PTSD Psychotherapy Outcome Predicted by Brain Activation During Emotional Reactivity and Regulation
Open accessAbstract
OBJECTIVE: Exposure therapy is an effective treatment for posttraumatic stress disorder (PTSD), but many patients do not respond. Brain functions governing treatment outcome are not well characterized. The authors examined brain systems relevant to emotional reactivity and regulation, constructs that are thought to be central to PTSD and exposure therapy effects, to identify the functional traits of individuals most likely to benefit from treatment. METHOD: Individuals with PTSD underwent functional MRI (fMRI) while completing three tasks assessing emotional reactivity and regulation. Participants were then randomly assigned to immediate prolonged exposure treatment (N=36) or a waiting list condition (N=30). A random subset of the prolonged exposure group (N=17) underwent single-pulse transcranial magnetic stimulation (TMS) concurrent with fMRI to examine whether predictive activation patterns reflect causal influence within circuits. Linear mixed-effects modeling in line with the intent-to-treat principle was used to examine how baseline brain function moderated the effect of treatment on PTSD symptoms. RESULTS: At baseline, individuals with larger treatment-related symptom reductions (compared with the waiting list condition) demonstrated 1) greater dorsal prefrontal activation and 2) less left amygdala activation, both during emotion reactivity; 3) better inhibition of the left amygdala induced by single TMS pulses to the right dorsolateral prefrontal cortex; and 4) greater ventromedial prefrontal/ventral striatal activation during emotional conflict regulation. Reappraisal-related activation was not a significant moderator of the treatment effect. CONCLUSIONS: Capacity to benefit from prolonged exposure in PTSD is gated by the degree to which prefrontal resources are spontaneously engaged when superficially processing threat and adaptively mitigating emotional interference, but not when deliberately reducing negative emotionality.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Fonzo et al. reported that at baseline, individuals with the greatest symptom improvement with prolonged exposure psychotherapy showed greater dorsal PFC and vmPFC activation during emotional conflict regulation.
“Fonzo et al. [167] reported on fMRI task-based assessment while completing three tasks assessing emotional reactivity and regulation prior to prolonged exposure psychotherapy for PTSD. At baseline, individuals with the greatest symptom improvement with therapy showed, among other findings, greater dorsal PFC and vmPFC activation during emotional conflict regulation.”
From Prefrontal cortex, amygdala, and threat processing: implications for PTSD (2022) · cites this paper as [167]
The Abstract Results distinguish greater dorsal prefrontal activation during emotional reactivity from greater ventromedial prefrontal activation during emotional conflict regulation. The Results further describe the dorsal prefrontal finding in the emotional conflict task as a contrast that isolates valence in the absence of conflict. Thus, the claim incorrectly places both activation findings during conflict regulation. (LLM, conf=0.91)
Experimental — accuracy not yet measuredParticipants who are most likely to benefit from exposure therapy demonstrate spontaneous activity of PFC when superficially processing threat and adapting to emotional interference.
“They interpreted these findings to suggest that participants who are most likely to benefit from exposure therapy demonstrate spontaneous activity of PFC when superficially processing threat and adapting to emotional interference.”
From Prefrontal cortex, amygdala, and threat processing: implications for PTSD (2022) · cites this paper as [167]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Dissociable intrinsic connectivity networks for salience processing and executive control
Seeley, W. W., Menon, V., Schatzberg, A. F., Keller, J., Glover, G. H., Kenna, H., Reiss, A. L., & Greicius, M. D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.5587-06.2007 · Cited by 7,426 · see citing works
How do you feel — now? The anterior insula and human awareness
(Bud) Craig, A. D. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2555 · Cited by 6,657 · cited 1× · see citing works
“Although this region is involved in processing fear and is known to be hyperactive across anxiety manifestations (32, 33), it is involved in numerous processes, including attention, working memory, language, and perceptual processing (34, 35).”
BackgroundSaliency, switching, attention and control: a network model of insula function
Menon, V., & Uddin, L. Q. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0262-0 · Cited by 5,592 · see citing works
Emotional processing of fear: Exposure to corrective information.
Foa, E. B., & Kozak, M. J. (1986) · Psychological Bulletin · doi:10.1037/0033-2909.99.1.20 · Cited by 5,396 · see citing works
The development of a Clinician-Administered PTSD Scale
Blake, D. D., Weathers, F. W., Nagy, L. M., Kaloupek, D. G., Gusman, F. D., Charney, D. S., & Keane, T. M. (1995) · Journal of Traumatic Stress · doi:10.1002/jts.2490080106 · Cited by 5,024 · see citing works
Etkin, A., & Wager, T. D. (2007) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.07030504 · Cited by 3,391 · cited 1× · see citing works
“Although this region is involved in processing fear and is known to be hyperactive across anxiety manifestations (32, 33), it is involved in numerous processes, including attention, working memory, language, and perceptual processing (34, 35).”
BackgroundSelf-citationEmotional processing in anterior cingulate and medial prefrontal cortex
Etkin, A., Egner, T., & Kalisch, R. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.11.004 · Cited by 3,059 · cited 2× · see citing works
“This is also consistent with translational neuroscience findings that implicate the infralimbic cortex in rats (the ventromedial prefrontal cortex in humans) in facilitating fear extinction (43), as conflict regulation and fear extinction share some conceptual and empirical overlap (31).”
BackgroundResultSelf-citationMediators and Moderators of Treatment Effects in Randomized Clinical Trials
Kraemer, H. C., Wilson, G. T., Fairburn, C. G., & Agras, W. S. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.10.877 · Cited by 2,562 · cited 1× · see citing works
“To identify brain activation moderating the relationship between treatment arm and symptom change, we employed the MacArthur approach (25) embedded in our longitudinal linear mixed effects models on a voxel-wise level, treating baseline brain activation as a potential moderator of differential changes by treatment arm…”
MethodA Multidimensional Meta-Analysis of Psychotherapy for PTSD
Bradley, R., Greene, J., Russ, E., Dutra, L., & Westen, D. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.2.214 · Cited by 1,938 · see citing works
Optimizing inhibitory learning during exposure therapy
Craske, M. G., Kircanski, K., Zelikowsky, M., Mystkowski, J., Chowdhury, N., & Baker, A. (2008) · Behaviour Research and Therapy · doi:10.1016/j.brat.2007.10.003 · Cited by 1,607 · see citing works
Etkin, A., Egner, T., Peraza, D. M., Kandel, E. R., & Hirsch, J. (2006) · Neuron · doi:10.1016/j.neuron.2006.07.029 · Cited by 1,360 · see citing works
Self-citationKurth, F., Zilles, K., Fox, P. T., Laird, A. R., & Eickhoff, S. B. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0255-z · Cited by 1,293 · see citing works
Milad, M. R., Wright, C. I., Orr, S. P., Pitman, R. K., Quirk, G. J., & Rauch, S. L. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.10.011 · Cited by 1,197 · see citing works
Explicit and implicit emotion regulation: a dual-process framework.
Gyurak, A., Gross, J. J., & Etkin, A. (2011) · Cognition and Emotion · doi:10.1080/02699931.2010.544160 · Cited by 1,015 · see citing works
Self-citationSeal, K. H., Metzler, T. J., Gima, K. S., Bertenthal, D., Maguen, S., & Marmar, C. R. (2009) · American Journal of Public Health · doi:10.2105/ajph.2008.150284 · Cited by 830 · see citing works
Etkin, A., Klemenhagen, K. C., Dudman, J. T., Rogan, M. T., Hen, R., Kandel, E. R., & Joy Hirsch, C. (2004) · Neuron · doi:10.1016/j.neuron.2004.12.006 · Cited by 679 · see citing works
Self-citationStatistical Considerations in the Intent-to-Treat Principle
Lachin, J. M. (2000) · Controlled Clinical Trials · doi:10.1016/s0197-2456(00)00046-5 · Cited by 652 · see citing works
Fear extinction in rats: Implications for human brain imaging and anxiety disorders
Milad, M. R., Rauch, S. L., Pitman, R. K., & Quirk, G. J. (2006) · Biological Psychology · doi:10.1016/j.biopsycho.2006.01.008 · Cited by 597 · cited 1× · see citing works
“This is also consistent with translational neuroscience findings that implicate the infralimbic cortex in rats (the ventromedial prefrontal cortex in humans) in facilitating fear extinction (43), as conflict regulation and fear extinction share some conceptual and empirical overlap (31).”
ResultCausal interactions between fronto-parietal central executive and default-mode networks in humans
Chen, A. C., Oathes, D. J., Chang, C. E., Bradley, T., Zhou, Z.-W., Williams, L. M., Glover, G. H., Deisseroth, K. A., & Etkin, A. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1311772110 · Cited by 561 · see citing works
Self-citationInfluence of emotional engagement and habituation on exposure therapy for PTSD
Jaycox, L. H., Foa, E. B., & Morral, A. R. (1998) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.66.1.185 · Cited by 507 · see citing works
Influence of emotional engagement and habituation on exposure therapy for PTSD.
Jaycox, L. H., Foa, E. B., & Morral, A. R. (1998) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.66.1.185 · Cited by 507 · see citing works
Dissociable Neural Systems Resolve Conflict from Emotional versus Nonemotional Distracters
Egner, T., Etkin, A., Gale, S. A., & Hirsch, J. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhm179 · Cited by 499 · see citing works
Self-citationRole of the anterior insula in task-level control and focal attention
Nelson, S. M., Dosenbach, N. U. F., Cohen, A. L., Wheeler, M. E., Schlaggar, B. L., & Petersen, S. E. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0260-2 · Cited by 435 · see citing works
Prolonged Exposure Therapy for PTSD
Foa, E. B., Hembree, E. A., ROTHBAUM, B. O., & Rauch, S. A. M. (2019) · doi:10.1093/med-psych/9780190926939.001.0001 · Cited by 419 · see citing works
Self-citationEtkin, A., & Schatzberg, A. F. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.10091290 · Cited by 311 · see citing works
Self-citationBryant, R. A., Felmingham, K., Kemp, A., Das, P., Hughes, G., Peduto, A., & Williams, L. (2008) · Psychological Medicine · doi:10.1017/s0033291707002231 · Cited by 307 · see citing works
Simmons, A., Strigo, I., Matthews, S. C., Paulus, M. P., & Stein, M. B. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.04.038 · Cited by 287 · see citing works
Boggio, P. S., Rocha, M., de Oliveira, M. O., Fecteau, S., Cohen, R. B., Campanhã, C., Ferreira-Santos, E., Meleiro, A. M. A. D. S., Corchs, F., Zaghi, S., et al. (2009) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.08m04638blu · Cited by 248 · see citing works
The switching model of latent inhibition: an update of neural substrates
Weiner, I., & Feldon, J. (1997) · Behavioural Brain Research · doi:10.1016/s0166-4328(97)02314-0 · Cited by 240 · see citing works
Cohen, B. E., Gima, K. S., Bertenthal, D., Kim, S., Marmar, C. R., & Seal, K. H. (2009) · Journal of General Internal Medicine · doi:10.1007/s11606-009-1117-3 · Cited by 233 · see citing works
Kondo, H., Osaka, N., & Osaka, M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.06.014 · Cited by 227 · see citing works
Foa, E., Gillihan, S. J., & Bryant, R. (2013) · Psychological Science in the Public Interest · doi:10.1177/1529100612468841 · Cited by 211 · see citing works
Neural correlates of psychotherapy in anxiety and depression: a meta-analysis
Messina, I., Sambin, M., Palmieri, A., & Viviani, R. (2013) · PLoS ONE · doi:10.1371/journal.pone.0074657 · Cited by 176 · see citing works
Comte, M., Schön, D., Coull, J. T., Reynaud, E., Khalfa, S., Belzeaux, R., Ibrahim, E. C., Guedj, E., Blin, O., Weinberger, D. R., et al. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhu185 · Cited by 142 · see citing works
Lindauer, R. J. L., Booij, J., Habraken, J. B. A., van Meijel, E. P. M., Uylings, H. B. M., Olff, M., Carlier, I. V. E., den Heeten, G. J., van Eck-Smit, B. L. F., & Gersons, B. P. R. (2008) · Psychological Medicine · doi:10.1017/s0033291707001432 · Cited by 131 · see citing works
van Rooij, S. J. H., Kennis, M., Vink, M., & Geuze, E. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2015.257 · Cited by 122 · see citing works
Selective Effects of Psychotherapy on Frontopolar Cortical Function in PTSD
Fonzo, G. A., Goodkind, M. S., Oathes, D. J., Zaiko, Y. V., Harvey, M., Peng, K. K., Weiss, M. E., Thompson, A. L., Zack, S. E., Mills-Finnerty, C. E., et al. (2017) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2017.16091073 · Cited by 120 · see citing works
Self-citationFalconer, E., Allen, A., Felmingham, K. L., Williams, L. M., & Bryant, R. A. (2013) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.12m08020 · Cited by 100 · see citing works
Berlim, M. T., & Van den Eynde, F. (2014) · The Canadian Journal of Psychiatry · doi:10.1177/070674371405900905 · Cited by 96 · see citing works
Aupperle, R. L., Allard, C. B., Simmons, A. N., Flagan, T., Thorp, S. R., Norman, S. B., Paulus, M. P., & Stein, M. B. (2013) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2013.05.001 · Cited by 93 · cited 2× · see citing works
“Third, we predicted activation of the rostral/dorsal anterior cingulate when processing an emotional cue to moderate the relationship between treatment arm and symptom change, consistent with prior work, though we did not have an a priori directional hypothesis given inconsistent prior findings (6, 12).”
BackgroundResultLane, R. D., Weidenbacher, H. J., Smith, R. S., Fort, C. L., Thayer, J. F., & Allen, J. J. B. (2013) · Journal of Affective Disorders · doi:10.1016/j.jad.2013.02.005 · Cited by 77 · see citing works
Sleep quality and neural circuit function supporting emotion regulation
Minkel, J. D., McNealy, K., Gianaros, P. J., Drabant, E. M., Gross, J. J., Manuck, S. B., & Hariri, A. R. (2012) · Biology of Mood & Anxiety Disorders · doi:10.1186/2045-5380-2-22 · Cited by 67 · see citing works
Self-citationCloitre, M., Petkova, E., Su, Z., & Weiss, B. J. (2016) · BJPsych Open · doi:10.1192/bjpo.bp.115.000745 · Cited by 49 · see citing works
Maier, M. E., & di Pellegrino, G. (2012) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00266 · Cited by 46 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Treating PTSD: A Review of Evidence-Based Psychotherapy Interventions
Watkins, L. E., Sprang, K. R., & Rothbaum, B. O. (2018) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2018.00258 · Cited by 563 · see citing works
Self-citationLewis, C., Roberts, N. P., Andrew, M., Starling, E., & Bisson, J. I. (2020) · European Journal of Psychotraumatology · doi:10.1080/20008198.2020.1729633 · Cited by 460 · see citing works
“Fonzo 2017 [73] 66 USA PE (CBT-T) WL General Population Various 65 Unknown Unknow”
BackgroundBrain circuit dysfunction in post-traumatic stress disorder: from mouse to man
Fenster, R. J., Lebois, L. A. M., Ressler, K. J., & Suh, J. (2018) · Nature Reviews Neuroscience · doi:10.1038/s41583-018-0039-7 · Cited by 456 · see citing works
Lewis, C., Roberts, N. P., Gibson, S., & Bisson, J. I. (2020) · European Journal of Psychotraumatology · doi:10.1080/20008198.2019.1709709 · Cited by 382 · see citing works
Prefrontal cortex, amygdala, and threat processing: implications for PTSD
Alexandra Kredlow, M., Fenster, R. J., Laurent, E. S., Ressler, K. J., & Phelps, E. A. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-021-01155-7 · Cited by 346 · see citing works
“[167] reported on fMRI task-based assessment while completing three tasks assessing emotional reactivity and regulation prior to prolonged exposure psychotherapy for PTSD.”
BackgroundResilience after trauma: The role of memory suppression
Mary, A., Dayan, J., Leone, G., Postel, C., Fraisse, F., Malle, C., Vallée, T., Klein-Peschanski, C., Viader, F., Sayette, V. D. L., et al. (2020) · Science · doi:10.1126/science.aay8477 · Cited by 253 · see citing works
Zhang, Y., Wu, W., Toll, R. T., Naparstek, S., Maron-Katz, A., Watts, M., Gordon, J., Jeong, J., Astolfi, L., Shpigel, E., et al. (2020) · Nature Biomedical Engineering · doi:10.1038/s41551-020-00614-8 · Cited by 241 · see citing works
Self-citationShalev, A. Y., Gevonden, M., Ratanatharathorn, A., Laska, E., van der Mei, W. F., Qi, W., Lowe, S., Lai, B. S., Bryant, R. A., Delahanty, D., et al. (2019) · World Psychiatry · doi:10.1002/wps.20608 · Cited by 201 · see citing works
Yesavage, J. A., Fairchild, J. K., Mi, Z., Biswas, K., Davis‐Karim, A., Phibbs, C. S., Forman, S. D., Thase, M. E., Williams, L. M., Etkin, A., et al. (2018) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.1483 · Cited by 167 · see citing works
Self-citationTaschereau‐Dumouchel, V., Kawato, M., & Lau, H. C. (2019) · Molecular Psychiatry · doi:10.1038/s41380-019-0520-3 · Cited by 131 · see citing works
Concurrent TMS-fMRI for causal network perturbation and proof of target engagement
Bergmann, T. O., Varatheeswaran, R., Hanlon, C. A., Madsen, K. H., Thielscher, A., & Siebner, H. R. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.118093 · Cited by 129 · see citing works
Selective Effects of Psychotherapy on Frontopolar Cortical Function in PTSD
Fonzo, G. A., Goodkind, M. S., Oathes, D. J., Zaiko, Y. V., Harvey, M., Peng, K. K., Weiss, M. E., Thompson, A. L., Zack, S. E., Mills-Finnerty, C. E., et al. (2017) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2017.16091073 · Cited by 120 · see citing works
Self-citationA Latent Variable Approach to Differentiating Neural Mechanisms of Irritability and Anxiety in Youth
Kircanski, K., White, L. K., Tseng, W., Wiggins, J. L., Frank, H. R., Sequeira, S. L., Zhang, S., Abend, R., Towbin, K. E., Stringaris, A. K., et al. (2018) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.0468 · Cited by 111 · see citing works
Cortical Connections Position Primate Area 25 as a Keystone for Interoception, Emotion, and Memory
Joyce, M. K. P., & Barbas, H. (2018) · Journal of Neuroscience · doi:10.1523/jneurosci.2363-17.2017 · Cited by 112 · see citing works
Cortico-Limbic Interactions Mediate Adaptive and Maladaptive Responses Relevant to Psychopathology
Kovner, R., Oler, J. A., & Kalin, N. H. (2019) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2019.19101064 · Cited by 103 · see citing works
Using fMRI connectivity to define a treatment-resistant form of post-traumatic stress disorder
Etkin, A., Maron-Katz, A., Wu, W., Fonzo, G. A., Huemer, J., Vértes, P. E., Patenaude, B., Richiardi, J., Goodkind, M. S., Keller, C. J., et al. (2019) · Science Translational Medicine · doi:10.1126/scitranslmed.aal3236 · Cited by 103 · see citing works
Self-citationThe role of dlPFC laterality in the expression and regulation of anxiety
White, L. K., Makhoul, W., Teferi, M., Sheline, Y. I., & Balderston, N. L. (2022) · Neuropharmacology · doi:10.1016/j.neuropharm.2022.109355 · Cited by 96 · see citing works
Neuroimaging Correlates of Resilience to Traumatic Events—A Comprehensive Review
Bolsinger, J., Seifritz, E., Kleim, B., & Manoliu, A. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2018.00693 · Cited by 94 · see citing works
Augmentation of Extinction and Inhibitory Learning in Anxiety and Trauma-Related Disorders
Lebois, L. A. M., Seligowski, A. V., Wolff, J. D., Hill, S. B., & Ressler, K. J. (2019) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-050718-095634 · Cited by 93 · see citing works
Sydnor, V., Cieslak, M., Duprat, R., Deluisi, J. A., Flounders, M. W., Long, H., Scully, M., Balderston, N., Sheline, Y., Bassett, D., et al. (2021) · bioRxiv · doi:10.1126/sciadv.abn5803 · Cited by 107 · see citing works
Self-citationZhu, X., Suarez‐Jimenez, B., Lazarov, A., Helpman, L., Papini, S., Lowell, A. M., Durosky, A., Lindquist, M. A., Markowitz, J. C., Schneier, F. R., et al. (2018) · Depression and Anxiety · doi:10.1002/da.22816 · Cited by 88 · see citing works
Fear as a translational mechanism in the psychopathology of anorexia nervosa
Murray, S. B., Strober, M., Craske, M. G., Griffiths, S., Levinson, C. A., & Strigo, I. A. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.10.013 · Cited by 75 · see citing works
Chen, T., Becker, B., Camilleri, J. A., Wang, L., Yu, S., Eickhoff, S. B., & Feng, C. (2018) · Brain Structure and Function · doi:10.1007/s00429-018-1727-9 · Cited by 80 · see citing works
Oathes, D. J., Zimmerman, J. P., Duprat, R., Japp, S. S., Scully, M., Rosenberg, B. M., Flounders, M. W., Long, H., Deluisi, J. A., Elliott, M. A., et al. (2021) · Experimental Brain Research · doi:10.1007/s00221-021-06036-5 · Cited by 79 · see citing works
Self-citationMisaki, M., Phillips, R., Zotev, V. S., Wong, C. K., Wurfel, B. E., Krüeger, F., Feldner, M. T., & Bodurka, J. (2018) · NeuroImage Clinical · doi:10.1016/j.nicl.2018.08.025 · Cited by 71 · see citing works
Harnett, N. G., van Rooij, S. J. H., Ely, T. D., Lebois, L. A. M., Murty, V. P., Jovanović, T., Hill, S. B., Dumornay, N. M., Merker, J. B., Bruce, S. E., et al. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-020-00946-8 · Cited by 67 · see citing works
Concurrent TMS-fMRI: Technical Challenges, Developments, and Overview of Previous Studies
Mizutani-Tiebel, Y., Tik, M., Chang, K.-Y., Padberg, F., Soldini, A., Wilkinson, Z., Voon, C. C., Bulubas, L., Windischberger, C., & Keeser, D. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.825205 · Cited by 63 · see citing works
Picó‐Pérez, M., Fullana, M. A., Albajes‐Eizagirre, A., Vega, D., Marco‐Pallarés, J., Vilar, A., Chamorro, J., Felmingham, K. L., Harrison, B. J., Raduà, J., et al. (2022) · Psychological Medicine · doi:10.1017/s0033291721005444 · Cited by 61 · see citing works
Balderston, N. L., Beydler, E. M., Roberts, C., Deng, Z., Radman, T., Lago, T. R., Luber, B. M., Lisanby, S. H., Monique Ernst, D., & Grillon, C. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-019-0583-5 · Cited by 58 · see citing works
Barawi, K., Lewis, C., Simon, N. A., & Bisson, J. I. (2020) · European Journal of Psychotraumatology · doi:10.1080/20008198.2020.1774240 · Cited by 59 · see citing works
Using diffusion tensor imaging to effectively target TMS to deep brain structures
Luber, B. M., Davis, S. W., Deng, Z., Murphy, D. L. K., Martella, A., Peterchev, A. V., & Lisanby, S. H. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.118863 · Cited by 57 · see citing works
Szeszko, P. R., & Yehuda, R. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.02.005 · Cited by 58 · see citing works
Brain regulation of emotional conflict predicts antidepressant treatment response for depression
Fonzo, G. A., Etkin, A., Zhang, Y., Wu, W., Cooper, C. M., Fatt, C. C., Jha, M. K., Trombello, J. M., Deckersbach, T., Adams, P., et al. (2019) · Nature Human Behaviour · doi:10.1038/s41562-019-0732-1 · Cited by 56 · see citing works
Self-citationFonzo, G. A. (2018) · Neurobiology of Stress · doi:10.1016/j.ynstr.2018.10.002 · Cited by 56 · see citing works
Self-citationDynamic Neural Interactions Supporting the Cognitive Reappraisal of Emotion
Steward, T., Davey, C. G., Jamieson, A. J., Stephanou, K., Soriano-Mas, C., Felmingham, K. L., & Harrison, B. J. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhaa268 · Cited by 52 · see citing works
Zweerings, J., Sarkheil, P., Keller, M., Dyck, M., Klasen, M., Becker, B., Gaebler, A. J., Ibrahim, C. N., Turetsky, B. I., Zvyagintsev, M., et al. (2020) · NeuroImage: Clinical · doi:10.1016/j.nicl.2020.102483 · Cited by 45 · see citing works
“This is in line with previous observations of a link between an adequate control of emotional responses with reduced limbic reactivity to negative stimuli and better health outcomes (Fitzgerald et al., 2017, 2018; Fonzo et al., 2017).”
ResultRubin‐Falcone, H., Weber, J., Kishon, R., Ochsner, K. N., Delaparte, L., Doré, B., Raman, S., Denny, B. T., Oquendo, M. A., Mann, J. J., et al. (2019) · Psychological Medicine · doi:10.1017/s0033291718004154 · Cited by 51 · see citing works
Kim, Y. J., van Rooij, S. J. H., Ely, T. D., Fani, N., Ressler, K. J., Jovanović, T., & Stevens, J. S. (2019) · Depression and Anxiety · doi:10.1002/da.22928 · Cited by 49 · see citing works
Fonzo, G. A., Goodkind, M. S., Oathes, D. J., Zaiko, Y. V., Harvey, M. M., Peng, K. K., Weiss, M. E., Thompson, A. L., Zack, S., Lindley, S. E., et al. (2020) · Biological Psychiatry · doi:10.1016/j.biopsych.2020.11.021 · Cited by 49 · see citing works
Self-citationManthey, A., Sierk, A., Brakemeier, E., Walter, H., & Daniels, J. K. (2021) · European Journal of Psychotraumatology · doi:10.1080/20008198.2021.1929025 · Cited by 49 · see citing works
Top-down control of flight by a non-canonical cortico-amygdala pathway
Borkar, C. D., Stelly, C. E., Fu, X., Dorofeikova, M., Le, Q.-S. E., Vutukuri, R., Vo, C., Walker, A. B., Basavanhalli, S., Duong, A., et al. (2024) · Nature · doi:10.1038/s41586-023-06912-w · Cited by 45 · see citing works
Oathes, D. J., Balderston, N. L., Kording, K. P., Deluisi, J. A., Perez, G. M., Medaglia, J. D., Yong Fan, A., Duprat, R., Satterthwaite, T. D., Sheline, Y. I., et al. (2021) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1553 · Cited by 43 · see citing works
Self-citationLeong, K., Chan, P., Ong, L., Zwicker, A., Willan, S., Lam, R. W. M., & McGirr, A. (2020) · The Canadian Journal of Psychiatry · doi:10.1177/0706743720923064 · Cited by 43 · see citing works
Zhu, X., Suarez‐Jimenez, B., Zilcha‐Mano, S., Lazarov, A., Arnon, S., Lowell, A. L., Bergman, M., Ryba, M., Hamilton, A. J., Hamilton, J. F., et al. (2021) · Human Brain Mapping · doi:10.1002/hbm.25360 · Cited by 46 · see citing works
Sheynin, J., Duval, E. R., King, A. P. J., Angstadt, M., Phan, K. L., Simon, N. M., Rauch, S. A. M., & Liberzon, I. (2020) · Depression and Anxiety · doi:10.1002/da.23075 · Cited by 41 · see citing works
Rafiei, F., & Rahnev, D. (2022) · eNeuro · doi:10.1523/eneuro.0163-22.2022 · Cited by 39 · see citing works
Zhutovsky, P., Thomas, R. M., Olff, M., van Rooij, S. J. H., Kennis, M., van Wingen, G. A., & Geuze, E. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0663-7 · Cited by 35 · see citing works
Virtual Trauma Interventions for the Treatment of Post-traumatic Stress Disorders: A Scoping Review
Knaust, T., Felnhofer, A., Kothgassner, O. D., Höllmer, H., Gorzka, R.-J., & Schulz, H. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.562506 · Cited by 39 · see citing works
Chiba, T., Ide, K., Taylor, J. E., Boku, S., Toda, H., Kanazawa, T., Kato, S., Horiuchi, Y., Hishimoto, A., Maruyama, T., et al. (2020) · Molecular Psychiatry · doi:10.1038/s41380-020-0827-0 · Cited by 37 · see citing works
Stojek, M. M., McSweeney, L. B., & Rauch, S. A. M. (2018) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2018.00281 · Cited by 36 · see citing works
Brehl, A.-K., Kohn, N., Schene, A. H., & Fernández, G. (2020) · Psychological Medicine · doi:10.1017/s0033291720000410 · Cited by 34 · see citing works
Bijanki, K. R., van Rooij, S. J. H., Ely, T. D., Stevens, J. S., Inman, C. S., Fasano, R. E., Carter, S. E., Winters, S., Baman, J., Drane, D. L., et al. (2020) · Neurosurgery · doi:10.1093/neuros/nyaa051 · Cited by 33 · see citing works
Duval, E. R., Sheynin, J., King, A. P. J., Phan, K. L., Simon, N. M., Martis, B., Porter, K. E., Norman, S. B., Liberzon, I., & Rauch, S. A. M. (2020) · Depression and Anxiety · doi:10.1002/da.23022 · Cited by 34 · see citing works
Perini, I., Mayo, L., Capusan, A., Paul, E. R., Yngve, A., Kämpe, R., Gauffin, E., Mazurka, R., Ghafouri, B., Stensson, N., et al. (2023) · Molecular Psychiatry · doi:10.1038/s41380-023-02033-y · Cited by 25 · see citing works
Defining focal brain stimulation targets for PTSD using neuroimaging
van Rooij, S. J. H., Sippel, L. M., McDonald, W. M., & Holtzheimer, P. E. (2021) · Depression and Anxiety · doi:10.1002/da.23159 · Cited by 32 · see citing works
Bonfils, K. A., Tennity, C. L., Congedo, B. A., Dolowich, B. A., Hammer, L. A., & Haas, G. L. (2022) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2022.102576 · Cited by 29 · see citing works
Bryant, R. A., Erlinger, M., Felmingham, K. L., Klimova, A., Williams, L. M., Malhi, G. S., Forbes, D., & Korgaonkar, M. S. (2020) · Psychological Medicine · doi:10.1017/s0033291720001129 · Cited by 28 · see citing works
Cingulate subregions in posttraumatic stress disorder, chronic stress, and treatment
Hinojosa, C. A., Kaur, N., VanElzakker, M. B., & Shin, L. M. (2019) · Handbook of clinical neurology · doi:10.1016/b978-0-444-64196-0.00020-0 · Cited by 25 · see citing works
Korgaonkar, M. S., Chakouch, C., Breukelaar, I. A., Erlinger, M., Felmingham, K. L., Forbes, D., Williams, L. M., & Bryant, R. A. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-00938-8 · Cited by 23 · see citing works
Flanagan, J. C., Sippel, L. M., Maria, M. M. M., Hartwell, K. J., Brady, K. T., & Joseph, J. E. (2019) · European Journal of Psychotraumatology · doi:10.1080/20008198.2019.1606626 · Cited by 27 · see citing works
Koek, R. J., Avecillas-Chasin, J. M., Krahl, S. E., Chen, J. W. Y., Sultzer, D. L., Kulick, A. D., Mandelkern, M. A., Malpetti, M., Gordon, H. L., Landry, H. N., et al. (2024) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2024.05.008 · Cited by 25 · see citing works
Klotho, PTSD, and advanced epigenetic age in cortical tissue
Wolf, E. J., Chen, C.-D., Zhao, X., Zhou, Z., Morrison, F. G., Daskalakis, N. P., Stone, A., Schichman, S. A., Grenier, J. G., Fein‐Schaffer, D., et al. (2020) · Neuropsychopharmacology · doi:10.1038/s41386-020-00884-5 · Cited by 23 · see citing works
Elevating the field for applying neuroimaging to individual patients in psychiatry
Roalf, D. R., Figee, M., & Oathes, D. J. (2024) · Translational Psychiatry · doi:10.1038/s41398-024-02781-7 · Cited by 24 · see citing works
Self-citationBalters, S., Li, R., Espil, F. M., Piccirilli, A. M., Liu, N., Gundran, A., Carrión, V. G., Weems, C. F., Cohen, J. A., & Reiss, A. L. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.10.020 · Cited by 23 · see citing works
Trauma Memory Processing in Posttraumatic Stress Disorder Psychotherapy: A Unifying Framework
Ford, J. D. (2018) · Journal of Traumatic Stress · doi:10.1002/jts.22344 · Cited by 23 · see citing works
Norbury, A., Seeley, S. H., Pérez-Rodríguez, M. M., & Feder, A. (2023) · Psychological Medicine · doi:10.1017/s0033291723001162 · Cited by 22 · see citing works
Wolf, E. J., Zhao, X., Hawn, S. E., Morrison, F. G., Zhou, Z., Fein‐Schaffer, D., Huber, B. R., Miller, M. W., & Logue, M. W. (2021) · Neurobiology of Stress · doi:10.1016/j.ynstr.2021.100371 · Cited by 21 · see citing works
Bryant, R. A., Williamson, T., Erlinger, M., Felmingham, K. L., Malhi, G. S., Hinton, M., Williams, L. M., & Korgaonkar, M. S. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01340-8 · Cited by 20 · see citing works
Thant, T., & Yager, J. (2018) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0000000000000860 · Cited by 20 · see citing works
An Update on Psychotherapy for the Treatment of PTSD
ROTHBAUM, B. O., & Watkins, L. E. (2025) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20250110 · Cited by 20 · see citing works
Self-citationDefining response and nonresponse to posttraumatic stress disorder treatments: A systematic review.
Varker, T., Kartal, D., Watson, L., Freijah, I., O'Donnell, M. L., Forbes, D., Phelps, A. J., Hopwood, M., McFARLANE, A. C., Cooper, J., et al. (2020) · Clinical Psychology Science and Practice · doi:10.1111/cpsp.12355 · Cited by 18 · see citing works
Swerdlow, B. A., Baker, S. N., Leifker, F. R., Straud, C. L., Rozek, D. C., & Sippel, L. M. (2023) · Journal of Traumatic Stress · doi:10.1002/jts.22906 · Cited by 18 · see citing works
Zhang, Y., Naparstek, S., Gordon, J. R., Watts, M., Shpigel, E., El-Said, D., Badami, F. S., Eisenberg, M. L., Toll, R. T., Gage, A. T., et al. (2023) · Nature Mental Health · doi:10.1038/s44220-023-00049-5 · Cited by 20 · see citing works
Self-citationJoshi, S. A., Duval, E. R., Sheynin, J., King, A. P. J., Phan, K. L., Martis, B., Porter, K. E., Liberzon, I., & Rauch, S. A. M. (2020) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2020.111062 · Cited by 18 · see citing works
Stopyra, M. A., Simon, J. J., Rheude, C., & Nikendei, C. (2022) · Reviews in the Neurosciences · doi:10.1515/revneuro-2022-0014 · Cited by 17 · see citing works
Bryant, R. A., Erlinger, M., Felmingham, K. L., Malhi, G. S., O'Donnell, M. L., Williams, L. M., & Korgaonkar, M. S. (2020) · Depression and Anxiety · doi:10.1002/da.23061 · Cited by 16 · see citing works
Zhutovsky, P., Zantvoord, J. B., Ensink, J. B. M., den Kelder, R. O., Lindauer, R., & van Wingen, G. A. (2021) · NeuroImage Clinical · doi:10.1016/j.nicl.2021.102898 · Cited by 16 · see citing works
White matter anisotropy and response to cognitive behavior therapy for posttraumatic stress disorder
Korgaonkar, M. S., Felmingham, K. L., Klimova, A., Erlinger, M., Williams, L. M., & Bryant, R. A. (2021) · Translational Psychiatry · doi:10.1038/s41398-020-01143-3 · Cited by 14 · see citing works
Structural brain features signaling trauma, PTSD, or resilience? A systematic exploration
Zilcha‐Mano, S., Zhu, X., Lazarov, A., Suarez‐Jimenez, B., Helpman, L., Kim, Y., Maitlin, C., Neria, Y., & Rutherford, B. R. (2022) · Depression and Anxiety · doi:10.1002/da.23275 · Cited by 14 · see citing works
McDermott, T. J., Kirlić, N., & Aupperle, R. L. (2018) · Neurobiology of Stress · doi:10.1016/j.ynstr.2018.05.001 · Cited by 14 · see citing works
Zhang, H., Hu, Y., Yu, Y., Zhou, Z., Sun, Y., Qi, C., Yang, L., Xie, H., Zhang, J., & Zhu, H. (2025) · Translational Psychiatry · doi:10.1038/s41398-025-03416-1 · Cited by 14 · see citing works
Manassero, E., Concina, G., Caraig, M. C. C., Sarasso, P., Salatino, A., Ricci, R., & Sacchetti, B. (2024) · eLife · doi:10.7554/elife.85951 · Cited by 12 · see citing works
Hinojosa, C. A., VanElzakker, M. B., Kaur, N., Felicione, J. M., Charney, M. E., Bui, É., Marques, L. M., D, P. S. M., Rauch, S. L., Simon, N. M., et al. (2023) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2023.1198244 · Cited by 13 · see citing works
PTSD: Risk Assessment and Early Management
Shalev, A. Y., & Barbano, A. C. (2019) · Psychiatric Annals · doi:10.3928/00485713-20190605-01 · Cited by 12 · see citing works
Trauma and the default mode network: review and exploratory study
Chan, A., Harvey, P. D., Hernandez-Cardenache, R., Alperin, N. J., Lee, S. H., Hunt, C., Petersen, N., Northoff, G., Robertson, N., Ouyang, J., et al. (2024) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2024.1499408 · Cited by 11 · see citing works
Neural correlates and plasticity of explicit emotion regulation following the experience of trauma
Konrad, A. C., Miu, A. C., Trautmann, S., & Kanske, P. (2025) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2025.1523035 · Cited by 10 · see citing works
Convergent neurobiological predictors of mood and anxiety symptoms and treatment response
Jabbi, M., & Nemeroff, C. B. (2019) · Expert Review of Neurotherapeutics · doi:10.1080/14737175.2019.1620604 · Cited by 10 · see citing works
Maron, E., Lan, C.-C., & Nutt, D. (2018) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2018_49 · Cited by 9 · see citing works
Resilience to stress and trauma: a narrative review of neuroimaging research
Egan, L. A., Park, H. R. P., & Gatt, J. M. (2024) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2024.101408 · Cited by 10 · see citing works
van Rooij, S. J. H., Langhinrichsen-Rohling, R. A., Minton, S. T., Hinojosa, C. A., Lukemire, J., Lipschutz, R. S., Hinrichs, R. C., Merrill, N. A., Ely, T. D., Dahlgren, K., et al. (2026) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20250749 · Cited by 10 · see citing works
Mattera, A., Cavallo, A., Granato, G., Baldassarre, G., & Pagani, M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.944838 · Cited by 10 · see citing works
Pierce, Z. P., Johnson, E. R., Kim, I. A., Lear, B. E., Mast, A. M., & Black, J. M. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1074972 · Cited by 10 · see citing works
RetractedInvernizzi, A., Rechtman, E., Curtin, P. C. P., Papazaharias, D. M., Jalees, M., Pellecchia, A. C., Santiago‐Michels, S., Bromet, E. J., Lucchini, R. G., Luft, B. J., et al. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02526-y · Cited by 9 · see citing works
Smith, P. J., Whitson, H. E., Merwin, R. M., O’Hayer, C. V., & Strauman, T. J. (2023) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2023.1256430 · Cited by 8 · see citing works
Choi, K., Hwang, H.-H., Yang, C., Jung, B., Im, C., & Lee, S. (2025) · Psychological Medicine · doi:10.1017/s0033291724003477 · Cited by 9 · see citing works
Sakopoulos, S., & Todman, M. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms26146673 · Cited by 10 · see citing works
Baldi, S., Schuhmann, T., Goossens, L., & Schruers, K. R. J. (2024) · NeuroImage · doi:10.1016/j.neuroimage.2024.120527 · Cited by 7 · see citing works
Cao-Noya, J. A., Canovas, C. A., & Benuto, L. T. (2025) · Clinical Psychology Review · doi:10.1016/j.cpr.2025.102579 · Cited by 7 · see citing works
Lee, H., Oh, S., Ha, E., Joo, Y., Suh, C., Kim, Y., Jeong, H. S., Lyoo, I. K., Yoon, S. J., & Hong, H. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115345 · Cited by 7 · see citing works
Zarate‐Guerrero, S., Duran, J. M., & Naismith, I. (2022) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2704 · Cited by 8 · see citing works
- Authors
- Fonzo, G. A., Goodkind, M. S., Oathes, D. J., Zaiko, Y. V., Harvey, M., Peng, K. K., Weiss, M. E., Thompson, A. L., Zack, S. E., Lindley, S. E., Arnow, B. A., Jo, B., Gross, J. J., Rothbaum, B. O., & Etkin, A.
- Affiliations
- VA Palo Alto Health Care System (US)
- ORCID
- Venue
- American Journal of Psychiatry
- Published
- 2017-12-01
- Volume
- 174
- Issue
- 12
- Pages
- 1163-1174
- ISSN
- 0002-953X (ISSN-L)
- 1535-7228
- PMC
- PMC5711543
- OpenAlex
- W2739325771
- Cited by
- 149
- References
- 43
- Citations by year
- 2026: 15 · 2025: 13 · 2024: 14 · 2023: 13 · 2022: 18 · 2021: 16 · 2020: 23 · 2019: 18 · 2018: 17 · 2017: 2
- FWCI
- 20.35
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- American Journal of Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- McCormick Foundation
- American Psychiatric Publishing
- Emory University
- National Alliance for Research on Schizophrenia and Depression
- University of Oxford
- Genentech
- National Institute of Mental Health (R01MH094757, R01MH091860, T32MH019938)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Health Sciences › Medicine › Epidemiology › Traumatic Brain Injury Research
- Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
- Keywords
- post-traumatic stress disorder, prolonged exposure therapy, treatment outcome prediction, emotional reactivity, emotion regulation, amygdala, dorsolateral prefrontal cortex, ventromedial prefrontal cortex, ventral striatum, single-pulse transcranial magnetic stimulation, cognitive reappraisal, emotional conflict
- MeSH terms
- Adolescent, Adult, Amygdala, Corpus Striatum, Emotions, Female, Humans, Implosive Therapy, Magnetic Resonance Imaging, Male, Middle Aged, Neural Inhibition, Stress Disorders, Post-Traumatic, Treatment Outcome, Prefrontal Cortex, Transcranial Magnetic Stimulation, Young Adult, Functional Neuroimaging
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review