Striatal connectopic maps link to functional domains across psychiatric disorders

被引:0
|
作者
Peter C. R. Mulders
Philip F. P. van Eijndhoven
Jasper van Oort
Marianne Oldehinkel
Fleur A. Duyser
Josina D. Kist
Rose M. Collard
Janna N. Vrijsen
Koen V. Haak
Christian F. Beckmann
Indira Tendolkar
Andre F. Marquand
机构
[1] Radboud university medical center,Donders Institute for Brain, Cognition and Behaviour
[2] Department of Psychiatry,Department of Cognitive Neuroscience
[3] Radboud University,Depression Expertise Centre
[4] Radboud university medical center Nijmegen,Centre for Functional MRI of the Brain (FMRIB), Nuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging
[5] Pro Persona Mental Health Care,undefined
[6] University of Oxford,undefined
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Transdiagnostic approaches to psychiatry have significant potential in overcoming the limitations of conventional diagnostic paradigms. However, while frameworks such as the Research Domain Criteria have garnered significant enthusiasm among researchers and clinicians from a theoretical angle, examples of how such an approach might translate in practice to understand the biological mechanisms underlying complex patterns of behaviors in realistic and heterogeneous populations have been sparse. In a richly phenotyped clinical sample (n = 186) specifically designed to capture the complex nature of heterogeneity and comorbidity within- and between stress- and neurodevelopmental disorders, we use exploratory factor analysis on a wide range of clinical questionnaires to identify four stable functional domains that transcend diagnosis and relate to negative valence, cognition, social functioning and inhibition/arousal before replicating them in an independent dataset (n = 188). We then use connectopic mapping to map inter-individual variation in fine-grained topographical organization of functional connectivity in the striatum—a central hub in motor, cognitive, affective and reward-related brain circuits—and use multivariate machine learning (canonical correlation analysis) to show that these individualized topographic representations predict transdiagnostic functional domains out of sample (r = 0.20, p = 0.026). We propose that investigating psychiatric symptoms across disorders is a promising path to linking them to underlying biology, and can help bridge the gap between neuroscience and clinical psychiatry.
引用
收藏
相关论文
共 50 条
  • [31] Posttraumatic intrusive symptoms across psychiatric disorders
    Bryant, Richard A.
    O'Donnell, Meaghan L.
    Creamer, Mark
    McFarlane, Alexander C.
    Silove, Derrick
    JOURNAL OF PSYCHIATRIC RESEARCH, 2011, 45 (06) : 842 - 847
  • [32] Convergent Functional Genomics of Psychiatric Disorders
    Niculescu, Alexander B.
    AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS, 2013, 162 (07) : 587 - 594
  • [33] Psychiatric disorder and functional bowel disorders
    Boyce, P
    Koloski, N
    Talley, N
    AUSTRALIAN AND NEW ZEALAND JOURNAL OF PSYCHIATRY, 2003, 37 : A35 - A35
  • [34] Functional hyperthermia and comorbid psychiatric disorders
    Takakazu Oka
    BioPsychoSocial Medicine, 17
  • [35] Functional and structural connectivity in psychiatric disorders
    Lim, Kelvin O.
    Milham, Michael P.
    Hoptman, Matthew J.
    BIOLOGICAL PSYCHIATRY, 2008, 63 (07) : 36S - 36S
  • [36] Psychiatric disorders & functional impairment in fibromyalgia
    Epstein, SA
    Kay, G
    Clauw, D
    Heaton, R
    Klein, D
    Krupp, L
    Kuck, J
    Leslie, V
    Masur, D
    Wagner, M
    Waid, R
    Zisook, S
    PSYCHOSOMATICS, 1998, 39 (02) : 210 - 210
  • [37] Brain functional networks and psychiatric disorders
    Leake, Isobel
    NATURE REVIEWS NEUROSCIENCE, 2024, 25 (07) : 450 - 450
  • [38] Functional hyperthermia and comorbid psychiatric disorders
    Oka, Takakazu
    BIOPSYCHOSOCIAL MEDICINE, 2023, 17 (01)
  • [39] PSYCHIATRIC MANAGEMENT OF FUNCTIONAL GASTROINTESTINAL DISORDERS
    WISE, TN
    PSYCHIATRIC ANNALS, 1992, 22 (12) : 606 - 611
  • [40] Convergent Functional Genomics of Psychiatric Disorders
    Niculescu, Alexander B.
    BIOLOGICAL PSYCHIATRY, 2012, 71 (08) : 229S - 230S