A synergetic turn in cognitive neuroscience of brain diseases

被引:4
|
作者
Ibanez, Agustin [1 ,2 ,3 ,4 ,5 ]
Kringelbach, Morten L. [6 ,7 ]
Deco, Gustavo [8 ,9 ]
机构
[1] Univ Adolfo Ibanez, Latin Amer Inst Brain Hlth BrainLat, Santiago, Chile
[2] Univ Calif San Francisco UCSF, Global Brain Hlth Inst GBHI, San Francisco, CA 94115 USA
[3] Trinity Coll Dublin, Global Brain Hlth Inst GBHI, Dublin, Ireland
[4] Univ San Andres, Cognit Neurosci Ctr CNC, Buenos Aires, Argentina
[5] Univ Oxford, Dept Psychiat, Oxford, England
[6] Aarhus Univ, Dept Clin Med, Aarhus, Denmark
[7] Univ Oxford, Ctr Eudaimonia & Human Flourishing, Oxford, England
[8] Univ Pompeu Fabra, Ctr Brain & Cognit, Dept Informat & Commun Technol, Computat Neurosci Grp, Roc Boronat 138, Barcelona 08018, Spain
[9] Institucio Catalana Recerca & Estudis Avancats ICR, Passeig Lluis Co 23, Barcelona 08010, Spain
基金
新加坡国家研究基金会;
关键词
FUNCTIONAL CONNECTIVITY; FRONTOTEMPORAL DEMENTIA; BEHAVIORAL VARIANT; ORDER INTERACTIONS; METABOLIC SYNDROME; SOCIAL COGNITION; PSYCHIATRY; DYNAMICS; MODELS; INTEROCEPTION;
D O I
10.1016/j.tics.2023.12.006
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Despite significant improvements in our understanding of brain diseases, many barriers remain. Cognitive neuroscience faces four major challenges: complex structure-function associations; disease phenotype heterogeneity; the lack of transdiagnostic models; and oversimplified cognitive approaches restricted to the laboratory. Here, we propose a synergetics framework that can help to perform the necessary dimensionality reduction of complex interactions between the brain, body, and environment. The key solutions include low-dimensional spatiotemporal hierarchies for brain-structure associations, whole-brain modeling to handle phenotype diversity, model integration of shared transdiagnostic pathophysiological pathways, and naturalistic frameworks balancing experimental control and ecological validity. Creating whole-brain models with reduced manifolds combined with ecological measures can improve our understanding of brain disease and help identify novel interventions. Synergetics provides an integrated framework for future progress in clinical and cognitive neuroscience, pushing the boundaries of brain health and disease toward more mature, naturalistic approaches.
引用
收藏
页码:319 / 338
页数:20
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