Literature DB >> 33210801

Reorganization of functional brain network architecture in chronic osteoarthritis pain.

Joana Barroso1,2,3,4, Kenta Wakaizumi5,6, Ana Mafalda Reis7, Marwan Baliki3,5, Thomas J Schnitzer3,8,9, Vasco Galhardo1,2, Apkar Vania Apkarian3,4,9.   

Abstract

Osteoarthritis (OA) manifests with chronic pain, motor impairment, and proprioceptive changes. However, the role of the brain in the disease is largely unknown. Here, we studied brain networks using the mathematical properties of graphs in a large sample of knee and hip OA (KOA, n = 91; HOA, n = 23) patients. We used a robust validation strategy by subdividing the KOA data into discovery and testing groups and tested the generalizability of our findings in HOA. Despite brain global topological properties being conserved in OA, we show there is a network wide pattern of reorganization that can be captured at the subject-level by a single measure, the hub disruption index. We localized reorganization patterns and uncovered a shift in the hierarchy of network hubs in OA: primary sensory and motor regions and parahippocampal gyrus behave as hubs and insular cortex loses its central placement. At an intermediate level of network structure, frontoparietal and cingulo-opercular modules showed preferential reorganization. We examined the association between network properties and clinical correlates: global disruption indices and isolated degree properties did not reflect clinical parameters; however, by modeling whole brain nodal degree properties, we identified a distributed set of regions that reliably predicted pain intensity in KOA and generalized to hip OA. Together, our findings reveal that while conserving global topological properties, brain network architecture reorganizes in OA, at both global and local scale. Network connectivity related to OA pain intensity is dissociated from the major hub disruptions, challenging the extent of dependence of OA pain on nociceptive signaling.
© 2020 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.

Entities:  

Keywords:  brain networks; brain topology; chronic pain; graph properties; osteoarthritis

Mesh:

Year:  2020        PMID: 33210801      PMCID: PMC7856636          DOI: 10.1002/hbm.25287

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.399


  47 in total

1.  Validation study of a Portuguese version of the Hospital Anxiety and Depression Scale.

Authors:  J Pais-Ribeiro; I Silva; T Ferreira; A Martins; R Meneses; M Baltar
Journal:  Psychol Health Med       Date:  2007-03       Impact factor: 2.423

2.  The (in)stability of functional brain network measures across thresholds.

Authors:  Kathleen A Garrison; Dustin Scheinost; Emily S Finn; Xilin Shen; R Todd Constable
Journal:  Neuroimage       Date:  2015-05-27       Impact factor: 6.556

3.  Regularization Paths for Generalized Linear Models via Coordinate Descent.

Authors:  Jerome Friedman; Trevor Hastie; Rob Tibshirani
Journal:  J Stat Softw       Date:  2010       Impact factor: 6.440

Review 4.  Towards a mechanism-based approach to pain management in osteoarthritis.

Authors:  Anne-Marie Malfait; Thomas J Schnitzer
Journal:  Nat Rev Rheumatol       Date:  2013-09-17       Impact factor: 20.543

Review 5.  The Role of Peripheral Nociceptive Neurons in the Pathophysiology of Osteoarthritis Pain.

Authors:  Rachel E Miller; Phuong B Tran; Alia M Obeidat; Padmanabhan Raghu; Shingo Ishihara; Richard J Miller; Anne-Marie Malfait
Journal:  Curr Osteoporos Rep       Date:  2015-10       Impact factor: 5.096

Review 6.  Phenotypes of osteoarthritis: current state and future implications.

Authors:  Leticia A Deveza; Amanda E Nelson; Richard F Loeser
Journal:  Clin Exp Rheumatol       Date:  2019-10-15       Impact factor: 4.473

7.  The epidemiology and impact of pain in osteoarthritis.

Authors:  T Neogi
Journal:  Osteoarthritis Cartilage       Date:  2013-09       Impact factor: 6.576

8.  Brain Connectivity Predicts Placebo Response across Chronic Pain Clinical Trials.

Authors:  Pascal Tétreault; Ali Mansour; Etienne Vachon-Presseau; Thomas J Schnitzer; A Vania Apkarian; Marwan N Baliki
Journal:  PLoS Biol       Date:  2016-10-27       Impact factor: 8.029

9.  Global disruption of degree rank order: a hallmark of chronic pain.

Authors:  Ali Mansour; Alex T Baria; Pascal Tetreault; Etienne Vachon-Presseau; Pei-Ching Chang; Lejian Huang; A Vania Apkarian; Marwan N Baliki
Journal:  Sci Rep       Date:  2016-10-11       Impact factor: 4.379

10.  Brain gray matter abnormalities in osteoarthritis pain: a cross-sectional evaluation.

Authors:  Joana Barroso; Andrew D Vigotsky; Paulo Branco; Ana Mafalda Reis; Thomas J Schnitzer; Vasco Galhardo; A Vania Apkarian
Journal:  Pain       Date:  2020-09-01       Impact factor: 7.926

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  11 in total

1.  Functional brain reconfiguration during sustained pain.

Authors:  Jae-Joong Lee; Sungwoo Lee; Dong Hee Lee; Choong-Wan Woo
Journal:  Elife       Date:  2022-09-29       Impact factor: 8.713

2.  A novel serological biomarker are associated with disease severity in patients with osteoarthritis.

Authors:  Bin Li; Huixian Zhan; Jintao Luo; Xuewen Wang; Ting Cao; Biaofang Wei
Journal:  J Bone Miner Metab       Date:  2022-08-29       Impact factor: 2.976

3.  Chronic pain domains and their relationship to personality, abilities, and brain networks.

Authors:  Camila Bonin Pinto; Jannis Bielefeld; Joana Barroso; Byron Yip; Lejian Huang; Thomas Schnitzer; A Vania Apkarian
Journal:  Pain       Date:  2022-04-20       Impact factor: 7.926

4.  Associations between pain catastrophizing and resting-state functional brain connectivity: Ethnic/race group differences in persons with chronic knee pain.

Authors:  Ellen L Terry; Jared J Tanner; Josue S Cardoso; Kimberly T Sibille; Song Lai; Hrishikesh Deshpande; Georg Deutsch; Catherine C Price; Roland Staud; Burel R Goodin; David T Redden; Roger B Fillingim
Journal:  J Neurosci Res       Date:  2022-02-20       Impact factor: 4.433

5.  Shared Physiologic Pathways Among Comorbidities for Adults With Cerebral Palsy.

Authors:  Daniel G Whitney; Mary Schmidt; Edward A Hurvitz
Journal:  Front Neurol       Date:  2021-10-04       Impact factor: 4.003

6.  Evaluation of the Glymphatic System With Diffusion Tensor Imaging-Along the Perivascular Space in Cancer Pain.

Authors:  Aibo Wang; Lei Chen; Can Tian; Xiaoyu Yin; Xinyue Wang; Yize Zhao; Miao Zhang; Lili Yang; Zhaoxiang Ye
Journal:  Front Neurosci       Date:  2022-03-04       Impact factor: 4.677

7.  Fast Independent Component Analysis Algorithm-Based Functional Magnetic Resonance Imaging in the Diagnosis of Changes in Brain Functional Areas of Cerebral Infarction.

Authors:  Naiyi Du; Zhao Zhang; Yao Xiao; Lijie Jiang
Journal:  Contrast Media Mol Imaging       Date:  2021-11-28       Impact factor: 3.161

Review 8.  Brain mechanisms of chronic pain: critical role of translational approach.

Authors:  Joana Barroso; Paulo Branco; Apkar Vania Apkarian
Journal:  Transl Res       Date:  2021-06-25       Impact factor: 7.012

9.  Chronic Pain Treatment and Digital Health Era-An Opinion.

Authors:  V Rejula; J Anitha; R V Belfin; J Dinesh Peter
Journal:  Front Public Health       Date:  2021-12-10

10.  Reorganization of functional brain network architecture in chronic osteoarthritis pain.

Authors:  Joana Barroso; Kenta Wakaizumi; Ana Mafalda Reis; Marwan Baliki; Thomas J Schnitzer; Vasco Galhardo; Apkar Vania Apkarian
Journal:  Hum Brain Mapp       Date:  2020-11-19       Impact factor: 5.399

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