Evidence map›Paper›PMID 41890017›Full record

ArticlebioRxiv : the preprint server for biology2026

Digital Twin Brain simulation and manipulation of a functional brain network underlying mental illness.

Yunman Xia, Songjun Peng, Juergen Dukart, Chao Xie, Shitong Xiang, Spase Petkoski, Zilin Li, Joerg Hipp, Suresh Muthukumaraswamy, Anna Forsyth and 50 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

60 authors.

Yunman XiaCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charite-Universitaetsmedizin Berlin, Germany.
Songjun PengDepartment of Physics, Hong Kong Baptist University, Hong Kong SAR, China.
Juergen DukartInstitute of Neurosciences and Medicine, Brain & Behaviour (INM-7), Research Centre Juelich, Juelich, Germany.
Chao XieDepartment of Psychological and Cognitive Sciences, Tsinghua University, Beijing, China.
Shitong XiangInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Spase PetkoskiInstitut de Neurosciences des Systèmes (INS) UMR1106, Aix Marseille Université, Marseille, France.
Zilin LiDepartment of Psychiatry, University of Oxford, Oxford, United Kingdom.
Joerg HippRoche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland.
Suresh MuthukumaraswamySchool of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.
Anna ForsythSchool of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.
Tianye JiaPONS, Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Nilakshi VaidyaCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charite-Universitaetsmedizin Berlin, Germany.
Tristram LettCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charite-Universitaetsmedizin Berlin, Germany.
Liyi QianDepartment of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China.
Xiao ChangCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charite-Universitaetsmedizin Berlin, Germany.
Yuxiang DaiCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charite-Universitaetsmedizin Berlin, Germany.
Tobias BanaschewskiDepartment of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Gareth J BarkerDepartment of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College London, United Kingdom.
Arun L W BokdeDiscipline of Psychiatry, School of Medicine and Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland.
Rüdiger BrühlPhysikalisch-Technische Bundesanstalt (PTB), Braunschweig and Berlin, Germany.
Sylvane DesrivièresSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, United Kingdom.
Herta FlorInstitute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Penny GowlandSir Peter Mansfield Imaging Centre School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, United Kingdom.
Antoine GrigisNeuroSpin, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, France.
Andreas HeinzDepartment of Psychiatry and Psychotherapy, University of Tübingen, Germany; German Center for Mental Health (DZPG), Site Tübingen, Germany.
Hervé LemaîtreNeuroSpin, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, France.ORCID 0000-0002-5952-076X
Frauke NeesInstitute of Medical Psychology, Ludwig-Maximilians-Universität (LMU) in Munich, Munich, Germany.
Dimitri Papadopoulos OrfanosDepartment of Psychology, School of Social Sciences, University of Mannheim, Mannheim, Germany.
Luise PoustkaDepartment of Child and Adolescent Psychiatry, Center for Psychosocial Medicine, University Hospital Heidelberg, Heidelberg, Germany.
Michael N SmolkaDepartment of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany.ORCID 0000-0001-5398-5569
Sarah HohmannDepartment of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Henrik WalterDepartment of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.
Robert WhelanSchool of Psychology and Global Brain Health Institute, Trinity College Dublin, Ireland.ORCID 0000-0002-2790-7281
Paul WirschingDepartment of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.
Zuo ZhangSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, United Kingdom.
Lauren RobinsonSocial, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, United Kingdom.
Jeanne WintererSchool of Psychology, Institute for Mental Health, University of Birmingham, Birmingham, United Kingdom.
Yuning ZhangPsychology Department, University of Southampton, Southampton, United Kingdom.
Hedi KebirCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charite-Universitaetsmedizin Berlin, Germany.
Ulrike SchmidtDepartment of Psychological Medicine, Section for Eating Disorders, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.
Julia SinclairClinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom.
Yuchen LiuInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Jiexiang WangInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Fei DaiInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Longbin ZengInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Yubo HouSchool of Mathematical Sciences, Fudan University, Shanghai, China.
Huarui WangInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Leijun YeInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Chunhe LiInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.ORCID 0000-0002-9127-3930
Qibao ZhengInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Andre MarquandDonders Institute, Radboud University, Nijmegen, Netherlands.
Changsong ZhouDepartment of Physics, Hong Kong Baptist University, Hong Kong SAR, China.
Viktor JirsaInstitut de Neurosciences des Systèmes (INS) UMR1106, Aix Marseille Université, Marseille, France.ORCID 0000-0002-8251-8860
Jianfeng FengInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Wenlian LuInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Gunter SchumannCentre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience, Charite-Universitaetsmedizin Berlin, Germany.
IMAGEN Consortium
STRATIFY Consortium
DTB Consortium
environMENTAL Consortium

Funding

Training U54EB020403 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2014 to 2018
$10.1M
A decentralized macro and micro gene-by-environment interaction analysis of substance use behavior and its brain biomarkers R01DA049238 · NIDA · GEORGIA STATE UNIVERSITY · PI CALHOUN, VINCE D, LIU, JINGYU · 2019 to 2023
$2.9M
ENIGMA World Aging CenterR56AG058854 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI THOMPSON, PAUL M · 2018 to 2018
$683k
NIA NIH HHS R56 AG058854NIBIB NIH HHS U54 EB020403NIDA NIH HHS R01 DA049238
6 · The paper itself

Abstract

Linking synaptic-level perturbations to distributed brain-network dynamics remains a central challenge for understanding and treating mental illness. Although recent whole-brain models can reproduce individual brain activity patterns, they largely function as descriptive simulators rather than mechanistic, intervention-capable systems. Here we present an intervention-capable digital twin of the human brain, integrating individual neuroanatomy and task-evoked dynamics within a neuronal-scale framework. Individualised digital twin brains recapitulate a participant-specific compact cortico-subcortical network phenotype that captures transdiagnostic psychopathology across population and clinical cohorts. In silico modulation of excitatory and inhibitory synaptic conductance produces bidirectional, heterogeneous network responses across individuals. Population-scale simulations stratify individuals and predict longitudinal symptom trajectories from DTB-derived response profiles. Independent pharmacological functional MRI data further validate the predicted baseline-dependent network responses in vivo. Together, these findings establish digital brain models as experimental platforms for mechanistic perturbation, behavioural prediction and stratification, providing a foundation for precision neuroscience and psychiatry.

Identifiers

PMID41890017
PMCPMC13015335

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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.