Literature DB >> 26651007

Functional neuroimaging of psychotherapeutic processes in anxiety and depression: from mechanisms to predictions.

Ulrike Lueken1, Tim Hahn.   

Abstract

PURPOSE OF REVIEW: The review provides an update of functional neuroimaging studies that identify neural processes underlying psychotherapy and predict outcomes following psychotherapeutic treatment in anxiety and depressive disorders. Following current developments in this field, studies were classified as 'mechanistic' or 'predictor' studies (i.e., informing neurobiological models about putative mechanisms versus aiming to provide predictive information). RECENT
FINDINGS: Mechanistic evidence points toward a dual-process model of psychotherapy in anxiety disorders with abnormally increased limbic activation being decreased, while prefrontal activity is increased. Partly overlapping findings are reported for depression, albeit with a stronger focus on prefrontal activation following treatment. No studies directly comparing neural pathways of psychotherapy between anxiety and depression were detected. Consensus is accumulating for an overarching role of the anterior cingulate cortex in modulating treatment response across disorders. When aiming to quantify clinical utility, the need for single-subject predictions is increasingly recognized and predictions based on machine learning approaches show high translational potential.
SUMMARY: Present findings encourage the search for predictors providing clinically meaningful information for single patients. However, independent validation as a crucial prerequisite for clinical use is still needed. Identifying nonresponders a priori creates the need for alternative treatment options that can be developed based on an improved understanding of those neural mechanisms underlying effective interventions.

Entities:  

Mesh:

Year:  2016        PMID: 26651007     DOI: 10.1097/YCO.0000000000000218

Source DB:  PubMed          Journal:  Curr Opin Psychiatry        ISSN: 0951-7367            Impact factor:   4.741


  13 in total

Review 1.  Predictive analytics in mental health: applications, guidelines, challenges and perspectives.

Authors:  T Hahn; A A Nierenberg; S Whitfield-Gabrieli
Journal:  Mol Psychiatry       Date:  2016-11-15       Impact factor: 15.992

Review 2.  Epigenetic and Neural Circuitry Landscape of Psychotherapeutic Interventions.

Authors:  Christopher W T Miller
Journal:  Psychiatry J       Date:  2017-05-25

Review 3.  The Effect of Non-Invasive Brain Stimulation on the Downregulation of Negative Emotions: A Meta-Analysis.

Authors:  Qingqing Zhang; Xiaoming Li; Xinying Liu; Shanshan Liu; Mengzhu Zhang; Yueling Liu; Chunyan Zhu; Kai Wang
Journal:  Brain Sci       Date:  2022-06-15

4.  Altered resting-state functional connectivity of the default mode and central executive networks following cognitive processing therapy for PTSD.

Authors:  Tessa C Vuper; Carissa L Philippi; Steven E Bruce
Journal:  Behav Brain Res       Date:  2021-04-22       Impact factor: 3.352

5.  Support Vector Machine Analysis of Functional Magnetic Resonance Imaging of Interoception Does Not Reliably Predict Individual Outcomes of Cognitive Behavioral Therapy in Panic Disorder with Agoraphobia.

Authors:  Benedikt Sundermann; Jens Bode; Ulrike Lueken; Dorte Westphal; Alexander L Gerlach; Benjamin Straube; Hans-Ulrich Wittchen; Andreas Ströhle; André Wittmann; Carsten Konrad; Tilo Kircher; Volker Arolt; Bettina Pfleiderer
Journal:  Front Psychiatry       Date:  2017-06-09       Impact factor: 4.157

6.  Predicting cognitive behavioral therapy response in social anxiety disorder with anterior cingulate cortex and amygdala during emotion regulation.

Authors:  Heide Klumpp; Jacklynn M Fitzgerald; Kerry L Kinney; Amy E Kennedy; Stewart A Shankman; Scott A Langenecker; K Luan Phan
Journal:  Neuroimage Clin       Date:  2017-04-12       Impact factor: 4.881

7.  Stress amplifies sex differences in primate prefrontal profiles of gene expression.

Authors:  Alex G Lee; Megan Hagenauer; Devin Absher; Kathleen E Morrison; Tracy L Bale; Richard M Myers; Stanley J Watson; Huda Akil; Alan F Schatzberg; David M Lyons
Journal:  Biol Sex Differ       Date:  2017-11-02       Impact factor: 5.027

8.  Theranostic markers for personalized therapy of spider phobia: Methods of a bicentric external cross-validation machine learning approach.

Authors:  Hanna Schwarzmeier; Elisabeth Johanna Leehr; Joscha Böhnlein; Fabian Reinhard Seeger; Kati Roesmann; Bettina Gathmann; Martin J Herrmann; Niklas Siminski; Markus Junghöfer; Thomas Straube; Dominik Grotegerd; Udo Dannlowski
Journal:  Int J Methods Psychiatr Res       Date:  2019-12-08       Impact factor: 4.035

Review 9.  Meta-analyses of the neural mechanisms and predictors of response to psychotherapy in depression and anxiety.

Authors:  Lindsey Marwood; Toby Wise; Adam M Perkins; Anthony J Cleare
Journal:  Neurosci Biobehav Rev       Date:  2018-09-29       Impact factor: 8.989

10.  Predicting the naturalistic course in anxiety disorders using clinical and biological markers: a machine learning approach.

Authors:  Wicher A Bokma; Paul Zhutovsky; Erik J Giltay; Robert A Schoevers; Brenda W J H Penninx; Anton L J M van Balkom; Neeltje M Batelaan; Guido A van Wingen
Journal:  Psychol Med       Date:  2020-06-11       Impact factor: 7.723

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