The blueprint of human functional architecture shifts from cognition to anatomy during perturbations of consciousness
Jun 7, 2026·
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Andrea Luppi, PhD
Dragana Manasova
Justine Hansen
Zhen-Qi Liu
Asa Farahani
Yonatan Sanz Perl
Jakub Vohryzek
Daniel Golkowski
Andreas Ranft
Ruediger Ilg
Denis Jordan
Vincent Bonhomme
Audrey Vanhaudenhuyse
Athena Demertzi
Oceane Jaquet
Mohamed Ali Bahri
Naji Alnagger
Paolo Cardone
Lorina Naci
Adrian M Owen
John Pickard
Guy Williams
Judith Allanson
Enrico Amico
Danilo Bzdok
Jacobo Sitt
David Menon
Emmanuel Stamatakis
Bratislav Misic
Abstract
Consciousness and cognition arise from the ongoing interactions between brain regions. Synchronous fluctuations of fMRI signals may indicate that two brain regions perform similar cognitive functions, but neural interactions are also constrained by anatomical connectivity and regional molecular, cytoarchitectonic, and metabolic profiles. Here we disentangle the respective contributions of ongoing cognition and multimodal neurobiological constraints in shaping functional connectivity. We jointly contextualise haemodynamic FC against eight distinct multimodal representations of the human connectome. (i) Structural connectivity from diffusion tractography (ii) spatial embedding (iii) similarity of transcriptional profiles from gene expression (iv) similarity of receptor profiles from Positron Emission Tomography (v) laminar profile similarity from histology (vi) correlated electrophysiological activity from magnetoencephalography (vii) correlated metabolic activity from PET glucose uptake (viii) coordinated activation across 123 cognitive operations from the NeuroSynth meta-analytic engine. We demonstrate that cognitive co-activation is the dominant predictor of inter-regional fMRI synchrony in the awake human brain, even when quantified using intracranial electrical stimulation. Crucially, this predominance of cognitive co-activation for shaping functional connectivity is systematically obliterated across five datasets of pharmacological and pathological perturbations of consciousness (chronic disorders of consciousness, and anaesthesia with sevoflurane, propofol, or ketamine) when cognition is disconnected from the environment or altogether abolished. Altogether, we show that multimodal predictors of functional architecture shift away from cognitive co-activation and toward anatomical-molecular constraints during pharmacological and pathological perturbations of consciousness.
Publication
bioRxiv