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Zhang P, Tan C. Cross-Reactive Fluorescent Sensor Array for Discrimination of Amyloid Beta Aggregates. Anal Chem 2022; 94:5469-5473. [PMID: 35362962 DOI: 10.1021/acs.analchem.2c00579] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
It has been hypothesized that misfolding and misassembly of proteins into various aggregation states contribute to several neurodegenerative diseases. For instance, amyloid beta (Aβ) aggregation is considered a major factor in Alzheimer's disease pathogenesis. Herein, a fluorescent sensor array for detecting Aβ aggregates was fabricated using two probe pairs of conjugated polyelectrolytes and organic dye molecules, PPE1-Thioflavin T (ThT) and PPESO3-Nile Red (NR). Pattern recognition was achieved by linear discriminant analysis and hierarchical clustering analysis algorithms. As a result of distinguishing among monomers and three pure aggregate species, namely oligomers, protofibrils, and fibrils, the cross-reactive sensor array was also able to monitor aggregation kinetics in various aggregate forms and distinguish between on- and off- aggregate pathways. Our study provides a convenient approach for simultaneous detection of Aβ aggregates in mixtures, which may also be applied to the analysis of other disease-related proteins that are prone to aggregates.
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Affiliation(s)
- Pangmiaomiao Zhang
- State Key Laboratory of Chemical Oncogenomics, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, People's Republic of China
| | - Chunyan Tan
- State Key Laboratory of Chemical Oncogenomics, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, People's Republic of China
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Xue XJ, Wang YB, Lu P, Shang HF, She JX, Xia LX, Qian H, Huang WL. Synthesis and in Vitro Evaluation of 1,3,4-Thiadiazol-2-yl Urea Derivatives as Novel AChE Inhibitors. Chem Pharm Bull (Tokyo) 2014; 62:524-7. [DOI: 10.1248/cpb.c13-00964] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Xiao-jian Xue
- School of Pharmaceutical Sciences, Nanjing University of Technology
| | - Yu-bin Wang
- School of Pharmaceutical Sciences, Nanjing University of Technology
| | - Peng Lu
- School of Pharmaceutical Sciences, Nanjing University of Technology
| | - Hai-feng Shang
- School of Pharmaceutical Sciences, Nanjing University of Technology
| | - Jin-xiong She
- School of Pharmaceutical Sciences, Nanjing University of Technology
| | - Ling-xian Xia
- Centre of Drug Discovery, China Pharmaceutical University
| | - Hai Qian
- Centre of Drug Discovery, China Pharmaceutical University
| | - Wen-long Huang
- Centre of Drug Discovery, China Pharmaceutical University
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Valasani KR, Chaney MO, Day VW, Shidu Yan S. Acetylcholinesterase inhibitors: structure based design, synthesis, pharmacophore modeling, and virtual screening. J Chem Inf Model 2013; 53:2033-46. [PMID: 23777291 DOI: 10.1021/ci400196z] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Acetylcholinesterase (AChE) is a main drug target, and its inhibitors have demonstrated functionality in the symptomatic treatment of Alzheimer's disease (AD). In this study, a series of novel AChE inhibitors were designed and their inhibitory activity was evaluated with 2D quantitative structure-activity relationship (QSAR) studies using a training set of 20 known compounds for which IC₅₀ values had previously been determined. The QSAR model was calculated based on seven unique descriptors. Model validation was determined by predicting IC₅₀ values for a test set of 20 independent compounds with measured IC₅₀ values. A correlation analysis was carried out comparing the statistics of the measured IC₅₀ values with predicted ones. These selectivity-determining descriptors were interpreted graphically in terms of principal component analyses (PCA). A 3D pharmacophore model was also created based on the activity of the training set. In addition, absorption, distribution, metabolism, and excretion (ADME) descriptors were also determined to evaluate their pharmacokinetic properties. Finally, molecular docking of these novel molecules into the AChE binding domain indicated that three molecules (6c, 7c, and 7h) should have significantly higher affinities and solvation energies than the known standard drug donepezil. The docking studies of 2H-thiazolo[3,2-a]pyrimidines (6a-6j) and 5H-thiazolo[3,2-a] pyrimidines (7a-7j) with human AChE have demonstrated that these ligands bind to the dual sites of the enzyme. Simple and ecofriendly syntheses and diastereomeric crystallizations of 2H-thiazolo [3,2-a]pyrimidines and 5H-thiazolo[3,2-a] pyrimidines are described. The solid-state structures for the HBr salts of compounds 6a, 6e, 7a, and 7i have been determined using single-crystal X-ray diffraction techniques, and X-ray powder patterns were measured for the bulk solid remaining after solvent was removed from solutions containing 6a and 7a. These studies provide valuable insight for designing more potent and selective inhibitors for the treatment of AD.
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Affiliation(s)
- Koteswara Rao Valasani
- Department of Pharmacology & Toxicology and Higuchi Bioscience Center, School of Pharmacy, University of Kansas, Lawrence, Kansas 66047, USA
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Sjöqvist J, Linares M, Lindgren M, Norman P. Molecular dynamics effects on luminescence properties of oligothiophene derivatives: a molecular mechanics-response theory study based on the CHARMM force field and density functional theory. Phys Chem Chem Phys 2011; 13:17532-42. [PMID: 21892476 DOI: 10.1039/c1cp21252d] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
CHARMM force field parameter values for a class of oligothiophene derivatives have been derived with reference to density functional theory/B3LYP potential energy surfaces. The force field parametrization of these luminescent conjugated polyelectrolytes includes the electronic ground state as well as the strongly light absorbing first excited state. In conjunction with quantum chemical response theory calculations of transition state properties, a molecular dynamical model of the Stokes shift is obtained. The theoretical model is benchmarked against experimental data recorded at room temperature which refer to sodium salts of p-HTAA and p-FTAA with distilled water as a solvent. For p-HTAA the theoretically predicted Stokes shift of 112 nm is in good agreement with the experimental result of 124 nm, given the approximations about exciton localization that were introduced to obtain a force field for the excited state.
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Affiliation(s)
- Jonas Sjöqvist
- Department of Physics, Chemistry and Biology, Linköping University, SE-581 83 Linköping, Sweden
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Gabrielsson EO, Tybrandt K, Hammarström P, Berggren M, Nilsson KPR. Spatially controlled amyloid reactions using organic electronics. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2010; 6:2153-2161. [PMID: 20814927 DOI: 10.1002/smll.201001157] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Abnormal protein aggregates, so called amyloid fibrils, are mainly known as pathological hallmarks of a wide range of diseases, but in addition these robust well-ordered self-assembled natural nanostructures can also be utilized for creating distinct nanomaterials for bioelectronic devices. However, current methods for producing amyloid fibrils in vitro offer no spatial control. Herein, we demonstrate a new way to produce and spatially control the assembly of amyloid-like structures using an organic electronic ion pump (OEIP) to pump distinct cations to a reservoir containing a negatively charged polypeptide. The morphology and kinetics of the created proteinaceous nanomaterials depends on the ion and current used, which we leveraged to create layers incorporating different conjugated thiophene derivatives, one fluorescent (p-FTAA) and one conducting (PEDOT-S). We anticipate that this new application for the OEIP will be useful for both biological studies of amyloid assembly and fibrillogenesis as well as for creating new bioelectronic nanomaterials and devices.
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Affiliation(s)
- Erik O Gabrielsson
- Organic Electronics, ITN, Linköping University, SE-601 74 Norrköping, Sweden
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Åslund A, Sigurdson CJ, Klingstedt T, Grathwohl S, Bolmont T, Dickstein DL, Glimsdal E, Prokop S, Lindgren M, Konradsson P, Holtzman DM, Hof PR, Heppner FL, Gandy S, Jucker M, Aguzzi A, Hammarström P, Nilsson KPR. Novel pentameric thiophene derivatives for in vitro and in vivo optical imaging of a plethora of protein aggregates in cerebral amyloidoses. ACS Chem Biol 2009; 4:673-84. [PMID: 19624097 DOI: 10.1021/cb900112v] [Citation(s) in RCA: 253] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Molecular probes for selective identification of protein aggregates are important to advance our understanding of the molecular pathogenesis underlying cerebral amyloidoses. Here we report the chemical design of pentameric thiophene derivatives, denoted luminescent conjugated oligothiophenes (LCOs), which could be used for real-time visualization of cerebral protein aggregates in transgenic mouse models of neurodegenerative diseases by multiphoton microscopy. One of the LCOs, p-FTAA, could be utilized for ex vivo spectral assignment of distinct prion deposits from two mouse-adapted prion strains. p-FTAA also revealed staining of transient soluble pre-fibrillar non-thioflavinophilic Abeta-assemblies during in vitro fibrillation of Abeta peptides. In brain tissue samples, Abeta deposits and neurofibrillary tangles (NFTs) were readily identified by a strong fluorescence from p-FTAA and the LCO staining showed complete co-localization with conventional antibodies (6E10 and AT8). In addition, a patchy islet-like staining of individual Abeta plaque was unveiled by the anti-oligomer A11 antibody during co-staining with p-FTAA. The major hallmarks of Alzheimer's disease, namely, Abeta aggregates versus NFTs, could also be distinguished because of distinct emission spectra from p-FTAA. Overall, we demonstrate that LCOs can be utilized as powerful practical research tools for studying protein aggregation diseases and facilitate the study of amyloid origin, evolution and maturation, Abeta-tau interactions, and pathogenesis both ex vivo and in vivo.
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Affiliation(s)
- Andreas Åslund
- Department of Chemistry, IFM, Linköping University, SE-581 83 Linköping, Sweden
| | - Christina J. Sigurdson
- Institute of Neuropathology, Department of Pathology, Universitätsspital Zürich, Schmelzbergstrasse 12, CH-8091 Zürich, Switzerland
| | - Therése Klingstedt
- Department of Chemistry, IFM, Linköping University, SE-581 83 Linköping, Sweden
| | - Stefan Grathwohl
- Department of Cellular Neurology, Hertie-Institute for Clinical Brain Research, University of Tuebingen, D-72076 Tuebingen, Germany
| | - Tristan Bolmont
- Department of Cellular Neurology, Hertie-Institute for Clinical Brain Research, University of Tuebingen, D-72076 Tuebingen, Germany
| | - Dara L. Dickstein
- Department of Neuroscience, Mount Sinai School of Medicine, New York, New York 10029
- Alzheimer’s Disease Research Center, Mount Sinai School of Medicine, New York, New York 10029
| | - Eirik Glimsdal
- Department of Physics, Norwegian University of Science and Technology, N-7491 Trondheim, Norway
| | - Stefan Prokop
- Department of Neuropathology, Charité-Universitätsmedizin Berlin, D-13353 Berlin, Germany
| | - Mikael Lindgren
- Department of Physics, Norwegian University of Science and Technology, N-7491 Trondheim, Norway
| | - Peter Konradsson
- Department of Chemistry, IFM, Linköping University, SE-581 83 Linköping, Sweden
| | - David M. Holtzman
- Department of Neurology, Alzheimer’s Disease Research Center, Washington University, St. Louis, Missouri 63110
| | - Patrick R. Hof
- Department of Neuroscience, Mount Sinai School of Medicine, New York, New York 10029
- Alzheimer’s Disease Research Center, Mount Sinai School of Medicine, New York, New York 10029
| | - Frank L. Heppner
- Department of Neuropathology, Charité-Universitätsmedizin Berlin, D-13353 Berlin, Germany
| | - Samuel Gandy
- Alzheimer’s Disease Research Center, Mount Sinai School of Medicine, New York, New York 10029
- Departments of Neurology and Psychiatry, Mount Sinai School of Medicine, New York, New York 10029
| | - Mathias Jucker
- Department of Cellular Neurology, Hertie-Institute for Clinical Brain Research, University of Tuebingen, D-72076 Tuebingen, Germany
| | - Adriano Aguzzi
- Institute of Neuropathology, Department of Pathology, Universitätsspital Zürich, Schmelzbergstrasse 12, CH-8091 Zürich, Switzerland
| | - Per Hammarström
- Department of Chemistry, IFM, Linköping University, SE-581 83 Linköping, Sweden
| | - K. Peter R. Nilsson
- Department of Chemistry, IFM, Linköping University, SE-581 83 Linköping, Sweden
- Institute of Neuropathology, Department of Pathology, Universitätsspital Zürich, Schmelzbergstrasse 12, CH-8091 Zürich, Switzerland
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