Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism
Siemann J, Kroeger A, Bender S, Muthuraman M, Siniatchkin M (2024)
Diagnostics 14(4): 408.
Zeitschriftenaufsatz
| Veröffentlicht | Englisch
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diagnostics-14-00408.pdf
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Autor*in
Siemann, JuliaUniBi;
Kroeger, Anne;
Bender, Stephan;
Muthuraman, Muthuraman;
Siniatchkin, MichaelUniBi
Einrichtung
Abstract / Bemerkung
Objective: Biological motion perception (BMP) correlating with a mirror neuron system (MNS) is attenuated in underage individuals with autism spectrum disorder (ASD). While BMP in typically-developing controls (TDCs) encompasses interconnected MNS structures, ASD data hint at segregated form and motion processing. This coincides with less fewer long-range connections in ASD than TDC. Using BMP and electroencephalography (EEG) in ASD, we characterized directionality and coherence (mu and beta frequencies). Deficient BMP may stem from desynchronization thereof in MNS and may predict social-communicative deficits in ASD. Clinical considerations thus profit from brain–behavior associations. Methods: Point-like walkers elicited BMP using 15 white dots (walker vs. scramble in 21 ASD (mean: 11.3 ± 2.3 years) vs. 23 TDC (mean: 11.9 ± 2.5 years). Dynamic Imaging of Coherent Sources (DICS) characterized the underlying EEG time-frequency causality through time-resolved Partial Directed Coherence (tPDC). Support Vector Machine (SVM) classification validated the group effects (ASD vs. TDC). Results: TDC showed MNS sources and long-distance paths (both feedback and bidirectional); ASD demonstrated distinct from and motion sources, predominantly local feedforward connectivity, and weaker coherence. Brain–behavior correlations point towards dysfunctional networks. SVM successfully classified ASD regarding EEG and performance. Conclusion: ASD participants showed segregated local networks for BMP potentially underlying thwarted complex social interactions. Alternative explanations include selective attention and global–local processing deficits. Significance: This is the first study applying source-based connectivity to reveal segregated BMP networks in ASD regarding structure, cognition, frequencies, and temporal dynamics that may explain socio-communicative aberrancies.
Stichworte
autism;
biological motion perception;
coherence;
segregation;
time-resolved Partial Directed Coherence
Erscheinungsjahr
2024
Zeitschriftentitel
Diagnostics
Band
14
Ausgabe
4
Art.-Nr.
408
Urheberrecht / Lizenzen
eISSN
2075-4418
Finanzierungs-Informationen
Open-Access-Publikationskosten wurden durch die Universität Bielefeld gefördert.
Page URI
https://pub.uni-bielefeld.de/record/2990019
Zitieren
Siemann J, Kroeger A, Bender S, Muthuraman M, Siniatchkin M. Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism. Diagnostics. 2024;14(4): 408.
Siemann, J., Kroeger, A., Bender, S., Muthuraman, M., & Siniatchkin, M. (2024). Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism. Diagnostics, 14(4), 408. https://doi.org/10.3390/diagnostics14040408
Siemann, Julia, Kroeger, Anne, Bender, Stephan, Muthuraman, Muthuraman, and Siniatchkin, Michael. 2024. “Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism”. Diagnostics 14 (4): 408.
Siemann, J., Kroeger, A., Bender, S., Muthuraman, M., and Siniatchkin, M. (2024). Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism. Diagnostics 14:408.
Siemann, J., et al., 2024. Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism. Diagnostics, 14(4): 408.
J. Siemann, et al., “Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism”, Diagnostics, vol. 14, 2024, : 408.
Siemann, J., Kroeger, A., Bender, S., Muthuraman, M., Siniatchkin, M.: Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism. Diagnostics. 14, : 408 (2024).
Siemann, Julia, Kroeger, Anne, Bender, Stephan, Muthuraman, Muthuraman, and Siniatchkin, Michael. “Segregated Dynamical Networks for Biological Motion Perception in the Mu and Beta Range Underlie Social Deficits in Autism”. Diagnostics 14.4 (2024): 408.
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