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Hassan M, Yasir M, Shahzadi S, Kloczkowski A. Exploration of Potential Ewing Sarcoma Drugs from FDA-Approved Pharmaceuticals through Computational Drug Repositioning, Pharmacogenomics, Molecular Docking, and MD Simulation Studies. ACS OMEGA 2022; 7:19243-19260. [PMID: 35721972 PMCID: PMC9202290 DOI: 10.1021/acsomega.2c00518] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 05/12/2022] [Indexed: 05/14/2023]
Abstract
Novel drug development is a time-consuming process with relatively high debilitating costs. To overcome this problem, computational drug repositioning approaches are being used to predict the possible therapeutic scaffolds against different diseases. In the current study, computational drug repositioning approaches were employed to fetch the promising drugs from the pool of FDA-approved drugs against Ewing sarcoma. The binding interaction patterns and conformational behaviors of screened drugs within the active region of Ewing sarcoma protein (EWS) were confirmed through molecular docking profiles. Furthermore, pharmacogenomics analysis was employed to check the possible associations of selected drugs with Ewing sarcoma genes. Moreover, the stability behavior of selected docked complexes (drugs-EWS) was checked by molecular dynamics simulations. Taken together, astemizole, sulfinpyrazone, and pranlukast exhibited a result comparable to pazopanib and can be used as a possible therapeutic agent in the treatment of Ewing sarcoma.
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Affiliation(s)
- Mubashir Hassan
- Institute
of Molecular Biology and Biotechnology, The University of Lahore, Defense Road Campus, Lahore 54590, Pakistan
- The
Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, Ohio 43205, United States
- ,
| | - Muhammad Yasir
- Institute
of Molecular Biology and Biotechnology, The University of Lahore, Defense Road Campus, Lahore 54590, Pakistan
| | - Saba Shahzadi
- Institute
of Molecular Sciences and Bioinformatics (IMSB), Nisbet Road, Lahore 52254, Pakistan
| | - Andrzej Kloczkowski
- The
Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, Ohio 43205, United States
- Department
of Pediatrics, The Ohio State University, Columbus, Ohio 43205, United States
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2
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Mechanistic insights into TNFR1/MADD death domains in Alzheimer's disease through conformational molecular dynamic analysis. Sci Rep 2021; 11:12256. [PMID: 34112868 PMCID: PMC8192743 DOI: 10.1038/s41598-021-91606-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 05/27/2021] [Indexed: 01/22/2023] Open
Abstract
Proteins are tiny players involved in the activation and deactivation of multiple signaling cascades through interactions in cells. The TNFR1 and MADD interact with each other and mediate downstream protein signaling pathways which cause neuronal cell death and Alzheimer’s disease. In the current study, a molecular docking approach was employed to explore the interactive behavior of TNFR1 and MADD proteins and their role in the activation of downstream signaling pathways. The computational sequential and structural conformational results revealed that Asp400, Arg58, Arg59 were common residues of TNFR1 and MADD which are involved in the activation of downstream signaling pathways. Aspartic acid in negatively charged residues is involved in the biosynthesis of protein. However, arginine is a positively charged residue with the potential to interact with oppositely charged amino acids. Furthermore, our molecular dynamic simulation results also ensured the stability of the backbone of TNFR1 and MADD death domains (DDs) in binding interactions. This DDs interaction mediates some conformational changes in TNFR1 which leads to the activation of mediators proteins in the cellular signaling pathways. Taken together, a better understanding of TNFR1 and MADD receptors and their activated signaling cascade may help treat Alzheimer’s disease. The death domains of TNFR1 and MADD could be used as a novel pharmacological target for the treatment of Alzheimer’s disease by inhibiting the MAPK pathway.
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3
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Liu D, de Souza JV, Ahmad A, Bronowska AK. Structure, Dynamics, and Ligand Recognition of Human-Specific CHRFAM7A (Dupα7) Nicotinic Receptor Linked to Neuropsychiatric Disorders. Int J Mol Sci 2021; 22:5466. [PMID: 34067314 PMCID: PMC8196834 DOI: 10.3390/ijms22115466] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 05/16/2021] [Accepted: 05/20/2021] [Indexed: 11/16/2022] Open
Abstract
Cholinergic α7 nicotinic receptors encoded by the CHRNA7 gene are ligand-gated ion channels directly related to memory and immunomodulation. Exons 5-7 in CHRNA7 can be duplicated and fused to exons A-E of FAR7a, resulting in a hybrid gene known as CHRFAM7A, unique to humans. Its product, denoted herein as Dupα7, is a truncated subunit where the N-terminal 146 residues of the ligand binding domain of the α7 receptor have been replaced by 27 residues from FAM7. Dupα7 negatively affects the functioning of α7 receptors associated with neurological disorders, including Alzheimer's diseases and schizophrenia. However, the stoichiometry for the α7 nicotinic receptor containing dupα7 monomers remains unknown. In this work, we developed computational models of all possible combinations of wild-type α7 and dupα7 pentamers and evaluated their stability via atomistic molecular dynamics and coarse-grain simulations. We assessed the effect of dupα7 subunits on the Ca2+ conductance using free energy calculations. We showed that receptors comprising of four or more dupα7 subunits are not stable enough to constitute a functional ion channel. We also showed that models with dupα7/α7 interfaces are more stable and are less detrimental for the ion conductance in comparison to dupα7/dupα7 interfaces. Based on these models, we used protein-protein docking to evaluate how such interfaces would interact with an antagonist, α-bungarotoxin, and amyloid Aβ42. Our findings show that the optimal stoichiometry of dupα7/α7 functional pentamers should be no more than three dupα7 monomers, in favour of a dupα7/α7 interface in comparison to a homodimer dupα7/dupα7 interface. We also showed that receptors bearing dupα7 subunits are less sensitive to Aβ42 effects, which may shed light on the translational gap reported for strategies focused on nicotinic receptors in 'Alzheimer's disease research.
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Affiliation(s)
- Danlin Liu
- Chemistry—School of Natural and Environmental Sciences, Newcastle University, Newcastle NE1 7RU, UK; (D.L.); (J.V.d.S.); (A.A.)
| | - João V. de Souza
- Chemistry—School of Natural and Environmental Sciences, Newcastle University, Newcastle NE1 7RU, UK; (D.L.); (J.V.d.S.); (A.A.)
| | - Ayaz Ahmad
- Chemistry—School of Natural and Environmental Sciences, Newcastle University, Newcastle NE1 7RU, UK; (D.L.); (J.V.d.S.); (A.A.)
| | - Agnieszka K. Bronowska
- Chemistry—School of Natural and Environmental Sciences, Newcastle University, Newcastle NE1 7RU, UK; (D.L.); (J.V.d.S.); (A.A.)
- Newcastle University Centre for Cancer, Newcastle University, Newcastle NE1 7RU, UK
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Esfandi B, Atabati M. Sequential Dihedral Angles (SDAs): A Method for Evaluating the 3D Structure of Proteins. Protein J 2021; 40:1-7. [PMID: 33442828 DOI: 10.1007/s10930-020-09961-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/31/2020] [Indexed: 11/29/2022]
Abstract
One of the most important steps in modeling three-dimensional (3D) structures of proteins is the evaluation of the constructed models. The present study suggests that the correctness of a structure may be tested by using the characteristics of sequential dihedral angles (SDAs) between adjacent alpha-carbons (Cα) in the main chains of proteins. From our studies on protein structures in the protein data bank (PDB), the SDAs between the Cα in the main chains are limited in their values. In addition, the sum of the absolute values of the three sequential dihedral angles (SDAs) can never be 0 degree. Moreover, 48 degrees is the lowest value existing for the sum of the absolute values of three sequential dihedral angles (SDAs). Thus, the SDAs between the alpha-carbons along the main chains of proteins may be a useful parameter for evaluating anomalies in protein structures.
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Affiliation(s)
- Babak Esfandi
- School of Chemistry, Damghan University, Damghan, Iran
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5
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Borroni V, Kamerbeek C, Pediconi MF, Barrantes FJ. Lovastatin Differentially Regulates α7 and α4 Neuronal Nicotinic Acetylcholine Receptor Levels in Rat Hippocampal Neurons. Molecules 2020; 25:molecules25204838. [PMID: 33092257 PMCID: PMC7587943 DOI: 10.3390/molecules25204838] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 10/15/2020] [Accepted: 10/18/2020] [Indexed: 12/21/2022] Open
Abstract
Neuronal α7 and α4β2 are the predominant nicotinic acetylcholine receptor (nAChR) subtypes found in the brain, particularly in the hippocampus. The effects of lovastatin, an inhibitor of cholesterol biosynthesis, on these two nAChRs endogenously expressed in rat hippocampal neuronal cells were evaluated in the 0.01-1 µM range. Chronic (14 days) lovastatin treatment augmented cell-surface levels of α7 and α4 nAChRs, as measured by fluorescence microscopy and radioactive ligand binding assays. This was accompanied in both cases by an increase in total protein receptor levels as determined by Western blots. At low lovastatin concentrations (10-100 nM), the increase in α4 nAChR in neurites was higher than in neuronal cell somata; the opposite occurred at higher (0.5-1 µM) lovastatin concentrations. In contrast, neurite α7 nAChRs raised more than somatic α7 nAChRs at all lovastatin concentrations tested. These results indicate that cholesterol levels homeostatically regulate α7 and α4 nAChR levels in a differential manner through mechanisms that depend on statin concentration and receptor localization. The neuroprotective pleomorphic effects of statins may act by reestablishing the homeostatic equilibrium.
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Affiliation(s)
- Virginia Borroni
- Instituto de Investigaciones Bioquímicas de Bahía Blanca, Bahía Blanca 8000, Argentina; (V.B.); (C.K.)
| | - Constanza Kamerbeek
- Instituto de Investigaciones Bioquímicas de Bahía Blanca, Bahía Blanca 8000, Argentina; (V.B.); (C.K.)
| | - María F. Pediconi
- Instituto de Investigaciones Bioquímicas de Bahía Blanca, Bahía Blanca 8000, Argentina; (V.B.); (C.K.)
| | - Francisco J. Barrantes
- Laboratory of Molecular Neurobiology, Institute for Biomedical Research, UCA–CONICET, Faculty of Medical Sciences, Catholic University of Argentina, Av. Alicia Moreau de Justo, Buenos Aires 1600 C1107AAZ, Argentina
- Correspondence:
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Verma N, Srivastava S, Malik R, Yadav JK, Goyal P, Pandey J. Computational investigation for modeling the protein-protein interaction of TasA (28-261)-TapA (33-253): a decisive process in biofilm formation by Bacillus subtilis. J Mol Model 2020; 26:226. [PMID: 32779018 DOI: 10.1007/s00894-020-04507-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 08/04/2020] [Indexed: 01/27/2023]
Abstract
Biofilms have a significant role in microbial persistence, antibiotic resistance, and chronic infections; consequently, there is a pressing need for development of novel "anti-biofilm strategies." One of the fundamental mechanisms involved in biofilm formation is protein-protein interactions of "amyloid-like proteins" (ALPs) in the extracellular matrix. Such interactions could be potential targets for development of novel anti-biofilm strategies; therefore, assessing the structural features of these interactions could be of great scientific value. Characterization of structural features the of protein-protein interaction with conventional structure biology tools including X-ray diffraction and nuclear magnetic resonance is technically challenging, expensive, and time-consuming. In contrast, modeling such interactions is time-efficient and economical, and might provide deeper understanding of structural basis of interactions. Although it is often acknowledged that molecular modeling methods have varying accuracy, their careful implementation with supplementary verification methods can provide valuable insight and directions for future studies. With this reasoning, during the present study, the protein-protein interaction of TasA(28-261)-TapA(33-253) (which is a decisive process for biofilm formation by Bacillus subtilis) was modeled using in silico approaches, viz., molecular modeling, protein-protein docking, and molecular dynamics simulations. Results obtained here identified amino acid residues present within intrinsically disordered regions of both proteins to be critical for interaction. These results were further supported with principal component analyses (PCA) and free energy landscape (FEL) analyses. Results presented here represent novel finding, and we hypothesize that amino acid residues identified during the present study could be targeted for inhibition of biofilm formation by B. subtilis.
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Affiliation(s)
- Nidhi Verma
- Department of Biotechnology, School of Life Sciences, Central University of Rajasthan - Kishangarh, Ajmer, 305817, Rajasthan, India
| | - Shubham Srivastava
- Department of Pharmacy, School of Chemical Sciences and Pharmacy, Central University of Rajasthan - Kishangarh, Ajmer, 305817, Rajasthan, India
| | - Ruchi Malik
- Department of Pharmacy, School of Chemical Sciences and Pharmacy, Central University of Rajasthan - Kishangarh, Ajmer, 305817, Rajasthan, India
| | - Jay Kant Yadav
- Department of Biotechnology, School of Life Sciences, Central University of Rajasthan - Kishangarh, Ajmer, 305817, Rajasthan, India
| | - Pankaj Goyal
- Department of Biotechnology, School of Life Sciences, Central University of Rajasthan - Kishangarh, Ajmer, 305817, Rajasthan, India
| | - Janmejay Pandey
- Department of Biotechnology, School of Life Sciences, Central University of Rajasthan - Kishangarh, Ajmer, 305817, Rajasthan, India.
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7
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He W, Tu M, Du Y, Li J, Pang Y, Dong Z. Nicotine Promotes AβPP Nonamyloidogenic Processing via RACK1-Dependent Activation of PKC in SH-SY5Y-AβPP695 Cells. J Alzheimers Dis 2020; 75:451-460. [PMID: 32250310 DOI: 10.3233/jad-200003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Accumulation of amyloid-β (Aβ) peptides, generated from amyloid-β precursor protein (AβPP) amyloidogenic processing, is one of the most salient disease hallmarks of Alzheimer's disease (AD). Nicotine is able to promote α-secretase-mediated AβPP nonamyloidogenic processing and increase the release of sAβPPα and C-terminal fragment of 83 amino acids (C83). However, the potential molecular mechanism remains elusive. OBJECTIVE The aim of the present study was to investigate the effect of nicotine on AβPP processing in SH-SY5Y cells that stably express human Swedish mutant AβPP695 (SH-SY5Y-AβPP695). METHODS The expression of AβPP and its C-terminal fragments including C99, C89, and C83, was measured in SH-SY5Y-AβPP695 cells treated with nicotine for 6 h. Protein kinase C (PKC) antagonist Ro30-8220 or agonist PMA was used to determine the role of PKC in AβPP processing. Lentivirus-mediated shRNA targeting receptor for activated C-kinase 1 (RACK1) gene was added into the media to knockdown RACK1 expression, and then AβPP processing was examined. RESULTS The results showed that 6 h of nicotine exposure increased the expression of α-secretase (ADAM10) and C83 in a dose dependent manner. While the β-secretase (BACE1), AβPP amyloidogenic processing products C89 and C99 as well as Aβ peptides (including Aβ40 and Aβ42) remained unchanged. We also found that nicotine elevated the expression of phosphorylated PKC (P-PKC) and RACK1 on the cytomembrane. PKC antagonist Ro30-8220 treatment prevented the increase of ADAM10 and C83 by nicotine. Genetic knockdown RACK1 significantly inhibited P-PKC, and consequently abolished the increase of ADAM10 and C83 by nicotine. CONCLUSION Taken together, these results indicate that nicotine effectively promotes AβPP nonamyloidogenic processing via RACK1-dependent activation of PKC in SH-SY5Y-AβPP695 cells and could be a potential molecule for AD treatment.
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Affiliation(s)
- Wenting He
- Pediatric Research Institute, Children's Hospital of Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,Chongqing Key Laboratory of Translational Medical Research in Cognitive Development and Learning and Memory Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Man Tu
- Pediatric Research Institute, Children's Hospital of Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,Chongqing Key Laboratory of Translational Medical Research in Cognitive Development and Learning and Memory Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Yehong Du
- Pediatric Research Institute, Children's Hospital of Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,Chongqing Key Laboratory of Translational Medical Research in Cognitive Development and Learning and Memory Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Junjie Li
- Pediatric Research Institute, Children's Hospital of Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,Chongqing Key Laboratory of Translational Medical Research in Cognitive Development and Learning and Memory Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Yayan Pang
- Pediatric Research Institute, Children's Hospital of Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,Chongqing Key Laboratory of Translational Medical Research in Cognitive Development and Learning and Memory Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Zhifang Dong
- Pediatric Research Institute, Children's Hospital of Chongqing Medical University, Chongqing, China.,Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,National Clinical Research Center for Child Health and Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China.,Chongqing Key Laboratory of Translational Medical Research in Cognitive Development and Learning and Memory Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China
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