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

Journal article


Altmann, Andre, Ryten, Mina, Di Nunzio, Martina, Ravizza, Teresa, Tolomeo, Daniele, Reynolds, Regina H., Somani, Alyma, Bacigaluppi, Marco, Iori, Valentina, Micotti, Edoardo, Di Sapia, Rossella, Cerovic, Milica, Palma, Eleonora, Ruffolo, Gabriele, Botía, Juan A., Absil, Julie, Alhusaini, Saud, Alvim, Marina K. M., Auvinen, Pia, ... Sisodiya, Sanjay M.. (2022). A systems-level analysis highlights microglial activation as a modifying factor in common epilepsies. Neuropathology and Applied Neurobiology. 48(1), p. Article e12758. https://doi.org/10.1111/nan.12758
AuthorsAltmann, Andre, Ryten, Mina, Di Nunzio, Martina, Ravizza, Teresa, Tolomeo, Daniele, Reynolds, Regina H., Somani, Alyma, Bacigaluppi, Marco, Iori, Valentina, Micotti, Edoardo, Di Sapia, Rossella, Cerovic, Milica, Palma, Eleonora, Ruffolo, Gabriele, Botía, Juan A., Absil, Julie, Alhusaini, Saud, Alvim, Marina K. M., Auvinen, Pia, Bargallo, Nuria, Bartolini, Emanuele, Bender, Benjamin, Bergo, Felipe P. G., Bernardes, Tauana, Bernasconi, Andrea, Bernasconi, Neda, Bernhardt, Boris C., Blackmon, Karen, Braga, Barbara, Caligiuri, Maria Eugenia, Calvo, Anna, Carlson, Chad, Carr, Sarah J. A., Cavalleri, Gianpiero L., Cendes, Fernando, Chen, Jian, Chen, Shuai, Cherubini, Andrea, Concha, Luis, David, Philippe, Delanty, Norman, Depondt, Chantal, Devinsky, Orrin, Doherty, Colin P, Domin, Martin, Focke, Niels K., Foley, Sonya, Franca, Wendy, Gambardella, Antonio, Guerrini, Renzo, Hamandi, Khalid, Hibar, Derrek P., Isaev, Dmitry, Jackson, Graeme D., Jahanshad, Neda, Kälviäinen, Reetta, Keller, Simon S., Kochunov, Peter, Kotikalapudi, Raviteja, Kowalczyk, Magdalena, Kuzniecky, Ruben, Kwan, Patrick, Labate, Angelo, Langner, Soenke, Lenge, Matteo, Liu, Min, Martin, Pascal, Mascalchi, Mario, Meletti, Stefano, Morita-Sherman, Marcia E., O'Brien, Terence J., Pariente, Jose C., Richardson, Mark P., Rodriguez-Cruces, Raul, Rummel, Christian, Saavalainen, Taavi, Semmelroch, Mira K., Severino, Mariasavina, Striano, Pasquale, Thesen, Thomas, Thomas, Rhys H., Tondelli, Manuela, Tortora, Domenico, Vaudano, Anna Elisabetta, Vivash, Lucy, von Podewils, Felix, Wagner, Jan, Weber, Bernd, Wiest, Roland, Yasuda, Clarissa L., Zhang, Guohao, Zhang, Junsong, ENIGMA-Epilepsy Working Group, Leu, Costin, Avbersek, Andreja, EpiPGX Consortium, Thom, Maria, Whelan, Christopher D., Thompson, Paul, McDonald, Carrie R., Vezzani, Annamaria and Sisodiya, Sanjay M.
Abstract

Aims
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.

Keywordscortical thinning; gene expression; MRI; post mortem
Year2022
JournalNeuropathology and Applied Neurobiology
Journal citation48 (1), p. Article e12758
PublisherJohn Wiley & Sons Ltd
ISSN0305-1846
Digital Object Identifier (DOI)https://doi.org/10.1111/nan.12758
PubMed ID34388852
Scopus EID2-s2.0-85114315833
PubMed Central IDPMC8983060
Open accessPublished as ‘gold’ (paid) open access
Page range1-15
Publisher's version
License
File Access Level
Open
Output statusPublished
Publication dates
Online05 Sep 2021
Publication process dates
Accepted15 Jul 2021
Deposited16 Dec 2021
Permalink -

https://acuresearchbank.acu.edu.au/item/8x36x/a-systems-level-analysis-highlights-microglial-activation-as-a-modifying-factor-in-common-epilepsies

Download files


Publisher's version
  • 105
    total views
  • 37
    total downloads
  • 1
    views this month
  • 0
    downloads this month
These values are for the period from 19th October 2020, when this repository was created.

Export as

Related outputs

Do mindfulness-based interventions change brain function in people with substance dependence? A systematic review of the fMRI evidence
Lorenzetti, Valentina, Gaillard, Alexandra, Beyer, Emillie, Kowalczyk, Magdalena, Kamboj, Sunjeev K., Manning, Victoria and Gleeson, John Francis Martin. (2023). Do mindfulness-based interventions change brain function in people with substance dependence? A systematic review of the fMRI evidence. BMC Psychiatry. 23(1), p. Article 407. https://doi.org/10.1186/s12888-023-04789-7
Structural network alterations in focal and generalized epilepsy assessed in a worldwide ENIGMA study follow axes of epilepsy risk gene expression
Larivière, Sara, Royer, Jessica, Rodríguez-Cruces, Raúl, Paquola, Casey, Caligiuri, Maria Eugenia, Gambardella, Antonio, Concha, Luis, Keller, Simon S., Cendes, Fernando, Yasuda, Clarissa L., Bonilha, Leonardo, Gleichgerrcht, Ezequiel, Focke, Niels K., Domin, Martin, von Podewills, Felix, Langner, Soenke, Rummel, Christian, Wiest, Roland, Martin, Pascal, ... Bernhardt, Boris C.. (2022). Structural network alterations in focal and generalized epilepsy assessed in a worldwide ENIGMA study follow axes of epilepsy risk gene expression. Nature Communications. 13(1), p. Article 4320. https://doi.org/10.1038/s41467-022-31730-5
Topographic divergence of atypical cortical asymmetry and atrophy patterns in temporal lobe epilepsy
Park, Bo-yong, Larivière, Sara, Rodríguez-Cruces, Raul, Royer, Jessica, Tavakol, Shahin, Wang, Yezhou, Caciagli, Lorenzo, Caligiuri, Maria Eugenia, Gambardella, Antonio, Concha, Luis, Keller, Simon S, Cendes, Fernando, Alvim, Marina K M, Yasuda, Clarissa, Bonilha, Leonardo, Gleichgerrcht, Ezequiel, Focke, Niels K, Kreilkamp, Barbara A K, Domin, Martin, ... Bernhardt, Boris C. (2022). Topographic divergence of atypical cortical asymmetry and atrophy patterns in temporal lobe epilepsy. Brain. 145(4), pp. 1285-1298. https://doi.org/10.1093/brain/awab417
Brain anatomical alterations in young cannabis users : Is it all hype? A meta-analysis of structural neuroimaging studies
Lorenzetti, Valentina, Kowalczyk, Magdalena, Duehlmeyer, Leonie, Greenwood, Lisa-Marie, Chye, Yann, Yücel, Murat, Whittle, Sarah and Roberts, Carl A.. (2022). Brain anatomical alterations in young cannabis users : Is it all hype? A meta-analysis of structural neuroimaging studies. Cannabis and Cannabinoid Research. 8(1), pp. 184-196. https://doi.org/10.1089/can.2021.0099
Patterns of brain function associated with cannabis cue-reactivity in regular cannabis users : A systematic review of fMRI studies
Sehl, Hannah, Terrett, Gill, Greenwood, Lisa-Marie, Kowalczyk, Magdalena, Thomson, Hannah, Poudel, Govinda, Manning, Victoria and Lorenzetti, Valentina. (2021). Patterns of brain function associated with cannabis cue-reactivity in regular cannabis users : A systematic review of fMRI studies. Psychopharmacology. 238(10), pp. 2709-2728. https://doi.org/10.1007/s00213-021-05973-x
Do comorbid personality disorders in cocaine dependence exacerbate neuroanatomical alterations? A structural neuroimaging study
Roberts, Carl A., Lorenzetti, Valentina, Albein-Urios, Natalia, Kowalczyk, Magdalena A., Martinez-Gonzalez, Jose M. and Verdejo-Garcia, Antonio. (2021). Do comorbid personality disorders in cocaine dependence exacerbate neuroanatomical alterations? A structural neuroimaging study. Progress in Neuropsychopharmacology and Biological Psychiatry. 110, p. 110298. https://doi.org/10.1016/j.pnpbp.2021.110298
Network-based atrophy modeling in the common epilepsies: A worldwide ENIGMA study
Larivière, Sara, Rodríguez-Cruces, Raúl, Royer, Jessica, Caligiuri, Maria Eugenia, Gambardella, Antonio, Concha, Luis, Keller, Simon S., Cendes, Fernando, Yasuda, Clarissa, Bonilha, Leonardo, Gleichgerrcht, Ezequiel, Focke, Niels K., Domin, Martin, von Podewills, Felix, Langner, Soenke, Rummel, Christian, Wiest, Roland, Martin, Pascal, Kotikalapudi, Raviteja, ... Bernhardt, Boris C.. (2020). Network-based atrophy modeling in the common epilepsies: A worldwide ENIGMA study. Science Advances. 6(47), p. eabc6457. https://doi.org/10.1126/sciadv.abc6457
Dynamic analysis of fMRI activation during epileptic spikes can help identify the seizure origin
Kowalczyk, Magdalena A., Omidvarnia, Amir, Dhollander, Thijs and Jackson, Graeme D.. (2020). Dynamic analysis of fMRI activation during epileptic spikes can help identify the seizure origin. Epilepsia. 61(11), pp. 2558-2571. https://doi.org/10.1111/epi.16695
Towards fast and reliable simultaneous EEG-fMRI analysis of epilepsy with automatic spike detection
Omidvarnia, Amir, Kowalczyk, Magdalena A., Pedersen, Mangor and Jackson, Graeme D.. (2019). Towards fast and reliable simultaneous EEG-fMRI analysis of epilepsy with automatic spike detection. Clinical Neurophysiology. 130(3), pp. 368-378. https://doi.org/10.1016/j.clinph.2018.11.024
Normal cerebral cortical thickness in first-degree relatives of temporal lobe epilepsy patients
Alhusaini, Saud, Kowalczyk, Magdalena A., Yasuda, Clarissa L., Semmelroch, Mira K., Katsurayama, Marilise, Zabin, Matheus, Zanão, Tamires, Nogueira, Mateus H., Alvim, Marina K. M., Ferraz, Victória R., Tsai, Meng-Han, Fitzsimons, Mary, Lopes-Cendes, Iscia, Doherty, Colin P., Cavalleri, Gianpiero L., Cendes, Fernando, Jackson, Graeme D. and Delanty, Norman. (2019). Normal cerebral cortical thickness in first-degree relatives of temporal lobe epilepsy patients. Neurology. 92(4), pp. e351-e358. https://doi.org/10.1212/WNL.0000000000006834
Human GABRG2 generalized epilepsy : Increased somatosensory and striato-thalamic connectivity
Pedersen, Mangor, Kowalczyk, Magdalena, Omidvarnia, Amir, Perucca, Piero, Gooley, Samuel, Petrou, Steven, Scheffer, Ingrid E., Berkovic, Samuel F. and Jackson, Graeme D.. (2019). Human GABRG2 generalized epilepsy : Increased somatosensory and striato-thalamic connectivity. Neurology Genetics. 5(4), p. e340. https://doi.org/10.1212/NXG.0000000000000340
Clinical benefit of presurgical EEG-fMRI in difficult-to-localize focal epilepsy : A single-institution retrospective review.
Kowalczyk, Magdalena A., Omidvarnia, Amir, Abbott, David F., Tailby, Chris, Vaughan, David N. and Jackson, Graeme D.. (2019). Clinical benefit of presurgical EEG-fMRI in difficult-to-localize focal epilepsy : A single-institution retrospective review. Epilepsia. 61(1), pp. 49-60. https://doi.org/10.1111/epi.16399
Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study
Whelan, Christopher D., Altmann, Andre, Botía, Juan A., Jahanshad, Neda, Hibar, Derrek P., Absil, Julie, Alhusaini, Saud, Alvim, Marina K. M., Auvinen, Pia, Bartolini, Emanuele, Bergo, Felipe P. G., Bernardes, Tauana, Blackmon, Karen, Braga, Barbara, Caligiuri, Maria Eugenia, Calvo, Anna, Carr, Sarah J., Chen, Jian, Chen, Shuai, ... Sisodiya, Sanjay M.. (2018). Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study. Brain: a journal of neurology. 141(2), pp. 391-408. https://doi.org/10.1093/brain/awx341
Cognitive impairment in epilepsy : The role of reduced network flexibility
Tailby, Chris, Kowalczyk, Magdalena A. and Jackson, Graeme D.. (2018). Cognitive impairment in epilepsy : The role of reduced network flexibility. Annals of Clinical and Translational Neurology. 5(1), pp. 29-40. https://doi.org/10.1002/acn3.503
Mapping the verbal semantic memory network before anterior temporal lobectomy using a combination of rTMS and fMRI
Sethi, M., Carney, P., Kowalczyk, M., Pedersen, M., Tailby, C. and Jackosn, G.. (2001). Mapping the verbal semantic memory network before anterior temporal lobectomy using a combination of rTMS and fMRI. Epilepsia. 58(Suppl. 5), p. S182. https://doi.org/10.1111/epi.13944