Increases in frontostriatal connectivity are associated with response to dorsomedial repetitive transcranial magnetic stimulation in refractory binge/purge behaviors

NeuroImage: Clinical

Volumn 8, Issue , 2015, Pages 611-618

  Dunlop, Katharine ^a,b   Woodside, Blake ^a,b,d   Lam, Eileen ^b   Olmsted, Marion ^b,d   Colton, Patricia ^b,d   Giacobbe, Peter ^b,d   Downar, Jonathan ^a,b,c,d  

^a UNIVERSITY OF TORONTO   (Canada)

^b UNIVERSITY HEALTH NETWORK   (Canada)

^c UNIVERSITY HEALTH NETWORK   (Canada)

^d UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ANOREXIA NERVOSA; ANTERIOR INSULA; ARTICLE; BINGE EATING DISORDER; BULIMIA; CLINICAL ARTICLE; DORSAL ANTERIOR CINGULATE CORTEX; DORSOMEDIAL PREFRONTAL CORTEX; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HIPPOCAMPUS; HUMAN; LATERAL ORBITOFRONTAL CORTEX; MALE; MIDDLE AGED; OUTCOME ASSESSMENT; POSTERIOR INSULA; PREDICTOR VARIABLE; PRIORITY JOURNAL; TRANSCRANIAL MAGNETIC STIMULATION; TREATMENT RESPONSE; VENTRAL STRIATUM; BINGE-EATING DISORDER; BULIMIA NERVOSA; FEEDING AND EATING DISORDERS; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOPHYSIOLOGY; PREFRONTAL CORTEX; PROCEDURES; YOUNG ADULT;

ADULT; ANOREXIA NERVOSA; BINGE-EATING DISORDER; BULIMIA NERVOSA; FEEDING AND EATING DISORDERS; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; OUTCOME ASSESSMENT (HEALTH CARE); PREFRONTAL CORTEX; TRANSCRANIAL MAGNETIC STIMULATION; VENTRAL STRIATUM; YOUNG ADULT;

EID: 84934753763     PISSN: None     EISSN: 22131582     Source Type: Journal    
DOI: 10.1016/j.nicl.2015.06.008     Document Type: Article

References (53)

1. Amianto F., D'Agata F., Lavagnino L., Caroppo P., Abbate-Daga G., Righi D., Scarone S., Bergui M., Mortara P., and Fassino S. Intrinsic connectivity networks within cerebellum and beyond in eating disorders Cerebellum. Lond. Engl. 12 5 2013 623 631 23553468
2. Arcelus J., Mitchell A.J., Wales J., and Nielsen S. Mortality rates in patients with anorexia nervosa and other eating disorders. A meta-analysis of 36 studies Arch. Gen. Psychiatry 68 7 2011 724 731 21727255
3. Baeken C., Marinazzo D., Wu G.-R., Van Schuerbeek P., De Mey J., Marchetti I., Vanderhasselt M.-A., Remue J., Luypaert R., and De Raedt R. Accelerated HF-rTMS in treatment-resistant unipolar depression: insights from subgenual anterior cingulate functional connectivity World J. Biol. Psychiatry 15 4 2014 286 297 10.3109/15622975.2013.872295 24447053
4. Beckmann C.F., Jenkinson M., and Smith S.M. General multilevel linear modeling for group analysis in FMRI Neuroimage 20 2 2003 1052 1063 10.1016/S1053-8119(03)00435-X 14568475
5. Berlim M.T., van den Eynde F., Tovar-Perdomo S., and Daskalakis Z.J. Response, remission and drop-out rates following high-frequency repetitive transcranial magnetic stimulation (rTMS) for treating major depression: a systematic review and meta-analysis of randomized, double-blind and sham-controlled trials Psychol. Med. 44 2 2014 225 239 10.1017/S0033291713000512 23507264
6. Brass M., and Haggard P. To do or not to do: the neural signature of self-control J. Neurosci. 27 34 2007 9141 9145 10.1523/JNEUROSCI.0924-07.2007 17715350
7. Campbell-Meiklejohn D.K., Woolrich M.W., Passingham R.E., and Rogers R.D. Knowing when to stop: the brain mechanisms of chasing losses Biol. Psychiatry 63 3 2008 293 300 10.1016/j.biopsych.2007.05.014 17662257
8. Cárdenas-Morales L., Volz L.J., Michely J., Rehme A.K., Pool E.-M., Nettekoven C., Eickhoff S.B., Fink G.R., and Grefkes C. Network connectivity and individual responses to brain stimulation in the human motor system Cereb. Cortex 24 7 2014 1697 1707 10.1093/cercor/bht023 23395849
9. Carter J.C., Mercer-Lynn K.B., Norwood S.J., Bewell-Weiss C.V., Crosby R.D., Woodside D.B., and Olmsted M.P. A prospective study of predictors of relapse in anorexia nervosa: implications for relapse prevention Psychiatry Res. 200 2-3 2012 518 523 22657951
10. Cho S.S., Koshimori Y., Aminian K., Obeso I., Rusjan P., Lang A.E., Daskalakis Z.J., Houle S., and Strafella A.P. Investing in the future: stimulation of the medial prefrontal cortex reduces discounting of delayed rewards Neuropsychopharmacology 40 3 2015 546 553 10.1038/npp.2014.211 25168685
11. Cho S.S., Pellecchia G., Aminian K., Ray N., Segura B., Obeso I., and Strafella A.P. Morphometric correlation of impulsivity in medial prefrontal cortex Brain Topogr. 26 3 2013 479 487 23274773
12. Cowdrey F.A., Filippini N., Park R.J., Smith S.M., and McCabe C. Increased resting state functional connectivity in the default mode network in recovered anorexia nervosa Hum. Brain Mapp. 35 2 2014 483 491 10.1002/hbm.22202 23033154
13. Craddock R.C., James G.A., Holtzheimer P.E., Hu X.P., and Mayberg H.S. A whole brain fMRI atlas generated via spatially constrained spectral clustering Hum. Brain Mapp. 33 8 2012 1914 1928 10.1002/hbm.21333 21769991
14. Downar J., Geraci J., Salomons T.V., Dunlop K., Wheeler S., McAndrews M.P., Bakker N., Blumberger D.M., Daskalakis Z.J., Kennedy S.H., Flint A.J., and Giacobbe P. Anhedonia and reward-circuit connectivity distinguish nonresponders from responders to dorsomedial prefrontal repetitive transcranial magnetic stimulation in major depression Biol. Psychiatry 76 3 2014 176 185 10.1016/j.biopsych.2013.10.026 24388670
15. Downar J., Sankar A., Giacobbe P., Woodside B., and Colton P. Unanticipated rapid remission of refractory bulimia nervosa, during high-dose repetitive transcranial magnetic stimulation of the dorsomedial prefrontal cortex: a case report Front. Psychiatry 3 2012 30 10.3389/fpsyt.2012.00030 22529822
16. Eldaief M.C., Halko M.A., Buckner R.L., and Pascual-Leone A. Transcranial magnetic stimulation modulates the brain's intrinsic activity in a frequency-dependent manner Proc. Natl. Acad. Sci. U. S. A. 108 52 2011 21229 21234 10.1073/pnas.1113103109 22160708
17. Epanechnikov V. Non-parametric estimation of a multivariate probability density Theory Probab. Appl. 14 1 1969 153 158
18. Fox M.D., Buckner R.L., White M.P., Greicius M.D., and Pascual-Leone A. Efficacy of transcranial magnetic stimulation targets for depression is related to intrinsic functional connectivity with the subgenual cingulate Biol. Psychiatry 72 7 2012 595 603 22658708
19. Fox M.D., Liu H., and Pascual-Leone A. Identification of reproducible individualized targets for treatment of depression with TMS based on intrinsic connectivity Neuroimage 66 2013 151 160 23142067
20. Friederich H.-C., Walther S., Bendszus M., Biller A., Thomann P., Zeigermann S., Katus T., Brunner R., Zastrow A., and Herzog W. Grey matter abnormalities within cortico-limbic-striatal circuits in acute and weight-restored anorexia nervosa patients Neuroimage 59 2 2012 1106 1113 21967727
21. Gueorguieva R., Mallinckrodt C., and Krystal J.H. Trajectories of depression severity in clinical trials of duloxetine: insights into antidepressant and placebo responses Arch. Gen. Psychiatry 68 12 2011 1227 1237 22147842
22. Hallett M. Transcranial magnetic stimulation: a primer Neuron 55 2 2007 187 199 10.1016/j.neuron.2007.06.026 17640522
23. Harmer C.J., Thilo K.V., Rothwell J.C., and Goodwin G.M. Transcranial magnetic stimulation of medial-frontal cortex impairs the processing of angry facial expressions Nat. Neurosci. 4 1 2001 17 18 10.1038/82854 11135640
24. Hay P.J., Touyz S., and Sud R. Treatment for severe and enduring anorexia nervosa: a review Aust. N. Z. J. Psychiatry 46 12 2012 1136 1144 10.1177/0004867412450469 22696548
25. Hayward G., Mehta M.A., Harmer C., Spinks T.J., Grasby P.M., and Goodwin G.M. Exploring the physiological effects of double-cone coil TMS over the medial frontal cortex on the anterior cingulate cortex: an H2(15)O PET study Eur. J. Neurosci. 25 7 2007 2224 2233 10.1111/j.1460-9568.2007.05430.x 17439499
26. Hudson J.I., Hiripi E., Pope H.G., and Kessler R.C. The prevalence and correlates of eating disorders in the National Comorbidity Survey Replication Biol. Psychiatry 61 3 2007 348 358 16815322
27. Jenkinson M., Beckmann C.F., Behrens T.E.J., Woolrich M.W., and Smith S.M. FSL Neuroimage 62 2 2012 782 790 21979382
28. Joos A.A., Saum B., Zeeck A., Perlov E., Glauche V., Hartmann A., Freyer T., Sandholz A., Unterbrink T., van Elst L.T., and Tüscher O. Frontocingular dysfunction in bulimia nervosa when confronted with disease-specific Stimuli Eur. Eat. Disord. Rev. 19 5 2011 447 453 21809423
29. Kimbrell T.A., Little J.T., Dunn R.T., Frye M.A., Greenberg B.D., Wassermann E.M., Repella J.D., Danielson A.L., Willis M.W., Benson B.E., Speer A.M., Osuch E., George M.S., and Post R.M. Frequency dependence of antidepressant response to left prefrontal repetitive transcranial magnetic stimulation (rTMS) as a function of baseline cerebral glucose metabolism Biol. Psychiatry 1999
30. Kühn S., Gallinat J., and Brass M. "Keep Calm and Carry On": Structural Correlates of Expressive Suppression of Emotions. PLOS One 6 2011 1 4 10.1371/journal.pone.0016569
31. Lipsman N., Woodside D.B., Giacobbe P., Hamani C., Carter J.C., Norwood S.J., Sutandar K., Staab R., Elias G., Lyman C.H., Smith G.S., and Lozano A.M. Subcallosal cingulate deep brain stimulation for treatment-refractory anorexia nervosa: a phase 1 pilot trial Lancet 381 9875 2013 1361 1370 23473846
32. Liston C., Chen A.C., Zebley B.D., Drysdale A.T., Gordon R., Leuchter B., Voss H.U., Casey B.J., Etkin A., and Dubin M.J. Default Mode Network Mechanisms of transcranial magnetic stimulation in depression Biol. Psychiatry 76 7 2014 517 526 24629537
33. Lock J., Garrett A., Beenhakker J., and Reiss A.L. Aberrant brain activation during a response inhibition task in adolescent eating disorder subtypes Am. J. Psychiatry 168 1 2011 55 64 10.1176/appi.ajp.2010.10010056 21123315
34. Maeda F., Keenan J.P., Tormos J.M., Topka H., and Pascual-Leone A. Interindividual variability of the modulatory effects of repetitive transcranial magnetic stimulation on cortical excitability Exp. Brain Res. 133 4 2000 425 430 10.1007/s002210000432 10985677
35. Mitchell J.E., Agras S., and Wonderlich S. Treatment of bulimia nervosa: where are we and where are we going? Int. J. Eat. Disord. 40 2 2007 95 101 10.1002/eat.20343 17080448
36. Obeso I., Cho S.S., Antonelli F., Houle S., Jahanshahi M., Ko J.H., and Strafella A.P. Stimulation of the pre-SMA influences cerebral blood flow in frontal areas involved with inhibitory control of action Brain Stimul. 6 5 2013 769 776 23545472
37. Olmsted M.P., Kaplan A.S., and Rockert W. Defining remission and relapse in bulimia nervosa Int. J. Eat. Disord. 38 1 2005 1 6 10.1002/eat.20144 15971233
38. Salomons T.V., Dunlop K., Kennedy S.H., Flint A., Geraci J., Giacobbe P., and Downar J. Resting-state cortico-thalamic-striatal connectivity predicts response to dorsomedial prefrontal rTMS in major depressive disorder Neuropsychopharmacology 39 2 2014 488 498 10.1038/npp.2013.222 24150516
39. Schäfer A., Vaitl D., and Schienle A. Regional grey matter volume abnormalities in bulimia nervosa and binge-eating disorder Neuroimage 50 2 2010 639 643 20035881
40. Shapiro J.R., Berkman N.D., Brownley K.A., Sedway J.A., Lohr K.N., and Bulik C.M. Bulimia nervosa treatment: a systematic review of randomized controlled trials Int. J. Eat. Disord. 40 4 2007 321 336 17370288
41. Speer A.M., Benson B.E., Kimbrell T.K., Wassermann E.M., Willis M.W., Herscovitch P., and Post R.M. Opposite effects of high and low frequency rTMS on mood in depressed patients: relationship to baseline cerebral activity on PET J. Affect. Disord. 115 3 2009 386 394 10.1016/j.jad.2008.10.006 19027962
42. Speer A.M., Kimbrell T.A., Wassermann E.M., Repella J.D., Willis M.W., Herscovitch P., and Post R.M. Opposite effects of high and low frequency rTMS on regional brain activity in depressed patients Biol. Psychiatry 48 12 2000 1133 1141 10.1016/S0006-3223(00)01065-9 11137053
43. Sullivan P.F. Mortality in anorexia nervosa Am. J. Psychiatry 152 7 1995 1073 1074 10.1176/ajp.152.7.1073 7793446
44. Talairach J., and Tournoux P. Co-planar stereotaxic atlas of the human brain: 3-dimensional proportional system: an approach to cerebral imaging Neuropsychologia 39 1988 145
45. Terao Y., Ugawa Y., Hanajima R., Machii K., Furubayashi T., Mochizuki H., Enomoto H., Shiio Y., Uesugi H., Iwata N.K., and Kanazawa I. A single motor unit recording technique for studying the differential activation of corticospinal volleys by transcranial magnetic stimulation Brain Res. Protoc. 7 1 2001 61 67 10.1016/S1385-299X(00)00063-5
46. Thase M.E., Larsen K.G., and Kennedy S.H. Assessing the "true" effect of active antidepressant therapy v. placebo in major depressive disorder: use of a mixture model Br. J. Psychiatry 199 6 2011 501 507 10.1192/bjp.bp.111.093336 22130749
47. Titova O.E., Hjorth O.C., Schiöth H.B., and Brooks S.J. Anorexia nervosa is linked to reduced brain structure in reward and somatosensory regions: a meta-analysis of VBM studies B.M.C. Psychiatry 13 2013 110 10.1186/1471-244X-13-110 23570420
48. Uher R., Yoganathan D., Mogg A., Eranti S.V., Treasure J., Campbell I.C., McLoughlin D.M., and Schmidt U. Effect of left prefrontal repetitive transcranial magnetic stimulation on food craving Biol. Psychiatry 58 10 2005 840 842 16084855
49. Van den Eynde F., Claudino A.M., Mogg A., Horrell L., Stahl D., Ribeiro W., Uher R., Campbell I., and Schmidt U. Repetitive transcranial magnetic stimulation reduces cue-induced food craving in bulimic disorders Biol. Psychiatry 67 8 2010 793 795 10.1016/j.biopsych.2009.11.023 20060105
50. Van den Eynde F., Suda M., Broadbent H., Guillaume S., Van den Eynde M., Steiger H., Israel M., Berlim M., Giampietro V., Simmons A., Treasure J., Campbell I., and Schmidt U. Structural magnetic resonance imaging in eating disorders: a systematic review of voxel-based morphometry studies Eur. Eat. Disord. Rev. 20 2 2012 94 105 10.1002/erv.1163 22052722
51. Wagner A., Aizenstein H., Venkatraman V.K., Bischoff-Grethe A., Fudge J., May J.C., Frank G.K., Bailer U.F., Fischer L., Putnam K., and Kaye W.H. Altered striatal response to reward in bulimia nervosa after recovery Int. J. Eat. Disord. 43 4 2010 289 294 10.1002/eat.20699 19434606
52. Wagner A., Aizenstein H., Venkatraman V.K., Fudge J., May J.C., Mazurkewicz L., Frank G.K., Bailer U.F., Fischer L., Nguyen V., Carter C., Putnam K., and Kaye W.H. Altered reward processing in women recovered from anorexia nervosa Am. J. Psychiatry 164 12 2007 1842 1849 18056239
53. Walpoth M., Hoertnagl C., Mangweth-Matzek B., Kemmler G., Hinterhölzl J., Conca A., and Hausmann A. Repetitive transcranial magnetic stimulation in bulimia nervosa: preliminary results of a single-centre, randomised, double-blind, sham-controlled trial in female outpatients Psychother. Psychosom. 77 1 2008 57 60 10.1159/000110061 18087209