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

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Title: Convergent transcriptomic and connectomic controllers of information integration and its anaesthetic breakdown across mammalian brains.
Authors: Luppi AI; Division of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK. andrea.luppi@psych.ox.ac.uk.; St John's College, Cambridge, UK. andrea.luppi@psych.ox.ac.uk.; Centre for Eudaimonia and Human Flourishing, Department of Psychiatry, University of Oxford, Oxford, UK. andrea.luppi@psych.ox.ac.uk.; McGill University, Montreal, Quebec, Canada. andrea.luppi@psych.ox.ac.uk., Uhrig L; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.; Department of Anesthesiology and Critical Care, Necker Hospital, AP-HP, Université de Paris Cité, Paris, France., Tasserie J; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.; Center for Brain Circuit Therapeutics, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA., Mediano PAM; Department of Computing, Imperial College London, London, UK., Rosas FE; Centre for Eudaimonia and Human Flourishing, Department of Psychiatry, University of Oxford, Oxford, UK.; Informatics Department, University of Sussex, Brighton, UK.; Centre for Complexity Science, Imperial College London, London, UK., Singleton SP; Department of Radiology, Weill Cornell Medicine, New York, NY, USA., Gutierrez-Barragan D; Centre for Neuroscience and Cognitive Systems, Italian Institute of Technology, Rovereto, Italy., Gini S; Centre for Neuroscience and Cognitive Systems, Italian Institute of Technology, Rovereto, Italy.; Center for Mind and Brain Sciences, University of Trento, Rovereto, Italy., Castro P; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France., Signorelli CM; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.; Department of Computer Science, University of Oxford, Oxford, UK.; Center for Philosophy of Artificial Intelligence, University of Copenhagen, Copenhagen, Denmark.; Laboratory of Neurophysiology and Movement Biomechanics, Université Libre de Bruxelles, Brussels, Belgium., Golkowski D; Department of Neurology, Klinikum rechts der Isar, Technical University Munich, Munich, Germany., Ranft A; Department of Anesthesiology and Intensive Care, School of Medicine and Health, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany., Ilg R; Department of Neurology, Klinikum rechts der Isar, Technical University Munich, Munich, Germany.; Department of Neurology, Asklepios Clinic, Bad Tolz, Germany., Jordan D; Department of Anesthesiology and Intensive Care, School of Medicine and Health, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany., Muta K; Graduate School of Human Health Sciences, Tokyo Metropolitan University, Arakawa, Tokyo, Japan.; Laboratory for Marmoset Models of Brain Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan., Hata J; Graduate School of Human Health Sciences, Tokyo Metropolitan University, Arakawa, Tokyo, Japan.; Laboratory for Marmoset Models of Brain Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan., Okano H; Laboratory for Marmoset Models of Brain Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan.; Regenerative Medicine Research Center, Keio University, Kanagawa, Japan., Liu ZQ; McGill University, Montreal, Quebec, Canada., Yee Y; McGill University, Montreal, Quebec, Canada.; Department of Radiology, University of Calgary, Calgary, Canada., Destexhe A; Institute of Neuroscience (NeuroPSI), Paris-Saclay University, Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France., Cofre R; Institute of Neuroscience (NeuroPSI), Paris-Saclay University, Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France.; INRIA Centre, Universite Cote d'Azur, Nice, France., Menon DK; Division of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK., Gozzi A; Department of Radiology, Weill Cornell Medicine, New York, NY, USA., Jarraya B; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.; Institute of Neuroscience (NeuroPSI), Paris-Saclay University, Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France.; Department of Neurology, Hopital Foch, Suresnes, France., Stamatakis EA; Division of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
Source: Nature human behaviour [Nat Hum Behav] 2026 Apr; Vol. 10 (4), pp. 777-802. Date of Electronic Publication: 2026 Jan 28.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Publishing Country of Publication: England NLM ID: 101697750 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2397-3374 (Electronic) Linking ISSN: 23973374 NLM ISO Abbreviation: Nat Hum Behav Subsets: MEDLINE
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  Data: Convergent transcriptomic and connectomic controllers of information integration and its anaesthetic breakdown across mammalian brains.
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  Data: <searchLink fieldCode="AU" term="%22Luppi+AI%22">Luppi AI</searchLink>; Division of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK. andrea.luppi@psych.ox.ac.uk.; St John's College, Cambridge, UK. andrea.luppi@psych.ox.ac.uk.; Centre for Eudaimonia and Human Flourishing, Department of Psychiatry, University of Oxford, Oxford, UK. andrea.luppi@psych.ox.ac.uk.; McGill University, Montreal, Quebec, Canada. andrea.luppi@psych.ox.ac.uk.<br /><searchLink fieldCode="AU" term="%22Uhrig+L%22">Uhrig L</searchLink>; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.; Department of Anesthesiology and Critical Care, Necker Hospital, AP-HP, Université de Paris Cité, Paris, France.<br /><searchLink fieldCode="AU" term="%22Tasserie+J%22">Tasserie J</searchLink>; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.; Center for Brain Circuit Therapeutics, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Mediano+PAM%22">Mediano PAM</searchLink>; Department of Computing, Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Rosas+FE%22">Rosas FE</searchLink>; Centre for Eudaimonia and Human Flourishing, Department of Psychiatry, University of Oxford, Oxford, UK.; Informatics Department, University of Sussex, Brighton, UK.; Centre for Complexity Science, Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Singleton+SP%22">Singleton SP</searchLink>; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Gutierrez-Barragan+D%22">Gutierrez-Barragan D</searchLink>; Centre for Neuroscience and Cognitive Systems, Italian Institute of Technology, Rovereto, Italy.<br /><searchLink fieldCode="AU" term="%22Gini+S%22">Gini S</searchLink>; Centre for Neuroscience and Cognitive Systems, Italian Institute of Technology, Rovereto, Italy.; Center for Mind and Brain Sciences, University of Trento, Rovereto, Italy.<br /><searchLink fieldCode="AU" term="%22Castro+P%22">Castro P</searchLink>; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.<br /><searchLink fieldCode="AU" term="%22Signorelli+CM%22">Signorelli CM</searchLink>; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.; Department of Computer Science, University of Oxford, Oxford, UK.; Center for Philosophy of Artificial Intelligence, University of Copenhagen, Copenhagen, Denmark.; Laboratory of Neurophysiology and Movement Biomechanics, Université Libre de Bruxelles, Brussels, Belgium.<br /><searchLink fieldCode="AU" term="%22Golkowski+D%22">Golkowski D</searchLink>; Department of Neurology, Klinikum rechts der Isar, Technical University Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Ranft+A%22">Ranft A</searchLink>; Department of Anesthesiology and Intensive Care, School of Medicine and Health, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Ilg+R%22">Ilg R</searchLink>; Department of Neurology, Klinikum rechts der Isar, Technical University Munich, Munich, Germany.; Department of Neurology, Asklepios Clinic, Bad Tolz, Germany.<br /><searchLink fieldCode="AU" term="%22Jordan+D%22">Jordan D</searchLink>; Department of Anesthesiology and Intensive Care, School of Medicine and Health, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Muta+K%22">Muta K</searchLink>; Graduate School of Human Health Sciences, Tokyo Metropolitan University, Arakawa, Tokyo, Japan.; Laboratory for Marmoset Models of Brain Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan.<br /><searchLink fieldCode="AU" term="%22Hata+J%22">Hata J</searchLink>; Graduate School of Human Health Sciences, Tokyo Metropolitan University, Arakawa, Tokyo, Japan.; Laboratory for Marmoset Models of Brain Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan.<br /><searchLink fieldCode="AU" term="%22Okano+H%22">Okano H</searchLink>; Laboratory for Marmoset Models of Brain Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan.; Regenerative Medicine Research Center, Keio University, Kanagawa, Japan.<br /><searchLink fieldCode="AU" term="%22Liu+ZQ%22">Liu ZQ</searchLink>; McGill University, Montreal, Quebec, Canada.<br /><searchLink fieldCode="AU" term="%22Yee+Y%22">Yee Y</searchLink>; McGill University, Montreal, Quebec, Canada.; Department of Radiology, University of Calgary, Calgary, Canada.<br /><searchLink fieldCode="AU" term="%22Destexhe+A%22">Destexhe A</searchLink>; Institute of Neuroscience (NeuroPSI), Paris-Saclay University, Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France.<br /><searchLink fieldCode="AU" term="%22Cofre+R%22">Cofre R</searchLink>; Institute of Neuroscience (NeuroPSI), Paris-Saclay University, Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France.; INRIA Centre, Universite Cote d'Azur, Nice, France.<br /><searchLink fieldCode="AU" term="%22Menon+DK%22">Menon DK</searchLink>; Division of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.<br /><searchLink fieldCode="AU" term="%22Gozzi+A%22">Gozzi A</searchLink>; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Jarraya+B%22">Jarraya B</searchLink>; Cognitive Neuroimaging Unit, CEA, INSERM, Université Paris-Saclay, NeuroSpin Center, Gif-sur-Yvette, France.; Institute of Neuroscience (NeuroPSI), Paris-Saclay University, Centre National de la Recherche Scientifique (CNRS), Gif-sur-Yvette, France.; Department of Neurology, Hopital Foch, Suresnes, France.<br /><searchLink fieldCode="AU" term="%22Stamatakis+EA%22">Stamatakis EA</searchLink>; Division of Anaesthesia and Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
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