Literature DB >> 33446780

Individual-fMRI-approaches reveal cerebellum and visual communities to be functionally connected in obsessive compulsive disorder.

Rajan Kashyap1, Goi Khia Eng2,3,4, Sagarika Bhattacharjee4, Bhanu Gupta5, Roger Ho6, Cyrus S H Ho6, Melvyn Zhang6, Rathi Mahendran6,7, Kang Sim8, S H Annabel Chen9,10,11,12.   

Abstract

There is significant interest in understanding the pathophysiology of Obsessive-Compulsive Disorder (OCD) using resting-state fMRI (rsfMRI). Previous studies acknowledge abnormalities within and beyond the fronto-striato-limbic circuit in OCD that require further clarifications. However, limited information could be inferred from the conventional way of investigating the functional connectivity differences between OCD and healthy controls. Here, we identified altered brain organization in patients with OCD by applying individual-based approaches to maximize the identification of underlying network-based features specific to the OCD group. rsfMRI of 20 patients with OCD and 22 controls were preprocessed, and individual-fMRI-subspace was derived for each subject within each group. We evaluated group differences in functional connectivity using individual-fMRI-subspace and established its advantage over conventional-fMRI methodology. We applied prediction-based approaches to highlight the group differences by evaluating the differences in functional connections that predicted the clinical scores (namely, the Obsessive-Compulsive Inventory-Revised (OCI-R) and Hamilton Anxiety Rating Scale). Then, we explored the brain network organization of both groups by estimating the subject-specific communities within each group. Lastly, we evaluated associations between the inter-individual variation of nodes in the communities to clinical measures using linear regression. Functional connectivity analysis using individual-fMRI-subspace detected 83 connections that were different between OCD and control groups, compared to none found using conventional-fMRI methodology. Connectome-based prediction analysis did not show significant overlap between the two groups in the functional connections that predicted the clinical scores. This suggests that the functional architecture in patients with OCD may be different compared to controls. Seven communities were found in both groups. Interestingly, within the OCD group but not controls, we observed functional connectivity between cerebellar and visual regions, and lack of connectivity between striato-limbic and frontal areas. Inter-individual variations in the community-size of these two communities were also associated with the OCI-R score (p < .005). Due to our small sample size, we further validated our results by (i) accounting for head motion, (ii) applying global signal regression (GSR) in data processing, and (iii) using an alternate atlas for parcellation. While the main results were consistently observed with accounting for head motion and using another atlas, the key findings were not reproduced with GSR application. The study demonstrated the existence of disconnectedness in fronto-striato-limbic community and connectedness between cerebellar and visual areas in OCD patients, which was also related to the clinical symptomatology of OCD.

Entities:  

Year:  2021        PMID: 33446780      PMCID: PMC7809273          DOI: 10.1038/s41598-020-80346-6

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  85 in total

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Authors:  Mark Jenkinson; Peter Bannister; Michael Brady; Stephen Smith
Journal:  Neuroimage       Date:  2002-10       Impact factor: 6.556

2.  Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior.

Authors:  Rajan Kashyap; Ru Kong; Sagarika Bhattacharjee; Jingwei Li; Juan Zhou; B T Thomas Yeo
Journal:  Neuroimage       Date:  2019-01-31       Impact factor: 6.556

3.  The community structure of functional brain networks exhibits scale-specific patterns of inter- and intra-subject variability.

Authors:  Richard F Betzel; Maxwell A Bertolero; Evan M Gordon; Caterina Gratton; Nico U F Dosenbach; Danielle S Bassett
Journal:  Neuroimage       Date:  2019-07-07       Impact factor: 6.556

Review 4.  Brain-behavior relationships in obsessive-compulsive disorder.

Authors:  S Saxena; R G Bota; A L Brody
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Review 5.  Cognitive and emotional impairments in obsessive-compulsive disorder: Evidence from functional brain alterations.

Authors:  Óscar F Gonçalves; Sandra Carvalho; Jorge Leite; Ana Fernandes-Gonçalves; Angel Carracedo; Adriana Sampaio
Journal:  Porto Biomed J       Date:  2016-07-01

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Authors:  David Mataix-Cols; Maria Conceição do Rosario-Campos; James F Leckman
Journal:  Am J Psychiatry       Date:  2005-02       Impact factor: 18.112

7.  Decision making and set shifting impairments are associated with distinct symptom dimensions in obsessive-compulsive disorder.

Authors:  Natalia S Lawrence; Sarah Wooderson; David Mataix-Cols; Rhodri David; Anne Speckens; Mary L Phillips
Journal:  Neuropsychology       Date:  2006-07       Impact factor: 3.295

8.  A Neural Marker of Obsessive-Compulsive Disorder from Whole-Brain Functional Connectivity.

Authors:  Yu Takagi; Yuki Sakai; Giuseppe Lisi; Noriaki Yahata; Yoshinari Abe; Seiji Nishida; Takashi Nakamae; Jun Morimoto; Mitsuo Kawato; Jin Narumoto; Saori C Tanaka
Journal:  Sci Rep       Date:  2017-08-08       Impact factor: 4.379

9.  A neuromarker of sustained attention from whole-brain functional connectivity.

Authors:  Monica D Rosenberg; Emily S Finn; Dustin Scheinost; Xenophon Papademetris; Xilin Shen; R Todd Constable; Marvin M Chun
Journal:  Nat Neurosci       Date:  2015-11-23       Impact factor: 24.884

10.  Influence of sample size and analytic approach on stability and interpretation of brain-behavior correlations in task-related fMRI data.

Authors:  Cheryl L Grady; Jenny R Rieck; Daniel Nichol; Karen M Rodrigue; Kristen M Kennedy
Journal:  Hum Brain Mapp       Date:  2020-09-30       Impact factor: 5.038

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  1 in total

1.  Altered Functional Connectivity Strength at Rest in Medication-Free Obsessive-Compulsive Disorder.

Authors:  Dan Lv; Yangpan Ou; Yuhua Wang; Jidong Ma; Chuang Zhan; Ru Yang; Yunhui Chen; Tinghuizi Shang; Cuicui Jia; Lei Sun; Guangfeng Zhang; Zhenghai Sun; Jinyang Li; Xiaoping Wang; Wenbin Guo; Ping Li
Journal:  Neural Plast       Date:  2021-09-08       Impact factor: 3.599

  1 in total

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