Topology of pain networks in patients with temporomandibular disorder and pain-free controls with and without concurrent experimental pain: A pilot study

被引:2
作者
Smith, Jeremy L. [1 ]
Allen, Jason W. [1 ,2 ]
Fleischer, Candace C. [1 ,3 ]
Harper, Daniel E. [4 ,5 ]
机构
[1] Emory Univ, Sch Med, Dept Radiol & Imaging Sci, Atlanta, GA USA
[2] Emory Univ, Sch Med, Dept Neurol, Atlanta, GA 30322 USA
[3] Georgia Inst Technol, Dept Biomed Engn, Atlanta, GA 30332 USA
[4] Emory Univ, Sch Med, Dept Anesthesiol, Atlanta, GA 30322 USA
[5] Univ Michigan, Dept Anesthesiol, Ann Arbor, MI 48109 USA
来源
FRONTIERS IN PAIN RESEARCH | 2022年 / 3卷
关键词
temporomandibular disorder (TMD); resting state-fMRI; graph theory; chronic pain; quantitative sensory testing (QST); SURFACE-BASED ANALYSIS; HUMAN CEREBRAL-CORTEX; FUNCTIONAL CONNECTIVITY; DEFAULT MODE; CENTRALIZED PAIN; TRIGEMINAL NERVE; MATTER BRAIN; FIBROMYALGIA; PERMUTATION; NEUROMATRIX;
D O I
10.3389/fpain.2022.966398
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Temporomandibular disorders (TMD) involve chronic pain in the masticatory muscles and jaw joints, but the mechanisms underlying the pain are heterogenous and vary across individuals. In some cases, structural, functional, and metabolic changes in the brain may underlie the condition. In the present study, we evaluated the functional connectivity between 86 regions of interest (ROIs), which were chosen based on previously reported neuroimaging studies of pain and differences in brain morphology identified in an initial surface-based morphometry analysis. Our main objectives were to investigate the topology of the network formed by these ROIs and how it differs between individuals with TMD and chronic pain (n = 16) and pain-free control participants (n = 12). In addition to a true resting state functional connectivity scan, we also measured functional connectivity during a 6-min application of a noxious cuff stimulus applied to the left leg. Our principal finding is individuals with TMD exhibit more suprathreshold correlations (higher nodal degree) among all ROIs but fewer "hub" nodes (i.e., decreased betweenness centrality) across conditions and across all pain pathways. These results suggest is this pain-related network of nodes may be "over-wired" in individuals with TMD and chronic pain compared to controls, both at rest and during experimental pain.
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页数:20
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共 133 条
[101]  
Roy M, 2017, ROUTLEDGE HBK PHILOS, P87
[102]   Complex network measures of brain connectivity: Uses and interpretations [J].
Rubinov, Mikail ;
Sporns, Olaf .
NEUROIMAGE, 2010, 52 (03) :1059-1069
[103]   Multiple reward signals in the brain [J].
Schultz, W .
NATURE REVIEWS NEUROSCIENCE, 2000, 1 (03) :199-207
[104]  
Seabold S., 2010, STATSMODELS ECONOMET, P92, DOI [10.25080/Majora-92bf1922-011, DOI 10.25080/MAJORA-92BF1922-011, 10.25080/majora-92bf1922-011]
[105]   Temporal difference models describe higher-order learning in humans [J].
Seymour, B ;
O'Doherty, JP ;
Dayan, P ;
Koltzenburg, M ;
Jones, AK ;
Dolan, RJ ;
Friston, KJ ;
Frackowiak, RS .
NATURE, 2004, 429 (6992) :664-667
[106]   The trigeminal nerve. Part II: The ophthalmic division [J].
Shankland, WE .
CRANIO-THE JOURNAL OF CRANIOMANDIBULAR & SLEEP PRACTICE, 2001, 19 (01) :8-12
[107]   Common blood flow changes across visual tasks .2. Decreases in cerebral cortex [J].
Shulman, GL ;
Fiez, JA ;
Corbetta, M ;
Buckner, RL ;
Miezin, FM ;
Raichle, ME ;
Petersen, SE .
JOURNAL OF COGNITIVE NEUROSCIENCE, 1997, 9 (05) :648-663
[108]   Default network activity, coupled with the frontoparietal control network, supports goal-directed cognition [J].
Spreng, R. Nathan ;
Stevens, W. Dale ;
Chamberlain, Jon P. ;
Gilmore, Adrian W. ;
Schacter, Daniel L. .
NEUROIMAGE, 2010, 53 (01) :303-317
[109]   Two Systems of Resting State Connectivity Between the Insula and Cingulate Cortex [J].
Taylor, Keri S. ;
Seminowicz, David A. ;
Davis, Karen D. .
HUMAN BRAIN MAPPING, 2009, 30 (09) :2731-2745
[110]   Dissociating anticipation from perception: Acute pain activates default mode network [J].
Ter Minassian, Aram ;
Ricalens, Emmanuel ;
Humbert, Stanislas ;
Duc, Flavie ;
Aube, Christophe ;
Beydon, Laurent .
HUMAN BRAIN MAPPING, 2013, 34 (09) :2228-2243