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Siddiqi SH, Trapp NT, Hacker CD, Laumann TO, Kandala S, Hong X, Trillo L, Shahim P, Leuthardt EC, Carter AR, Brody DL. Repetitive Transcranial Magnetic Stimulation with Resting-State Network Targeting for Treatment-Resistant Depression in Traumatic Brain Injury: A Randomized, Controlled, Double-Blinded Pilot Study. J Neurotrauma 2019; 36:1361-1374. [PMID: 30381997 PMCID: PMC6909726 DOI: 10.1089/neu.2018.5889] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Repetitive transcranial magnetic stimulation (rTMS) has demonstrated antidepressant efficacy but has limited evidence in depression associated with traumatic brain injury (TBI). Here, we investigate the use of rTMS targeted with individualized resting-state network mapping (RSNM) of dorsal attention network (DAN) and default mode network (DMN) in subjects with treatment-resistant depression associated with concussive or moderate TBI. The planned sample size was 50 with first interim analysis planned at 20, but only 15 were enrolled before the study was terminated for logistical reasons. Subjects were randomized to 20 sessions of bilateral rTMS (4000 left-sided excitatory pulses, 1000 right-sided inhibitory pulses) or sham. Treatment was targeted to the dorsolateral prefrontal cluster with maximal difference between DAN and DMN correlations based on resting-state functional magnetic resonance imaging with individualized RSNM. Mean improvement in the primary outcome, Montgomery-Asberg Depression Rating Scale (MADRS), was 56% ± 14% (n = 9) with active treatment and 27% ± 25% (n = 5) with sham (Cohen's d = 1.43). One subject randomized to sham withdrew before starting treatment. There were no seizures or other significant adverse events. MADRS improvement was inversely correlated with functional connectivity between the right-sided stimulation site and the subgenual anterior cingulate cortex (sgACC; r = -0.68, 95% confidence interval 0.03-0.925). Active treatment led to increased sgACC-DMN connectivity (d = 1.55) and increased sgACC anti-correlation with the left- and right-sided stimulation sites (d = -1.26 and -0.69, respectively). This pilot study provides evidence that RSNM-targeted rTMS is feasible in TBI patients with depression. Given the dearth of existing evidence-based treatments for depression in this patient population, these preliminarily encouraging results indicate that larger controlled trials are warranted.
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Affiliation(s)
- Shan H. Siddiqi
- Department of Neurology, McLean Hospital, Belmont, Massachusetts
- Center for Neuroscience and Regenerative Medicine, National Institutes of Health/Uniformed Services University of Health Sciences Traumatic Brain Injury Research Group, Bethesda, Maryland
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Nicholas T. Trapp
- Department of Psychiatry, University of Iowa Carver College of Medicine, University of Iowa, Iowa City, Iowa
| | - Carl D. Hacker
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri
| | - Timothy O. Laumann
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Sridhar Kandala
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Xin Hong
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri
| | - Ludwig Trillo
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Pashtun Shahim
- Center for Neuroscience and Regenerative Medicine, National Institutes of Health/Uniformed Services University of Health Sciences Traumatic Brain Injury Research Group, Bethesda, Maryland
| | - Eric C. Leuthardt
- Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri
| | - Alexandre R. Carter
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri
| | - David L. Brody
- Center for Neuroscience and Regenerative Medicine, National Institutes of Health/Uniformed Services University of Health Sciences Traumatic Brain Injury Research Group, Bethesda, Maryland
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri
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56
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Stein MB, Jain S, Giacino JT, Levin H, Dikmen S, Nelson LD, Vassar MJ, Okonkwo DO, Diaz-Arrastia R, Robertson CS, Mukherjee P, McCrea M, Mac Donald CL, Yue JK, Yuh E, Sun X, Campbell-Sills L, Temkin N, Manley GT, Adeoye O, Badjatia N, Boase K, Bodien Y, Bullock MR, Chesnut R, Corrigan JD, Crawford K, Diaz-Arrastia R, Dikmen S, Duhaime AC, Ellenbogen R, Feeser VR, Ferguson A, Foreman B, Gardner R, Gaudette E, Giacino JT, Gonzalez L, Gopinath S, Gullapalli R, Hemphill JC, Hotz G, Jain S, Korley F, Kramer J, Kreitzer N, Levin H, Lindsell C, Machamer J, Madden C, Martin A, McAllister T, McCrea M, Merchant R, Mukherjee P, Nelson LD, Noel F, Okonkwo DO, Palacios E, Perl D, Puccio A, Rabinowitz M, Robertson CS, Rosand J, Sander A, Satris G, Schnyer D, Seabury S, Sherer M, Stein MB, Taylor S, Toga A, Temkin N, Valadka A, Vassar MJ, Vespa P, Wang K, Yue JK, Yuh E, Zafonte R. Risk of Posttraumatic Stress Disorder and Major Depression in Civilian Patients After Mild Traumatic Brain Injury: A TRACK-TBI Study. JAMA Psychiatry 2019; 76:249-258. [PMID: 30698636 PMCID: PMC6439818 DOI: 10.1001/jamapsychiatry.2018.4288] [Citation(s) in RCA: 194] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
IMPORTANCE Traumatic brain injury (TBI) has been associated with adverse mental health outcomes, such as posttraumatic stress disorder (PTSD) and major depressive disorder (MDD), but little is known about factors that modify risk for these psychiatric sequelae, particularly in the civilian sector. OBJECTIVE To ascertain prevalence of and risk factors for PTSD and MDD among patients evaluated in the emergency department for mild TBI (mTBI). DESIGN, SETTING, AND PARTICIPANTS Prospective longitudinal cohort study (February 2014 to May 2018). Posttraumatic stress disorder and MDD symptoms were assessed using the PTSD Checklist for DSM-5 and the Patient Health Questionnaire-9 Item. Risk factors evaluated included preinjury and injury characteristics. Propensity score weights-adjusted multivariable logistic regression models were performed to assess associations with PTSD and MDD. A total of 1155 patients with mTBI (Glasgow Coma Scale score, 13-15) and 230 patients with nonhead orthopedic trauma injuries 17 years and older seen in 11 US hospitals with level 1 trauma centers were included in this study. MAIN OUTCOMES AND MEASURES Probable PTSD (PTSD Checklist for DSM-5 score, ≥33) and MDD (Patient Health Questionnaire-9 Item score, ≥15) at 3, 6, and 12 months postinjury. RESULTS Participants were 1155 patients (752 men [65.1%]; mean [SD] age, 40.5 [17.2] years) with mTBI and 230 patients (155 men [67.4%]; mean [SD] age, 40.4 [15.6] years) with nonhead orthopedic trauma injuries. Weights-adjusted prevalence of PTSD and/or MDD in the mTBI vs orthopedic trauma comparison groups at 3 months was 20.0% (SE, 1.4%) vs 8.7% (SE, 2.2%) (P < .001) and at 6 months was 21.2% (SE, 1.5%) vs 12.1% (SE, 3.2%) (P = .03). Risk factors for probable PTSD at 6 months after mTBI included less education (adjusted odds ratio, 0.89; 95% CI, 0.82-0.97 per year), being black (adjusted odds ratio, 5.11; 95% CI, 2.89-9.05), self-reported psychiatric history (adjusted odds ratio, 3.57; 95% CI, 2.09-6.09), and injury resulting from assault or other violence (adjusted odds ratio, 3.43; 95% CI, 1.56-7.54). Risk factors for probable MDD after mTBI were similar with the exception that cause of injury was not associated with increased risk. CONCLUSIONS AND RELEVANCE After mTBI, some individuals, on the basis of education, race/ethnicity, history of mental health problems, and cause of injury were at substantially increased risk of PTSD and/or MDD. These findings should influence recognition of at-risk individuals and inform efforts at surveillance, follow-up, and intervention.
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Affiliation(s)
- Murray B. Stein
- Department of Psychiatry, University of California San Diego, La Jolla,Department of Family Medicine & Public Health, University of California San Diego, La Jolla,VA San Diego Healthcare System, San Diego, California
| | - Sonia Jain
- Department of Family Medicine & Public Health, University of California San Diego, La Jolla
| | - Joseph T. Giacino
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts,Spaulding Rehabilitation Hospital, Charlestown, Massachusetts
| | - Harvey Levin
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas
| | - Sureyya Dikmen
- Department of Rehabilitation Medicine, University of Washington, Seattle
| | - Lindsay D. Nelson
- Departments of Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee
| | - Mary J. Vassar
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California,Department of Neurological Surgery, University of California, San Francisco
| | - David O. Okonkwo
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | | | - Claudia S. Robertson
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas
| | - Pratik Mukherjee
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California,Department of Radiology & Biomedical Imaging, University of California, San Francisco,Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco
| | - Michael McCrea
- Departments of Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee
| | | | - John K. Yue
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - Esther Yuh
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California,Department of Radiology & Biomedical Imaging, University of California, San Francisco,Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco
| | - Xiaoying Sun
- Department of Family Medicine & Public Health, University of California San Diego, La Jolla
| | | | - Nancy Temkin
- Department of Neurological Surgery, University of Washington, Seattle,Department of Biostatistics, University of Washington, Seattle
| | - Geoffrey T. Manley
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California,Department of Neurological Surgery, University of California, San Francisco
| | | | | | | | - Kim Boase
- Department of Rehabilitation Medicine, University of Washington, Seattle
| | | | | | - Randall Chesnut
- Department of Neurological Surgery, University of Washington, Seattle
| | | | | | | | - Sureyya Dikmen
- Department of Rehabilitation Medicine, University of Washington, Seattle
| | | | | | - V Ramana Feeser
- Department of Emergency Medicine, Virginia Commonwealth University, Richmond
| | - Adam Ferguson
- Department of Neurological Surgery, University of California, San Francisco
| | | | - Raquel Gardner
- Department of Neurology, University of California, San Francisco
| | | | - Joseph T Giacino
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts.,Spaulding Rehabilitation Hospital, Charlestown, Massachusetts
| | | | - Shankar Gopinath
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas
| | | | | | | | - Sonia Jain
- Department of Family Medicine & Public Health, University of California San Diego, La Jolla
| | - Frederick Korley
- Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor
| | - Joel Kramer
- Department of Neurology, University of California, San Francisco
| | | | - Harvey Levin
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas
| | - Chris Lindsell
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Joan Machamer
- Department of Rehabilitation Medicine, University of Washington, Seattle
| | - Christopher Madden
- Department of Neurological Surgery, UT Southwestern Medical Center, Dallas, Texas
| | - Alastair Martin
- Department of Radiology & Biomedical Imaging, University of California, San Francisco
| | - Thomas McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis
| | - Michael McCrea
- Departments of Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee
| | - Randall Merchant
- Department of Anatomy and Neurobiology, Virginia Commonwealth University, Richmond
| | - Pratik Mukherjee
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California.,Department of Radiology & Biomedical Imaging, University of California, San Francisco.,Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco
| | - Lindsay D Nelson
- Departments of Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee
| | - Florence Noel
- Dan L. Duncan Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas
| | - David O Okonkwo
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Eva Palacios
- Department of Radiology & Biomedical Imaging, University of California, San Francisco
| | - Daniel Perl
- Department of Pathology, Uniformed Services University, Bethesda, Maryland
| | - Ava Puccio
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Miri Rabinowitz
- Department of Neurology, University of Pennsylvania, Philadelphia
| | - Claudia S Robertson
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas
| | | | - Angelle Sander
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas
| | - Gabriela Satris
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - David Schnyer
- Department of Psychology, University of Texas at Austin, Austin
| | | | | | - Murray B Stein
- Department of Psychiatry, University of California San Diego, La Jolla.,Department of Family Medicine & Public Health, University of California San Diego, La Jolla.,VA San Diego Healthcare System, San Diego, California
| | - Sabrina Taylor
- Department of Neurological Surgery, University of California, San Francisco
| | - Arthur Toga
- University of Southern California, Los Angeles
| | - Nancy Temkin
- Department of Neurological Surgery, University of Washington, Seattle.,Department of Biostatistics, University of Washington, Seattle
| | - Alex Valadka
- Department of Neurosurgery, Virginia Commonwealth University, Richmond
| | - Mary J Vassar
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California.,Department of Neurological Surgery, University of California, San Francisco
| | - Paul Vespa
- Department of Neurology, University of California Los Angeles School of Medicine, Los Angeles
| | - Kevin Wang
- Department of Psychiatry, University of Florida, Gainesville
| | - John K Yue
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California
| | - Esther Yuh
- Brain and Spinal Cord Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California.,Department of Radiology & Biomedical Imaging, University of California, San Francisco.,Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco
| | - Ross Zafonte
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
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