دورية أكاديمية
Network-motif delay differential analysis of brain activity during seizures.
| العنوان: | Network-motif delay differential analysis of brain activity during seizures. |
|---|---|
| المؤلفون: | Lainscsek C; Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, 10010 North Torrey Pines Road, La Jolla, California 92037, USA.; Institute for Neural Computation, University of California San Diego, La Jolla, California 92093, USA., Salami P; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA., Carvalho VR; Department of Psychology, University of Oslo, Forskningsveien 3A, 0373 Oslo, Norway.; RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, University of Oslo, Forskningsveien 3A, 0373 Oslo, Norway.; Laboratório de Modelagem, Análise e Controle de Sistemas Não Lineares, Universidade Federal de Minas Gerais, Av. Antônio Carlos 6627, 31270-901 Belo Horizonte, MG, Brazil., Mendes EMAM; Laboratório de Modelagem, Análise e Controle de Sistemas Não Lineares, Universidade Federal de Minas Gerais, Av. Antônio Carlos 6627, 31270-901 Belo Horizonte, MG, Brazil., Fan M; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA., Cash SS; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA., Sejnowski TJ; Computational Neurobiology Laboratory, The Salk Institute for Biological Studies, 10010 North Torrey Pines Road, La Jolla, California 92037, USA.; Institute for Neural Computation, University of California San Diego, La Jolla, California 92093, USA.; Division of Biological Sciences, University of California San Diego, La Jolla, California 92093, USA. |
| المصدر: | Chaos (Woodbury, N.Y.) [Chaos] 2023 Dec 01; Vol. 33 (12). |
| نوع المنشور: | Journal Article |
| اللغة: | English |
| بيانات الدورية: | Publisher: American Institute of Physics Country of Publication: United States NLM ID: 100971574 Publication Model: Print Cited Medium: Internet ISSN: 1089-7682 (Electronic) Linking ISSN: 10541500 NLM ISO Abbreviation: Chaos Subsets: MEDLINE |
| أسماء مطبوعة: | Publication: Melville, NY : American Institute of Physics Original Publication: Woodbury, NY : American Institute of Physics, 1991- |
| مواضيع طبية MeSH: | Brain* , Seizures*, Humans ; Electrocorticography/methods ; Nonlinear Dynamics ; Electroencephalography/methods |
| مستخلص: | Delay Differential Analysis (DDA) is a nonlinear method for analyzing time series based on principles from nonlinear dynamical systems. DDA is extended here to incorporate network aspects to improve the dynamical characterization of complex systems. To demonstrate its effectiveness, DDA with network capabilities was first applied to the well-known Rössler system under different parameter regimes and noise conditions. Network-motif DDA, based on cortical regions, was then applied to invasive intracranial electroencephalographic data from drug-resistant epilepsy patients undergoing presurgical monitoring. The directional network motifs between brain areas that emerge from this analysis change dramatically before, during, and after seizures. Neural systems provide a rich source of complex data, arising from varying internal states generated by network interactions. (© 2023 Author(s). Published under an exclusive license by AIP Publishing.) |
| References: | Phys Rev E Stat Nonlin Soft Matter Phys. 2007 May;75(5 Pt 2):056211. (PMID: 17677152) J Neurol Neurosurg Psychiatry. 2012 Dec;83(12):1238-48. (PMID: 22917671) Proc Natl Acad Sci U S A. 1994 May 24;91(11):5033-7. (PMID: 8197179) IEEE Trans Biomed Eng. 2003 May;50(5):549-58. (PMID: 12769431) Neuroimage. 2017 Jan 15;145(Pt B):377-388. (PMID: 27477535) Nat Rev Neurol. 2019 Oct;15(10):594-606. (PMID: 31341275) Neuropsychiatr Dis Treat. 2016 Oct 12;12:2605-2616. (PMID: 27789949) Curr Neurol Neurosci Rep. 2015 Nov;15(11):73. (PMID: 26404726) Neuroscientist. 2012 Aug;18(4):360-72. (PMID: 22235060) Proc Natl Acad Sci U S A. 2019 Feb 26;116(9):3847-3852. (PMID: 30808768) Epilepsy Res. 2020 Jan;159:106255. (PMID: 31855828) Chaos. 2019 Dec;29(12):121106. (PMID: 31893650) Front Comput Neurosci. 2013 Jul 16;7:94. (PMID: 23882212) Chaos. 2019 Oct;29(10):101103. (PMID: 31675829) Nature. 1998 Jun 4;393(6684):440-2. (PMID: 9623998) Netw Neurosci. 2018 Jun 01;2(2):218-240. (PMID: 30215034) PLoS One. 2023 Jul 7;18(7):e0287921. (PMID: 37418486) Neural Comput. 2019 Jul;31(7):1271-1326. (PMID: 31113298) J Clin Neurophysiol. 2015 Jun;32(3):220-6. (PMID: 26035674) Epilepsia. 2017 Jul;58(7):1131-1147. (PMID: 28543030) Clin Neurophysiol. 2020 Aug;131(8):1782-1797. (PMID: 32512346) Front Neurol. 2013 Nov 12;4:182. (PMID: 24379798) Neural Comput. 2017 Dec;29(12):3181-3218. (PMID: 28777720) Clin Neurophysiol. 2015 Feb;126(2):227-36. (PMID: 25283711) Brain. 2007 Feb;130(Pt 2):314-33. (PMID: 17008335) J Neurosci Methods. 2019 Mar 15;316:12-21. (PMID: 30707917) Epilepsy Behav. 2021 Aug;121(Pt B):106838. (PMID: 31859231) Clin Neurophysiol. 2021 Nov;132(11):2916-2931. (PMID: 34419344) PLoS Comput Biol. 2021 Jan 25;17(1):e1008377. (PMID: 33493165) Neuron. 2006 Oct 5;52(1):155-68. (PMID: 17015233) Epilepsia. 2013 Nov;54(11):1855-65. (PMID: 24032627) Chaos. 2021 Oct;31(10):103108. (PMID: 34717330) Nat Neurosci. 2015 Feb;18(2):302-9. (PMID: 25599222) Trends Neurosci. 2007 Jul;30(7):357-64. (PMID: 17532060) Epilepsia. 2000;41 Suppl 6:S144-52. (PMID: 10999536) Cereb Cortex. 2007 Jan;17(1):92-9. (PMID: 16452642) Neural Comput. 2015 Mar;27(3):594-614. (PMID: 25602777) |
| معلومات مُعتمدة: | R01 EB026899 United States EB NIBIB NIH HHS; R01 NS062092 United States NS NINDS NIH HHS; RF1 MH132664 United States MH NIMH NIH HHS |
| تواريخ الأحداث: | Date Created: 20231229 Date Completed: 20240103 Latest Revision: 20240210 |
| رمز التحديث: | 20240210 |
| مُعرف محوري في PubMed: | PMC10757649 |
| DOI: | 10.1063/5.0165904 |
| PMID: | 38156987 |
| قاعدة البيانات: | MEDLINE |
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