, thus decreasing the risk of developing the disease. The effects of lead and mercury were also tested in aggregating brain-cell cultures of fetal rat telencephalon, a three-dimensional brain-cell culture system. The continuous application for 10 to 50 days of non-cytotoxic concentrations of heavy metals resulted in their accumulation in brain cells and the occurrence of delayed toxic effects. When applied at non-toxic concentrations, methylmercury, the most common environmental form of mercury, becomes neurotoxic under pro-oxidant conditions. Furthermore, lead and mercury induce glial cell reactivity, a hallmark of brain inflammation. Both mercury and lead increase the expression of the amyloid precursor protein; mercury also stimulates the formation of insoluble beta-amyloid, which plays a crucial role in the pathogenesis of AD and causes oxidative stress and neurotoxicity in vitro. Taken together, a considerable body of evidence suggests that the heavy metals lead and mercury contribute to the etiology of neurodegenerative diseases and emphasizes the importance of taking preventive measures in this regard.
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Manthey D, Behl C. From structural biochemistry to expression profiling: Neuroprotective activities of estrogen. Neuroscience 2006; 138:845-50. [PMID: 16343783 DOI: 10.1016/j.neuroscience.2005.10.058] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2005] [Revised: 09/14/2005] [Accepted: 10/09/2005] [Indexed: 12/28/2022]
Abstract
Estrogens are neuromodulatory and neuroprotective hormones. Chemically, estrogens are steroid compounds and unfold most of their activities through the activation of nuclear receptors that bind to specific target genes and control their transcription. Two subtypes of estrogen receptors are known (estrogen receptor alpha and estrogen receptor beta) and they are expressed throughout the body including the CNS and in particular the brain. We employed large scale DNA-chip-analysis to display the gene expression pattern differentially regulated by both estrogen receptor subtypes in human neuronal cells. We identified different gene families regulated by estrogen receptors that complement the knowledge about the estrogen receptor target genes. Some of these genes may serve neuroprotective functions and may therefore mediate the overall neuroprotective activities of estrogens. In addition to estrogen receptor-dependent neuroprotective effects, estrogen (17beta-estradiol) itself is a compound with a phenolic structure that may display also direct and estrogen receptor-independent antioxidant activities which may be important for the defense against oxidative stress. In summary estrogen can display a wide range of neuroprotective activities through different types of mechanisms and we are only understanding part of the molecular control of these activities which may help to develop neuropreventive strategies against neurodegenerative diseases in the future.
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Affiliation(s)
- D Manthey
- Molecular Neuroprotection and Aging Research, Department of Pathobiochemistry, Johannes Gutenberg University Mainz, Medical School, Germany
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Current awareness in geriatric psychiatry. Int J Geriatr Psychiatry 2005; 20:1206-13. [PMID: 16397968 DOI: 10.1002/gps.1232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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