A systems-level analysis highlights microglial activation as a modifying factor in common epilepsies

dc.contributor.authorAltmann, Andre
dc.contributor.authorRyten, Mina
dc.contributor.authorNunzio, Martina Di
dc.contributor.authorRavizza, Teresa
dc.contributor.authorZhang, Guohao
dc.contributor.authoret al
dc.date.accessioned2022-10-11T16:42:17Z
dc.date.available2022-10-11T16:42:17Z
dc.date.issued2021-08-13
dc.descriptionAuthors: Andre Altmann, Mina Ryten, Martina Di Nunzio, Teresa Ravizza, Daniele Tolomeo, Regina H. Reynolds, Alyma Somani, Marco Bacigaluppi, Valentina Iori, Edoardo Micotti, Rossella Di Sapia, Milica Cerovic, Eleonora Palma, Gabriele Ruffolo, Juan A. Botía, Julie Absil, Saud Alhusaini, Marina K. M. Alvim, Pia Auvinen, Nuria Bargallo, Emanuele Bartolini, Benjamin Bender, Felipe P. G. Bergo, Tauana Bernardes, Andrea Bernasconi, Neda Bernasconi, Boris C. Bernhardt, Karen Blackmon, Barbara Braga, Maria Eugenia Caligiuri, Anna Calvo, Chad Carlson, Sarah J. A. Carr, Gianpiero L. Cavalleri, Fernando Cendes, Jian Chen, Shuai Chen, Andrea Cherubini, Luis Concha, Philippe David, Norman Delanty, Chantal Depondt, Orrin Devinsky, Colin P. Doherty, Martin Domin, Niels K. Focke, Sonya Foley, Wendy Franca, Antonio Gambardella, Renzo Guerrini, Khalid Hamandi, Derrek P. Hibar, Dmitry Isaev, Graeme D. Jackson, Neda Jahanshad, Reetta Kälviäinen, Simon S. Keller, Peter Kochunov, Raviteja Kotikalapudi, Magdalena A. Kowalczyk, Ruben Kuzniecky, Patrick Kwan, Angelo Labate, Soenke Langner, Matteo Lenge, Min Liu, Pascal Martin, Mario Mascalchi, Stefano Meletti, Marcia E. Morita-Sherman, Terence J. O'Brien, Jose C. Pariente, Mark P. Richardson, Raul Rodriguez-Cruces, Christian Rummel, Taavi Saavalainen, Mira K. Semmelroch, Mariasavina Severino, Pasquale Striano, Thomas Thesen, Rhys H. Thomas, Manuela Tondelli, Domenico Tortora, Anna Elisabetta Vaudano, Lucy Vivash, Felix von Podewils, Jan Wagner, Bernd Weber, Roland Wiest, Clarissa L. Yasuda, Guohao Zhang, Junsong Zhang, ENIGMA-Epilepsy Working Group, Costin Leu, Andreja Avbersek, EpiPGX Consortium, Maria Thom, Christopher D. Whelan, Paul Thompson, Carrie R. McDonald, Annamaria Vezzani, Sanjay M. Sisodiyaen_US
dc.description.abstractAims The causes of distinct patterns of reduced cortical thickness in the common human epilepsies, detectable on neuroimaging and with important clinical consequences, are unknown. We investigated the underlying mechanisms of cortical thinning using a systems-level analysis. Methods Imaging-based cortical structural maps from a large-scale epilepsy neuroimaging study were overlaid with highly spatially resolved human brain gene expression data from the Allen Human Brain Atlas. Cell-type deconvolution, differential expression analysis and cell-type enrichment analyses were used to identify differences in cell-type distribution. These differences were followed up in post-mortem brain tissue from humans with epilepsy using Iba1 immunolabelling. Furthermore, to investigate a causal effect in cortical thinning, cell-type-specific depletion was used in a murine model of acquired epilepsy. Results We identified elevated fractions of microglia and endothelial cells in regions of reduced cortical thickness. Differentially expressed genes showed enrichment for microglial markers and, in particular, activated microglial states. Analysis of post-mortem brain tissue from humans with epilepsy confirmed excess activated microglia. In the murine model, transient depletion of activated microglia during the early phase of the disease development prevented cortical thinning and neuronal cell loss in the temporal cortex. Although the development of chronic seizures was unaffected, the epileptic mice with early depletion of activated microglia did not develop deficits in a non-spatial memory test seen in epileptic mice not depleted of microglia. Conclusions These convergent data strongly implicate activated microglia in cortical thinning, representing a new dimension for concern and disease modification in the epilepsies, potentially distinct from seizure control.en_US
dc.description.sponsorshipWe thank Angela Richard-Londt, Francesca Launchbury and Matthew Ellis for assistance with human neuropathology data collection; Mojgansadat Borghei, Ilaria Lagorio and Yi Yao for assistance with data collection; and Rafal Kaminski and Jonathan van Eyll for helpful discussions. We thank Dr L. Porcu (Department of Oncology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milano, Italy) for statistical advice. A. Altmann holds a Medical Research Council eMedLab Medical Bioinformatics Career Development Fellowship. This work was supported by the Medical Research Council (grant number MR/L016311/1). M.R. holds a Medical Research Council Clinician Scientist Fellowship (grant number MR/N008324/1). R.H.R. was supported through the award of a Leonard Wolfson Doctoral Training Fellowship in Neurodegeneration. The work was supported by grants from the European Union (7th Framework Programme [FP7 Ideas: European Research Council] Grants 279062, EpiPGX and 602102, EPITARGET). This work was partly undertaken at UCLH Biomedical Research Centre/UCL, which received a proportion of funding from the Department of Health's NIHR Biomedical Research Centres funding scheme. The Epilepsy Society through the Katy Baggott Foundation supports the Epilepsy Brain and Tissue Bank at UCL, and Epilepsy Research UK (ERUK) supports the Corsellis Epilepsy brain collection. The work was also supported by the Epilepsy Society, UK (C.L., S.M.S.), Associazione Italiana Contro L'Epilessia (FIRE-AICE) and Fondazione Antonio Carlo Monzino (A.V.) and National Institutes of Health (NIH) Grants R01 NS097719 (M.E.M.), U54 EB020403 (P.T.) and NIH/NINDS R01 NS065838 (C.R.M.).en_US
dc.description.urihttps://onlinelibrary.wiley.com/doi/full/10.1111/nan.12758en_US
dc.format.extent15 pagesen_US
dc.genrejournal articlesen_US
dc.identifierdoi:10.13016/m2fg4w-iyyu
dc.identifier.citationAltmann, A, Ryten, M, Di Nunzio, M, et al. A systems-level analysis highlights microglial activation as a modifying factor in common epilepsies. Neuropathol Appl Neurobiol. 2022; 48( 1):e12758. doi:10.1111/nan.12758en_US
dc.identifier.urihttps://doi.org/10.1111/nan.12758
dc.identifier.urihttp://hdl.handle.net/11603/26148
dc.language.isoen_USen_US
dc.publisherWileyen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Student Collection
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.en_US
dc.rightsAttribution 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/us/*
dc.titleA systems-level analysis highlights microglial activation as a modifying factor in common epilepsiesen_US
dc.typeTexten_US

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