Altered Brain Functional Connectome in Migraine with and without Restless Legs Syndrome: A Resting-State Functional MRI Study

被引:27
作者
Yang, Fu-Chi [1 ,2 ]
Chou, Kun-Hsien [3 ,4 ]
Hsu, Ai-Ling [5 ]
Fuh, Jong-Ling [6 ,7 ]
Lirng, Jiing-Feng [8 ,9 ]
Kao, Hung-Wen [10 ]
Lin, Ching-Po [2 ,3 ,4 ,11 ]
Wang, Shuu-Jiun [2 ,4 ,6 ,7 ]
机构
[1] Natl Def Med Ctr, Dept Neurol, Triserv Gen Hosp, Taipei, Taiwan
[2] Natl Yang Ming Univ, Inst Brain Sci, Taipei, Taiwan
[3] Natl Yang Ming Univ, Inst Neurosci, Taipei, Taiwan
[4] Natl Yang Ming Univ, Brain Res Ctr, Taipei, Taiwan
[5] Natl Taiwan Univ, Grad Inst Biomed Elect & Bioinformat, Taipei, Taiwan
[6] Natl Yang Ming Univ, Fac Med, Sch Med, Taipei, Taiwan
[7] Taipei Vet Gen Hosp, Neurol Inst, Taipei, Taiwan
[8] Natl Yang Ming Univ, Dept Radiol, Taipei, Taiwan
[9] Taipei Vet Gen Hosp, Dept Radiol, Taipei, Taiwan
[10] Natl Def Med Ctr, Dept Radiol, Triserv Gen Hosp, Taipei, Taiwan
[11] Natl Yang Ming Univ, Dept Biomed Imaging & Radiol Sci, Taipei, Taiwan
关键词
MRI; migraine; restless legs syndrome; functional connectivity; connectome; DIAGNOSTIC-CRITERIA; CONNECTIVITY; PREVALENCE; FMRI; ASSOCIATION; HEADACHE; ARTIFACT;
D O I
10.3389/fneur.2018.00025
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Migraine is frequently comorbid with restless legs syndrome (RLS), both displaying functional connectivity (FC) alterations in multiple brain networks, although the neurological basis of this association is unknown. Methods: We performed resting-state functional magnetic resonance imaging and network-wise analysis of FC in migraine patients with and without RLS and healthy controls (CRL). Network-based statistics (NBS) and composite FC matrix analyses were performed to identify the patterns of FC changes. Correlation analyses were performed to identify associations between alterations in FC and clinical profiles. Results: NBS results revealed that both migraine patients with and without RLS exhibited lower FC than CRL in the dorsal attention, salience, default mode, cingulo-opercular, visual, frontoparietal, auditory, and sensory/somatomotor networks. Further composite FC matrix analyses revealed differences in FC of the salience, default mode to subcortical and frontoparietal, auditory to salience, and memory retrieval networks between migraine patients with and without RLS. There was a trend toward a negative association between RLS severity and cross-network abnormalities in the default mode to subcortical network. Discussion: Migraine patients with and without RLS exhibit disruptions of brain FC. Such findings suggest that these disorders are associated with differential neuropathological mechanisms and may aid in the future development of neuroimaging-driven biomarkers for these conditions.
引用
收藏
页数:10
相关论文
共 52 条
[1]   Restless legs syndrome/Willis-Ekbom disease diagnostic criteria: updated International Restless Legs Syndrome Study Group (IRLSSG) consensus criteria - history, rationale, description, and significance [J].
Allen, Richard P. ;
Picchietti, Daniel L. ;
Garcia-Borreguero, Diego ;
Ondo, William G. ;
Walters, Arthur S. ;
Winkelman, John W. ;
Zucconi, Marco ;
Ferri, Raffaele ;
Trenkwalder, Claudia ;
Lee, Hochang B. .
SLEEP MEDICINE, 2014, 15 (08) :860-873
[2]   Restless legs syndrome: diagnostic criteria, special considerations, and epidemiology - A report from the restless legs syndrome diagnosis and epidemiology workshop at the National Institutes of Health [J].
Allen, RP ;
Picchietti, D ;
Hening, WA ;
Trenkwalder, C ;
Walters, AS ;
Montplaisi, J .
SLEEP MEDICINE, 2003, 4 (02) :101-119
[3]  
[Anonymous], 1988, STAT POWER ANAL BEHA, DOI DOI 10.1234/12345678
[4]   Ictal and interictal phonophobia in migraine-a quantitative controlled study [J].
Ashkenazi, A. ;
Mushtaq, A. ;
Yang, I. ;
Oshinsky, M. L. .
CEPHALALGIA, 2009, 29 (10) :1042-1048
[5]   Isolating physiologic noise sources with independently determined spatial measures [J].
Beall, Erik B. ;
Lowe, Mark J. .
NEUROIMAGE, 2007, 37 (04) :1286-1300
[6]   The International Classification of Headache Disorders, 3rd edition (beta version) [J].
Bes, Andre ;
Kunkel, Robert ;
Lance, James W. ;
Nappi, Giuseppe ;
Pfaffenrath, Volker ;
Rose, Frank Clifford ;
Schoenberg, Bruce S. ;
Soyka, Dieter ;
Tfelt-Hansen, Peer ;
Welch, K. Michael A. ;
Wilkinson, Marica ;
Olesen, Jes ;
Bousser, Marie-Germaine ;
Diener, Hans-Christoph ;
Dodick, David ;
First, Michael ;
Goadsby, Peter J. ;
Goebel, Hartmut ;
Lainez, Miguel J. A. ;
Lance, James W. ;
Lipton, Richard B. ;
Nappi, Giuseppe ;
Sakai, Fumihiko ;
Schoenen, Jean ;
Silberstein, Stephen D. ;
Steiner, Timothy J. ;
Olesen, Jes ;
Bendtsen, Lars ;
Dodick, David ;
Ducros, Anne ;
Evers, Stefan ;
First, Michael ;
Goadsby, Peter J. ;
Hershey, Andrew ;
Katsarava, Zaza ;
Levin, Morris ;
Pascual, Julio ;
Russell, Michael B. ;
Schwedt, Todd ;
Steiner, Timothy J. ;
Tassorelli, Cristina ;
Terwindt, Gisela M. ;
Vincent, Maurice ;
Wang, Shuu-Jiun ;
Olesen, J. ;
Evers, S. ;
Charles, A. ;
Hershey, A. ;
Lipton, R. ;
First, M. .
CEPHALALGIA, 2013, 33 (09) :629-808
[7]   Prevalence and characteristics of allodynia in headache sufferers - A population study [J].
Bigal, M. E. ;
Ashina, S. ;
Burstein, R. ;
Reed, M. L. ;
Buse, D. ;
Serrano, D. ;
Lipton, R. B. .
NEUROLOGY, 2008, 70 (17) :1525-1533
[8]   Support for dopaminergic hypoactivity in restless legs syndrome:: a PET study on D2-receptor binding [J].
Cervenka, Simon ;
Palhagen, Sven E. ;
Comley, Robert A. ;
Panagiotidis, Georgios ;
Cselenyi, Zsolt ;
Matthews, Julian C. ;
Lai, Robert Y. ;
Halldin, Christer ;
Farde, Lars .
BRAIN, 2006, 129 :2017-2028
[9]   Bidirectional triggering association between migraine and restless legs syndrome: A diary study [J].
Chen, Ping-Kun ;
Fuh, Jong-Ling ;
Wang, Shuu-Jiun .
CEPHALALGIA, 2016, 36 (05) :431-436
[10]  
Chen PK, 2010, J NEUROL NEUROSUR PS, V81, P524, DOI 10.1136/jnnp.2009.191684