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Baptista A, Brière G, Baudot A. Random walk with restart on multilayer networks: from node prioritisation to supervised link prediction and beyond. BMC Bioinformatics 2024; 25:70. [PMID: 38355439 PMCID: PMC10865648 DOI: 10.1186/s12859-024-05683-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 01/29/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Biological networks have proven invaluable ability for representing biological knowledge. Multilayer networks, which gather different types of nodes and edges in multiplex, heterogeneous and bipartite networks, provide a natural way to integrate diverse and multi-scale data sources into a common framework. Recently, we developed MultiXrank, a Random Walk with Restart algorithm able to explore such multilayer networks. MultiXrank outputs scores reflecting the proximity between an initial set of seed node(s) and all the other nodes in the multilayer network. We illustrate here the versatility of bioinformatics tasks that can be performed using MultiXrank. RESULTS We first show that MultiXrank can be used to prioritise genes and drugs of interest by exploring multilayer networks containing interactions between genes, drugs, and diseases. In a second study, we illustrate how MultiXrank scores can also be used in a supervised strategy to train a binary classifier to predict gene-disease associations. The classifier performance are validated using outdated and novel gene-disease association for training and evaluation, respectively. Finally, we show that MultiXrank scores can be used to compute diffusion profiles and use them as disease signatures. We computed the diffusion profiles of more than 100 immune diseases using a multilayer network that includes cell-type specific genomic information. The clustering of the immune disease diffusion profiles reveals shared shared phenotypic characteristics. CONCLUSION Overall, we illustrate here diverse applications of MultiXrank to showcase its versatility. We expect that this can lead to further and broader bioinformatics applications.
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Affiliation(s)
- Anthony Baptista
- School of Mathematical Sciences, Queen Mary University of London, London, UK.
- The Alan Turing Institute, London, UK.
| | | | - Anaïs Baudot
- INSERM, MMG, Turing Center for Living Systems, Aix-Marseille Univ, Marseille, France.
- Barcelona Supercomputing Center, Barcelona, Spain.
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Sha L, Yong X, Shao Z, Duan Y, Hong Q, Zhang J, Zhang Y, Chen L. Targeting adverse effects of antiseizure medication on offspring: current evidence and new strategies for safety. Expert Rev Neurother 2023; 23:141-156. [PMID: 36731825 DOI: 10.1080/14737175.2023.2176751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
INTRODUCTION For women with epilepsy of reproductive age, antiseizure medications (ASMs) are associated with an increased risk of offspring malformations. There are safety concerns for most anti-seizure medications in the perinatal period, and there is a clear need to identify safe medications. ASMs must transport through biological barriers to exert toxic effects on the fetus, and transporters play essential roles in trans-barrier drug transport. Therefore, it is vital to understand the distribution and properties of ASM-related transporters in biological barriers. AREAS COVERED This study reviews the structure, transporter distribution, and properties of the blood-brain, placental, and blood-milk barrier, and summarizes the existing evidence for the trans-barrier transport mechanism of ASMs and standard experimental models of biological barriers. EXPERT OPINION Ideal ASMs in the perinatal period should have the following characteristics: 1) Increased transport through the blood-brain barrier, and 2) Reduced transport of the placental and blood-milk barriers. Thus, only low-dose or almost no antiseizure medication could enter the fetus's body, which could decrease medication-induced fetal abnormalities. Based on the stimulated structure and molecular docking, we propose a development strategy for new ASMs targeting transporters of biological barriers to improve the perinatal treatment of female patients with epilepsy.
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Affiliation(s)
- Leihao Sha
- Department of Neurology, Joint Research Institution of Altitude Health, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan
| | - Xihao Yong
- Division of Nephrology and Kidney Research Institute, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zhenhua Shao
- Division of Nephrology and Kidney Research Institute, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yifei Duan
- Department of Neurology, Joint Research Institution of Altitude Health, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan
| | - Qiulei Hong
- Department of Neurology, Joint Research Institution of Altitude Health, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan
| | - Jifa Zhang
- Department of Neurology, Joint Research Institution of Altitude Health, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan
| | - Yunwu Zhang
- The current form, Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, School of Medicine, Xiamen University, Xiamen, 361102, China
| | - Lei Chen
- Department of Neurology, Joint Research Institution of Altitude Health, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan
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Lisgaras CP, Scharfman HE. Robust chronic convulsive seizures, high frequency oscillations, and human seizure onset patterns in an intrahippocampal kainic acid model in mice. Neurobiol Dis 2022; 166:105637. [PMID: 35091040 PMCID: PMC9034729 DOI: 10.1016/j.nbd.2022.105637] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 01/05/2022] [Accepted: 01/22/2022] [Indexed: 01/21/2023] Open
Abstract
Intrahippocampal kainic acid (IHKA) has been widely implemented to simulate temporal lobe epilepsy (TLE), but evidence of robust seizures is usually limited. To resolve this problem, we slightly modified previous methods and show robust seizures are common and frequent in both male and female mice. We employed continuous wideband video-EEG monitoring from 4 recording sites to best demonstrate the seizures. We found many more convulsive seizures than most studies have reported. Mortality was low. Analysis of convulsive seizures at 2-4 and 10-12 wks post-IHKA showed a robust frequency (2-4 per day on average) and duration (typically 20-30 s) at each time. Comparison of the two timepoints showed that seizure burden became more severe in approximately 50% of the animals. We show that almost all convulsive seizures could be characterized as either low-voltage fast or hypersynchronous onset seizures, which has not been reported in a mouse model of epilepsy and is important because these seizure types are found in humans. In addition, we report that high frequency oscillations (>250 Hz) occur, resembling findings from IHKA in rats and TLE patients. Pathology in the hippocampus at the site of IHKA injection was similar to mesial temporal lobe sclerosis and reduced contralaterally. In summary, our methods produce a model of TLE in mice with robust convulsive seizures, and there is variable progression. HFOs are robust also, and seizures have onset patterns and pathology like human TLE. SIGNIFICANCE: Although the IHKA model has been widely used in mice for epilepsy research, there is variation in outcomes, with many studies showing few robust seizures long-term, especially convulsive seizures. We present an implementation of the IHKA model with frequent convulsive seizures that are robust, meaning they are >10 s and associated with complex high frequency rhythmic activity recorded from 2 hippocampal and 2 cortical sites. Seizure onset patterns usually matched the low-voltage fast and hypersynchronous seizures in TLE. Importantly, there is low mortality, and both sexes can be used. We believe our results will advance the ability to use the IHKA model of TLE in mice. The results also have important implications for our understanding of HFOs, progression, and other topics of broad interest to the epilepsy research community. Finally, the results have implications for preclinical drug screening because seizure frequency increased in approximately half of the mice after a 6 wk interval, suggesting that the typical 2 wk period for monitoring seizure frequency is insufficient.
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Affiliation(s)
- Christos Panagiotis Lisgaras
- Departments of Child & Adolescent Psychiatry, Neuroscience & Physiology, and Psychiatry, and the Neuroscience Institute, New York University Langone Health, 550 First Ave., New York, NY 10016, United States of America,Center for Dementia Research, The Nathan Kline Institute for Psychiatric Research, New York State Office of Mental Health, 140 Old Orangeburg Road, Bldg. 35, Orangeburg, NY 10962, United States of America
| | - Helen E. Scharfman
- Departments of Child & Adolescent Psychiatry, Neuroscience & Physiology, and Psychiatry, and the Neuroscience Institute, New York University Langone Health, 550 First Ave., New York, NY 10016, United States of America,Center for Dementia Research, The Nathan Kline Institute for Psychiatric Research, New York State Office of Mental Health, 140 Old Orangeburg Road, Bldg. 35, Orangeburg, NY 10962, United States of America,Corresponding author at: The Nathan Kline Institute, Center for Dementia Research, 140 Old Orangeburg Rd. Bldg. 35, Orangeburg, NY 10962, United States of America. (H.E. Scharfman)
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4
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Canet G, Zub E, Zussy C, Hernandez C, Blaquiere M, Garcia V, Vitalis M, deBock F, Moreno-Montano M, Audinat E, Desrumaux C, Planel E, Givalois L, Marchi N. Seizure activity triggers tau hyperphosphorylation and amyloidogenic pathways. Epilepsia 2022; 63:919-935. [PMID: 35224720 DOI: 10.1111/epi.17186] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 01/31/2022] [Accepted: 01/31/2022] [Indexed: 01/21/2023]
Abstract
OBJECTIVE Although epilepsies and neurodegenerative disorders show pathophysiological similarities, their direct functional associations are unclear. Here, we tested the hypothesis that experimental seizures can induce tau hyperphosphorylation and amyloidogenic modifications over time, with intersections with neuroinflammation. METHODS We used a model of mesial temporal lobe epilepsy (MTLE) where unilateral intrahippocampal injection of kainic acid (KA) in C57BL/6 mice elicits epileptogenesis and spontaneous focal seizures. We used a model of generalized status epilepticus (SE) obtained by intraperitoneal KA injection in C57BL/6 mice. We performed analyses and cross-comparisons according to a schedule of 72 h, 1 week, and 8 weeks after KA injection. RESULTS In experimental MTLE, we show AT100, PHF1, and CP13 tau hyperphosphorylation during epileptogenesis (72 h-1 week) and long-term (8 weeks) during spontaneous seizures in the ipsilateral hippocampi, the epileptogenic zone. These pathological modifications extended to the contralateral hippocampus, a seizure propagating zone with no histological lesion or sclerosis. Two kinases, Cdk5 and GSK3β, implicated in the pathological phosphorylation of tau, were activated. In this MTLE model, the induction of the amyloidogenic pathway (APP, C99, BACE1) was prominent and long-lasting in the epileptogenic zone. These Alzheimer's disease (AD)-relevant markers, established during seizure progression and recurrence, reciprocated an enduring glial (GFAP, Iba1) inflammation and the inadequate activation of the endogenous, anti-inflammatory, glucocorticoid receptor system. By contrast, a generalized SE episode provoked a predominantly transient induction of tau hyperphosphorylation and amyloidogenic markers in the hippocampus, along with resolving inflammation. Finally, we identified overlapping profiles of long-term hippocampal tau hyperphosphorylation by comparing MTLE to J20 mice, the latter a model relevant to AD. SIGNIFICANCE MTLE and a generalized SE prompt persistent and varying tau hyperphosphorylation or amyloidogenic modifications in the hippocampus. In MTLE, an AD-relevant molecular trajectory intertwines with neuroinflammation, spatiotemporally involving epileptogenic and nonlesional seizure propagating zones.
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Affiliation(s)
- Geoffrey Canet
- Molecular Mechanisms in Neurodegenerative Dementia Laboratory, University of Montpellier, EPHE-PSL, INSERM U1198, Montpellier, France.,Department of Psychiatry and Neurosciences, Laval University, CR-CHU of Québec, Québec, Canada
| | - Emma Zub
- Department of Psychiatry and Neurosciences, Laval University, CR-CHU of Québec, Québec, Canada
| | - Charleine Zussy
- Molecular Mechanisms in Neurodegenerative Dementia Laboratory, University of Montpellier, EPHE-PSL, INSERM U1198, Montpellier, France
| | - Célia Hernandez
- Molecular Mechanisms in Neurodegenerative Dementia Laboratory, University of Montpellier, EPHE-PSL, INSERM U1198, Montpellier, France
| | - Marine Blaquiere
- Institute of Functional Genomics, University of Montpellier, UMR 5203 CNRS - U 1191 INSERM, Montpellier, France
| | - Valentin Garcia
- Institute of Functional Genomics, University of Montpellier, UMR 5203 CNRS - U 1191 INSERM, Montpellier, France
| | - Mathieu Vitalis
- Molecular Mechanisms in Neurodegenerative Dementia Laboratory, University of Montpellier, EPHE-PSL, INSERM U1198, Montpellier, France
| | - Frederic deBock
- Institute of Functional Genomics, University of Montpellier, UMR 5203 CNRS - U 1191 INSERM, Montpellier, France
| | - Maria Moreno-Montano
- Institute of Functional Genomics, University of Montpellier, UMR 5203 CNRS - U 1191 INSERM, Montpellier, France
| | - Etienne Audinat
- Institute of Functional Genomics, University of Montpellier, UMR 5203 CNRS - U 1191 INSERM, Montpellier, France
| | - Catherine Desrumaux
- Molecular Mechanisms in Neurodegenerative Dementia Laboratory, University of Montpellier, EPHE-PSL, INSERM U1198, Montpellier, France
| | - Emmanuel Planel
- Department of Psychiatry and Neurosciences, Laval University, CR-CHU of Québec, Québec, Canada
| | - Laurent Givalois
- Molecular Mechanisms in Neurodegenerative Dementia Laboratory, University of Montpellier, EPHE-PSL, INSERM U1198, Montpellier, France.,Department of Psychiatry and Neurosciences, Laval University, CR-CHU of Québec, Québec, Canada
| | - Nicola Marchi
- Institute of Functional Genomics, University of Montpellier, UMR 5203 CNRS - U 1191 INSERM, Montpellier, France
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Wang YH, Huang TL, Chen X, Yu SX, Li W, Chen T, Li Y, Kuang YQ, Shu HF. Glioma-Derived TSP2 Promotes Excitatory Synapse Formation and Results in Hyperexcitability in the Peritumoral Cortex of Glioma. J Neuropathol Exp Neurol 2021; 80:137-149. [PMID: 33382873 DOI: 10.1093/jnen/nlaa149] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Seizures are common in patients with glioma, especially low-grade glioma (LGG). However, the epileptogenic mechanisms are poorly understood. Recent evidence has indicated that abnormal excitatory synaptogenesis plays an important role in epileptogenesis. The thrombospondin (TSP) family is a key regulator of synaptogenesis. Thus, this study aimed to elucidate the role of TSP2 in epileptogenesis in glioma-related epilepsy. The expression of TSP2 was increased in tumor tissue specimens from LGG patients, and this increase may have contributed to an increase in the density of spines and excitatory synapses in the peritumoral area. A glioma cell-implanted rat model was established by stereotactic implantation of wild-type TSP2-expressing, TSP2-overexpressing or TSP2-knockout C6 cells into the neocortex. Similarly, an increase in the density of excitatory synapses was also observed in the peritumoral area of the implanted tumor. In addition, epileptiform discharges occurred in the peritumoral cortex and were positively correlated with the TSP2 level in glioma tissues. Moreover, α2δ1/Rac1 signaling was enhanced in the peritumoral region, and treatment with the α2δ1 antagonist gabapentin inhibited epileptiform discharges in the peritumoral cortex. In conclusion, glioma-derived TSP2 promotes excitatory synapse formation, probably via the α2δ1/Rac1 signaling pathway, resulting in hyperexcitability in the peritumoral cortical networks, which may provide new insight into the epileptogenic mechanisms underlying glioma-related epilepsy.
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Affiliation(s)
- Yao-Hui Wang
- From the Department of Neurosurgery, General Hospital of Western Theater Command of PLA, Sichuan Province, China.,College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Tian-Lan Huang
- From the Department of Neurosurgery, General Hospital of Western Theater Command of PLA, Sichuan Province, China.,College of Medicine, Southwest Jiaotong University, Chengdu, China
| | - Xin Chen
- From the Department of Neurosurgery, General Hospital of Western Theater Command of PLA, Sichuan Province, China
| | - Si-Xun Yu
- From the Department of Neurosurgery, General Hospital of Western Theater Command of PLA, Sichuan Province, China
| | - Wei Li
- Central Lab, General Hospital of Western Theater Command of PLA, Sichuan Province, China
| | - Tao Chen
- From the Department of Neurosurgery, General Hospital of Western Theater Command of PLA, Sichuan Province, China
| | - Yang Li
- From the Department of Neurosurgery, General Hospital of Western Theater Command of PLA, Sichuan Province, China
| | - Yong-Qin Kuang
- From the Department of Neurosurgery, General Hospital of Western Theater Command of PLA, Sichuan Province, China
| | - Hai-Feng Shu
- From the Department of Neurosurgery, General Hospital of Western Theater Command of PLA, Sichuan Province, China.,College of Medicine, Southwest Jiaotong University, Chengdu, China
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6
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Forner-Piquer I, Klement W, Gangarossa G, Zub E, de Bock F, Blaquiere M, Maurice T, Audinat E, Faucherre A, Lasserre F, Ellero-Simatos S, Gamet-Payrastre L, Jopling C, Marchi N. Varying modalities of perinatal exposure to a pesticide cocktail elicit neurological adaptations in mice and zebrafish. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2021; 278:116755. [PMID: 33725534 DOI: 10.1016/j.envpol.2021.116755] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 02/08/2021] [Accepted: 02/12/2021] [Indexed: 06/12/2023]
Abstract
Epidemiological indications connect maternal and developmental presence or exposure to pesticides with an increased risk for a spectrum of neurological trajectories. To provide pre-clinical data in support of this hypothesis, we used two distinct experimental models. First, female and male mice were fed immediately prior to mating, and the resulting pregnant dams were continously fed during gestation and lactation periods using chow pellets containing a cocktail of six pesticides at tolerable daily intake levels. Male and female offspring were then tracked for behavioral and in vivo electrophysiological adaptations. Second, a zebrafish model allowed us to screen toxicity and motor-behavior outcomes specifically associated with the developmental exposure to a low-to-high concentration range of the cocktail and of each individual pesticide. Here, we report anxiety-like behavior in aging male mice maternally exposed to the cocktail, as compared to age and gender matched sham animals. In parallel, in vivo electrocorticography revealed a decrease in gamma (40-80 Hz) and an increase of theta (6-9 Hz) waves, delineating a long-term, age-dependent, neuronal slowing. Neurological changes were not accompanied by brain structural malformations. Next, by using zebrafish larvae, we showed an increase of all motor-behavioral parameters resulting from the developmental exposure to 10 μg/L of pesticide cocktail, an outcome that was not associated with midbrain structural or neurovascular modifications as assessed by in vivo 2-photon microscopy. When screening each pesticide, chlorpyrifos elicited modifications of swimming parameters at 0.1 μg/L, while other components provoked changes from 0.5 μg/L. Ziram was the single most toxic component inducing developmental malformations and mortality at 10 μg/L. Although we have employed non-equivalent modalities and timing of exposure in two dissimilar experimental models, these outcomes indicate that presence of a pesticide cocktail during perinatal periods represents an element promoting behavioral and neurophysiological modifications. The study limitations and the possible pertinence of our findings to ecotoxicology and public health are critically discussed.
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Affiliation(s)
- Isabel Forner-Piquer
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Wendy Klement
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | | | - Emma Zub
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Frederic de Bock
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Marine Blaquiere
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Tangui Maurice
- MMDN, University of Montpellier, EPHE, INSERM, UMR_S1198, Montpellier, France
| | - Etienne Audinat
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Adèle Faucherre
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Frederic Lasserre
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UPS, 31300, Toulouse, France
| | - Sandrine Ellero-Simatos
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UPS, 31300, Toulouse, France
| | - Laurence Gamet-Payrastre
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UPS, 31300, Toulouse, France
| | - Chris Jopling
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Nicola Marchi
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France.
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Sheng Y, Yang H, Wu T, Zhu L, Liu L, Liu X. Alterations of Cytochrome P450s and UDP-Glucuronosyltransferases in Brain Under Diseases and Their Clinical Significances. Front Pharmacol 2021; 12:650027. [PMID: 33967789 PMCID: PMC8097730 DOI: 10.3389/fphar.2021.650027] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 03/25/2021] [Indexed: 12/12/2022] Open
Abstract
Cytochrome P450s (CYPs) and UDP-glucuronosyltransferases (UGTs) are both greatly important metabolic enzymes in various tissues, including brain. Although expressions of brain CYPs and UGTs and their contributions to drug disposition are much less than liver, both CYPs and UGTs also mediate metabolism of endogenous substances including dopamine and serotonin as well as some drugs such as morphine in brain, demonstrating their important roles in maintenance of brain homeostasis or pharmacological activity of drugs. Some diseases such as epilepsy, Parkinson's disease and Alzheimer's disease are often associated with the alterations of CYPs and UGTs in brain, which may be involved in processes of these diseases via disturbing metabolism of endogenous substances or resisting drugs. This article reviewed the alterations of CYPs and UGTs in brain, the effects on endogenous substances and drugs and their clinical significances. Understanding the roles of CYPs and UGTs in brain provides some new strategies for the treatment of central nervous system diseases.
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Affiliation(s)
- Yun Sheng
- Center of Pharmacokinetics and Metabolism, School of Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Hanyu Yang
- Center of Pharmacokinetics and Metabolism, School of Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Tong Wu
- Center of Pharmacokinetics and Metabolism, School of Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Liang Zhu
- Center of Pharmacokinetics and Metabolism, School of Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Li Liu
- Center of Pharmacokinetics and Metabolism, School of Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Xiaodong Liu
- Center of Pharmacokinetics and Metabolism, School of Pharmacy, China Pharmaceutical University, Nanjing, China
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Reddy DS, Thompson W, Calderara G. Molecular mechanisms of sex differences in epilepsy and seizure susceptibility in chemical, genetic and acquired epileptogenesis. Neurosci Lett 2021; 750:135753. [PMID: 33610673 PMCID: PMC7994197 DOI: 10.1016/j.neulet.2021.135753] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 02/03/2021] [Accepted: 02/14/2021] [Indexed: 02/07/2023]
Abstract
This article provides a succinct overview of sex differences in epilepsy and putative molecular mechanisms underlying sex differences in seizure susceptibility in chemical, genetic, and acquired epileptogenesis. The susceptibility to excitability episodes and occurrence of epileptic seizures are generally higher in men than women. The precise molecular mechanisms remain unclear, but differences in regional morphology and neural circuits in men and women may explain differential vulnerability to seizures and epileptogenic cascades. Changes in seizure sensitivity can be attributed to steroid hormones, including fluctuations in neurosteroids as well as neuroplasticity in their receptor signaling systems. Other potential neurobiological bases for sex differences in epilepsies include differences in brain development, neurogenesis, neuronal chloride homeostasis, and neurotrophic and glial responses. In catamenial epilepsy, a gender-specific neuroendocrine condition, epileptic seizures are most often clustered around a specific menstrual period in adult women. A deeper understanding of the molecular and neural network basis of sex differences in seizures and response to antiepileptic drugs is highly warranted for designing effective, sex-specific therapies for epilepsy, epileptogenesis, and seizure disorders.
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Affiliation(s)
- Doodipala Samba Reddy
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University College of Medicine, Bryan, TX, United States.
| | - Wesley Thompson
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University College of Medicine, Bryan, TX, United States
| | - Gianmarco Calderara
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University College of Medicine, Bryan, TX, United States
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9
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Boux F, Forbes F, Collomb N, Zub E, Mazière L, de Bock F, Blaquiere M, Stupar V, Depaulis A, Marchi N, Barbier EL. Neurovascular multiparametric MRI defines epileptogenic and seizure propagation regions in experimental mesiotemporal lobe epilepsy. Epilepsia 2021; 62:1244-1255. [PMID: 33818790 DOI: 10.1111/epi.16886] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 03/05/2021] [Accepted: 03/05/2021] [Indexed: 12/26/2022]
Abstract
OBJECTIVE Improving the identification of the epileptogenic zone and associated seizure-spreading regions represents a significant challenge. Innovative brain-imaging modalities tracking neurovascular dynamics during seizures may provide new disease biomarkers. METHODS With use of a multi-parametric magnetic resonance imaging (MRI) analysis at 9.4 Tesla, we examined, elaborated, and combined multiple cellular and cerebrovascular MRI read-outs as imaging biomarkers of the epileptogenic and seizure-propagating regions. Analyses were performed in an experimental model of mesial temporal lobe epilepsy (MTLE) generated by unilateral intra-hippocampal injection of kainic acid (KA). RESULTS In the ipsilateral epileptogenic hippocampi, tissue T1 and blood-brain barrier (BBB) permeability to gadolinium were increased 48-72 hours post-KA, as compared to sham and contralateral hippocampi. BBB permeability endured during spontaneous focal seizures (4-6 weeks), along with a significant increase of apparent diffusion coefficient (ADC) and blood volume fraction (BVf). Simultaneously, ADC and BVf were augmented in the contralateral hippocampus, a region characterized by electroencephalographic seizure spreading, discrete histological neurovascular cell modifications, and no tissue sclerosis. We next asked whether combining all the acquired MRI parameters could deliver criteria to classify the epileptogenic from the seizure-spreading and sham hippocampi in these experimental conditions and over time. To differentiate sham from epileptogenic areas, the automatic multi-parametric classification provided a maximum accuracy of 97.5% (32 regions) 48-72 hours post-KA and of 100% (60 regions) at spontaneous seizures stage. To differentiate sham, epileptogenic, and seizure-spreading areas, the accuracies of the automatic classification were 93.1% (42 regions) 48-72 hours post-KA and 95% (80 regions) at spontaneous seizure stage. SIGNIFICANCE Combining multi-parametric MRI acquisition and machine-learning analyses delivers specific imaging identifiers to segregate the epileptogenic from the contralateral seizure-spreading hippocampi in experimental MTLE. The potential clinical value of our findings is critically discussed.
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Affiliation(s)
- Fabien Boux
- Univ. Grenoble Alpes, Grenoble Institut Neurosciences, Inserm, U1216, Grenoble 38000, France.,Inria, CNRS, G-INP, University of Grenoble Alpes, Grenoble, France
| | - Florence Forbes
- Inria, CNRS, G-INP, University of Grenoble Alpes, Grenoble, France
| | - Nora Collomb
- Univ. Grenoble Alpes, Grenoble Institut Neurosciences, Inserm, U1216, Grenoble 38000, France
| | - Emma Zub
- Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (University of Montpellier, UMR 5203 CNRS, U 1191 INSERM), Montpellier, France
| | - Lucile Mazière
- Univ. Grenoble Alpes, Grenoble Institut Neurosciences, Inserm, U1216, Grenoble 38000, France
| | - Fréderic de Bock
- Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (University of Montpellier, UMR 5203 CNRS, U 1191 INSERM), Montpellier, France
| | - Marine Blaquiere
- Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (University of Montpellier, UMR 5203 CNRS, U 1191 INSERM), Montpellier, France
| | - Vasile Stupar
- Univ. Grenoble Alpes, Grenoble Institut Neurosciences, Inserm, U1216, Grenoble 38000, France
| | - Antoine Depaulis
- Univ. Grenoble Alpes, Grenoble Institut Neurosciences, Inserm, U1216, Grenoble 38000, France
| | - Nicola Marchi
- Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (University of Montpellier, UMR 5203 CNRS, U 1191 INSERM), Montpellier, France
| | - Emmanuel L Barbier
- Univ. Grenoble Alpes, Grenoble Institut Neurosciences, Inserm, U1216, Grenoble 38000, France
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10
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Klement W, Oliviero F, Gangarossa G, Zub E, De Bock F, Forner-Piquer I, Blaquiere M, Lasserre F, Pascussi JM, Maurice T, Audinat E, Ellero-Simatos S, Gamet-Payrastre L, Mselli-Lakhal L, Marchi N. Life-long Dietary Pesticide Cocktail Induces Astrogliosis Along with Behavioral Adaptations and Activates p450 Metabolic Pathways. Neuroscience 2020; 446:225-237. [PMID: 32736067 DOI: 10.1016/j.neuroscience.2020.07.039] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Revised: 07/20/2020] [Accepted: 07/21/2020] [Indexed: 02/06/2023]
Abstract
Exposure to environmental contaminants is a public health concern. However, pre-clinical studies that examine the impact of pesticides at low-dose and the long-term consequences are uncommon. Here, C57BL6/j male and female mice were daily fed from weaning and up to 12 months, corresponding to early-childhood into middle-age in humans, using chow pellets containing a cocktail of pesticides at tolerable daily intake levels. We found that 12 months of dietary exposure to pesticides was associated with a moderate perenchymal or perivascular astrogliosis in specific hippocampal sub-regions. The expression of platelet-derived growth factor receptor beta was modified at the perivascular level. Examination of Iba1+ microglial cells did not reveal sizeable changes. Concomitantly to astrogliosis, spontaneous spatial memory and sociability were modified in males at 12 months of dietary exposure to pesticides. Telemetry electrocorticograhic explorations ruled out the presence of epileptiform activity or theta-gamma wave modifications in these conditions. Long-term pesticides impacted the periphery where the hepatic P450 metabolic cytochromes Cyp4a14 and Cyp4a10 were significantly upregulated in male and female mice during the 12 months of exposure. The expression of β-oxidation genes, such as Acox1, Cpt1a and Eci, was also significantly increased in male and female mice in response to pesticides. Collectively, our results indicate that a life-long exposure to a pesticide cocktail elicits sex-dependent, spatio-temporally restricted brain modifications and significant activation of P450 pathways in the periphery. These brain-peripheral adjustments are discussed as time or age-dependent vulnerability elements.
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Affiliation(s)
- Wendy Klement
- Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Fabiana Oliviero
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UPS, 31300 Toulouse, France
| | | | - Emma Zub
- Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Frederic De Bock
- Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Isabel Forner-Piquer
- Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Marine Blaquiere
- Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Frederic Lasserre
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UPS, 31300 Toulouse, France
| | - Jean-Marc Pascussi
- Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Tangui Maurice
- MMDN, University of Montpellier, EPHE, INSERM, UMR_S1198, Montpellier, France
| | - Etienne Audinat
- Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Sandrine Ellero-Simatos
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UPS, 31300 Toulouse, France
| | - Laurence Gamet-Payrastre
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UPS, 31300 Toulouse, France
| | - Laila Mselli-Lakhal
- Toxalim (Research Centre in Food Toxicology), Université de Toulouse, INRAE, ENVT, INP-Purpan, UPS, 31300 Toulouse, France
| | - Nicola Marchi
- Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France.
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11
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Torres-Vergara P, Ho YS, Espinoza F, Nualart F, Escudero C, Penny J. The constitutive androstane receptor and pregnane X receptor in the brain. Br J Pharmacol 2020; 177:2666-2682. [PMID: 32201941 DOI: 10.1111/bph.15055] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 03/11/2020] [Accepted: 03/12/2020] [Indexed: 12/16/2022] Open
Abstract
Since their discovery, the orphan nuclear receptors constitutive androstane receptor (CAR;NR1I3) and pregnane X receptor (PXR;NR1I2) have been regarded as master regulators of drug disposition and detoxification mechanisms. They regulate the metabolism and transport of endogenous mediators and xenobiotics in organs including the liver, intestine and brain. However, with proposals of new physiological functions for NR1I3 and NR1I2, there is increasing interest in the role of these receptors in influencing brain function. This review will summarise key findings regarding the expression and function of NR1I3 and NR1I2 in the brain, hereby highlighting the need for further research in this field.
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Affiliation(s)
- Pablo Torres-Vergara
- Departamento de Farmacia, Facultad de Farmacia, Universidad de Concepción, Concepción, Chile.,Centro de Microscopía Avanzada, CMA-BIO BIO, Laboratorio de Neurobiología y Células Madres NeuroCellT, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile.,Group of Research and Innovation in Vascular Health (GRIVAS Health), Universidad del Bío Bío, Chillán, Chile
| | - Yu Siong Ho
- Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Health and Medicine, The University of Manchester, Manchester, UK
| | - Francisca Espinoza
- Centro de Microscopía Avanzada, CMA-BIO BIO, Laboratorio de Neurobiología y Células Madres NeuroCellT, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile
| | - Francisco Nualart
- Centro de Microscopía Avanzada, CMA-BIO BIO, Laboratorio de Neurobiología y Células Madres NeuroCellT, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, Chile
| | - Carlos Escudero
- Laboratorio de FisiologíaVascular, Departamento de Ciencias Básicas, Facultad de Ciencias Básicas, Universidad del Bío-Bío, Chillán, Chile.,Group of Research and Innovation in Vascular Health (GRIVAS Health), Universidad del Bío Bío, Chillán, Chile
| | - Jeffrey Penny
- Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Health and Medicine, The University of Manchester, Manchester, UK
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12
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Zub E, Canet G, Garbelli R, Blaquiere M, Rossini L, Pastori C, Sheikh M, Reutelingsperger C, Klement W, de Bock F, Audinat E, Givalois L, Solito E, Marchi N. The GR-ANXA1 pathway is a pathological player and a candidate target in epilepsy. FASEB J 2019; 33:13998-14009. [PMID: 31618599 DOI: 10.1096/fj.201901596r] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Immune changes occur in experimental and clinical epilepsy. Here, we tested the hypothesis that during epileptogenesis and spontaneous recurrent seizures (SRS) an impairment of the endogenous anti-inflammatory pathway glucocorticoid receptor (GR)-annexin A1 (ANXA1) occurs. By administrating exogenous ANXA1, we studied whether pharmacological potentiation of the anti-inflammatory response modifies seizure activity and pathophysiology. We used an in vivo model of temporal lobe epilepsy based on intrahippocampal kainic acid (KA) injection. Video-electroencephalography, molecular biology analyses on brain and peripheral blood samples, and pharmacological investigations were performed in this model. Human epileptic cortices presenting type II focal cortical dysplasia (IIa and b), hippocampi with or without hippocampal sclerosis (HS), and available controls were used to study ANXA1 expression. A decrease of phosphorylated (phospho-) GR and phospho-GR/tot-GR protein expression occurred in the hippocampus during epileptogenesis. Downstream to GR, the anti-inflammatory protein ANXA1 remained at baseline levels while inflammation installed and endured. In peripheral blood, ANXA1 and corticosterone levels showed no significant modifications during disease progression except for an early and transient increase poststatus epilepticus. These results indicate inadequate ANXA1 engagement over time and in these experimental conditions. By analyzing human brain specimens, we found that where significant inflammation exists, the pattern of ANXA1 immunoreactivity was abnormal because the typical perivascular ANXA1 immunoreactivity was reduced. We next asked whether potentiation of the endogenous anti-inflammatory mechanism by ANXA1 administration modifies the disease pathophysiology. Although with varying efficacy, administration of exogenous ANXA1 somewhat reduced the time spent in seizure activity as compared to saline. These results indicate that the anti-inflammatory GR-ANXA1 pathway is defective during experimental seizure progression. The prospect of pharmacologically restoring or potentiating this endogenous anti-inflammatory mechanism as an add-on therapeutic strategy for specific forms of epilepsy is proposed.-Zub, E., Canet, G., Garbelli, R., Blaquiere, M., Rossini, L., Pastori, C., Sheikh, M., Reutelingsperger, C., Klement, W., de Bock, F., Audinat, E., Givalois, L., Solito, E., Marchi, N. The GR-ANXA1 pathway is a pathological player and a candidate target in epilepsy.
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Affiliation(s)
- Emma Zub
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics, Unité Mixtes de Recherche (UMR) 5203 Centre National de la Recherche Scientifique (CNRS) - Unité 1191 INSERM, University of Montpellier, Montpellier, France
| | - Geoffrey Canet
- Molecular Mechanisms in Neurodegenerative Diseases, INSERM Unité 1198, University of Montpellier, Montpellier, France
| | - Rita Garbelli
- Epilepsy Unit, Fondazione Istituto Di Ricovero e Cura a Carattere Scientifico (IRCCS), Istituto Neurologico Carlo Besta, Milan, Italy
| | - Marine Blaquiere
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics, Unité Mixtes de Recherche (UMR) 5203 Centre National de la Recherche Scientifique (CNRS) - Unité 1191 INSERM, University of Montpellier, Montpellier, France
| | - Laura Rossini
- Epilepsy Unit, Fondazione Istituto Di Ricovero e Cura a Carattere Scientifico (IRCCS), Istituto Neurologico Carlo Besta, Milan, Italy
| | - Chiara Pastori
- Epilepsy Unit, Fondazione Istituto Di Ricovero e Cura a Carattere Scientifico (IRCCS), Istituto Neurologico Carlo Besta, Milan, Italy
| | - Madeeha Sheikh
- William Harvey Research Institute, Barts and The London, Queen Mary's School of Medicine and Dentistry, London, United Kingdom
| | - Chris Reutelingsperger
- Department of Biochemistry, Cardiovascular Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Wendy Klement
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics, Unité Mixtes de Recherche (UMR) 5203 Centre National de la Recherche Scientifique (CNRS) - Unité 1191 INSERM, University of Montpellier, Montpellier, France
| | - Frederic de Bock
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics, Unité Mixtes de Recherche (UMR) 5203 Centre National de la Recherche Scientifique (CNRS) - Unité 1191 INSERM, University of Montpellier, Montpellier, France
| | - Etienne Audinat
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics, Unité Mixtes de Recherche (UMR) 5203 Centre National de la Recherche Scientifique (CNRS) - Unité 1191 INSERM, University of Montpellier, Montpellier, France
| | - Laurent Givalois
- Molecular Mechanisms in Neurodegenerative Diseases, INSERM Unité 1198, University of Montpellier, Montpellier, France
| | - Egle Solito
- William Harvey Research Institute, Barts and The London, Queen Mary's School of Medicine and Dentistry, London, United Kingdom.,Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli Federico II, Naples, Italy
| | - Nicola Marchi
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics, Unité Mixtes de Recherche (UMR) 5203 Centre National de la Recherche Scientifique (CNRS) - Unité 1191 INSERM, University of Montpellier, Montpellier, France
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13
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Gogou M, Pavlou E. Efficacy of antiepileptic drugs in the era of pharmacogenomics: A focus on childhood. Eur J Paediatr Neurol 2019; 23:674-684. [PMID: 31280948 DOI: 10.1016/j.ejpn.2019.06.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 05/23/2019] [Accepted: 06/24/2019] [Indexed: 01/11/2023]
Abstract
BACKGROUND In recent years advances in the field of pharmacogenomics have expanded the concept for more individualized treatments. Our aim is to provide literature data about the relationship between genetic polymorphisms and efficacy of antiepileptic drugs in children. METHODS Pubmed was used as the main medical database source. Only original research papers were considered. No year-of-publication restriction was placed. Quality of evidence was assessed according to American Academy of Neurology guidelines. RESULTS A total of 12 cross-sectional and case-control studies fulfilled our selection criteria. ABCB1 gene was associated with drug responsiveness in 2 out of 6 studies and ABCC2 gene in 1 out of 1 studies. SCN1A gene was also associated with seizure control in 4 out of 5 studies. Cytochrome P450 genes were found to significantly affect drug responsiveness in 2 out of 4 studies, while polymorphisms of uridinediphosphateglucuronosyltransferaseUGT2B7 gene predisposed to drug-resistance in 1 out of 2 studies. CONCLUSION Variability in genes coding for sodium channels, drug transporters and cytochrome P450 enzymes can have a significant impact on response to antiepileptic drugs. Larger prospective studies with better stratification of samples are needed to shed light on these associations.
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Affiliation(s)
- Maria Gogou
- 2nd Department of Pediatrics, University General Hospital AHEPA, Thessaloniki, Greece.
| | - Evangelos Pavlou
- 2nd Department of Pediatrics, University General Hospital AHEPA, Thessaloniki, Greece
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14
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Choudhary N, Singh V. Insights about multi-targeting and synergistic neuromodulators in Ayurvedic herbs against epilepsy: integrated computational studies on drug-target and protein-protein interaction networks. Sci Rep 2019; 9:10565. [PMID: 31332210 PMCID: PMC6646331 DOI: 10.1038/s41598-019-46715-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Accepted: 07/03/2019] [Indexed: 12/24/2022] Open
Abstract
Epilepsy, that comprises a wide spectrum of neuronal disorders and accounts for about one percent of global disease burden affecting people of all age groups, is recognised as apasmara in the traditional medicinal system of Indian antiquity commonly known as Ayurveda. Towards exploring the molecular level complex regulatory mechanisms of 63 anti-epileptic Ayurvedic herbs and thoroughly examining the multi-targeting and synergistic potential of 349 drug-like phytochemicals (DPCs) found therein, in this study, we develop an integrated computational framework comprising of network pharmacology and molecular docking studies. Neuromodulatory prospects of anti-epileptic herbs are probed and, as a special case study, DPCs that can regulate metabotropic glutamate receptors (mGluRs) are inspected. A novel methodology to screen and systematically analyse the DPCs having similar neuromodulatory potential vis-à-vis DrugBank compounds (NeuMoDs) is developed and 11 NeuMoDs are reported. A repertoire of 74 DPCs having poly-pharmacological similarity with anti-epileptic DrugBank compounds and those under clinical trials is also reported. Further, high-confidence PPI-network specific to epileptic protein-targets is developed and the potential of DPCs to regulate its functional modules is investigated. We believe that the presented schema can open-up exhaustive explorations of indigenous herbs towards meticulous identification of clinically relevant DPCs against various diseases and disorders.
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Affiliation(s)
- Neha Choudhary
- Centre for Computational Biology and Bioinformatics, School of Life Sciences, Central University of Himachal Pradesh, Dharamshala, 176206, India
| | - Vikram Singh
- Centre for Computational Biology and Bioinformatics, School of Life Sciences, Central University of Himachal Pradesh, Dharamshala, 176206, India.
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15
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Klement W, Blaquiere M, Zub E, deBock F, Boux F, Barbier E, Audinat E, Lerner-Natoli M, Marchi N. A pericyte-glia scarring develops at the leaky capillaries in the hippocampus during seizure activity. Epilepsia 2019; 60:1399-1411. [PMID: 31135065 DOI: 10.1111/epi.16019] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 04/28/2019] [Accepted: 04/28/2019] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Inflammatory cerebrovascular damage occurs in epilepsy. Here, we tested the hypothesis that a pericyte-glia scar forms around the outer wall of hippocampal capillaries in a model of temporal lobe epilepsy associated with hippocampal sclerosis. We studied the participation of stromal cells expressing platelet-derived growth factor receptor beta (PDGFRβ) and extracellular matrix modifications to the perivascular scar during epileptogenesis. METHODS We used NG2DsRed/C57BL6 mice and induced status epilepticus (SE) followed by epileptogenesis and spontaneous recurrent seizures (SRS) by means of unilateral intrahippocampal injection of kainic acid (KA). For pharmacological assessment, we used organotypic hippocampal cultures (OHCs) where ictal electrographic activity was elicited by KA or bicuculline. RESULTS NG2DsRed pericytes, GFAP astroglia, and IBA1 microglia are reactive and converge to form a pericapillary multicellular scar in the CA hippocampal regions during epileptogenesis and at SRS. The capillaries are leaky as indicated by fluorescein entering the parenchyma from the peripheral blood. Concomitantly, PDGFRβ transcript and protein levels were significantly increased. Within the regional scar, a fibrotic-like PDGFRβ mesh developed around the capillaries, peaking at 1 week post-SE and regressing, but not resolving, at SRS. Abnormal distribution or accumulation of extracellular matrix collagens III/IV occurred in the CA regions during seizure progression. PDGFRβ/DAPI cells were in direct contact with or adjacent to the damaged NG2DsRed pericytes at the capillary interface, consistent with the notion of stromal cell reactivity or fibroblast formation. Inducing electrographic activity in OHCs was sufficient to augment PDGFRβ reactivity around the capillaries. The latter effect was pharmacologically mimicked by treating OHCs with the PDGFRβ agonist PDGF-BB and it was diminished by the PDGFRβ inhibitor imatinib. SIGNIFICANCE The reported multicellular activation and scar are traits of perivascular inflammation and hippocampal sclerosis in experimental epilepsy, with an implication for neurovascular dysfunction. Modulation of PDGFRβ could be exploited to target inflammation in this chronic disease setting.
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Affiliation(s)
- Wendy Klement
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Marine Blaquiere
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Emma Zub
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Frederic deBock
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Fabien Boux
- Grenoble Neuroscience Institute, GIN, Inserm U 1216 - Grenoble University, La Tronche, France
| | - Emmanuel Barbier
- Grenoble Neuroscience Institute, GIN, Inserm U 1216 - Grenoble University, La Tronche, France
| | - Etienne Audinat
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Mireille Lerner-Natoli
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
| | - Nicola Marchi
- Laboratory of Cerebrovascular and Glia Research, Department of Neuroscience, Institute of Functional Genomics (UMR 5203 CNRS - U 1191 INSERM, University of Montpellier), Montpellier, France
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16
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Girard B, Tuduri P, Moreno MP, Sakkaki S, Barboux C, Bouschet T, Varrault A, Vitre J, McCort-Tranchepain I, Dairou J, Acher F, Fagni L, Marchi N, Perroy J, Bertaso F. The mGlu7 receptor provides protective effects against epileptogenesis and epileptic seizures. Neurobiol Dis 2019; 129:13-28. [PMID: 31051234 DOI: 10.1016/j.nbd.2019.04.016] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 03/28/2019] [Accepted: 04/29/2019] [Indexed: 01/26/2023] Open
Abstract
Finding new targets to control or reduce seizure activity is essential to improve the management of epileptic patients. We hypothesized that activation of the pre-synaptic and inhibitory metabotropic glutamate receptor type 7 (mGlu7) reduces spontaneous seizures. We tested LSP2-9166, a recently developed mGlu7/4 agonist with unprecedented potency on mGlu7 receptors, in two paradigms of epileptogenesis. In a model of chemically induced epileptogenesis (pentylenetetrazole systemic injection), LSP2-9166 induces an anti-epileptogenic effect rarely observed in preclinical studies. In particular, we found a bidirectional modulation of seizure progression by mGlu4 and mGlu7 receptors, the latter preventing kindling. In the intra-hippocampal injection of kainic acid mouse model that mimics the human mesial temporal lobe epilepsy, we found that LSP2-9166 reduces seizure frequency and hippocampal sclerosis. LSP2-9166 also acts as an anti-seizure drug on established seizures in both models tested. Specific modulation of the mGlu7 receptor could represent a novel approach to reduce pathological network remodeling.
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Affiliation(s)
- Benoit Girard
- IGF, CNRS, INSERM, Univ Montpellier, Montpellier, France
| | - Pola Tuduri
- IGF, CNRS, INSERM, Univ Montpellier, Montpellier, France
| | | | - Sophie Sakkaki
- IGF, CNRS, INSERM, Univ Montpellier, Montpellier, France
| | | | | | - Annie Varrault
- IGF, CNRS, INSERM, Univ Montpellier, Montpellier, France
| | - Jihane Vitre
- IGF, CNRS, INSERM, Univ Montpellier, Montpellier, France
| | | | | | | | - Laurent Fagni
- IGF, CNRS, INSERM, Univ Montpellier, Montpellier, France
| | - Nicola Marchi
- IGF, CNRS, INSERM, Univ Montpellier, Montpellier, France
| | - Julie Perroy
- IGF, CNRS, INSERM, Univ Montpellier, Montpellier, France
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17
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Haduch A, Daniel WA. The engagement of brain cytochrome P450 in the metabolism of endogenous neuroactive substrates: a possible role in mental disorders. Drug Metab Rev 2019; 50:415-429. [PMID: 30501426 DOI: 10.1080/03602532.2018.1554674] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The current state of knowledge indicates that the cerebral cytochrome P450 (CYP) plays an important role in the endogenous metabolism in the brain. Different CYP isoenzymes mediate metabolism of many endogenous substrates such as monoaminergic neurotransmitters, neurosteroids, cholesterol, vitamins and arachidonic acid. Therefore, these enzymes may affect brain development, susceptibility to mental and neurodegenerative diseases and may contribute to their pathophysiology. In addition, they can modify the therapeutic effects of psychoactive drugs at the place of their target action in the brain, where the drugs can act by affecting the metabolism of endogenous substrates. The article focuses on the role of cerebral CYP isoforms in the metabolism of neurotransmitters, neurosteroids, and cholesterol, and their possible involvement in animal behavior, as well as in stress, depression, schizophrenia, cognitive processes, learning, and memory. CYP-mediated alternative pathways of dopamine and serotonin synthesis may have a significant role in the local production of these neurotransmitters in the brain regions where the disturbances of these neurotransmitter systems are observed in depression and schizophrenia. The local alternative synthesis of neurotransmitters may be of great importance in the brain, since dopamine and serotonin do not pass the blood-brain barrier and cannot be supplied from the periphery. In vitro studies indicate that human CYP2D6 catalyzing dopamine and serotonin synthesis is more efficient in these reactions than the rat CYP2D isoforms. It suggests that these alternative pathways may have much greater significance in the human brain but confirmation of these assumptions requires further studies.
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Affiliation(s)
- Anna Haduch
- a Department of Pharmacokinetics and Drug Metabolism, Institute of Pharmacology , Polish Academy of Sciences , Kraków , Poland
| | - Władysława Anna Daniel
- a Department of Pharmacokinetics and Drug Metabolism, Institute of Pharmacology , Polish Academy of Sciences , Kraków , Poland
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18
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Dynamic and Sex-Specific Changes in Gonadotropin-Releasing Hormone Neuron Activity and Excitability in a Mouse Model of Temporal Lobe Epilepsy. eNeuro 2018; 5:eN-NWR-0273-18. [PMID: 30255128 PMCID: PMC6153338 DOI: 10.1523/eneuro.0273-18.2018] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 09/04/2018] [Accepted: 09/05/2018] [Indexed: 12/28/2022] Open
Abstract
Reproductive endocrine disorders are prominent comorbidities of temporal lobe epilepsy (TLE) in both men and women. The neural mechanisms underlying these comorbidities remain unclear, but hypothalamic gonadotropin-releasing hormone (GnRH) neurons may be involved. Here, we report the first direct demonstrations of aberrant GnRH neuron function in an animal model of epilepsy. Recordings of GnRH neuron firing and excitability were made in acute mouse brain slices prepared two months after intrahippocampal injection of kainate (KA) or control saline, a well-established TLE model in which most females develop comorbid estrous cycle disruption. GnRH neurons from control females showed elevated firing and excitability on estrus compared with diestrus. By contrast, cells from KA-injected females that developed prolonged, disrupted estrous cycles (KA-long) showed the reverse pattern. Firing rates of cells from KA-injected females that maintained regular cycles (KA-regular) were not different from controls on diestrus, but were reduced on estrus. In KA-injected males, only GnRH neurons in the medial septum displayed elevated firing. In contrast to the diestrus versus estrus and sex-specific changes in firing, GnRH neuron intrinsic excitability was elevated in all KA-injected groups, indicating a role for afferent synaptic and neuromodulatory inputs in shaping overall changes in firing activity. Furthermore, KA-injected females showed cycle-stage-specific changes in circulating sex steroids on diestrus and estrus that also differed between KA-long and KA-regular groups. Together, these findings reveal that the effects of epilepsy on the neural control of reproduction are dynamic across the estrous cycle, distinct in association with comorbid estrous cycle disruption severity, and sex-specific.
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