Evidence map›Paper›PMID 41606107›Full record

ArticleNature human behaviour2026

Convergent transcriptomic and connectomic controllers of information integration and its anaesthetic breakdown across mammalian brains.

Andrea I Luppi, Lynn Uhrig, Jordy Tasserie, Pedro A M Mediano, Fernando E Rosas, S Parker Singleton, Daniel Gutierrez-Barragan, Silvia Gini, Pablo Castro, Camilo M Signorelli and 15 more

Abstract read
In one paragraph

Article in Nature human behaviour, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

25 authors.

Andrea I Luppi *Division of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK. andrea.luppi@psych.ox.ac.uk.ORCID http://orcid.org/0000-0002-3461-6431
Lynn Uhrig *Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.
Jordy Tasserie *Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.
Pedro A M MedianoDepartment of Computing, Imperial College London, London, UK.
Fernando E RosasCentre for Eudaimonia and Human Flourishing, Department of Psychiatry, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0001-7790-6183
S Parker SingletonDepartment of Radiology, Weill Cornell Medicine, New York, NY, USA.ORCID http://orcid.org/0000-0002-7102-7820
Daniel Gutierrez-BarraganCentre for Neuroscience and Cognitive Systems, Italian Institute of Technology, Rovereto, Italy.
Silvia GiniCentre for Neuroscience and Cognitive Systems, Italian Institute of Technology, Rovereto, Italy.ORCID http://orcid.org/0009-0001-2757-3306
Pablo CastroCognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.ORCID http://orcid.org/0009-0005-7262-0916
Camilo M SignorelliCognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.
Daniel GolkowskiDepartment of Neurology, Klinikum rechts der Isar, Technical University Munich, Munich, Germany.ORCID http://orcid.org/0000-0002-7569-7936
Andreas RanftDepartment of Anesthesiology and Intensive Care, School of Medicine and Health, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.ORCID http://orcid.org/0000-0002-0530-0796
Rüdiger IlgDepartment of Neurology, Klinikum rechts der Isar, Technical University Munich, Munich, Germany.
Denis JordanDepartment of Anesthesiology and Intensive Care, School of Medicine and Health, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.ORCID http://orcid.org/0000-0003-0743-9983
Kanako MutaGraduate School of Human Health Sciences, Tokyo Metropolitan University, Arakawa, Tokyo, Japan.
Junichi HataGraduate School of Human Health Sciences, Tokyo Metropolitan University, Arakawa, Tokyo, Japan.
Hideyuki OkanoLaboratory for Marmoset Models of Brain Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan.
Zhen-Qi LiuMcGill University, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0003-0917-7905
Yohan YeeMcGill University, Montreal, Quebec, Canada.
Alain DestexheInstitute of Neuroscience (NeuroPSI), Paris-Saclay University, Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France.ORCID http://orcid.org/0000-0001-7405-0455
Rodrigo CofreInstitute of Neuroscience (NeuroPSI), Paris-Saclay University, Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France.ORCID http://orcid.org/0000-0002-7498-7122
David K MenonDivision of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
Alessandro GozziDepartment of Radiology, Weill Cornell Medicine, New York, NY, USA.ORCID http://orcid.org/0000-0002-5731-4137
Bechir JarrayaCognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.ORCID http://orcid.org/0000-0003-0878-763X
Emmanuel A StamatakisDivision of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0001-6955-9601

Funding

Canadian Institute for Advanced Research (L'Institut Canadien de Recherches Avancées) RCZB/072 RG93193EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 802371EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) FLAG-ERA JTC2017EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) H2020-945539Fondation pour la Recherche Médicale (Foundation for Medical Research in France) ECO20160736100Fonds De La Recherche Scientifique - FNRS (Belgian National Fund for Scientific Research) 40011405Gates Cambridge Trust OPP 1144Japan Agency for Medical Research and Development (AMED) JP23wm0625001MEXT | Japan Society for the Promotion of Science (JSPS) JPMXS0450400622Réseau en Bio-Imagerie du Quebec (Quebec Bio-Imaging Network) Quebec Bio-Imaging Network Postdoctoral Recruitment ScholarshipWellcome Trust (Wellcome) 226924/Z/23/Z
6 · The paper itself

Abstract

The mammalian brain orchestrates the processing and integration of information to guide behaviour. Here, to characterize mammalian information-processing architecture, we combine functional neuroimaging and anaesthesia in humans, macaques, marmosets and mice. We show that breakdown of information integration is a convergent effect of diverse anaesthetics across mammalian species. As the system disintegrates, brain dynamics become more difficult to control. Both effects are reversed upon re-awakening induced by thalamic deep-brain stimulation in the macaque. Regional breakdown of integrated information coincides with the species-specific spatial topography of PVALB/Pvalb gene expression. To provide mechanistic insight beyond correlation, we develop computational models for humans, macaques and mice that integrate species-specific connectivity and transcriptomic gradients, demonstrating their respective roles for controlling brain dynamics and information integration. We reveal evolutionarily conserved controllers of information integration in the mammalian brain.

Indexed as

AnestheticsBrainConnectomeTranscriptomeAnimalsCallithrixFemaleHumansMacacaMaleMiceSpecies SpecificityAnesthetics

Identifiers

PMID41606107
PMCPMC13121024

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.