Large-scale structural network change correlates with clinical response to rTMS in depression

被引:14
作者
Nestor, Sean M. [1 ,2 ]
Mir-Moghtadaei, Arsalan [3 ,4 ,5 ]
Vila-Rodriguez, Fidel [6 ]
Giacobbe, Peter [2 ,7 ,8 ]
Daskalakis, Zafiris J. [9 ]
Blumberger, Daniel M. [1 ,10 ]
Downar, Jonathan [1 ,3 ,4 ,5 ]
机构
[1] Univ Toronto, Temerty Fac Med, Dept Psychiat, Toronto, ON, Canada
[2] Sunnybrook Hlth Sci Ctr, Harquail Ctr Neuromodulat, Toronto, ON, Canada
[3] Univ Toronto, Inst Med Sci, Fac Med, Toronto, ON, Canada
[4] Univ Hlth Network, Krembil Res Inst, Toronto, ON, Canada
[5] Univ Hlth Network, Ctr Mental Hlth, Toronto, ON, Canada
[6] Univ British Columbia, Inst Mental Hlth, NonInvas Neurostimulat Therapies Lab, Dept Psychiat, Vancouver, BC, Canada
[7] Univ British Columbia, Dept Psychiat, Fac Med, Vancouver, BC, Canada
[8] Univ Toronto, Inst Med Sci, Temerty Fac Med, Toronto, ON, Canada
[9] Univ Calif San Diego, San Diego Hlth, Sch Med, Dept Psychiat, San Diego, CA 92103 USA
[10] Temerty Ctr Therapeut Brain Intervent & Campbell, Ctr Addict & Mental Hlth, Toronto, ON, Canada
基金
加拿大健康研究院;
关键词
TRANSCRANIAL MAGNETIC STIMULATION; TREATMENT-RESISTANT DEPRESSION; FUNCTIONAL CONNECTIVITY; ORBITOFRONTAL CORTEX; BRAIN-STIMULATION; MAJOR DEPRESSION; COVARIANCE; TARGET; REWARD; MOOD;
D O I
10.1038/s41386-021-01256-3
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Response to repetitive transcranial magnetic stimulation (rTMS) among individuals with major depressive disorder (MDD) varies widely. The neural mechanisms underlying rTMS are thought to involve changes in large-scale networks. Whether structural network integrity and plasticity are associated with response to rTMS therapy is unclear. Structural MRIs were acquired from a series of 70 adult healthy controls and 268 persons with MDD who participated in two arms of a large randomized, non-inferiority trial, THREE-D, comparing intermittent theta-burst stimulation to high-frequency rTMS of the left dorsolateral prefrontal cortex (DLPFC). Patients were grouped according to percentage improvement on the 17-item Hamilton Depression Rating Score at treatment completion. For the entire sample and then for each treatment arm, multivariate analyses were used to characterize structural covariance networks (SCN) from cortical gray matter thickness, volume, and surface area maps from T1-weighted MRI. The association between SCNs and clinical improvement was assessed. For both study arms, cortical thickness and volume SCNs distinguished healthy controls from MDD (p = 0.005); however, post-hoc analyses did not reveal a significant association between pre-treatment SCN expression and clinical improvement. We also isolated an anticorrelated SCN between the left DLPFC rTMS target site and the subgenual anterior cingulate cortex across cortical measures (p = 0.0004). Post-treatment change in cortical thickness SCN architecture was associated with clinical improvement in treatment responders (p = 0.001), but not in non-responders. Structural network changes may underpin clinical response to rTMS, and SCNs are useful for understanding the pathophysiology of depression and neural mechanisms of plasticity and response to circuit-based treatments.
引用
收藏
页码:1096 / 1105
页数:10
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