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Almeida-Souza T, Campos ACP, Rabelo TK, Emtyazi D, McCann E, Brandão-Lima P, Diwan M, Lipsman N, Hamani C. Sex differences in long-term fear and anxiety-like responses to deep brain stimulation in a preclinical model of PTSD. J Psychiatr Res 2025; 184:198-209. [PMID: 40056639 DOI: 10.1016/j.jpsychires.2025.02.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Revised: 01/22/2025] [Accepted: 02/20/2025] [Indexed: 03/10/2025]
Abstract
Deep brain stimulation (DBS) is currently being investigated in patients and preclinical models of posttraumatic stress disorder (PTSD), but differences in behaviour according to sex remain elusive. We exposed female and male rats to fear conditioning and extinction. Thereafter, animals were treated with ventromedial prefrontal cortex DBS, followed by a battery of tests to measure fear and anxiety-like behaviour. As in our prior work, animals with high freezing scores during extinction (weak extinction; WE) were segregated from those with lower freezing scores (non-weak extinction; nWE), since the former population was previously shown to develop prolonged fear and anxiety-like responses. Vaginal lavages were collected after fear extinction to study the estrous cycle. After the experiments, brains were processed for the measurement of estrogen (ER) and progesterone receptors (PR) in the hypothalamus and hippocampus. We found that DBS-treated males had a more pronounced reduction in freezing than females during all recall sessions. In females, DBS induced an anxiolytic-like effect in the open field, while a reduction in the latency to feed during novelty suppressed feeding was noticed in both sexes. Noteworthy, a reduction in freezing during recall and anxiolytic-like responses following DBS were observed in males of all phenotypes, but only in nWE females. While no effect of the estrous cycle was noticed on fear memory, DBS-treated females in metestrus/diestrus during extinction had a more prominent response in the elevated plus maze. A similar expression of ERα, ERβ and PRβ in the hypothalamus and hippocampus was found in DBS-treated females and controls.
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Affiliation(s)
| | | | | | - Delara Emtyazi
- . Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada
| | - Eliza McCann
- . Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada
| | | | - Mustansir Diwan
- . Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada
| | - Nir Lipsman
- . Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada; . Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada; . Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, M4N 3M5, Canada
| | - Clement Hamani
- . Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada; . Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada; . Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, M4N 3M5, Canada.
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Manocchio F, Enepekides J, Nestor S, Giacobbe P, Rabin JS, Burke MJ, Lanctôt KL, Goubran M, Meng Y, Lipsman N, Hamani C, Davidson B. Neuromodulation as a therapeutic approach for post-traumatic stress disorder: the evidence to date. Expert Rev Neurother 2025; 25:101-120. [PMID: 39704493 DOI: 10.1080/14737175.2024.2442658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Revised: 10/31/2024] [Accepted: 12/05/2024] [Indexed: 12/21/2024]
Abstract
INTRODUCTION Post-traumatic stress disorder (PTSD) can have debilitating effects on quality of life, and conventional treatments show mixed results. Neuromodulation is emerging as a promising approach for treating PTSD. This review examines current neuromodulatory treatments for PTSD, and highlights methodologies, clinical outcomes, and gaps in the literature to help guide future research. AREAS COVERED A PubMed search identified 252 studies on PTSD and neuromodulation, of which 61 were selected for full review. These included 37 studies on repetitive transcranial magnetic stimulation (rTMS), 10 on transcranial direct current stimulation (tDCS),4 on deep brain stimulation (DBS) and 2 on focused ultrasound (FUS). EXPERT OPINION The present review supports the potential of neuromodulation to reduce PTSD symptoms. rTMS and tDCS targeting the dlPFC appear effective through modulating neural circuits involved in fear processing and conditioning, however, literature varies regarding efficacy of stimulation frequencies and hemispheric targets. DBS targeting the amygdala or subcallosal cingulate white matter tracts improves treatment of refractory PTSD with sustained benefits, while FUS may improve symptoms through targeted modulation of brain structures such as the amygdala, though this technique is in the early stages of exploration. Future research should refine established neuromodulatory approaches and address gaps in emerging modalities to enhance treatment efficacy.
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Affiliation(s)
- Felicia Manocchio
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
| | - Jordan Enepekides
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
| | - Sean Nestor
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Peter Giacobbe
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Jennifer S Rabin
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Matthew J Burke
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Krista L Lanctôt
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Maged Goubran
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Physical Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Ying Meng
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Nir Lipsman
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Clement Hamani
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Benjamin Davidson
- Harquail Centre for Neuromodulation, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Sunnybrook Research Institute, Toronto, ON, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
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3
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Kondas A, McDermott TJ, Ahluwalia V, Haller OC, Karkare MC, Guelfo A, Daube A, Bradley B, Powers A, Stevens JS, Ressler KJ, Siegle GJ, Fani N. White matter correlates of dissociation in a diverse sample of trauma-exposed women. Psychiatry Res 2024; 342:116231. [PMID: 39427577 DOI: 10.1016/j.psychres.2024.116231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 10/10/2024] [Accepted: 10/12/2024] [Indexed: 10/22/2024]
Abstract
Dissociation is a common response to trauma linked to functional brain disruptions in brain networks subserving emotion regulation and multisensory integration; however, structural neural correlates of dissociation are less known, particularly abnormalities in stress-sensitive white matter (WM) tracts. The present study examined associations between dissociation and WM microstructure, assessed via fractional anisotropy (FA), in a large, diverse sample of women recruited as part of a long-standing trauma study, the Grady Trauma Project (GTP). As part of GTP, 135 trauma-exposed women (18-62 years old, M=34.25, SD=12.96, 84% self-identifying as Black) were recruited, received diffusion tensor imaging, and completed the Multiscale Dissociation Inventory (MDI); FA values were extracted from ten major WM tracts of interest. Partial correlations were conducted to examine associations between dissociation facets (MDI total and subscales) and FA while covarying age and temporal signal-to-noise ratio; false discovery rate corrected p < 0.05 indicated statistical significance. FA in seven tracts showed significant negative associations with overall dissociation (MDI total score; rs<-0.19, pFDR<0.05); the corona radiata, corpus callosum, superior longitudinal fasciculus, thalamic radiation, anterior cingulum, fornix, and uncinate fasciculus. Among facets of dissociation, FA was most consistently associated with dissociative memory disturbance, showing a significant and negative association with all but one of tract of interest, (rs<-0.23, pFDR<0.05). Our findings indicated that dissociation severity was linked to proportionally lesser WM microstructural integrity in tracts involved with sensory integration, emotion regulation, memory, and self-referential processing. Disruptions in these pathways may underlie dissociative phenomena, representing important psychotherapeutic and neuromodulatory targets.
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Affiliation(s)
- Alexa Kondas
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA
| | - Timothy J McDermott
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA
| | - Vishwadeep Ahluwalia
- Georgia Institute of Technology, Atlanta, GA, USA; GSU/GT Center for Advanced Brain Imaging, Atlanta, GA, USA
| | | | - Maya C Karkare
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA
| | - Alfonsina Guelfo
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA
| | - Alexandra Daube
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA
| | - Bekh Bradley
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA
| | - Abigail Powers
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA
| | - Jennifer S Stevens
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA
| | - Kerry J Ressler
- Division of Depression and Anxiety, McLean Hospital, USA; Department of Psychiatry, Harvard Medical School, USA
| | | | - Negar Fani
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, 101 Woodruff Circle, Ste 6007, Atlanta, GA 30322, USA.
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Sippel LM, Hamblen JL, Kelmendi B, Alpert JE, Carpenter LL, Grzenda A, Kraguljac N, McDonald WM, Rodriguez CI, Widge AS, Nemeroff CB, Schnurr PP, Holtzheimer PE. Novel Pharmacologic and Other Somatic Treatment Approaches for Posttraumatic Stress Disorder in Adults: State of the Evidence. Am J Psychiatry 2024; 181:1045-1058. [PMID: 39616450 DOI: 10.1176/appi.ajp.20230950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2024]
Abstract
Posttraumatic stress disorder (PTSD) is a highly prevalent psychiatric disorder that can become chronic and debilitating when left untreated. The most commonly recommended first-line treatments for PTSD among adults are individual trauma-focused psychotherapies. Other evidence-based treatments include specific antidepressant medications and non-trauma-focused psychotherapies. Despite the effectiveness of these available treatments, many patients' symptoms do not remit. This has led to the search for novel treatments for PTSD. In this review, the authors critically evaluate the data supporting several emerging pharmacological and other somatic interventions in the categories of medication-assisted psychotherapy, novel medication monotherapy strategies, and neuromodulation, selected because of the salience of their mechanisms of action to the pathophysiology of PTSD (e.g., MDMA-assisted psychotherapy, ketamine, cannabidiol, transcranial magnetic stimulation). The authors also evaluate the evidence for treatments that are the focus of increasing scientific or public interest (i.e., hyperbaric oxygen therapy, stellate ganglion block, neurofeedback). To date, the evidence supporting most novel pharmacological and somatic treatments for PTSD is preliminary and highly variable; however, the data for several specific treatments, such as transcranial magnetic stimulation, are encouraging.
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Affiliation(s)
- Lauren M Sippel
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Jessica L Hamblen
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Benjamin Kelmendi
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Jonathan E Alpert
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Linda L Carpenter
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Adrienne Grzenda
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Nina Kraguljac
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - William M McDonald
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Carolyn I Rodriguez
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Alik S Widge
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Charles B Nemeroff
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Paula P Schnurr
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
| | - Paul E Holtzheimer
- National Center for PTSD, U.S. Department of Veterans Affairs, Washington, DC (Sippel, Hamblen, Kelmendi, Schnurr, Holtzheimer); Geisel School of Medicine at Dartmouth, Department of Psychiatry, Hanover, NH (Sippel, Hamblen, Schnurr, Holtzheimer); Northeast Program Evaluation Center, U.S. Department of Veterans Affairs, (Sippel); Department of Psychiatry, Yale University School of Medicine, New Haven, CT (Kelmendi); Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY (Alpert); Department of Psychiatry and Human Behavior, Butler Hospital, Brown University, Providence, RI (Carpenter); Department of Psychiatry, David Geffen School of Medicine, University of California, Los Angeles (Grzenda); Department of Psychiatry and Behavioral Health, The Ohio State University, Columbus (Kraguljac); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA (McDonald); Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, and Veterans Affairs Palo Alto Health Care System, Palo Alto, CA (Rodriguez); Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis (Widge); Dell Medical School, University of Texas at Austin, Austin (Nemeroff)
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5
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Siddiqi SH, Philip NS, Palm ST, Carreon DM, Arulpragasam AR, Barredo J, Bouchard H, Ferguson MA, Grafman JH, Morey RA, Fox MD. A potential target for noninvasive neuromodulation of PTSD symptoms derived from focal brain lesions in veterans. Nat Neurosci 2024; 27:2231-2239. [PMID: 39317797 DOI: 10.1038/s41593-024-01772-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 08/26/2024] [Indexed: 09/26/2024]
Abstract
Neuromodulation trials for the treatment of posttraumatic stress disorder (PTSD) have yielded mixed results, and the optimal neuroanatomical target remains unclear. Here we analyzed three datasets to study brain circuitry causally linked to PTSD in military veterans. In veterans with penetrating traumatic brain injury, lesion locations that reduced probability of PTSD were preferentially connected to a circuit including the medial prefrontal cortex, amygdala and anterolateral temporal lobe. In veterans without lesions, PTSD was specifically associated with increased connectivity within this circuit. Reduced functional connectivity within this circuit after transcranial magnetic stimulation correlated with symptom reduction, even though the circuit was not directly targeted. This lesion-based 'PTSD circuit' may serve as a target for clinical trials of neuromodulation in veterans with PTSD.
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Affiliation(s)
- Shan H Siddiqi
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, MA, USA.
- Department of Psychiatry, Mass General Brigham, Harvard Medical School, Boston, MA, USA.
| | - Noah S Philip
- Center for Neurorestoration and Neurotechnology, Providence VA Healthcare System, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
| | - Stephan T Palm
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Amanda R Arulpragasam
- Center for Neurorestoration and Neurotechnology, Providence VA Healthcare System, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
| | - Jennifer Barredo
- Center for Neurorestoration and Neurotechnology, Providence VA Healthcare System, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA
| | - Heather Bouchard
- Department of Psychiatry, Duke University School of Medicine, Durham, NC, USA
- Department of Psychiatry, Durham VA Medical Center, Durham, NC, USA
| | - Michael A Ferguson
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Mass General Brigham, Harvard Medical School, Boston, MA, USA
| | - Jordan H Grafman
- Departments of Physical Medicine and Rehabilitation, Northwestern Feinberg School of Medicine, Chicago, IL, USA
- Department of Neurology, Northwestern Feinberg School of Medicine, Chicago, IL, USA
- Department of Psychiatry, Northwestern Feinberg School of Medicine, Chicago, IL, USA
- Shirley Ryan AbilityLab, Chicago, IL, USA
| | - Rajendra A Morey
- Department of Psychiatry, Duke University School of Medicine, Durham, NC, USA
- Department of Psychiatry, Durham VA Medical Center, Durham, NC, USA
| | - Michael D Fox
- Center for Brain Circuit Therapeutics, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology, Mass General Brigham, Harvard Medical School, Boston, MA, USA
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6
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Campos ACP, Hamani C. Insertional effect following deep brain stimulation electrode implants. Expert Rev Med Devices 2024; 21:793-795. [PMID: 39101794 DOI: 10.1080/17434440.2024.2388135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 07/31/2024] [Indexed: 08/06/2024]
Affiliation(s)
| | - Clement Hamani
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
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7
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Wang Q, Li S, Cai B, Zhong L, Liu F, Wang X, Chen T. Genetic evidence supports a causal relationship between air pollution and brain imaging-derived phenotypes. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 281:116664. [PMID: 38954909 DOI: 10.1016/j.ecoenv.2024.116664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 06/25/2024] [Accepted: 06/27/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND Observational studies have reported associations between air pollutants and brain imaging-derived phenotypes (IDPs); however, whether this relationship is causal remains uncertain. METHODS We conducted bidirectional two-sample Mendelian randomization (MR) analyses to explore the causal relationships between 5 types of air pollutants (N=423,796 to 456,380 individuals) and 587 reliable IDPs (N=33,224 individuals). Two-step MR was also conducted to assess whether the identified effects are mediated through the modulation of circulating cytokines (N=8293). RESULTS We found genetic evidence supporting the association of nitrogen oxides (NOx) with mean intra-cellular volume fraction (ICVF) in the left uncinate fasciculus (IVW β=-0.42, 95 % CI -0.62 to -0.23, P=1.51×10-5) and mean fractional anisotropy (FA) in the left uncinate fasciculus (IVW β=-0.42, 95 % CI -0.62 to -0.21, P=4.89×10-5). In further two-step MR analyses, we did not find evidence that genetic predictions of any circulating cytokines mediated the association between NOx and IDPs. CONCLUSION This study provides evidence for the association between air pollutants and brain IDPs, emphasizing the importance of controlling air pollution to improve brain health.
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Affiliation(s)
- Qitong Wang
- Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570311, China
| | - Shuzhu Li
- Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570311, China
| | - Benchi Cai
- Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570311, China
| | - Lifan Zhong
- Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570311, China
| | - Fang Liu
- Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570311, China
| | - Xinyu Wang
- Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570311, China
| | - Tao Chen
- Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan 570311, China; Hainan Provincial Bureau of Disease Prevention and Control, Haikou 570100, China.
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8
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Koek RJ, Avecillas-Chasin J, Krahl SE, Chen JW, Sultzer DL, Kulick AD, Mandelkern MA, Malpetti M, Gordon HL, Landry HN, Einstein EH, Langevin JP. Deep brain stimulation of the amygdala for treatment-resistant combat post-traumatic stress disorder: Long-term results. J Psychiatr Res 2024; 175:131-139. [PMID: 38733927 PMCID: PMC11419692 DOI: 10.1016/j.jpsychires.2024.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 04/23/2024] [Accepted: 05/02/2024] [Indexed: 05/13/2024]
Abstract
Deep brain stimulation (DBS) holds promise for neuropsychiatric conditions where imbalance in network activity contributes to symptoms. Treatment-resistant Combat post-traumatic stress disorder (TR-PTSD) is a highly morbid condition and 50% of PTSD sufferers fail to recover despite psychotherapy or pharmacotherapy. Reminder-triggered symptoms may arise from inadequate top-down ventromedial prefrontal cortex (vmPFC) control of amygdala reactivity. Here, we report long-term data on two TR-PTSD participants from an investigation utilizing high-frequency amygdala DBS. The two combat veterans were implanted bilaterally with quadripolar electrodes targeting the basolateral amygdala. Following a randomized staggered onset, patients received stimulation with adjustments based on PTSD symptom severity for four years while psychiatric and neuropsychiatric symptoms, neuropsychological performance, and electroencephalography were systematically monitored. Evaluation of vmPFC-Amygdala network engagement was assessed with 18FDG positron emission tomography (PET). CAPS-IV scores varied over time, but improved 55% from 119 at baseline to 53 at 4-year study endpoint in participant 1; and 44%, from 68 to 38 in participant 2. Thereafter, during 5 and 1.5 years of subsequent clinical care respectively, long-term bilateral amygdala DBS was associated with additional, clinically significant symptomatic and functional improvement. There were no serious stimulation-related adverse psychiatric, neuropsychiatric, neuropsychological, neurological, or neurosurgical effects. In one subject, symptomatic improvement was associated with an intensity-dependent reduction in amygdala theta frequency power. In our two participants, FDG-PET findings were inconclusive regarding the hypothesized mechanism of suppression of amygdala hyperactivity. Our findings encourage further research to confirm and extend our preliminary observations.
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Affiliation(s)
- Ralph J Koek
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles, 760 Westwood Blvd., Room 58-229, Los Angeles, CA, USA, 90095-1759; Psychiatry Service, Mental Health and Behavioral Sciences, Sepulveda Ambulatory Care Center, VAGLAHS, 16111 Plummer St. (116A-11), North Hills, CA, USA, 91343.
| | - Josue Avecillas-Chasin
- Department of Neurosurgery University of Nebraska Medical Center College of Medicine, 42nd and Emile, Omaha, Nebraska USA, 68198.
| | - Scott E Krahl
- Department of Neurosurgery, University of California at Los Angeles (UCLA), 300 Stein Plaza Driveway Suite 420, Los Angeles, CA, 90095, USA; Research Service, VAGLAHS (Clinical Neurophysiology), 16111 Plummer St., Building 1, North Hills, CA, USA, 91343.
| | - James Wy Chen
- Department of Neurology, UCLA, 710 Westwood Plaza, Los Angeles, CA, 90095, USA; Neurology Service (Epilepsy Center of Excellence), VAGLAHS, 11301 Wilshire Blvd, Los Angeles, CA, USA, 90073.
| | - David L Sultzer
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles, 760 Westwood Blvd., Room 58-229, Los Angeles, CA, USA, 90095-1759; Department of Psychiatry and Human Behavior, School of Medicine, University of California, Irvine Institute for Memory Impairments and Neurological Disorders, 3214 Biological Sciences III, Irvine, CA, USA, 92697-4545.
| | - Alexis D Kulick
- Psychology Service (Neuropsychology), Mental Health and Behavioral Sciences, VAGLAHS, 16111 Plummer St. (116A-11) North Hills, CA, USA, 91343.
| | - Mark A Mandelkern
- Imaging Department, VAGLAHS, 11301 Wilshire Blvd, Los Angeles, CA, USA, 90073.
| | - Maura Malpetti
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK.
| | - Hailey L Gordon
- STEM Pathways at Boston University, 610 Commonwealth Avenue, Room 402, Boston, MA, 02215, USA.
| | | | - Evan H Einstein
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at University of California, Los Angeles, 760 Westwood Blvd., Room 58-229, Los Angeles, CA, USA, 90095-1759
| | - Jean-Philippe Langevin
- Department of Neurosurgery, UCLA, 300 Stein Plaza Driveway Suite 420, Los Angeles, CA, 90095, USA; Southwest VA Epilepsy Center of Excellence, 11301 Wilshire Blvd, Bldg 500 (10H2), Los Angeles, CA, USA, 90073.
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9
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Hamani C, Davidson B, Lipsman N, Abrahao A, Nestor SM, Rabin JS, Giacobbe P, Pagano RL, Campos ACP. Insertional effect following electrode implantation: an underreported but important phenomenon. Brain Commun 2024; 6:fcae093. [PMID: 38707711 PMCID: PMC11069120 DOI: 10.1093/braincomms/fcae093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/08/2023] [Accepted: 03/26/2024] [Indexed: 05/07/2024] Open
Abstract
Deep brain stimulation has revolutionized the treatment of movement disorders and is gaining momentum in the treatment of several other neuropsychiatric disorders. In almost all applications of this therapy, the insertion of electrodes into the target has been shown to induce some degree of clinical improvement prior to stimulation onset. Disregarding this phenomenon, commonly referred to as 'insertional effect', can lead to biased results in clinical trials, as patients receiving sham stimulation may still experience some degree of symptom amelioration. Similar to the clinical scenario, an improvement in behavioural performance following electrode implantation has also been reported in preclinical models. From a neurohistopathologic perspective, the insertion of electrodes into the brain causes an initial trauma and inflammatory response, the activation of astrocytes, a focal release of gliotransmitters, the hyperexcitability of neurons in the vicinity of the implants, as well as neuroplastic and circuitry changes at a distance from the target. Taken together, it would appear that electrode insertion is not an inert process, but rather triggers a cascade of biological processes, and, as such, should be considered alongside the active delivery of stimulation as an active part of the deep brain stimulation therapy.
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Affiliation(s)
- Clement Hamani
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON M4N 3M5, Canada
| | - Benjamin Davidson
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON M4N 3M5, Canada
| | - Nir Lipsman
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON M4N 3M5, Canada
| | - Agessandro Abrahao
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON M4N 3M5, Canada
| | - Sean M Nestor
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON M4N 3M5, Canada
| | - Jennifer S Rabin
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON M4N 3M5, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto M5G 1V7, Canada
| | - Peter Giacobbe
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON M4N 3M5, Canada
| | - Rosana L Pagano
- Laboratory of Neuroscience, Hospital Sírio-Libanês, São Paulo, SP CEP 01308-060, Brazil
| | - Ana Carolina P Campos
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Laboratory of Neuroscience, Hospital Sírio-Libanês, São Paulo, SP CEP 01308-060, Brazil
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10
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Siddiqi S, Philip NS, Palm S, Arulpragasam A, Barredo J, Bouchard H, Ferguson M, Grafman J, Morey R, Fox M, Carreon D. A potential neuromodulation target for PTSD in Veterans derived from focal brain lesions. RESEARCH SQUARE 2024:rs.3.rs-3132332. [PMID: 38562753 PMCID: PMC10984085 DOI: 10.21203/rs.3.rs-3132332/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Neuromodulation trials for PTSD have yielded mixed results, and the optimal neuroanatomical target remains unclear. We analyzed three datasets to study brain circuitry causally linked to PTSD in military Veterans. After penetrating traumatic brain injury (n=193), lesions that reduced probability of PTSD were preferentially connected to a circuit including the medial prefrontal cortex (mPFC), amygdala, and anterolateral temporal lobe (cross-validation p=0.01). In Veterans without lesions (n=180), PTSD was specifically associated with connectivity within this circuit (p<0.01). Connectivity change within this circuit correlated with PTSD improvement after transcranial magnetic stimulation (TMS) (n=20) (p<0.01), even though the circuit was not directly targeted. Finally, we directly targeted this circuit with fMRI-guided accelerated TMS, leading to rapid resolution of symptoms in a patient with severe lifelong PTSD. All results were independent of depression severity. This lesion-based PTSD circuit may serve as a neuromodulation target for Veterans with PTSD.
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Affiliation(s)
- Shan Siddiqi
- Harvard Medical School, Brigham & Women's Hospital
| | - Noah S Philip
- Alpert Medical School of Brown University, Center for Neurorestoration and Neurotechnology, Providence VA Medical Center
| | | | | | | | | | | | | | | | - Michael Fox
- Brigham and Women's Hospital, Harvard Medical School
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11
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Gao Y, Gao D, Zhang H, Zheng D, Du J, Yuan C, Mingxi Ma, Yin Y, Wang J, Zhang X, Wang Y. BLA DBS improves anxiety and fear by correcting weakened synaptic transmission from BLA to adBNST and CeL in a mouse model of foot shock. Cell Rep 2024; 43:113766. [PMID: 38349792 DOI: 10.1016/j.celrep.2024.113766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 10/24/2023] [Accepted: 01/25/2024] [Indexed: 02/15/2024] Open
Abstract
Deep brain stimulation (DBS) in the basal lateral amygdala (BLA) has been established to correct symptoms of refractory post-traumatic stress disorder (PTSD). However, how BLA DBS operates in correcting PTSD symptoms and how the BLA elicits pathological fear and anxiety in PTSD remain unclear. Here, we discover that excitatory synaptic transmission from the BLA projection neurons (PNs) to the adBNST, and lateral central amygdala (CeL) is greatly suppressed in a mouse PTSD model induced by foot shock (FS). BLA DBS revises the weakened inputs from the BLA to these two areas to improve fear and anxiety. Optogenetic manipulation of the BLA-adBNST and BLA-CeL circuits shows that both circuits are responsible for anxiety but the BLA-CeL for fear in FS mice. Our results reveal that synaptic transmission dysregulation of the BLA-adBNST or BLA-CeL circuits is reversed by BLA DBS, which improves anxiety and fear in the FS mouse model.
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Affiliation(s)
- Yan Gao
- Center of Cognition and Brain Science, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Dawen Gao
- Center of Cognition and Brain Science, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Hui Zhang
- Center of Cognition and Brain Science, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Danhao Zheng
- Key Laboratory of Magnetic Resonance in Biological Systems, State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences-Wuhan National Laboratory for Optoelectronics, Wuhan Institute of Physics and Mathematics, Wuhan 430071, China
| | - Jun Du
- Center of Cognition and Brain Science, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Chao Yuan
- Center of Cognition and Brain Science, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Mingxi Ma
- Center of Cognition and Brain Science, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Yao Yin
- Center of Cognition and Brain Science, Beijing Institute of Basic Medical Sciences, Beijing, China
| | - Jie Wang
- Key Laboratory of Magnetic Resonance in Biological Systems, State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences-Wuhan National Laboratory for Optoelectronics, Wuhan Institute of Physics and Mathematics, Wuhan 430071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaohui Zhang
- State Key Laboratory of Cognitive Neuroscience & Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Yizheng Wang
- Center of Cognition and Brain Science, Beijing Institute of Basic Medical Sciences, Beijing, China; National Clinical Research Center for Aging and Medicine, Huashan Hospital, State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China.
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12
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Waters AB, Bottari SA, Jones LC, Lamb DG, Lewis GF, Williamson JB. Regional associations of white matter integrity and neurological, post-traumatic stress disorder and autonomic symptoms in Veterans with and without history of loss of consciousness in mild TBI. FRONTIERS IN NEUROIMAGING 2024; 2:1265001. [PMID: 38268858 PMCID: PMC10806103 DOI: 10.3389/fnimg.2023.1265001] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 12/06/2023] [Indexed: 01/26/2024]
Abstract
Background Posttraumatic stress disorder (PTSD) and mild traumatic brain injury (mTBI) share overlapping symptom presentations and are highly comorbid conditions among Veteran populations. Despite elevated presentations of PTSD after mTBI, mechanisms linking the two are unclear, although both have been associated with alterations in white matter and disruptions in autonomic regulation. The present study aimed to determine if there is regional variability in white matter correlates of symptom severity and autonomic functioning in a mixed sample of Veterans with and without PTSD and/or mTBI (N = 77). Methods Diffusion-weighted images were processed to extract fractional anisotropy (FA) values for major white matter structures. The PTSD Checklist-Military version (PCL-M) and Neurobehavioral Symptom Inventory (NSI) were used to determine symptom domains within PTSD and mTBI. Autonomic function was assessed using continuous blood pressure and respiratory sinus arrythmia during a static, standing angle positional test. Mixed-effect models were used to assess the regional specificity of associations between symptom severity and white matter, with FA, global symptom severity (score), and white matter tract (tract) as predictors. Additional interaction terms of symptom domain (i.e., NSI and PCL-M subscales) and loss of consciousness (LoC) were added to evaluate potential moderating effects. A parallel analysis was conducted to explore concordance with autonomic functioning. Results Results from the two-way Score × Tract interaction suggested that global symptom severity was associated with FA in the cingulum angular bundle (positive) and uncinate fasciculus (negative) only, without variability by symptom domain. We also found regional specificity in the relationship between FA and autonomic function, such that FA was positively associated with autonomic function in all tracts except the cingulum angular bundle. History of LoC moderated the association for both global symptom severity and autonomic function. Conclusions Our findings are consistent with previous literature suggesting that there is significant overlap in the symptom presentation in TBI and PTSD, and white matter variability associated with LoC in mTBI may be associated with increased PTSD-spectra symptoms. Further research on treatment response in patients with both mTBI history and PTSD incorporating imaging and autonomic assessment may be valuable in understanding the role of brain injury in treatment outcomes and inform treatment design.
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Affiliation(s)
- Abigail B. Waters
- Brain Rehabilitation Research Center, North Florida/South Georgia VAMC, Gainesville, FL, United States
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, United States
| | - Sarah A. Bottari
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, United States
- Department of Psychiatry, Center for OCD and Anxiety Related Disorders, University of Florida, Gainesville, FL, United States
| | - Laura C. Jones
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, United States
- Department of Psychiatry, Center for OCD and Anxiety Related Disorders, University of Florida, Gainesville, FL, United States
| | - Damon G. Lamb
- Brain Rehabilitation Research Center, North Florida/South Georgia VAMC, Gainesville, FL, United States
- Department of Psychiatry, Center for OCD and Anxiety Related Disorders, University of Florida, Gainesville, FL, United States
| | - Gregory F. Lewis
- Socioneural Physiology Lab, Kinsey Institute, Indiana University, Bloomington, IN, United States
| | - John B. Williamson
- Brain Rehabilitation Research Center, North Florida/South Georgia VAMC, Gainesville, FL, United States
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, United States
- Department of Psychiatry, Center for OCD and Anxiety Related Disorders, University of Florida, Gainesville, FL, United States
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13
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Nestor SM, Giacobbe P, Abrahao A, Davidson B, Rabin JS, Lipsman N, Hamani C. Advances in deep brain stimulation for the treatment of post-traumatic stress disorder. Expert Rev Med Devices 2023; 20:995-998. [PMID: 37930275 DOI: 10.1080/17434440.2023.2280023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 11/02/2023] [Indexed: 11/07/2023]
Affiliation(s)
- Sean M Nestor
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Peter Giacobbe
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Agessandro Abrahao
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Benjamin Davidson
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Jennifer S Rabin
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
| | - Nir Lipsman
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Clement Hamani
- Harquail Centre for Neuromodulation, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
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14
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Hu YY, Ding XS, Yang G, Liang XS, Feng L, Sun YY, Chen R, Ma QH. Analysis of the influences of social isolation on cognition and the therapeutic potential of deep brain stimulation in a mouse model. Front Psychiatry 2023; 14:1186073. [PMID: 37409161 PMCID: PMC10318365 DOI: 10.3389/fpsyt.2023.1186073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 05/31/2023] [Indexed: 07/07/2023] Open
Abstract
Background Social interaction is a fundamental human need. Social isolation (SI) can have negative effects on both emotional and cognitive function. However, it is currently unclear how age and the duration of SI affect emotion and recognition function. In addition, there is no specific treatment for the effects of SI. Methods The adolescence or adult mice were individually housed in cages for 1, 6 or 12 months and for 2 months to estabolish SI mouse model. We investigated the effects of SI on behavior in mice at different ages and under distinct durations of SI, and we explored the possible underlying mechanisms. Then we performed deep brain stimulation (DBS) to evaluate its influences on SI induced behavioral abnormalities. Results We found that social recognition was affected in the short term, while social preference was damaged by extremely long periods of SI. In addition to affecting social memory, SI also affects emotion, short-term spatial ability and learning willingness in mice. Myelin was decreased significantly in the medial prefrontal cortex (mPFC) and dorsal hippocampus of socially isolated mice. Cellular activity in response to social stimulation in both areas was impaired by social isolation. By stimulating the mPFC using DBS, we found that DBS alleviated cellular activation disorders in the mPFC after long-term SI and improved social preference in mice. Conclusion Our results suggest that the therapeutic potential of stimulating the mPFC with DBS in individuals with social preference deficits caused by long-term social isolation, as well as the effects of DBS on the cellular activity and density of OPCs.
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Affiliation(s)
- Yun-Yun Hu
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou, China
- Department of Respiratory Medicine, Sleep Center, The Second Affiliated Hospital of Soochow University, Soochow University, Suzhou, China
| | - Xuan-Si Ding
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou, China
| | - Gang Yang
- Lab Center, Medical College of Soochow University, Suzhou, China
| | - Xue-Song Liang
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou, China
- Second Clinical College, Dalian Medical University, Dalian, China
| | - Lei Feng
- Monash Suzhou Research Institute, Suzhou, China
| | - Yan-Yun Sun
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou, China
| | - Rui Chen
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, China
- Department of Respiratory Medicine, Sleep Center, The Second Affiliated Hospital of Soochow University, Soochow University, Suzhou, China
| | - Quan-Hong Ma
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou, China
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15
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Gill JL, Schneiders JA, Stangl M, Aghajan ZM, Vallejo M, Hiller S, Topalovic U, Inman CS, Villaroman D, Bari A, Adhikari A, Rao VR, Fanselow MS, Craske MG, Krahl SE, Chen JWY, Vick M, Hasulak NR, Kao JC, Koek RJ, Suthana N, Langevin JP. A pilot study of closed-loop neuromodulation for treatment-resistant post-traumatic stress disorder. Nat Commun 2023; 14:2997. [PMID: 37225710 PMCID: PMC10209131 DOI: 10.1038/s41467-023-38712-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 05/12/2023] [Indexed: 05/26/2023] Open
Abstract
The neurophysiological mechanisms in the human amygdala that underlie post-traumatic stress disorder (PTSD) remain poorly understood. In a first-of-its-kind pilot study, we recorded intracranial electroencephalographic data longitudinally (over one year) in two male individuals with amygdala electrodes implanted for the management of treatment-resistant PTSD (TR-PTSD) under clinical trial NCT04152993. To determine electrophysiological signatures related to emotionally aversive and clinically relevant states (trial primary endpoint), we characterized neural activity during unpleasant portions of three separate paradigms (negative emotional image viewing, listening to recordings of participant-specific trauma-related memories, and at-home-periods of symptom exacerbation). We found selective increases in amygdala theta (5-9 Hz) bandpower across all three negative experiences. Subsequent use of elevations in low-frequency amygdala bandpower as a trigger for closed-loop neuromodulation led to significant reductions in TR-PTSD symptoms (trial secondary endpoint) following one year of treatment as well as reductions in aversive-related amygdala theta activity. Altogether, our findings provide early evidence that elevated amygdala theta activity across a range of negative-related behavioral states may be a promising target for future closed-loop neuromodulation therapies in PTSD.
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Affiliation(s)
- Jay L Gill
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Medical Scientist Training Program, University of California, Los Angeles, CA, USA
| | - Julia A Schneiders
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Research and Development Service; Department of Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Matthias Stangl
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Zahra M Aghajan
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Department of Neurosurgery, University of California, Los Angeles, CA, USA
| | - Mauricio Vallejo
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Sonja Hiller
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Uros Topalovic
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Department of Electrical and Computer Engineering, University of California, Los Angeles, CA, USA
| | - Cory S Inman
- Department of Psychology, University of Utah, Salt Lake City, UT, USA
| | - Diane Villaroman
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Ausaf Bari
- Department of Neurosurgery, University of California, Los Angeles, CA, USA
| | - Avishek Adhikari
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Vikram R Rao
- Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Michael S Fanselow
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Michelle G Craske
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Scott E Krahl
- Research and Development Service; Department of Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA
- Department of Neurosurgery, University of California, Los Angeles, CA, USA
| | - James W Y Chen
- Neurology Service; Department of Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA
- Department of Neurology, University of California, Los Angeles, CA, USA
| | | | - Nicholas R Hasulak
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Phoenix Research Consulting LLC, Gilbert, AZ, USA
| | - Jonathan C Kao
- Department of Electrical and Computer Engineering, University of California, Los Angeles, CA, USA
| | - Ralph J Koek
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Psychiatry and Mental Health Service; Department of Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Nanthia Suthana
- Department of Psychiatry and Biobehavioral Sciences, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA.
- Department of Neurosurgery, University of California, Los Angeles, CA, USA.
- Department of Psychology, University of California, Los Angeles, CA, USA.
- Department of Bioengineering, University of California, Los Angeles, CA, USA.
| | - Jean-Philippe Langevin
- Department of Neurosurgery, University of California, Los Angeles, CA, USA.
- Neurosurgery Service; Department of Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA.
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