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
  • [41] Neuroinflammation a Common Link in Neurodegenerative Neurological and Psychiatric Disorders
    Echeverria, Valentina
    CURRENT PHARMACEUTICAL DESIGN, 2016, 22 (10) : 1293 - 1294
  • [42] The Link Between Perinatal Glucocorticoids Exposure and Psychiatric Disorders
    Li-Tung Huang
    Pediatric Research, 2011, 69 : 19 - 25
  • [43] Epigenetics: the missing link between genes and psychiatric disorders?
    Thibaut, Florence
    DIALOGUES IN CLINICAL NEUROSCIENCE, 2019, 21 (04) : 337 - 338
  • [44] Sphingolipid abnormalities in psychiatric disorders: a missing link in pathology?
    Narayan, Sujatha
    Thomas, Elizabeth A.
    FRONTIERS IN BIOSCIENCE-LANDMARK, 2011, 16 : 1797 - 1810
  • [45] The irritable bowel syndrome and psychiatric disorders in the community: Is there a link?
    Talley, NJ
    Howell, S
    Poulton, R
    AMERICAN JOURNAL OF GASTROENTEROLOGY, 2001, 96 (04): : 1072 - 1079
  • [46] The Link Between Perinatal Glucocorticoids Exposure and Psychiatric Disorders
    Huang, Li-Tung
    PEDIATRIC RESEARCH, 2011, 69 (05) : 19R - 25R
  • [47] Oxidative Stress as a Link between Cerebrocardiovascular and Psychiatric Disorders
    Luca, Maria
    Guzik, Tomasz
    Luca, Antonina
    OXIDATIVE MEDICINE AND CELLULAR LONGEVITY, 2020, 2020
  • [48] Genomic relationships across psychiatric disorders including substance use disorders
    Abdellaoui, Abdel
    Smit, Dirk J. A.
    van den Brink, Wim
    Denys, Damiaan
    Verweij, Karin J. H.
    DRUG AND ALCOHOL DEPENDENCE, 2021, 220
  • [49] Hoarding symptoms are associated with higher rates of disability than other medical and psychiatric disorders across multiple domains of functioning
    Nutley, Sara K.
    Read, Michael
    Martinez, Stephanie
    Eichenbaum, Joseph
    Nosheny, Rachel L.
    Weiner, Michael
    Mackin, R. Scott
    Mathews, Carol A.
    BMC PSYCHIATRY, 2022, 22 (01)
  • [50] Hoarding symptoms are associated with higher rates of disability than other medical and psychiatric disorders across multiple domains of functioning
    Sara K. Nutley
    Michael Read
    Stephanie Martinez
    Joseph Eichenbaum
    Rachel L. Nosheny
    Michael Weiner
    R. Scott Mackin
    Carol A. Mathews
    BMC Psychiatry, 22