Literature DB >> 28053048

Identifying new antiepileptic drugs through genomics-based drug repurposing.

Nasir Mirza1, Greame J Sills1, Munir Pirmohamed1, Anthony G Marson1.   

Abstract

Currently available antiepileptic drugs (AEDs) fail to control seizures in 30% of patients. Genomics-based drug repurposing (GBR) offers the potential of savings in the time and cost of developing new AEDs. In the current study, we used published data and software to identify the transcriptomic signature of chornic temporal lobe epilepsy and the drugs that reverse it. After filtering out compounds based on exclusion criteria, such as toxicity, 36 drugs were retained. 11 of the 36 drugs identified (>30%) have published evidence of the antiepileptic efficacy (for example, curcumin) or antiepileptogenic affect (for example, atorvastatin) in recognised rodent models or patients. By objectively annotating all ∼20,000 compounds in the LINCS database as either having published evidence of antiepileptic efficacy or lacking such evidence, we demonstrated that our set of repurposable drugs is ∼6-fold more enriched with drugs having published evidence of antiepileptic efficacy in animal models than expected by chance (P-value <0.006). Further, we showed that another of our GBR-identified drugs, the commonly-used well-tolerated antihyperglycemic sitagliptin, produces a dose-dependent reduction in seizures in a mouse model of pharmacoresistant epilepsy. In conclusion, GBR successfully identifies compounds with antiepileptic efficacy in animal models and, hence, it is an appealing methodology for the discovery of potential AEDs.
© The Author 2017. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

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Year:  2017        PMID: 28053048     DOI: 10.1093/hmg/ddw410

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  16 in total

Review 1.  From gene networks to drugs: systems pharmacology approaches for AUD.

Authors:  Laura B Ferguson; R Adron Harris; Roy Dayne Mayfield
Journal:  Psychopharmacology (Berl)       Date:  2018-03-01       Impact factor: 4.530

2.  Human geroprotector discovery by targeting the converging subnetworks of aging and age-related diseases.

Authors:  Jialiang Yang; Shouneng Peng; Bin Zhang; Sander Houten; Eric Schadt; Jun Zhu; Yousin Suh; Zhidong Tu
Journal:  Geroscience       Date:  2019-10-21       Impact factor: 7.713

Review 3.  The Library of Integrated Network-Based Cellular Signatures NIH Program: System-Level Cataloging of Human Cells Response to Perturbations.

Authors:  Alexandra B Keenan; Sherry L Jenkins; Kathleen M Jagodnik; Simon Koplev; Edward He; Denis Torre; Zichen Wang; Anders B Dohlman; Moshe C Silverstein; Alexander Lachmann; Maxim V Kuleshov; Avi Ma'ayan; Vasileios Stathias; Raymond Terryn; Daniel Cooper; Michele Forlin; Amar Koleti; Dusica Vidovic; Caty Chung; Stephan C Schürer; Jouzas Vasiliauskas; Marcin Pilarczyk; Behrouz Shamsaei; Mehdi Fazel; Yan Ren; Wen Niu; Nicholas A Clark; Shana White; Naim Mahi; Lixia Zhang; Michal Kouril; John F Reichard; Siva Sivaganesan; Mario Medvedovic; Jaroslaw Meller; Rick J Koch; Marc R Birtwistle; Ravi Iyengar; Eric A Sobie; Evren U Azeloglu; Julia Kaye; Jeannette Osterloh; Kelly Haston; Jaslin Kalra; Steve Finkbiener; Jonathan Li; Pamela Milani; Miriam Adam; Renan Escalante-Chong; Karen Sachs; Alex Lenail; Divya Ramamoorthy; Ernest Fraenkel; Gavin Daigle; Uzma Hussain; Alyssa Coye; Jeffrey Rothstein; Dhruv Sareen; Loren Ornelas; Maria Banuelos; Berhan Mandefro; Ritchie Ho; Clive N Svendsen; Ryan G Lim; Jennifer Stocksdale; Malcolm S Casale; Terri G Thompson; Jie Wu; Leslie M Thompson; Victoria Dardov; Vidya Venkatraman; Andrea Matlock; Jennifer E Van Eyk; Jacob D Jaffe; Malvina Papanastasiou; Aravind Subramanian; Todd R Golub; Sean D Erickson; Mohammad Fallahi-Sichani; Marc Hafner; Nathanael S Gray; Jia-Ren Lin; Caitlin E Mills; Jeremy L Muhlich; Mario Niepel; Caroline E Shamu; Elizabeth H Williams; David Wrobel; Peter K Sorger; Laura M Heiser; Joe W Gray; James E Korkola; Gordon B Mills; Mark LaBarge; Heidi S Feiler; Mark A Dane; Elmar Bucher; Michel Nederlof; Damir Sudar; Sean Gross; David F Kilburn; Rebecca Smith; Kaylyn Devlin; Ron Margolis; Leslie Derr; Albert Lee; Ajay Pillai
Journal:  Cell Syst       Date:  2017-11-29       Impact factor: 10.304

4.  Genome-Wide Expression Profiles Drive Discovery of Novel Compounds that Reduce Binge Drinking in Mice.

Authors:  Laura B Ferguson; Angela R Ozburn; Igor Ponomarev; Pamela Metten; Matthew Reilly; John C Crabbe; R Adron Harris; R Dayne Mayfield
Journal:  Neuropsychopharmacology       Date:  2017-12-18       Impact factor: 7.853

Review 5.  Drug repurposing: progress, challenges and recommendations.

Authors:  Sudeep Pushpakom; Francesco Iorio; Patrick A Eyers; K Jane Escott; Shirley Hopper; Andrew Wells; Andrew Doig; Tim Guilliams; Joanna Latimer; Christine McNamee; Alan Norris; Philippe Sanseau; David Cavalla; Munir Pirmohamed
Journal:  Nat Rev Drug Discov       Date:  2018-10-12       Impact factor: 84.694

6.  Functional Genomics of Epileptogenesis in Animal Models and Humans.

Authors:  Diego A Forero
Journal:  Cell Mol Neurobiol       Date:  2020-07-28       Impact factor: 5.046

7.  Brains, complex systems and therapeutic opportunities in epilepsy.

Authors:  Rod C Scott
Journal:  Seizure       Date:  2021-02-06       Impact factor: 3.414

8.  Drug repositioning in epilepsy reveals novel antiseizure candidates.

Authors:  Leo Brueggeman; Morgan L Sturgeon; Russell M Martin; Andrew J Grossbach; Yasunori Nagahama; Angela Zhang; Mathew A Howard; Hiroto Kawasaki; Shu Wu; Robert A Cornell; Jacob J Michaelson; Alexander G Bassuk
Journal:  Ann Clin Transl Neurol       Date:  2018-12-11       Impact factor: 4.511

9.  In Vitro and In Vivo Pipeline for Validation of Disease-Modifying Effects of Systems Biology-Derived Network Treatments for Traumatic Brain Injury-Lessons Learned.

Authors:  Anssi Lipponen; Teemu Natunen; Mika Hujo; Robert Ciszek; Elina Hämäläinen; Jussi Tohka; Mikko Hiltunen; Jussi Paananen; David Poulsen; Emilia Kansanen; Xavier Ekolle Ndode-Ekane; Anna-Liisa Levonen; Asla Pitkänen
Journal:  Int J Mol Sci       Date:  2019-10-29       Impact factor: 5.923

10.  A Pipeline to Call Multilevel Expression Changes between Cancer and Normal Tissues and Its Applications in Repurposing Drugs Effective for Gastric Cancer.

Authors:  Wei Gao; Jianwei Yang; Changhua Zhuo; Sha Huang; Jinyuan Lin; Guangfeng Wu; Min Zhou
Journal:  Biomed Res Int       Date:  2020-08-05       Impact factor: 3.411

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