Journal Article

DZNE-2026-00960

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Functional connectivity is linked to symbolic BOLD patterns: Replication, extension, and clinical application of the human 'Complexome'.

Romanello, A. ; von Schwanenflug, N. ; Franka, M. ; Paul, F. ; Prüss, H.DZNE* ; Krohn, S. ; Finke, C.

2026
The MIT Press Cambridge, MA

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Please use a persistent id in citations: doi:10.1162/NETN.a.572

Abstract: Functional connectivity (FC) quantifies the temporal coherence of blood-oxygen-level-dependent (BOLD) signals across brain regions. Recently, the information-theoretic 'complexome' framework has linked FC to coinciding 'complexity drops': transient moments in which regional BOLD signals simultaneously become regular. Here, we replicate this relationship in an independent dataset and extend the framework by (a) integrating it with signal cofluctuation analysis; (b) extending the previous binary concept of simultaneous complexity drops to a continuous, threshold-free calculation based on a temporal unwrapping procedure; (c) providing evidence of clinical relevance in the model disease of anti-N-methyl-D-aspartate-receptor encephalitis; and (d) deriving a new measure of pairwise dissimilarity in local BOLD patterns. This 'index of pattern incongruency' (IPI) explains clinically relevant FC reductions and maps onto distinct associations with cognition beyond FC. These findings show that global FC is closely related to local patterns within underlying BOLD signals, strengthening the link between complexity dynamics and the brain's functional organization as a large-scale network.

Keyword(s): Autoimmune encephalitis ; Complexity ; Functional connectivity ; Functional magnetic resonance imaging ; Neural dynamics

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Contributing Institute(s):

1. Autoimmune Encephalopathies (AG Prüß)

Research Program(s):

1. 353 - Clinical and Health Care Research (POF4-353) (POF4-353)

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