1
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Viswan NA, Bhalla US. Understanding molecular signaling cascades in neural disease using multi-resolution models. Curr Opin Neurobiol 2023; 83:102808. [PMID: 37972535 DOI: 10.1016/j.conb.2023.102808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 10/10/2023] [Accepted: 10/19/2023] [Indexed: 11/19/2023]
Abstract
If the genome defines the program for the operations of a cell, signaling networks execute it. These cascades of chemical, cell-biological, structural, and trafficking events span milliseconds (e.g., synaptic release) to potentially a lifetime (e.g., stabilization of dendritic spines). In principle almost every aspect of neuronal function, particularly at the synapse, depends on signaling. Thus dysfunction of these cascades, whether through mutations, local dysregulation, or infection, leads to disease. The sheer complexity of these pathways is matched by the range of diseases and the diversity of their phenotypes. In this review, we discuss how to build computational models, how these models are essential to tackle this complexity, and the benefits of using families of models at different levels of detail to understand signaling in health and disease.
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Affiliation(s)
- Nisha Ann Viswan
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bellary Road, Bengaluru, 560065, India; The University of Trans-Disciplinary Health Sciences and Technology, Bangalore, India. https://twitter.com/nishanna
| | - Upinder Singh Bhalla
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bellary Road, Bengaluru, 560065, India.
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2
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Review on the interactions between dopamine metabolites and α-Synuclein in causing Parkinson's disease. Neurochem Int 2023; 162:105461. [PMID: 36460239 DOI: 10.1016/j.neuint.2022.105461] [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: 08/12/2022] [Revised: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 12/05/2022]
Abstract
Parkinson's disease (PD) is characterized by an abnormal post-translational modifications (PTM) in amino acid sequence and aggregation of alpha-synuclein (α-Syn) protein. It is generally believed that dopamine (DA) metabolite in dopaminergic (DAergic) neurons promotes the aggregation of toxic α-Syn oligomers and protofibrils, whereas DA inhibits the formation of toxic fibers and even degrades the toxic fibers. Therefore, the study on interaction between DA metabolites and α-Syn oligomers is one of the current hot topics in neuroscience, because this effect may have direct relevance to the selective DAergic neuron loss in PD. Several mechanisms have been reported for DA metabolites induced α-Syn oligomers viz. i) The reactive oxygen species (ROS) released during the auto-oxidation or enzymatic oxidation of DA changes the structure of α-Syn by the oxidation of amino acid residue leading to misfolding, ii) The oxidized DA metabolites directly interact with α-Syn through covalent or non-covalent bonding leading to the formation of oligomers, iii) DA interacts with lipid or autophagy related proteins to decreases the degradation efficiency of α-Syn aggregates. However, there is no clear-cut mechanism proposed for the interaction between DA and α-Syn. However, it is believed that the lysine (Lys) side chain of α-Syn sequence is the initial trigger site for the oligomer formation. Herein, we review different chemical mechanism involved during the interaction of Lys side chain of α-Syn with DA metabolites such as dopamine-o-quinone (DAQ), dopamine-chrome (DAC), dopamine-aldehyde (DOPAL) and neuromelanin. This review also provides the promotive effect of divalent Cu2+ ions on DA metabolites induced α-Syn oligomers and its inhibition effect by antioxidant glutathione (GSH).
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3
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Ellagic Acid and Its Anti-Aging Effects on Central Nervous System. Int J Mol Sci 2022; 23:ijms231810937. [PMID: 36142849 PMCID: PMC9502104 DOI: 10.3390/ijms231810937] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 09/09/2022] [Accepted: 09/10/2022] [Indexed: 11/25/2022] Open
Abstract
Aging is an unavoidable biological process that leads to the decline of human function and the reduction in people’s quality of life. Demand for anti-aging medicines has become very urgent. Many studies have shown that ellagic acid (EA), a phenolic compound widely distributed in dicotyledonous plants, has powerful anti-inflammation and antioxidant properties. Moreover, it has been demonstrated that EA can enhance neuronal viability, reduce neuronal defects, and alleviate damage in neurodegenerative diseases such as Alzheimer’s disease, Parkinson’s disease, and cerebral ischemia. This paper reviews the biochemical functions and neuroprotective effects of EA, showing the clinical value of its application.
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4
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Kuznetsov IA, Kuznetsov AV. Bidirectional, unlike unidirectional transport, allows transporting axonal cargos against their concentration gradient. J Theor Biol 2022; 546:111161. [DOI: 10.1016/j.jtbi.2022.111161] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 05/04/2022] [Accepted: 05/06/2022] [Indexed: 11/25/2022]
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5
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Wang X, Yin Z, Meng X, Yang D, Meng H, Liao C, Wei L, Chen Y, Yang X, Han J, Duan Y, Zhang S. Daidzein alleviates neuronal damage and oxidative stress via GSK3β/Nrf2 pathway in mice. J Funct Foods 2022. [DOI: 10.1016/j.jff.2022.105060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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6
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Kuznetsov IA, Kuznetsov AV. Can the lack of fibrillar form of alpha-synuclein in Lewy bodies be explained by its catalytic activity? Math Biosci 2022; 344:108754. [PMID: 34890628 PMCID: PMC8882444 DOI: 10.1016/j.mbs.2021.108754] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 10/22/2021] [Accepted: 10/25/2021] [Indexed: 02/03/2023]
Abstract
Finding the causative pathophysiological mechanisms for Parkinson's disease (PD) is important for developing therapeutic interventions. Until recently, it was believed that Lewy bodies (LBs), the hallmark of PD, are mostly composed of alpha-synuclein (α-syn) fibrils. Recent results (Shahmoradian et al. (2019)) demonstrated that the fibrillar form of α-syn is lacking from LBs. Here we propose that this surprising observation can be explained by the catalytic activity of the fibrillar form of α-syn. We assumed that α-syn fibrils catalyze the formation of LBs, but do not become part of them. We developed a mathematical model based on this hypothesis. By using the developed model, we investigated the consequences of this hypothesis. In particular, the model suggests that the long incubation time of PD can be explained by a two-step aggregation process that leads to its development: (i) aggregation of monomeric α-syn into α-syn oligomers and fibrils and (ii) clustering of membrane-bound organelles, which may cause disruption of axonal trafficking and lead to neuron starvation and death. The model shows that decreasing the rate of destruction of α-syn aggregates in somatic lysosomes accelerates the formation of LBs. Another consequence of the model is the prediction that removing α-syn aggregates from the brain after the aggregation of membrane-bound organelles into LBs has started may not stop the progression of PD because LB formation is an autocatalytic process; hence, the formation of LBs will be catalyzed by aggregates of membrane-bound organelles even in the absence of α-syn aggregates. The performed sensitivity study made it possible to establish the hierarchy of model parameters with respect to their effect on the formation of vesicle aggregates in the soma.
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Affiliation(s)
- Ivan A Kuznetsov
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Andrey V Kuznetsov
- Department of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC 27695-7910, USA.
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7
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Gandelman M, Dansithong W, Kales SC, Paul S, Maag G, Aoyama E, Zakharov A, Rai G, Dexheimer T, Whitehill BM, Sun H, Jadhav A, Simeonov A, Henderson MJ, Huynh DP, Pulst SM, Scoles DR. The AKT modulator A-443654 reduces α-synuclein expression and normalizes ER stress and autophagy. J Biol Chem 2021; 297:101191. [PMID: 34520759 PMCID: PMC8482485 DOI: 10.1016/j.jbc.2021.101191] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 08/30/2021] [Accepted: 09/09/2021] [Indexed: 11/23/2022] Open
Abstract
Accumulation of α-synuclein is a main underlying pathological feature of Parkinson's disease and α-synucleinopathies, for which lowering expression of the α-synuclein gene (SNCA) is a potential therapeutic avenue. Using a cell-based luciferase reporter of SNCA expression we performed a quantitative high-throughput screen of 155,885 compounds and identified A-443654, an inhibitor of the multiple functional kinase AKT, as a potent inhibitor of SNCA. HEK-293 cells with CAG repeat expanded ATXN2 (ATXN2-Q58 cells) have increased levels of α-synuclein. We found that A-443654 normalized levels of both SNCA mRNA and α-synuclein monomers and oligomers in ATXN2-Q58 cells. A-443654 also normalized levels of α-synuclein in fibroblasts and iPSC-derived dopaminergic neurons from a patient carrying a triplication of the SNCA gene. Analysis of autophagy and endoplasmic reticulum stress markers showed that A-443654 successfully prevented α-synuclein toxicity and restored cell function in ATXN2-Q58 cells, normalizing the levels of mTOR, LC3-II, p62, STAU1, BiP, and CHOP. A-443654 also decreased the expression of DCLK1, an inhibitor of α-synuclein lysosomal degradation. Our study identifies A-443654 and AKT inhibition as a potential strategy for reducing SNCA expression and treating Parkinson's disease pathology.
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Affiliation(s)
- Mandi Gandelman
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | | | - Stephen C Kales
- Department of Neurology, National Center for Advancing Translational Sciences (NCATS), Rockville, Maryland, USA
| | - Sharan Paul
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Gentrie Maag
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Erika Aoyama
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Alexey Zakharov
- Department of Neurology, National Center for Advancing Translational Sciences (NCATS), Rockville, Maryland, USA
| | - Ganesha Rai
- Department of Neurology, National Center for Advancing Translational Sciences (NCATS), Rockville, Maryland, USA
| | - Thomas Dexheimer
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan, USA
| | - Brooke M Whitehill
- Department of Neurology, National Center for Advancing Translational Sciences (NCATS), Rockville, Maryland, USA
| | - Hongmao Sun
- Department of Neurology, National Center for Advancing Translational Sciences (NCATS), Rockville, Maryland, USA
| | - Ajit Jadhav
- Department of Neurology, National Center for Advancing Translational Sciences (NCATS), Rockville, Maryland, USA
| | - Anton Simeonov
- Department of Neurology, National Center for Advancing Translational Sciences (NCATS), Rockville, Maryland, USA
| | - Mark J Henderson
- Department of Neurology, National Center for Advancing Translational Sciences (NCATS), Rockville, Maryland, USA
| | - Duong P Huynh
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Stefan M Pulst
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Daniel R Scoles
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA.
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8
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Woo J, Cho H, Seol Y, Kim SH, Park C, Yousefian-Jazi A, Hyeon SJ, Lee J, Ryu H. Power Failure of Mitochondria and Oxidative Stress in Neurodegeneration and Its Computational Models. Antioxidants (Basel) 2021; 10:antiox10020229. [PMID: 33546471 PMCID: PMC7913624 DOI: 10.3390/antiox10020229] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/25/2021] [Accepted: 01/28/2021] [Indexed: 02/07/2023] Open
Abstract
The brain needs more energy than other organs in the body. Mitochondria are the generator of vital power in the living organism. Not only do mitochondria sense signals from the outside of a cell, but they also orchestrate the cascade of subcellular events by supplying adenosine-5′-triphosphate (ATP), the biochemical energy. It is known that impaired mitochondrial function and oxidative stress contribute or lead to neuronal damage and degeneration of the brain. This mini-review focuses on addressing how mitochondrial dysfunction and oxidative stress are associated with the pathogenesis of neurodegenerative disorders including Alzheimer’s disease, amyotrophic lateral sclerosis, Huntington’s disease, and Parkinson’s disease. In addition, we discuss state-of-the-art computational models of mitochondrial functions in relation to oxidative stress and neurodegeneration. Together, a better understanding of brain disease-specific mitochondrial dysfunction and oxidative stress can pave the way to developing antioxidant therapeutic strategies to ameliorate neuronal activity and prevent neurodegeneration.
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Affiliation(s)
- JunHyuk Woo
- Brain Science Institute, Korea Institute of Science and Technology, Seoul 02792, Korea; (J.W.); (H.C.); (Y.S.); (S.H.K.); (C.P.); (A.Y.-J.); (S.J.H.)
- Department of Physics and Astronomy and Center for Theoretical Physics, Seoul National University, Seoul 08826, Korea
| | - Hyesun Cho
- Brain Science Institute, Korea Institute of Science and Technology, Seoul 02792, Korea; (J.W.); (H.C.); (Y.S.); (S.H.K.); (C.P.); (A.Y.-J.); (S.J.H.)
| | - YunHee Seol
- Brain Science Institute, Korea Institute of Science and Technology, Seoul 02792, Korea; (J.W.); (H.C.); (Y.S.); (S.H.K.); (C.P.); (A.Y.-J.); (S.J.H.)
| | - Soon Ho Kim
- Brain Science Institute, Korea Institute of Science and Technology, Seoul 02792, Korea; (J.W.); (H.C.); (Y.S.); (S.H.K.); (C.P.); (A.Y.-J.); (S.J.H.)
| | - Chanhyeok Park
- Brain Science Institute, Korea Institute of Science and Technology, Seoul 02792, Korea; (J.W.); (H.C.); (Y.S.); (S.H.K.); (C.P.); (A.Y.-J.); (S.J.H.)
| | - Ali Yousefian-Jazi
- Brain Science Institute, Korea Institute of Science and Technology, Seoul 02792, Korea; (J.W.); (H.C.); (Y.S.); (S.H.K.); (C.P.); (A.Y.-J.); (S.J.H.)
| | - Seung Jae Hyeon
- Brain Science Institute, Korea Institute of Science and Technology, Seoul 02792, Korea; (J.W.); (H.C.); (Y.S.); (S.H.K.); (C.P.); (A.Y.-J.); (S.J.H.)
| | - Junghee Lee
- Department of Neurology, Boston University Alzheimer’s Disease Center, Boston University School of Medicine, Boston, MA 02118, USA;
- VA Boston Healthcare System, Boston, MA 02130, USA
| | - Hoon Ryu
- Brain Science Institute, Korea Institute of Science and Technology, Seoul 02792, Korea; (J.W.); (H.C.); (Y.S.); (S.H.K.); (C.P.); (A.Y.-J.); (S.J.H.)
- Department of Neurology, Boston University Alzheimer’s Disease Center, Boston University School of Medicine, Boston, MA 02118, USA;
- Correspondence:
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9
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Ellagic Acid Protects Dopamine Neurons via Inhibition of NLRP3 Inflammasome Activation in Microglia. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2020; 2020:2963540. [PMID: 33294118 PMCID: PMC7690998 DOI: 10.1155/2020/2963540] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 09/20/2020] [Accepted: 11/05/2020] [Indexed: 12/19/2022]
Abstract
Neuroinflammation plays a crucial role in the pathological process of Parkinson's disease (PD). Nod-like receptor protein 3 (NLRP3) inflammasome was highly located in microglia and involved in the process of neuroinflammation. Activation of the NLRP3 inflammasome has been confirmed to contribute to the progression of PD. Thus, inhibition of NLRP3 inflammasome activation could be an important breakthrough point on PD therapy. Ellagic acid (EA) is a natural polyphenol that has been widely found in soft fruits, nuts, and other plant tissues with anti-inflammatory, antioxidant, and neuroprotective properties. However, the mechanisms underlying EA-mediated anti-inflammation and neuroprotection have not been fully elucidated. In this study, a lipopolysaccharide- (LPS-) induced rat dopamine (DA) neuronal damage model was performed to determine the effects of EA on the protection of DA neurons. In addition, the DA neuronal MN9D cell line and microglial BV-2 cell line were employed to explore whether EA-mediated neuroprotection was through an NLRP3-dependent mechanism. Results indicated that EA ameliorated LPS-induced DA neuronal loss in the rat substantia nigra. Further, inhibition of microglial NLRP3 inflammasome signaling activation was involved in EA-generated neuroprotection, as evidenced by the following observations. First, EA reduced NLRP3 inflammasome signaling activation in microglia and subsequent proinflammatory cytokines' excretion. Second, EA-mediated antineuroinflammation and further DA neuroprotection from LPS-induced neurotoxicity were not shown upon microglial NLRP3 siRNA treatment. In conclusion, this study demonstrated that EA has a profound effect on protecting DA neurons against LPS-induced neurotoxicity via the suppression of microglial NLRP3 inflammasome activation.
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Gordleeva S, Kanakov O, Ivanchenko M, Zaikin A, Franceschi C. Brain aging and garbage cleaning : Modelling the role of sleep, glymphatic system, and microglia senescence in the propagation of inflammaging. Semin Immunopathol 2020; 42:647-665. [PMID: 33034735 DOI: 10.1007/s00281-020-00816-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 07/30/2020] [Indexed: 01/01/2023]
Abstract
Brain aging is a complex process involving many functions of our body and described by the interplay of a sleep pattern and changes in the metabolic waste concentration regulated by the microglial function and the glymphatic system. We review the existing modelling approaches to this topic and derive a novel mathematical model to describe the crosstalk between these components within the conceptual framework of inflammaging. Analysis of the model gives insight into the dynamics of garbage concentration and linked microglial senescence process resulting from a normal or disrupted sleep pattern, hence, explaining an underlying mechanism behind healthy or unhealthy brain aging. The model incorporates accumulation and elimination of garbage, induction of glial activation by garbage, and glial senescence by over-activation, as well as the production of pro-inflammatory molecules by their senescence-associated secretory phenotype (SASP). Assuming that insufficient sleep leads to the increase of garbage concentration and promotes senescence, the model predicts that if the accumulation of senescent glia overcomes an inflammaging threshold, further progression of senescence becomes unstoppable even if a normal sleep pattern is restored. Inverting this process by "rejuvenating the brain" is only possible via a reset of concentration of senescent glia below this threshold. Our model approach enables analysis of space-time dynamics of senescence, and in this way, we show that heterogeneous patterns of inflammation will accelerate the propagation of senescence profile through a network, confirming a negative effect of heterogeneity.
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Affiliation(s)
- Susanna Gordleeva
- Laboratory of Systems Medicine of Healthy Aging, Lobachevsky Univeristy, Nizhny Novgorod, Russia.
- Neuroscience and Cognitive Technology Laboratory, Center for Technologies in Robotics and Mechatronics Components, Innopolis University, Innopolis, Russia.
| | - Oleg Kanakov
- Laboratory of Systems Medicine of Healthy Aging, Lobachevsky Univeristy, Nizhny Novgorod, Russia
| | - Mikhail Ivanchenko
- Laboratory of Systems Medicine of Healthy Aging, Lobachevsky Univeristy, Nizhny Novgorod, Russia
| | - Alexey Zaikin
- Laboratory of Systems Medicine of Healthy Aging, Lobachevsky Univeristy, Nizhny Novgorod, Russia
- Institute for Women's Health and Department of Mathematics, University College London, London, UK
- Centre for Analysis of Complex Systems, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Claudio Franceschi
- Laboratory of Systems Medicine of Healthy Aging, Lobachevsky Univeristy, Nizhny Novgorod, Russia
- Department of Experimental Pathology, University of Bologna, Bologna, Italy
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11
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Abstract
In this chapter we consider in silico modeling of diseases starting from some simple to some complex (and mathematical) concepts. Examples and applications of in silico modeling for some important categories of diseases (such as for cancers, infectious diseases, and neuronal diseases) are also given.
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Bakshi S, Chelliah V, Chen C, van der Graaf PH. Mathematical Biology Models of Parkinson's Disease. CPT Pharmacometrics Syst Pharmacol 2019; 8:77-86. [PMID: 30358157 PMCID: PMC6389348 DOI: 10.1002/psp4.12362] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Accepted: 09/19/2018] [Indexed: 12/27/2022] Open
Abstract
Parkinsons disease (PD) is a progressive neurodegenerative disease with substantial and growing socio-economic burden. In this multifactorial disease, aging, environmental, and genetic factors contribute to neurodegeneration and dopamine (DA) deficiency in the brain. Treatments aimed at DA restoration provide symptomatic relief, however, no disease modifying treatments are available, and PD remains incurable to date. Mathematical modeling can help understand such complex multifactorial neurological diseases. We review mathematical modeling efforts in PD with a focus on mechanistic models of pathogenic processes. We consider models of α-synuclein (Asyn) aggregation, feedbacks among Asyn, DA, and mitochondria and proteolytic systems, as well as pathology propagation through the brain. We hope that critical understanding of existing literature will pave the way to the development of quantitative systems pharmacology models to aid PD drug discovery and development.
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Affiliation(s)
- Suruchi Bakshi
- Certara QSPBredaThe Netherlands
- Systems Biomedicine and PharmacologyLeiden Academic Centre for Drug Research (LACDR)Leiden UniversityLeidenThe Netherlands
| | | | - Chao Chen
- Clinical Pharmacology Modelling & SimulationGlaxoSmithKlineUxbridgeUK
| | - Piet H. van der Graaf
- Systems Biomedicine and PharmacologyLeiden Academic Centre for Drug Research (LACDR)Leiden UniversityLeidenThe Netherlands
- Certara QSPCanterbury
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13
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Mc Auley MT, Guimera AM, Hodgson D, Mcdonald N, Mooney KM, Morgan AE, Proctor CJ. Modelling the molecular mechanisms of aging. Biosci Rep 2017; 37:BSR20160177. [PMID: 28096317 PMCID: PMC5322748 DOI: 10.1042/bsr20160177] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Revised: 12/15/2016] [Accepted: 01/16/2017] [Indexed: 01/09/2023] Open
Abstract
The aging process is driven at the cellular level by random molecular damage that slowly accumulates with age. Although cells possess mechanisms to repair or remove damage, they are not 100% efficient and their efficiency declines with age. There are many molecular mechanisms involved and exogenous factors such as stress also contribute to the aging process. The complexity of the aging process has stimulated the use of computational modelling in order to increase our understanding of the system, test hypotheses and make testable predictions. As many different mechanisms are involved, a wide range of models have been developed. This paper gives an overview of the types of models that have been developed, the range of tools used, modelling standards and discusses many specific examples of models that have been grouped according to the main mechanisms that they address. We conclude by discussing the opportunities and challenges for future modelling in this field.
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Affiliation(s)
- Mark T Mc Auley
- Faculty of Science and Engineering, University of Chester, Chester, U.K
| | - Alvaro Martinez Guimera
- MRC/Arthritis Research UK Centre for Musculoskeletal Ageing (CIMA), Newcastle University, Newcastle upon Tyne, Ormskirk, U.K
- Institute for Cell and Molecular Biosciences, Newcastle University, Newcastle upon Tyne, U.K
| | - David Hodgson
- MRC/Arthritis Research UK Centre for Musculoskeletal Ageing (CIMA), Newcastle University, Newcastle upon Tyne, Ormskirk, U.K
- Musculoskeletal Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, U.K
| | - Neil Mcdonald
- MRC/Arthritis Research UK Centre for Musculoskeletal Ageing (CIMA), Newcastle University, Newcastle upon Tyne, Ormskirk, U.K
- Institute for Cell and Molecular Biosciences, Newcastle University, Newcastle upon Tyne, U.K
| | | | - Amy E Morgan
- Faculty of Science and Engineering, University of Chester, Chester, U.K
| | - Carole J Proctor
- MRC/Arthritis Research UK Centre for Musculoskeletal Ageing (CIMA), Newcastle University, Newcastle upon Tyne, Ormskirk, U.K.
- Musculoskeletal Research Group, Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, U.K
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14
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Lloret‐Villas A, Varusai TM, Juty N, Laibe C, Le NovÈre N, Hermjakob H, Chelliah V. The Impact of Mathematical Modeling in Understanding the Mechanisms Underlying Neurodegeneration: Evolving Dimensions and Future Directions. CPT Pharmacometrics Syst Pharmacol 2017; 6:73-86. [PMID: 28063254 PMCID: PMC5321808 DOI: 10.1002/psp4.12155] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 10/14/2016] [Accepted: 10/30/2016] [Indexed: 12/14/2022] Open
Abstract
Neurodegenerative diseases are a heterogeneous group of disorders that are characterized by the progressive dysfunction and loss of neurons. Here, we distil and discuss the current state of modeling in the area of neurodegeneration, and objectively compare the gaps between existing clinical knowledge and the mechanistic understanding of the major pathological processes implicated in neurodegenerative disorders. We also discuss new directions in the field of neurodegeneration that hold potential for furthering therapeutic interventions and strategies.
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Affiliation(s)
- A Lloret‐Villas
- European Bioinformatics Institute (EMBL‐EBI), European Molecular Biology LaboratoryWellcome Trust Genome Campus, HinxtonCambridgeUK
| | - TM Varusai
- European Bioinformatics Institute (EMBL‐EBI), European Molecular Biology LaboratoryWellcome Trust Genome Campus, HinxtonCambridgeUK
| | - N Juty
- European Bioinformatics Institute (EMBL‐EBI), European Molecular Biology LaboratoryWellcome Trust Genome Campus, HinxtonCambridgeUK
| | - C Laibe
- European Bioinformatics Institute (EMBL‐EBI), European Molecular Biology LaboratoryWellcome Trust Genome Campus, HinxtonCambridgeUK
| | - N Le NovÈre
- Babraham Institute, Babraham Research CampusCambridgeUK
| | - H Hermjakob
- European Bioinformatics Institute (EMBL‐EBI), European Molecular Biology LaboratoryWellcome Trust Genome Campus, HinxtonCambridgeUK
| | - V Chelliah
- European Bioinformatics Institute (EMBL‐EBI), European Molecular Biology LaboratoryWellcome Trust Genome Campus, HinxtonCambridgeUK
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15
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Jiang T, Sun Q, Chen S. Oxidative stress: A major pathogenesis and potential therapeutic target of antioxidative agents in Parkinson's disease and Alzheimer's disease. Prog Neurobiol 2016; 147:1-19. [PMID: 27769868 DOI: 10.1016/j.pneurobio.2016.07.005] [Citation(s) in RCA: 425] [Impact Index Per Article: 53.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Revised: 06/19/2016] [Accepted: 07/11/2016] [Indexed: 12/14/2022]
Abstract
Oxidative stress reflects an imbalance between the overproduction and incorporation of free radicals and the dynamic ability of a biosystem to detoxify reactive intermediates. Free radicals produced by oxidative stress are one of the common features in several experimental models of diseases. Free radicals affect both the structure and function of neural cells, and contribute to a wide range of neurodegenerative diseases, including Parkinson's disease and Alzheimer's disease. Although the precise mechanisms that result in the degeneration of neurons and the relevant pathological changes remain unclear, the crucial role of oxidative stress in the pathogenesis of neurodegenerative diseases is associated with several proteins (such as α-synuclein, DJ-1, Amyloid β and tau protein) and some signaling pathways (such as extracellular regulated protein kinases, phosphoinositide 3-kinase/Protein Kinase B pathway and extracellular signal-regulated kinases 1/2) that are tightly associated with the neural damage. In this review, we present evidence, gathered over the last decade, concerning a variety of pathogenic proteins, their important signaling pathways and pathogenic mechanisms associated with oxidative stress in Parkinson's disease and Alzheimer's disease. Proper control and regulation of these proteins' functions and the related signaling pathways may be a promising therapeutic approach to the patients. We also emphasizes antioxidative options, including some new neuroprotective agents that eliminate excess reactive oxygen species efficiently and have a certain therapeutic effect; however, controversy surrounds some of them in terms of the dose and length of therapy. These agents require further investigation by clinical application in patients suffering Parkinson's disease and Alzheimer's disease.
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Affiliation(s)
- Tianfang Jiang
- Department of Neurology, Institute of Neurology and the Collaborative Innovation Center for Brain Science, Rui Jin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Qian Sun
- Department of Neurology, Institute of Neurology and the Collaborative Innovation Center for Brain Science, Rui Jin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Shengdi Chen
- Department of Neurology, Institute of Neurology and the Collaborative Innovation Center for Brain Science, Rui Jin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; Laboratory of Neurodegenerative Diseases, Institute of Health Science, Shanghai Institutes for Biological Sciences, Chinese Academy of Science & Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
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Dansithong W, Paul S, Scoles DR, Pulst SM, Huynh DP. Generation of SNCA Cell Models Using Zinc Finger Nuclease (ZFN) Technology for Efficient High-Throughput Drug Screening. PLoS One 2015; 10:e0136930. [PMID: 26317803 PMCID: PMC4552753 DOI: 10.1371/journal.pone.0136930] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Accepted: 08/10/2015] [Indexed: 12/17/2022] Open
Abstract
Parkinson's disease (PD) is a progressive neurodegenerative disorder caused by loss of dopaminergic neurons of the substantia nigra. The hallmark of PD is the appearance of neuronal protein aggregations known as Lewy bodies and Lewy neurites, of which α-synuclein forms a major component. Familial PD is rare and is associated with missense mutations of the SNCA gene or increases in gene copy number resulting in SNCA overexpression. This suggests that lowering SNCA expression could be therapeutic for PD. Supporting this hypothesis, SNCA reduction was neuroprotective in cell line and rodent PD models. We developed novel cell lines expressing SNCA fused to the reporter genes luciferase (luc) or GFP with the objective to enable high-throughput compound screening (HTS) for small molecules that can lower SNCA expression. Because SNCA expression is likely regulated by far-upstream elements (including the NACP-REP1 located at 8852 bp upstream of the transcription site), we employed zinc finger nuclease (ZFN) genome editing to insert reporter genes in-frame downstream of the SNCA gene in order to retain native SNCA expression control. This ensured full retention of known and unknown up- and downstream genetic elements controlling SNCA expression. Treatment of cells with the histone deacetylase inhibitor valproic acid (VPA) resulted in significantly increased SNCA-luc and SNCA-GFP expression supporting the use of our cell lines for identifying small molecules altering complex modes of expression control. Cells expressing SNCA-luc treated with a luciferase inhibitor or SNCA siRNA resulted in Z'-scores ≥ 0.75, suggesting the suitability of these cell lines for use in HTS. This study presents a novel use of genome editing for the creation of cell lines expressing α-synuclein fusion constructs entirely under native expression control. These cell lines are well suited for HTS for compounds that lower SNCA expression directly or by acting at long-range sites to the SNCA promoter and 5'-UTR.
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Affiliation(s)
- Warunee Dansithong
- Department of Neurology, University of Utah, 175 North Medical Center Drive East, 5th Floor, Salt Lake City, Utah, 84132, United States of America
| | - Sharan Paul
- Department of Neurology, University of Utah, 175 North Medical Center Drive East, 5th Floor, Salt Lake City, Utah, 84132, United States of America
| | - Daniel R. Scoles
- Department of Neurology, University of Utah, 175 North Medical Center Drive East, 5th Floor, Salt Lake City, Utah, 84132, United States of America
| | - Stefan M. Pulst
- Department of Neurology, University of Utah, 175 North Medical Center Drive East, 5th Floor, Salt Lake City, Utah, 84132, United States of America
| | - Duong P. Huynh
- Department of Neurology, University of Utah, 175 North Medical Center Drive East, 5th Floor, Salt Lake City, Utah, 84132, United States of America
- * E-mail:
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Cloutier M, Wellstead P. Dynamic modelling of protein and oxidative metabolisms simulates the pathogenesis of Parkinson's disease. IET Syst Biol 2012; 6:65-72. [DOI: 10.1049/iet-syb.2011.0075] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
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Cloutier M, Middleton R, Wellstead P. Feedback motif for the pathogenesis of Parkinson's disease. IET Syst Biol 2012; 6:86-93. [DOI: 10.1049/iet-syb.2011.0076] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
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Tam LCS, Kiang AS, Campbell M, Keaney J, Farrar GJ, Humphries MM, Kenna PF, Humphries P. Protein Misfolding and Potential Therapeutic Treatments in Inherited Retinopathies. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2012; 723:567-72. [DOI: 10.1007/978-1-4614-0631-0_72] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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LECCA PAOLA. BLENX MODELS OF α-SYNUCLEIN AND PARKIN KINETICS IN NEUROPATHOLOGY OF PARKINSON'S DISEASE. J BIOL SYST 2011. [DOI: 10.1142/s0218339011003865] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In this paper two stochastic kinetic models of a faulty ubiquitin–proteasome are presented. In the first model, mutant variants of the α-synuclein, induced by environmental stress factors, inhibit the ubiquitin–proteasome pathway that is in charge to start the degradation of misfolded proteins. In the second model mutant variants of parkin proteins are not able to transfer the ubiquitin molecules on the faulty proteins, so that they are not targeted and recognized as toxic products. The models are specified in BlenX and simulated with Beta Workbench (Beta WB) simulator. BlenX is a new programming language that has been recently designed by the CoSBi team of researchers to describe components and interactions among components of a biochemical system. It implements a process calculus in which the communication and synchronization between computational processes abstract the biochemical interaction and reactions between molecules, proteins and functional complexes. The aim of this study is twofold: (i) to move the current focus on the structural studies of the components of the protein ubiquitination and degradation to the dynamics of such components in a typical systems biology perspective; (ii) to provide first stochastic models in a new language suitable to systemic approach to the modelling of biochemical kinetics. This tool makes it possible for biologists and medical researchers a high-level modeling of molecular mechanisms underlying the pathogenesis of the disease. Consequently, the suitable abstraction provided by the language makes possible the elucidation of important and still elusive aspects of the involved biochemical interactions. The agreement of the simulations of our models with the available qualitative experimental observations and previous theoretical studies supports the confidence in the model validity.
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Affiliation(s)
- PAOLA LECCA
- The Microsoft Research — University of Trento, Centre for Computational and Systems Biology (CoSBi), Piazza Manci Povo, Trento 38123, Italy
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Sultana Z, Paleologou KE, Al-Mansoori KM, Ardah MT, Singh N, Usmani S, Jiao H, Martin FL, Bharath MMS, Vali S, El-Agnaf OMA. Dynamic modeling of α-synuclein aggregation in dopaminergic neuronal system indicates points of neuroprotective intervention: experimental validation with implications for Parkinson's therapy. Neuroscience 2011; 199:303-17. [PMID: 22056602 DOI: 10.1016/j.neuroscience.2011.10.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2011] [Revised: 10/10/2011] [Accepted: 10/11/2011] [Indexed: 11/15/2022]
Abstract
Protein aggregation is the major pathological hallmark seen in neurodegenerative disorders such as Parkinson's disease (PD). Alpha-synuclein (αS) is the main component of protein aggregates that form Lewy bodies (LBs) in PD and dementia with LBs. There have been several attempts to intervene in the process of expression, modification, clearance, and aggregation of αS as a therapeutic strategy toward neuroprotection. In this study, we have employed a novel, predictive, system level approach in silico to study four different strategies of anti-aggregation therapies: (a) reduction in αS modifications such as phosphorylation, nitration, or truncation in an approach called "seed clearance;" (b) "anti-oligomerization" approach through blocking the early oligomers formation; (c) "oligomers clearance" process by increasing its lysosomal degradation; and (d) "anti-aggregation" that involves prevention of aggregate formation at a later stage. These strategies were tested in a virtual dopaminergic neuronal system triggered by overexpression (OE) of mutant αS-A53T with or without rotenone (Rot)-induced oxidative stress. The results were compared by analyzing markers related to various end points such as oxidative stress, dopamine (DA) metabolism, proteasome function, survival and apoptosis. The experimental system and anti-oligomerization strategies were recapitulated in vitro in M17 dopaminergic cells overexpressing mutant αS-A53T triggered with Cu(II)-mediated oxidative stress, and the experimental data prospectively corroborated with the predictive results. Through this analysis, we found that intervention in the early part of the aggregation pathway by prevention of oligomer formation and increased clearance is indeed a good neuroprotective strategy, whereas anti-aggregation efforts to break up the aggregate at later stages has negative effects on the system.
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Affiliation(s)
- Z Sultana
- Cellworks Group Incorporated, 13962 Pierce Road, Saratoga, CA 95070, USA
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El-Sadik AO. Potential sources of stem cells as a regenerative therapy for Parkinson's disease. Stem Cells Cloning 2010; 3:183-91. [PMID: 24198524 PMCID: PMC3781753 DOI: 10.2147/sccaa.s14626] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Stem cells are believed to hold enormous promise as potential replacement therapy in the treatment of neurodegenerative diseases such as Parkinson's disease (PD). Stem cells were investigated to be the alternative therapeutic source capable of differentiating into dopamine (DA) neurons. Multiple important signaling factors were recorded for the induction of DA neuronal traits from mouse embryonic stem cells (ESCs) such as fibroblast growth factor 8, sonic hedgehog, and Wnt 1. Recent protocols were described for the differentiation of human ESCs into DA neurons, achieving high efficiency of DA neuronal derivation. Despite that, the use of human ESCs is still ethically controversial. The transcription factors necessary for DA neuron development from adult neural stem cells (NSCs), such as Pitx3, Nurr1, En-1, En-2, Lmx1a, Lmx1b, Msx1, and Ngn2, were investigated. In addition to replacement of lost DA neurons, adult NSCs were recorded to provide neuroprotective and neurogenic factors for the mesencephalon. In addition, induced pluripotent stem cells and bone marrow-derived mesenchymal stem cells represent reliable stem cell sources of DA neurons. Future studies are recommended to provide further insight into the regenerative capacity of stem cells needed for the treatment of PD.
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Affiliation(s)
- Abir Oueida El-Sadik
- Department of Anatomy and Embryology, Scientific Research Unit, Female Health Science College, King Saud University, Riyadh, Kingdom of Saudi Arabia
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Bartolini M, Andrisano V. Strategies for the Inhibition of Protein Aggregation in Human Diseases. Chembiochem 2010; 11:1018-35. [DOI: 10.1002/cbic.200900666] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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Yeager MP, Coleman RA. In silico evidence for glutathione- and iron-related pathogeneses in Parkinson's disease. J Neurosci Methods 2010; 188:151-64. [DOI: 10.1016/j.jneumeth.2010.01.034] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2009] [Revised: 01/25/2010] [Accepted: 01/29/2010] [Indexed: 12/20/2022]
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Bioconjugates of curcumin display improved protection against glutathione depletion mediated oxidative stress in a dopaminergic neuronal cell line: Implications for Parkinson’s disease. Bioorg Med Chem 2010; 18:2631-8. [DOI: 10.1016/j.bmc.2010.02.029] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2010] [Revised: 02/16/2010] [Accepted: 02/17/2010] [Indexed: 12/12/2022]
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Li Y, Sun L, Cai T, Zhang Y, Lv S, Wang Y, Ye L. α-Synuclein overexpression during manganese-induced apoptosis in SH-SY5Y neuroblastoma cells. Brain Res Bull 2010; 81:428-33. [DOI: 10.1016/j.brainresbull.2009.11.007] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2009] [Revised: 10/21/2009] [Accepted: 11/15/2009] [Indexed: 11/15/2022]
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Equils O, Nambiar P, Hobel CJ, Smith R, Simmons CF, Vali S. A computer simulation of progesterone and Cox2 inhibitor treatment for preterm labor. PLoS One 2010; 5:e8502. [PMID: 20111699 PMCID: PMC2811723 DOI: 10.1371/journal.pone.0008502] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2009] [Accepted: 11/11/2009] [Indexed: 12/05/2022] Open
Abstract
Background Sufficient information from in vitro and in vivo studies has become available to permit computer modeling of the processes that occur in the myometrium during labor. This development allows the in silico investigation of pathological mechanisms and the trialing of potential treatments. Methods/Results Based on the human literature, we developed a computer model of the immune-endocrine environment of the myometrial cell. The interactions between molecules are represented by differential equations. The model is designed to simulate the estrogen and progesterone receptor changes during pregnancy and particularly the changes in the progesterone receptor (PR) isoforms A and B that are thought to mediate functional progesterone withdrawal in the human at labor. Parturition is represented by an increase in the PRA to PRB ratio to levels seen in women in labor. Infection is shown by inducing inflammation in the system by increasing phospho-IkB kinase concentration (IKK) levels; which lead to increased NF-κB activation, causing an increase in the PRA/PRB ratio. We examined the effects of progesterone or cyclo-oxygenase 2 (Cox2) inhibitor treatments on the PRA/PRB ratio in silico. The model predicted that high doses of progesterone and Cox2 inhibition would be effective in preventing an NF-κB-induced PRA/PRB ratio increase to the levels found during labor. Conclusions Our data illustrate the use of dynamic biological computer simulations to test the effectiveness of therapeutic interventions. This may allow the early rejection of ineffective therapies prior to expensive field trials.
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Affiliation(s)
- Ozlem Equils
- Department of Pediatrics, Burns and Allen Research Institute, Cedars-Sinai Medical Center, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, California, United States of America.
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Vali S, Pallavi R, Kapoor S, Tatu U. Virtual prototyping study shows increased ATPase activity of Hsp90 to be the key determinant of cancer phenotype. SYSTEMS AND SYNTHETIC BIOLOGY 2009; 4:25-33. [PMID: 19856130 PMCID: PMC2816227 DOI: 10.1007/s11693-009-9046-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/17/2009] [Revised: 09/22/2009] [Accepted: 10/06/2009] [Indexed: 01/30/2023]
Abstract
Hsp90 is an ATP-dependent molecular chaperone that regulates key signaling proteins and thereby impacts cell growth and development. Chaperone cycle of Hsp90 is regulated by ATP binding and hydrolysis through its intrinsic ATPase activities, which is in turn modulated by interaction with its co-chaperones. Hsp90 ATPase activity varies in different organisms and is known to be increased in tumor cells. In this study we have quantitatively analyzed the impact of increasing Hsp90 ATPase activity on the activities of its clients through a virtual prototyping technology, which comprises a dynamic model of Hsp90 interaction with clients involved in proliferation pathways. Our studies highlight the importance of increased ATPase activity of Hsp90 in cancer cells as the key modulator for increased proliferation and survival. A tenfold increase in ATPase activity of Hsp90 often seen in cancer cells increases the levels of active client proteins such as Akt-1, Raf-1 and Cyclin D1 amongst others to about 12-, 8- and 186-folds respectively. Additionally we studied the effect of a competitive inhibitor of Hsp90 activity on the reduction in the client protein levels. Virtual prototyping experiments corroborate with findings that the drug has almost 10- to 100-fold higher affinity as indicated by a lower IC50 value (30–100 nM) in tumor cells with higher ATPase activity. The results also indicate a 15- to 25-fold higher efficacy of the inhibitor in reducing client levels in tumor cells. This analysis provides mechanistic insights into the links between increased Hsp90 ATPase activity, tumor phenotype and the hypersensitivity of tumor Hsp90 to inhibition by ATP analogs.
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Affiliation(s)
- Shireen Vali
- Cellworks Group Inc., 13962 Pierce Road, Saratoga, CA 95070 USA
- Cellworks Research India Pvt. Ltd, #303 Block A, 3rd Floor, 60 Feet Road, AECS Layout, Marathahalli Post, Bangalore, Karnataka 560037 India
| | - Rani Pallavi
- Department of Biochemistry, Indian Institute of Science, Bangalore, Karnataka 560012 India
| | - Shweta Kapoor
- Cellworks Group Inc., 13962 Pierce Road, Saratoga, CA 95070 USA
- Cellworks Research India Pvt. Ltd, #303 Block A, 3rd Floor, 60 Feet Road, AECS Layout, Marathahalli Post, Bangalore, Karnataka 560037 India
| | - Utpal Tatu
- Department of Biochemistry, Indian Institute of Science, Bangalore, Karnataka 560012 India
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Effects of intrahippocampal NAC 61-95 injections on memory in the rat and attenuation with vitamin E. Prog Neuropsychopharmacol Biol Psychiatry 2009; 33:945-51. [PMID: 19410626 DOI: 10.1016/j.pnpbp.2009.04.020] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2009] [Revised: 04/19/2009] [Accepted: 04/27/2009] [Indexed: 11/21/2022]
Abstract
Parkinson's disease (PD)-related dementia affects approximately 40% of PD patients and the severity of this dementia correlates significantly with the density of Lewy body (LB) deposition in the PD brain. Aggregated alpha-synuclein protein is the major component of LB's and the non-amyloid component (NAC) region of alpha-synuclein, residues 61-95, is essential for the aggregation and toxicity of this protein. The current study evaluated the effect of pre-aggregated NAC(61-95) injected into the CA3 area of the dorsal hippocampus of the brain on memory in the rat. Previous research has suggested that oxidative stress processes may play a role in the neuropathology of PD, therefore the effect of treatment with vitamin E, an antioxidant, was also evaluated. Male Sprague-Dawley rats were trained in two-lever operant chambers under an alternating-lever cyclic-ratio (ALCR) schedule of food reinforcement. When responding showed no trends, subjects were divided into four groups. Two groups were injected bilaterally into the dorsal hippocampus with aggregated NAC(61-95) (5 microl suspension), and two groups were injected bilaterally into the dorsal hippocampus with sterile water (5 microl). Subgroups were treated with either vitamin E (150 mg/kg in Soya oil) or vehicle (Soya oil) daily. Injection of NAC(61-95) induced memory deficits and vitamin E treatment alleviated these. In addition, NAC(61-95) injections induced activated astrocytes and chronic treatment with vitamin E reduced the numbers of activated astrocytes. These results suggest that aggregated NAC(61-95) and associated oxidative stress, may play a role in the pathogenesis of cognitive deficits seen in PD-induced dementia.
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Parihar MS, Parihar A, Fujita M, Hashimoto M, Ghafourifar P. Alpha-synuclein overexpression and aggregation exacerbates impairment of mitochondrial functions by augmenting oxidative stress in human neuroblastoma cells. Int J Biochem Cell Biol 2009; 41:2015-24. [PMID: 19460457 DOI: 10.1016/j.biocel.2009.05.008] [Citation(s) in RCA: 140] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2008] [Revised: 05/09/2009] [Accepted: 05/11/2009] [Indexed: 01/08/2023]
Abstract
Overexpression of alpha-synuclein and oxidative stress has been implicated in the neuronal cell death in Parkinson's disease. Alpha-synuclein associates with mitochondria and excessive accumulation of alpha-synuclein causes impairment of mitochondrial functions. However, the mechanism of mitochondrial impairment caused by alpha-synuclein is not fully understood. We recently reported that alpha-synuclein associates with mitochondria and that overexpression of alpha-synuclein causes nitration of mitochondrial proteins and release of cytochrome c from the mitochondria [Parihar M.S., Parihar A., Fujita M., Hashimoto M., Ghafourifar P. Mitochondrial association of alpha-synuclein causes oxidative stress. Cell Mol Life Sci. 2008a;65:1272-1284]. The present study shows that overexpression of alpha-synuclein A53T or A30P mutants or wild-type in human neuroblastoma cells augmented aggregation of alpha-synuclein. Immunoblotting and immuno-gold electron transmission microscopy show localization of alpha-synuclein aggregates within the mitochondria of overexpressing cells. Overexpressing cells show increased mitochondrial reactive oxygen species, increased protein tyrosine nitration, decreased mitochondrial transmembrane potential, and hampered cellular respiration. These findings suggest an important role for mitochondria in cellular responses to alpha-synuclein.
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Affiliation(s)
- Mordhwaj S Parihar
- School of Studies in Biotechnology & Zoology, Vikram University, Ujjain, MP, India
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Sass MB, Lorenz AN, Green RL, Coleman RA. A pragmatic approach to biochemical systems theory applied to an α-synuclein-based model of Parkinson's disease. J Neurosci Methods 2009; 178:366-77. [DOI: 10.1016/j.jneumeth.2008.12.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2008] [Revised: 11/24/2008] [Accepted: 12/11/2008] [Indexed: 10/21/2022]
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Vali S, Chinta SJ, Peng J, Sultana Z, Singh N, Sharma P, Sharada S, Andersen JK, Bharath MS. Insights into the effects of alpha-synuclein expression and proteasome inhibition on glutathione metabolism through a dynamic in silico model of Parkinson's disease: validation by cell culture data. Free Radic Biol Med 2008; 45:1290-301. [PMID: 18761401 PMCID: PMC2744580 DOI: 10.1016/j.freeradbiomed.2008.08.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2008] [Revised: 07/26/2008] [Accepted: 08/01/2008] [Indexed: 11/21/2022]
Abstract
Dopaminergic neurodegeneration during Parkinson disease (PD) involves several pathways including proteasome inhibition, alpha-synuclein (alpha-syn) aggregation, mitochondrial dysfunction, and glutathione (GSH) depletion. We have utilized a systems biology approach and built a dynamic model to understand and link the various events related to PD pathophysiology. We have corroborated the modeling data by examining the effects of alpha-syn expression in the absence and presence of proteasome inhibition on GSH metabolism in dopaminergic neuronal cultures. We report here that the expression of the mutant A53T form of alpha-syn is neurotoxic and causes GSH depletion in cells after proteasome inhibition, compared to wild-type alpha-syn-expressing cells and vector control. Modeling data predicted that GSH depletion in these cells was due to ATP loss associated with mitochondrial dysfunction. ATP depletion elicited by combined A53T expression and proteasome inhibition results in decreased de novo synthesis of GSH via the rate-limiting enzyme gamma-glutamyl cysteine ligase. Based on these data and other recent reports, we propose a novel dynamic model to explain how the presence of mutated alpha-syn protein or proteasome inhibition may individually impact on mitochondrial function and in combination result in alterations in GSH metabolism via enhanced mitochondrial dysfunction.
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Affiliation(s)
- Shireen Vali
- Cell Works Group, Inc., 3rd Floor, West Wing, “Neil-Rao Tower,” 118, Road 3, EPIP, White Field, Bangalore 560066, India
| | - Shankar J. Chinta
- Buck Institute for Age Research, 8001 Redwood Boulevard, Novato, CA 94945, USA
| | - Jun Peng
- Buck Institute for Age Research, 8001 Redwood Boulevard, Novato, CA 94945, USA
| | - Zeba Sultana
- Cell Works Group, Inc., 3rd Floor, West Wing, “Neil-Rao Tower,” 118, Road 3, EPIP, White Field, Bangalore 560066, India
| | - Neetu Singh
- Cell Works Group, Inc., 3rd Floor, West Wing, “Neil-Rao Tower,” 118, Road 3, EPIP, White Field, Bangalore 560066, India
| | - Purushottam Sharma
- Cell Works Group, Inc., 3rd Floor, West Wing, “Neil-Rao Tower,” 118, Road 3, EPIP, White Field, Bangalore 560066, India
| | - S. Sharada
- Cell Works Group, Inc., 3rd Floor, West Wing, “Neil-Rao Tower,” 118, Road 3, EPIP, White Field, Bangalore 560066, India
| | - Julie K. Andersen
- Buck Institute for Age Research, 8001 Redwood Boulevard, Novato, CA 94945, USA
- Corresponding authors. M.M. Srinivas Bharath is to be contacted at fax: +91 080 26564830. J.K. Andersen, fax: +1 415 209-2231. (J.K. Andersen), (M.M.S. Bharath)
| | - M.M. Srinivas Bharath
- Department of Neurochemistry, National Institute of Mental Health and Neurosciences, 2900, Hosur Road, Bangalore 560029, Karnataka, India
- Corresponding authors. M.M. Srinivas Bharath is to be contacted at fax: +91 080 26564830. J.K. Andersen, fax: +1 415 209-2231. (J.K. Andersen), (M.M.S. Bharath)
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Du Y, Li X, Yang D, Zhang X, Chen S, Huang K, Le W. Multiple molecular pathways are involved in the neuroprotection of GDNF against proteasome inhibitor induced dopamine neuron degeneration in vivo. Exp Biol Med (Maywood) 2008; 233:881-90. [PMID: 18445767 DOI: 10.3181/0712-rm-329] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
The impairment of ubiquitin-proteasome system (UPS) is a cellular mechanism underlying the neurodegenerative process in Parkinson's disease (PD). Glial cell line-derived neurotrophic factor (GDNF) is one of the most potent neurotrophic factors promoting the growth and survival of mesencephalic dopamine (DA) neurons. To investigate whether GDNF has neuroprotective effects in a PD model induced by UPS impairment we administered GDNF by osmotic pump in C57BL/6 mice after nigrostriatal lesions with stereotactic injection of proteasome inhibitor lactacystin in the middle forebrain bundle. We found that lactacystin injection severely injured the nigral DA neurons and reduced the striatal levels of DA and its metabolites, while prolonged administration of GDNF at a sustained moderate dose for two weeks can significantly attenuate the lactacystin-induced loss of nigral DA neurons and striatal DA levels by 31% and 40%, respectively. We also investigated the molecular mechanisms for the neuroprotective effects of GDNF showing that lactacystin administration can cause the phosphorylation of extracellular signal-regulated kinase (ERK), p38MAPK (p38), and the c-Jun N-terminal kinase (JNK), whereas GDNF treatment can further enhance the phosphorylation of ERK and Akt but reduce the levels of JNK and p38. These results indicate that prolonged treatment with GDNF can protect the nigral DA neurons from the UPS impairment-induced degeneration. Several signaling path-ways including p38, JNK, Akt and ERK molecules seem to play an important role in this neuroprotection by GDNF.
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Affiliation(s)
- Yunlan Du
- Institute of Neurology, Ruijin Hospital, Shanghai JiaoTong University School of Medicine, Shanghai 200025, China
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35
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Jagatha B, Mythri RB, Vali S, Bharath MMS. Curcumin treatment alleviates the effects of glutathione depletion in vitro and in vivo: therapeutic implications for Parkinson's disease explained via in silico studies. Free Radic Biol Med 2008; 44:907-17. [PMID: 18166164 DOI: 10.1016/j.freeradbiomed.2007.11.011] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2007] [Revised: 11/19/2007] [Accepted: 11/26/2007] [Indexed: 10/22/2022]
Abstract
Oxidative stress has been implicated in the degeneration of dopaminergic neurons in the substantia nigra (SN) of Parkinson's disease (PD) patients. An important biochemical feature of presymptomatic PD is a significant depletion of the thiol antioxidant glutathione (GSH) in these neurons resulting in oxidative stress, mitochondrial dysfunction, and ultimately cell death. We have earlier demonstrated that curcumin, a natural polyphenol obtained from turmeric, protects against peroxynitrite-mediated mitochondrial dysfunction both in vitro and in vivo. Here we report that treatment of dopaminergic neuronal cells and mice with curcumin restores depletion of GSH levels, protects against protein oxidation, and preserves mitochondrial complex I activity which normally is impaired due to GSH loss. Using systems biology and dynamic modeling we have explained the mechanism of curcumin action in a model of mitochondrial dysfunction linked to GSH metabolism that corroborates the major findings of our experimental work. These data suggest that curcumin has potential therapeutic value for neurodegenerative diseases involving GSH depletion-mediated oxidative stress.
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Affiliation(s)
- Balusamy Jagatha
- Department of Neurochemistry, National Institute of Mental Health and Neurosciences, 2900 Hosur Road, Bangalore, Karnataka, India
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36
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Vali S, Mythri RB, Jagatha B, Padiadpu J, Ramanujan KS, Andersen JK, Gorin F, Bharath MMS. Integrating glutathione metabolism and mitochondrial dysfunction with implications for Parkinson's disease: a dynamic model. Neuroscience 2007; 149:917-30. [PMID: 17936517 DOI: 10.1016/j.neuroscience.2007.08.028] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2007] [Revised: 08/02/2007] [Accepted: 08/13/2007] [Indexed: 12/21/2022]
Abstract
UNLABELLED Oxidative/nitrosative stress and mitochondrial dysfunction have been implicated in the degeneration of dopaminergic neurons in the substantia nigra during Parkinson's disease (PD). During early stages of PD, there is a significant depletion of the thiol antioxidant glutathione (GSH), which may lead to oxidative stress, mitochondrial dysfunction, and ultimately neuronal cell death. Mitochondrial complex I (CI) is believed to be the central player to the mitochondrial dysfunction occurring in PD. We have generated a dynamic, mechanistic model for mitochondrial dysfunction associated with PD progression that is activated by rotenone, GSH depletion, increased nitric oxide and peroxynitrite. The potential insults independently inhibit CI and other complexes of the electron transport chain, drop the proton motive force, and reduce ATP production, ultimately affecting the overall mitochondrial performance. We show that mitochondrial dysfunction significantly affects glutathione synthesis thereby increasing the oxidative damage and further exacerbating the toxicities of these mitochondrial agents resulting in neurodegeneration. Rat dopaminergic neuronal cell culture and in vitro experiments using mouse brain mitochondria were employed to validate important features of the model. MAJOR CONCLUSIONS Using a combination of experimental and in silico modeling approaches, we have demonstrated the interdependence of mitochondrial function with GSH metabolism in relation to neurodegeneration in PD.
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Affiliation(s)
- S Vali
- Cell Works Group Inc., AECS Layout, Marathahalli, Bangalore 560037, India
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