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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Behav. Neurosci.</journal-id>
<journal-title>Frontiers in Behavioral Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Behav. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5153</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnbeh.2025.1523035</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Behavioral Neuroscience</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Neural correlates and plasticity of explicit emotion regulation following the experience of trauma</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Konrad</surname> <given-names>Annika C.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1622222/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Miu</surname> <given-names>Andrei C.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/83198/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Trautmann</surname> <given-names>Sebastian</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/528081/overview"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Kanske</surname> <given-names>Philipp</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/51812/overview"/>
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<aff id="aff1"><sup>1</sup><institution>Clinical Psychology and Behavioral Neuroscience, Institute of Clinical Psychology and Psychotherapy, Technische Universit&#x00E4;t Dresden</institution>, <addr-line>Dresden</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Psychology, Faculty of Psychology and Educational Sciences, Babe&#x0219;-Bolyai University</institution>, <addr-line>Cluj-Napoca</addr-line>, <country>Romania</country></aff>
<aff id="aff3"><sup>3</sup><institution>Insitute for Clinical Psychology and Psychotherapy, Medical School Hamburg</institution>, <addr-line>Hamburg</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Michela Ponticorvo, University of Naples Federico II, Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Linlin Fan, University of Macau, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Annika C. Konrad, <email>annika.konrad@tu-dresden.de</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>19</volume>
<elocation-id>1523035</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Konrad, Miu, Trautmann and Kanske.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Konrad, Miu, Trautmann and Kanske</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Experiencing trauma or other adverse life events is highly prevalent and poses a significant risk for the development of mental disorders. Understanding the underlying mechanisms and neural processes involved in trauma processing is crucial for both prevention and targeting symptoms. Especially, difficulties in emotion regulation emerge as one key mechanism implicated in the development of conditions such as post-traumatic stress disorder (PTSD) following traumatic experiences. However, neural correlates of explicit emotion regulation among individuals who have undergone trauma have not received much attention. Understanding the neural basis of dysregulated emotion following trauma could reveal important details about how trauma interferes with emotional regulation systems, informing the development of more specific intervention approaches. Therefore, this mini review summarizes current research, and identifies relevant gaps in the literature and challenges for future studies. Specifically, it provides an overview of the neural dysregulation associated with explicit emotion regulation strategies such as reappraisal or suppression. Finally, it highlights promising findings from intervention studies targeting emotion regulation, such as trauma-focused exposure therapy and neurofeedback, indicating neural plasticity in individuals with traumatic experiences. Hereby, this review aims to bridge the gap between fundamental and intervention research and highlights future directions for translational research.</p>
</abstract>
<kwd-group>
<kwd>PTSD</kwd>
<kwd>trauma</kwd>
<kwd>emotion regulation</kwd>
<kwd>reappraisal</kwd>
<kwd>compassion</kwd>
<kwd>suppression</kwd>
<kwd>fMRI</kwd>
<kwd>neural plasticity</kwd>
</kwd-group>
<contract-num rid="cn1">KA 4412/9-1</contract-num>
<contract-num rid="cn2">760246/28.12.2023/28.12.2023</contract-num>
<contract-num rid="cn2">PNRR-III-C9-2023-I8-CF103/31.07.2023</contract-num>
<contract-sponsor id="cn1">German Research Foundation</contract-sponsor>
<contract-sponsor id="cn2">European Union&#x2014;NextGenerationEU and the Romanian Government</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="55"/>
<page-count count="9"/>
<word-count count="7098"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Emotion Regulation and Processing</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>The experience of a traumatic event is not only deeply impactful in itself but is often followed by a range of mental health symptoms. However, only a minority of trauma-exposed individuals develop a full-blown mental disorder in the aftermath of a traumatic event (e.g., <xref ref-type="bibr" rid="ref27">Koenen et al., 2017</xref>). In order to identify individuals at risk, it seems crucial to investigate specific mechanisms for the development of psychopathology. In particular, difficulties in emotion regulation have been proposed as a transdiagnostic mechanism that plays a central role in various mental disorders, including post-traumatic stress disorder (PTSD; <xref ref-type="bibr" rid="ref6">Ehlers and Clark, 2000</xref>; <xref ref-type="bibr" rid="ref9">Fitzgerald et al., 2018</xref>).</p>
<p>Emotion regulation has been defined as the conscious or unconscious process of modifying the intensity or type of emotions (<xref ref-type="bibr" rid="ref15">Gross, 1998</xref>). Given this definition, it is not surprising that individuals who have experienced a trauma and also show difficulties in managing negative emotions appear to be more vulnerable to developing psychopathology (<xref ref-type="bibr" rid="ref35">McLaughlin and Lambert, 2017</xref>; <xref ref-type="bibr" rid="ref34">McLaughlin et al., 2020</xref>). While explicit regulation involves a deliberate effort to initiate and monitor the implementation process, implicit regulation describes rather an automatic process happening often without insight (<xref ref-type="bibr" rid="ref17">Gyurak et al., 2011</xref>). Thus, explicit emotion regulation can be more easily articulated and consciously addressed, making it an important target for therapeutic interventions and a critical focus for psychotherapy research (e.g., <xref ref-type="bibr" rid="ref6">Ehlers and Clark, 2000</xref>). In general, explicit emotion regulation encompasses many different strategies usually measured by self-report or by specific tasks in which the experimenter demands participants to apply the specific strategy in comparison to a control condition (e.g., passive viewing). Strategies, such as avoidance, suppression, and rumination have been positively, and problem solving and reappraisal negatively associated with psychopathology (<xref ref-type="bibr" rid="ref1">Aldao et al., 2010</xref>).</p>
<p>With regard to the experience of trauma, a number of studies using self-report measures have indeed provided evidence that explicit emotion regulation strategies, such as rumination, suppression, and reappraisal, serve as mediators between childhood adversity and general psychopathology (for meta-analysis, see <xref ref-type="bibr" rid="ref38">Miu et al., 2022</xref>). Additionally, other meta-analyses have shown positive associations between rumination or suppression and specifically PTSD symptoms (<xref ref-type="bibr" rid="ref48">Seligowski et al., 2015</xref>; <xref ref-type="bibr" rid="ref37">Miethe et al., 2023</xref>), but not for reappraisal (<xref ref-type="bibr" rid="ref48">Seligowski et al., 2015</xref>).</p>
<p>Although the use of self-report measures is undeniably valuable to assess changes in explicit emotion regulation after trauma exposure and how it contributes to psychopathology, they cannot capture underlying processes that are common to or distinguish between different strategies. Here, the use of neuroscientific methods shows great promise to explore such common or distinct underlying mechanisms. Highlighting differences between explicit emotion regulation strategies following trauma exposure may provide a more comprehensive understanding of emotion regulation difficulties as a transdiagnostic mechanism following trauma, which in turn may inform the development of interventions. To our knowledge, three neuroscientific reviews have included studies of explicit emotion regulation in the context of trauma or PTSD. While <xref ref-type="bibr" rid="ref9">Fitzgerald et al. (2018)</xref> and <xref ref-type="bibr" rid="ref55">Zilverstand et al. (2017)</xref> only reviewed two studies, <xref ref-type="bibr" rid="ref44">Norbury et al. (2023)</xref> solely focused on reappraisal, disregarding other strategies. Conversely, neural pathways involved in automatic forms of emotion processing related to trauma, including passive viewing of emotional stimuli or implicit emotion regulation, have received more attention (for meta-analysis or review, see <xref ref-type="bibr" rid="ref18">Hayes et al., 2012</xref>; <xref ref-type="bibr" rid="ref9">Fitzgerald et al., 2018</xref>). This highlights the lack of a comprehensive review synthesizing the current state of the literature on neural correlates of explicit emotion regulation following trauma.</p>
<p>Therefore, we aim to first summarize studies reporting neural correlates of explicit emotion regulation strategies (in response to negative stimuli) in trauma-exposed samples. By including trauma-exposed individuals with and without PTSD, we aim to explore general effects of trauma exposure, while between-group differences may pinpoint alterations in emotion regulation as a specific correlate of PTSD symptoms. Second, we highlight research gaps, and third, we discuss current and future developments in the field of intervention research investigating the neural plasticity of emotion regulation. Being able to show neural plasticity of explicit emotion regulation offers a further level of evaluating the long-term effectiveness of these interventions and their underlying processes.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>Neural correlates of explicit emotion regulation related to traumatic experience</title>
<p>For an overview of studies assessing neural correlates of explicit emotion regulation in trauma-exposed people with and without PTSD, see <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Overview of studies assessing neural correlates of explicit emotion regulation or neural plasticity.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">S. No.</th>
<th align="left" valign="top">Study</th>
<th align="left" valign="top">Sample</th>
<th align="left" valign="top">Trauma/sample type</th>
<th align="left" valign="top">Diagnostics</th>
<th align="left" valign="top">Contrast</th>
<th align="left" valign="top">Stimuli</th>
<th align="left" valign="top">Between-group results</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref3">Bryant et al. (2021)</xref>
</td>
<td align="left" valign="top">37 PTSD vs. 24 HC</td>
<td align="left" valign="top">Assault, childhood abuse, vehicle accidents, police duties</td>
<td align="left" valign="top">CAPS (DSM-IV)</td>
<td align="left" valign="top">Reappraisal neg. &#x003E; watch neg.</td>
<td align="left" valign="top">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: &#x2193; left inferior occipital cortex, left crus I of cerebellar hemisphere, left precentral gyrus, left insula, right middle frontal gyrus, right superior temporal pole, left olfactory cortex, left SMA, right midcingulate area, left thalamus, left middle frontal gyrus, left IFG (pars orbitalis)</p>
</list-item>
<list-item>
<p>ROI: &#x2193; bilateral dlPFC and dmPFC; amygdala n.s.</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref5">Butler et al. (2019)</xref>
</td>
<td align="left" valign="top">18 PTSD vs. 27 TC</td>
<td align="left" valign="top">Combat</td>
<td align="left" valign="top">Clinical diagnosis (ICD-10)</td>
<td align="left" valign="top">Reappraise neg. &#x003E; feel neg.; suppress neg. &#x003E; feel neg.<sup>a</sup></td>
<td align="left" valign="top">Combat-related images</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain (reappraise&#x202F;&#x003E;&#x202F;feel): &#x2193; rostral ACC/ventromedial PFC (task preparation), &#x2191; dorsal ACC, occipital cortex (task presentation)</p>
</list-item>
<list-item>
<p>Whole-brain (suppress&#x202F;&#x003E;&#x202F;feel): n.s.</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref10">Fitzgerald et al. (2017)</xref>
</td>
<td align="left" valign="top">28 PTSD vs. 20 TC</td>
<td align="left" valign="top">Combat</td>
<td align="left" valign="top">Clinical diagnosis, CAPS (DSM-IV)</td>
<td align="left" valign="top">Reappraise neg. &#x003E; maintain neg.</td>
<td align="left" valign="top">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>NA</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref24">Keller et al. (2022)</xref>
</td>
<td align="left" valign="top">20 PTSD vs. 35 MDD &#x0026; 34 HC</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">SCID (DSM-IV)</td>
<td align="left" valign="top">Reappraise neg. &#x003E; view neg.</td>
<td align="left" valign="top">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: n.s.</p>
</list-item>
<list-item>
<p>ROI (PTSD &#x003E; HC): &#x2193; right dmPFC and IFG</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref29">Lee S. W. et al. (2021)</xref>
</td>
<td align="left" valign="top">12 TC vs. 15 HC</td>
<td align="left" valign="top">Childhood maltreatment</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">Regulate (reappraise) neg. &#x003E; look neg.</td>
<td align="left" valign="top">Social IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>NA</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref30">Lee K. H. et al. (2021)</xref>
</td>
<td align="left" valign="top">40 (TC&#x202F;+&#x202F;PTSD) vs. 41 HC</td>
<td align="left" valign="top">NA (Refugees)</td>
<td align="left" valign="top">SCID, CAPS (DSM-IV)</td>
<td align="left" valign="top">Suppression neg. &#x003E; look neg.</td>
<td align="left" valign="top">Socio-affective pictures<sup>b</sup></td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: n.s.</p>
</list-item>
<list-item>
<p>ROI: all dlPFC, ventrolateral PFC, medial PFC n.s.; only with small volume correction &#x2191; left lateral PFC</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref33">Mao et al. (2023)</xref>
</td>
<td align="left" valign="top">38 TC vs. 27 HC</td>
<td align="left" valign="top">Childhood maltreatment</td>
<td align="left" valign="top">-</td>
<td align="left" valign="top">Reappraise neg. &#x003E; view neg.</td>
<td align="left" valign="top">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain:&#x2193; right orbitofrontal cortex</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref40">New et al. (2009)</xref>
</td>
<td align="left" valign="top">14 PTSD vs. 14 TC &#x0026; 14 HC</td>
<td align="left" valign="top">Sexual assault</td>
<td align="left" valign="top">SCID-I, CAPS (DSM-IV)</td>
<td align="left" valign="top">Diminish neg. &#x003E; maintain neg.</td>
<td align="left" valign="top">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain (PTSD&#x202F;&#x003E;&#x202F;HC): &#x2193; bilateral posterior cingulate, left inferior orbital cortex, right superior frontal gyrus, left middle frontal gyrus, medial frontal gyrus, left IFG, left precentral gyrus, left inferior pari lobe; &#x2191; right IFG, left middle temporal gyrus, left superior temporal gyrus, Rolandic operculum</p>
</list-item>
<list-item>
<p>Whole-brain (PTSD&#x202F;&#x003E;&#x202F;TC): &#x2193; lingual gyrus, left superior frontal gyrus, left middle frontal gyrus</p>
</list-item>
<list-item>
<p>Whole-brain (TC&#x202F;&#x003E;&#x202F;HC): &#x2193; right posterior cingulate, bilateral superior frontal gyrus, left middle frontal gyrus, left inferior pari lobe, right caudate; &#x2191; right middle temporal gyrus, right superior temporal gyrus, right superior occipital gyrus, right inferior occipital gyrus</p>
</list-item>
<list-item>
<p>ROI (PTSD&#x202F;&#x003E;&#x202F;HC): &#x2193; left lateral PFC and SMA; ACC and intraparietal sulcus n.s.</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref46">Rabinak et al. (2014)</xref>
</td>
<td align="left" valign="top">21 PTSD vs. 21 TC</td>
<td align="left" valign="top">Combat</td>
<td align="left" valign="top">SCID-I, CAPS (DSM-IV)</td>
<td align="left" valign="top">Reappraise neg. &#x003E; maintain neg.</td>
<td align="left" valign="top">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: &#x2193; left dlPFC,</p>
</list-item>
<list-item>
<p>ROI: &#x2193; dlPFC; n.s. for amygdala, dmPFC, ACC, ventrolateral and ventromedial PFC</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref47">Schweizer et al. (2016)</xref>
</td>
<td align="left" valign="top">23 TC vs. 30 HC</td>
<td align="left" valign="top">Childhood adversity</td>
<td align="left" valign="top">Semi-structured interview</td>
<td align="left" valign="top">Regulate neg. &#x003E; attend neg.</td>
<td align="left" valign="top">Film footage</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: NA</p>
</list-item>
<list-item>
<p>ROI: &#x2193; amygdala, bilateral middle frontal gyrus, left middle temporal gyrus; n.s. for right IFG, right medial frontal gyrus</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref50">Soko&#x0142;owski et al. (2022)</xref>
</td>
<td align="left" valign="top">51 (PTSD + TC) vs. 35 HC</td>
<td align="left" valign="top">Childhood adversity</td>
<td align="left" valign="top">SCID-I (DSM-IV)</td>
<td align="left" valign="top">Rumination neg. &#x003E; abstract</td>
<td align="left" valign="top">Sentences</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: n.s.</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref51">Steward et al. (2020)</xref>
</td>
<td align="left" valign="top">16 PTSD vs. 13 TC &#x0026; 14 HC</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">CAPS</td>
<td align="left" valign="top">No-Think neg. &#x003E; fixation cross</td>
<td align="left" valign="top">Faces-IAPS pictures pairs</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: &#x2193; parahippocampal cortex</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref52">Sullivan et al. (2019)</xref>
</td>
<td align="left" valign="top">16 PTSD vs. 19 TC &#x0026; 13 HC</td>
<td align="left" valign="top">Combat, child abuse, assault, accident, others&#x2019; death</td>
<td align="left" valign="top">CAPS (DSM-IV)</td>
<td align="left" valign="top">No-Think &#x003E; Think, No-Think (forgotten)&#x202F;&#x003E;&#x202F;Think (remembered)</td>
<td align="left" valign="top">Faces-IAPS pictures pairs</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: NA</p>
</list-item>
<list-item>
<p>ROI (PTSD&#x202F;&#x003E;&#x202F;HC, both contrasts): &#x2193; right middle frontal gyrus; n.s. for left PFC</p>
</list-item>
<list-item>
<p>ROI (TC&#x202F;&#x003E;&#x202F;HC, both contrasts): &#x2193; right middle frontal gyrus, n.s. for left PFC</p>
</list-item>
<list-item>
<p>ROI (PTSD&#x202F;&#x003E;&#x202F;TC, both contrasts): n.s.</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref54">Xiong et al. (2013)</xref>
</td>
<td align="left" valign="top">20 PTSD vs. 20 TC</td>
<td align="left" valign="top">Vehicle accident</td>
<td align="left" valign="top">SCID-I, CAPS (DSM-IV)</td>
<td align="left" valign="top">Diminish neg.</td>
<td align="left" valign="top">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: &#x2193; bilateral inferior parietal lobe, right inferior: superior and middle frontal lobes, left putamen, right insula, cuneus</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top" colspan="8">
<list list-type="bullet">
<list-item>
<p>Intervention studies</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref11">Fonzo et al. (2017a)</xref>
</td>
<td align="left" valign="top" rowspan="2">36 PTSD (<italic>trauma-focused exposure</italic>) vs. 30 PTSD Waitlist</td>
<td align="left" valign="top" rowspan="2">Natural disaster, assault, combat injury/ suffering</td>
<td align="left" valign="top" rowspan="2">CAPS, SCID (DSM-IV): pre-post</td>
<td align="left" valign="top" rowspan="2">Reappraise neg. &#x003E; look neg.</td>
<td align="left" valign="top" rowspan="2">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>No brain activation moderated relationship between treatment arm and symptom change.</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref12">Fonzo et al. (2017b)</xref>
</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>Whole-brain: n.s.</p>
</list-item>
<list-item>
<p>ROI: sig. Time &#x00D7; treatment group interaction for left middle frontal gyrus (&#x2191; in exposure group over time)</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref20">Joshi et al. (2020)</xref>
</td>
<td align="left" valign="top">26 PTSD (<italic>exposure&#x202F;+&#x202F;placebo; sertraline; exposure&#x202F;+&#x202F;sertraline</italic>) vs. 24 TC</td>
<td align="left" valign="top">Combat</td>
<td align="left" valign="top">CAPS (DSM-IV)&#x2014;pre-post</td>
<td align="left" valign="top">Reappraise neg. &#x003E; maintain neg.</td>
<td align="left" valign="top">IAPS pictures</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>ROI (PTSD all treatments&#x202F;&#x003E;&#x202F;TC, pre-treatment): n.s.</p>
</list-item>
<list-item>
<p>ROI (within PTSD all treatments post-pre): n.s. for bilateral amygdala, dmPFC and bilateral dlPFC</p>
</list-item>
<list-item>
<p>No comparison of the three treatment groups, no post-fMRI for TC</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref28">Korgaonkar et al. (2023)</xref>
</td>
<td align="left" valign="top">27 PTSD (<italic>trauma-focused exposure</italic>) vs. 21 HC</td>
<td align="left" valign="top">Assault, childhood abuse, vehicle accidents, police duties</td>
<td align="left" valign="top">CAPS (DSM-IV) pre-post, MINI</td>
<td align="left" valign="top">Think (reappraisal) neg. &#x003E; watch neg.</td>
<td align="left" valign="top">Traumatic images</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>ROI: n.s. group &#x00D7; time interaction for left dlPFC</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref31">Lieberman et al. (2023)</xref>
</td>
<td align="left" valign="top" rowspan="2"><italic>Neurofeedback:</italic> 14 PTSD vs. 15 HC</td>
<td align="left" valign="top" rowspan="2">NA</td>
<td align="left" valign="top" rowspan="2">CAPS, SCID (DSM-5)</td>
<td align="left" valign="top" rowspan="2">Downregulation neg. &#x003E; view neg. (PCC)</td>
<td align="left" valign="top" rowspan="2">Trauma-related/ distressing words</td>
<td align="left" valign="top" rowspan="2">
<list list-type="bullet">
<list-item>
<p>Whole-brain: &#x2193; right dlPFC for training runs; n.s. for transfer run</p>
</list-item>
<list-item>
<p>ROI: n.s. for PCC</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref43">Nicholson et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref41">Nicholson et al. (2017)</xref>
</td>
<td align="left" valign="top"><italic>Neurofeedback:</italic> 10 PTSD</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">CAPS (DSM-5), SCID (DSM-IV)</td>
<td align="left" valign="top">Downregulation neg. &#x003E; view neg. (amygdala)</td>
<td align="left" valign="top">Trauma-related words</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>No control group</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref42">Nicholson et al. (2018)</xref>
</td>
<td align="left" valign="top"><italic>Neurofeedback:</italic> 14 PTSD</td>
<td align="left" valign="top">NA</td>
<td align="left" valign="top">CAPS(DSM-5), SCID (DSM-IV)</td>
<td align="left" valign="top">Downregulation neg. &#x003E; view neg. (amygdala)</td>
<td align="left" valign="top">Trauma-related words</td>
<td align="left" valign="top">
<list list-type="bullet">
<list-item>
<p>No control group</p>
</list-item>
</list>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>aTask preparation and image presentation phase; bKorean Social Affective Visual Stimuli. PTSD, posttraumatic stress disorder; TC, trauma-exposed controls; HC, healthy controls, MDD, Major Depressive Disorder; NA, not available/mentioned; CAPS, Clinically Administered PTSD Scale; SCID, Structured Clinical Interview; DSM, Diagnostic and Statistical Manual of Mental Disorders; MINI, Mini International Neuropsychiatric Interview; neg., negative; PCC, posterior cingulate cortex; IAPS, International Affective Picture System; ROI, regions of interest; SMA, supplementary motor area; dlPFC, dorsolateral prefrontal cortex; dmPFC, dorsomedial prefrontal cortex; IFG, inferior frontal gyrus.</sup>
</p>
</table-wrap-foot>
</table-wrap>
<sec id="sec3">
<label>2.1</label>
<title>Reappraisal</title>
<p>Reappraisal has been defined as an adaptive and antecedent-focused regulatory strategy and describes the process of changing the interpretation of an event that triggers an emotional response (<xref ref-type="bibr" rid="ref15">Gross, 1998</xref>). In healthy participants, reappraisal engages a network of regions associated with cognitive control, (prefrontal cortex; PFC), conflict monitoring (anterior cingulate cortex; ACC), and semantic processing or perspective taking (middle temporal gyrus; <xref ref-type="bibr" rid="ref22">Kanske et al., 2011</xref>; <xref ref-type="bibr" rid="ref4">Buhle et al., 2014</xref>; see <xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Schematic overview of brain regions associated with explicit emotion regulation in healthy individuals and dysregulation in posttraumatic stress disorder. Networks shown are based on meta-analyses and reviews investigating reappraisal (<xref ref-type="bibr" rid="ref4">Buhle et al., 2014</xref>), compassion (<xref ref-type="bibr" rid="ref25">Kim et al., 2020</xref>; <xref ref-type="bibr" rid="ref13">F&#x00F6;rster and Kanske, 2021</xref>), thought/memory suppression (<xref ref-type="bibr" rid="ref16">Guo et al., 2018</xref>), and expressive suppression (<xref ref-type="bibr" rid="ref49">Sikka et al., 2022</xref>); <sup>a</sup>Brain activity related to memory suppression; <sup>b</sup>Brain activity related to expressive suppression. Figure was created using <ext-link xlink:href="http://BioRender.com" ext-link-type="uri">BioRender.com</ext-link>.</p>
</caption>
<graphic xlink:href="fnbeh-19-1523035-g001.tif"/>
</fig>
<p>Few studies, even though not explicitly stating that they study reappraisal, instructed participants to &#x201C;down-regulate&#x201D; negative emotions (<xref ref-type="bibr" rid="ref40">New et al., 2009</xref>; <xref ref-type="bibr" rid="ref54">Xiong et al., 2013</xref>; <xref ref-type="bibr" rid="ref47">Schweizer et al., 2016</xref>). As the instructions resemble reappraisal, we review these studies together with direct reappraisal instructions. Summarizing the findings in trauma-exposed individuals with PTSD, most studies reported reduced activation of prefrontal regions during reappraisal, suggesting impaired top-down regulatory control during effortful emotion regulation. Specifically, the results showed reduced reappraisal-related activation in key prefrontal areas such as the dorsolateral PFC (<xref ref-type="bibr" rid="ref40">New et al., 2009</xref>; <xref ref-type="bibr" rid="ref46">Rabinak et al., 2014</xref>; <xref ref-type="bibr" rid="ref3">Bryant et al., 2021</xref>), dorsomedial PFC and inferior frontal gyrus (IFG; <xref ref-type="bibr" rid="ref3">Bryant et al., 2021</xref>; <xref ref-type="bibr" rid="ref24">Keller et al., 2022</xref>). However, a closer examination reveals that only three studies showed consistent reductions in prefrontal activity in both whole-brain and region-of-interest (ROI) analyses when comparing trauma-exposed individuals with PTSD to healthy controls (<xref ref-type="bibr" rid="ref40">New et al., 2009</xref>; <xref ref-type="bibr" rid="ref3">Bryant et al., 2021</xref>) or to trauma-exposed controls without PTSD (<xref ref-type="bibr" rid="ref40">New et al., 2009</xref>; <xref ref-type="bibr" rid="ref46">Rabinak et al., 2014</xref>). Other studies, also reported reduced prefrontal activity, but did not observe effects using whole-brain analysis (<xref ref-type="bibr" rid="ref24">Keller et al., 2022</xref>), or were of lower methodological quality and reported no between-condition contrast (<xref ref-type="bibr" rid="ref54">Xiong et al., 2013</xref>) or no between-group results (<xref ref-type="bibr" rid="ref10">Fitzgerald et al., 2017</xref>; <xref ref-type="bibr" rid="ref29">Lee S. W. et al., 2021</xref>). As such, the results are not specifically attributable to reappraisal or group differences.</p>
<p>Interestingly, one study comparing trauma-exposed controls with and without PTSD distinguished between task instruction and strategy application while measuring brain activity (<xref ref-type="bibr" rid="ref5">Butler et al., 2019</xref>). In contrast to the expected reduced activity in cognitive control and conflict monitoring regions, they reported <italic>heightened</italic> dorsal ACC activity in PTSD during strategy application. This finding diverges from other studies suggesting that some PTSD patients may exert greater effort during emotion regulation but with potentially reduced efficiency. Nevertheless, they found lower ventromedial PFC activation during the <italic>instruction</italic> phase in PTSD, aligning with theories of reduced regulatory control and highlighting the importance of differentiating between stages of emotion processing.</p>
<p>Notably, reduced brain activity does not necessarily indicate emotion dysregulation, as success is also reflected by reduced negative affect or arousal. For reappraisal, studies showed that people with PTSD reported higher negative ratings than controls (<xref ref-type="bibr" rid="ref40">New et al., 2009</xref>; <xref ref-type="bibr" rid="ref5">Butler et al., 2019</xref>). Within-group analyses revealed mixed findings: some reported reduced negative responses following reappraisal (vs. maintain/feel) in PTSD (<xref ref-type="bibr" rid="ref46">Rabinak et al., 2014</xref>), while others found no differences (<xref ref-type="bibr" rid="ref5">Butler et al., 2019</xref>). These results complicate interpreting reduced prefrontal engagement as a marker of emotion dysregulation but overall hint a PTSD-specific deficiency in reappraisal. However, when comparing trauma-exposed individuals <italic>without</italic> PTSD to healthy controls, some studies suggest that reduced frontal activation in combination with reduced negative affect (successful downregulation) may be more indicative of efficiency. More specifically, <xref ref-type="bibr" rid="ref47">Schweizer et al. (2016)</xref> reported that young adults with (vs. without) experiences of early adversity exhibited more successful downregulation in regions such as the amygdala, middle frontal, and temporal areas. Based on this pattern of reduced activity along with effective downregulation of negative emotions, the authors suggested that the early adversity group may have developed a more efficient neural network for emotion regulation, as they were used to manage emotional distress during childhood. In support of this hypothesis, <xref ref-type="bibr" rid="ref40">New et al. (2009)</xref> showed that trauma-exposed individuals without PTSD exhibited reduced reappraisal-related activity in the left superior and middle frontal gyri compared to healthy controls, while showing no group differences in self-reported affect after reappraisal trials. Similarly, another study reported reduced activity in orbitofrontal regions, but did not report between-group results on reappraisal success (<xref ref-type="bibr" rid="ref33">Mao et al., 2023</xref>). At a behavioral level, within-group analysis yielded reduced negative affect following reappraisal (vs. maintain), which is also indicative of successful regulation (<xref ref-type="bibr" rid="ref46">Rabinak et al., 2014</xref>; <xref ref-type="bibr" rid="ref5">Butler et al., 2019</xref>).</p>
<p>Overall, comparing findings on people with and without PTSD indicate that the reduced prefrontal activity during reappraisal could be a specific effect related to PTSD but not to trauma exposure in general. Correspondingly, some studies also expected changes in the amygdala activation due to the failed prefrontal down-regulation after trauma exposure. However, there were no differences in amygdala activation in trauma-exposed individuals with compared to those without PTSD (<xref ref-type="bibr" rid="ref46">Rabinak et al., 2014</xref>) or to healthy participants (<xref ref-type="bibr" rid="ref3">Bryant et al., 2021</xref>) when using whole-brain or ROI analysis.</p>
<p>In summary, studies assessing neural underpinnings of reappraisal related to trauma exposure hint that specifically PTSD appears to be associated with reduced prefrontal engagement, in the dorsolateral PFC. Although there is a growing body of research assessing reappraisal, small sample sizes, lack of reported whole-brain results or between-group contrasts still make it difficult to draw final conlusions considering other brain regions.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Suppression</title>
<p>In contrast to reappraisal, suppression targets the response directly by attempting to inhibit or prevent the full expression of the emotion but seems less effective (<xref ref-type="bibr" rid="ref15">Gross, 1998</xref>; <xref ref-type="bibr" rid="ref17">Gyurak et al., 2011</xref>). Similar to reappraisal, suppressing emotional expressions and memories engages prefrontal (e.g., dorsolateral, ventrolateral) and parietal regions (<xref ref-type="bibr" rid="ref16">Guo et al., 2018</xref>; <xref ref-type="bibr" rid="ref49">Sikka et al., 2022</xref>; see <xref ref-type="fig" rid="fig1">Figure 1</xref>). While expressive suppression has been specifically linked to reduced amygdala and insula activity, suggesting top-down control (<xref ref-type="bibr" rid="ref49">Sikka et al., 2022</xref>), memory suppression involves striatal activation, indicating inhibitory pathways (<xref ref-type="bibr" rid="ref16">Guo et al., 2018</xref>). Only few neuroimaging studies instructed participants to suppress negative emotions (<xref ref-type="bibr" rid="ref5">Butler et al., 2019</xref>; <xref ref-type="bibr" rid="ref30">Lee K. H. et al., 2021</xref>) or negative memories (<xref ref-type="bibr" rid="ref52">Sullivan et al., 2019</xref>; <xref ref-type="bibr" rid="ref51">Steward et al., 2020</xref>). Moreover, one study used instructions to suppress emotions but did not report any related results (<xref ref-type="bibr" rid="ref33">Mao et al., 2023</xref>). Given the small set of studies, results are much more inconclusive compared to reappraisal trials.</p>
<p><xref ref-type="bibr" rid="ref30">Lee K. H. et al. (2021)</xref> reported no differences in prefrontal regions using ROI or corrected whole-brain analysis. However, with small volume correction, refugees (with and without PTSD) compared to healthy controls showed stronger activation in the lateral PFC related to suppression. Hence, refugees may exert more effort to regulate negative emotions, although suppression (vs. the control condition) did not show success on reducing the intensity of negative emotions. Similarly, <xref ref-type="bibr" rid="ref5">Butler et al. (2019)</xref> reported no differences between combat-exposed individuals with and without PTSD in brain activity at the whole-brain and behavioral level.</p>
<p>Two studies used the Think-/No-Think paradigm, which assesses suppression of aversive memories rather than suppressing emotional responses. Using ROI analysis, <xref ref-type="bibr" rid="ref52">Sullivan et al. (2019)</xref> found reduced activity in the middle frontal gyrus related to general and successful memory suppression for trauma-exposed people with and without PTSD compared to controls, suggesting a general effect of trauma, not specific to PTSD. In contrast, <xref ref-type="bibr" rid="ref51">Steward et al. (2020)</xref> did not report similar findings. However, they reported that PTSD patients showed decreased parahippocampal activation during No-Think &#x003E; Baseline at the whole-brain level compared to healthy controls. Because this contrast does not show brain activity unique to suppressing (vs. thinking about) a memory, it remains unclear whether the effect is suppression-specific or merely due to general attention effects.</p>
<p>In summary, none of these studies reported robust differences between people with and without PTSD and control groups related to emotion or memory suppression. The use of different comparisons, samples (e.g., mixed group with and without PTSD vs. each group separated), and correction methods makes it difficult to aggregate these findings, calling for more research on neural correlates of suppression in trauma-exposed people with and without PTSD compared to healthy controls. Thus, it remains unclear whether potential underlying neural mechanisms of suppression, such as reduced prefrontal activation, are due to the experience of trauma in general or specific to PTSD.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Other emotion regulation strategies</title>
<p>Other explicit emotion regulation strategies have been far less studied, although on a behavioral level various maladaptive regulation strategies have been linked to PTSD, including, rumination, worry, or self-blame (<xref ref-type="bibr" rid="ref48">Seligowski et al., 2015</xref>; <xref ref-type="bibr" rid="ref21">Kaczkurkin et al., 2017</xref>). We identified one previous neuroimaging study using a rumination induction task, which showed no differences between individuals with and without adverse childhood experiences, despite differences in functional connectivity were reported (<xref ref-type="bibr" rid="ref50">Soko&#x0142;owski et al., 2022</xref>).</p>
<p>Interestingly, one set of adaptive emotion regulation strategies has been neglected altogether in the neuroscientific research of PTSD, that is acceptance and compassion. While acceptance may be described as acknowledgement of the current states without being attached, or judgmental (<xref ref-type="bibr" rid="ref36">Messina et al., 2021</xref>), compassion is defined as a caring feeling directed towards the suffering of others or to oneself (self-compassion; <xref ref-type="bibr" rid="ref39">Neff, 2003</xref>; <xref ref-type="bibr" rid="ref14">Goetz et al., 2010</xref>). When compassion is consciously evoked (e.g., through meditation) to reduce personal distress, it may be conceptualized as explicit emotion regulation (<xref ref-type="bibr" rid="ref8">Engen and Singer, 2015</xref>). Compassion for others can be a special form of adaptive interpersonal emotion regulation, as it may be used not only to reduce personal distress in social situations, but also to maintain a connection with others (<xref ref-type="bibr" rid="ref8">Engen and Singer, 2015</xref>). Since the induction of acceptance and compassion is usually associated with mindfulness-based interventions, studies already intersect with intervention research.</p>
<p>We identified one study, directly assessing compassion in people with PTSD though <italic>not</italic> as an explicit regulation strategy, but as direct emotional response towards the suffering of others, reflecting the propensity of compassion. <xref ref-type="bibr" rid="ref45">Pino et al. (2016)</xref>, reported reduced activation in the left anterior insula and left IFG in participants with PTSD compared to trauma-exposed controls during the question of how much empathic concern (compassion) they were feeling in response to pictures of people. This finding supports the idea that training of compassion might be promising target of future research.</p>
</sec>
</sec>
<sec id="sec6">
<label>3</label>
<title>Neural plasticity of explicit emotion regulation following trauma</title>
<p>Training in adaptive explicit emotion regulation is a core component of several interventions for PTSD, utilizing strategies such as reappraisal, but also acceptance and compassion as part of third-wave cognitive-behavioral therapy (<xref ref-type="bibr" rid="ref6">Ehlers and Clark, 2000</xref>; <xref ref-type="bibr" rid="ref19">Hayes and Hofmann, 2017</xref>; <xref ref-type="bibr" rid="ref23">Karatzias et al., 2023</xref>). Although some previous studies indeed examined neural predictors of treatment response (<xref ref-type="bibr" rid="ref53">Szeszko and Yehuda, 2019</xref>; <xref ref-type="bibr" rid="ref32">Manthey et al., 2021</xref>), studies including explicit emotion regulation tasks before <italic>and</italic> after treatment to examine neural plasticity are still scarce (see <xref ref-type="table" rid="tab1">Table 1</xref>). Last, the field of real-time fMRI neurofeedback has emerged as potential treatment for PTSD to promote neural plasticity related to regulation of emotion-related brain activation.</p>
<sec id="sec7">
<label>3.1</label>
<title>Exposure therapy</title>
<p><xref ref-type="bibr" rid="ref11">Fonzo et al. (2017a</xref>, <xref ref-type="bibr" rid="ref12">2017b)</xref> investigated effects of prolonged exposure therapy on emotion regulation. Using ROI analysis they found a time-by-treatment effect indicating neural plasticity of reappraisal-related activation in the left middle frontal gyrus after prolonged exposure vs. waitlist (<xref ref-type="bibr" rid="ref12">Fonzo et al., 2017b</xref>). In the same project, they did not find that reappraisal-related brain activity at baseline moderated the effect of treatment on symptom change (<xref ref-type="bibr" rid="ref11">Fonzo et al., 2017a</xref>). These findings highlight that while exposure is associated with neural plasticity underpinning reappraisal, initial reappraisal-related brain activity seems not to be a marker of who will benefit most from treatment.</p>
<p>Another project assessed reappraisal ability before and after trauma-focused exposure including one session of cognitive reframing (<xref ref-type="bibr" rid="ref3">Bryant et al., 2021</xref>; <xref ref-type="bibr" rid="ref28">Korgaonkar et al., 2023</xref>). Contrary to the results of <xref ref-type="bibr" rid="ref12">Fonzo et al. (2017b)</xref>, here reduced dorsolateral PFC activation during reappraisal from pre- to post-treatment was associated with reduced PTSD symptoms after treatment (<xref ref-type="bibr" rid="ref28">Korgaonkar et al., 2023</xref>). Contrasting the hypothesis of increased prefrontal activation, this finding could be explained by increased efficiency in down-regulating aversive emotions. However, they did not find a reappraisal-related time-by-group interaction, indicating that activity changes were not uniquely driven by the treatment.</p>
<p>In summary, these studies do show neural plasticity related to trauma-focused (exposure) therapy, but the exact mechanism remains unclear, as they observed both increased and decreased prefrontal activation. In contrast, one study combined exposure therapy with placebo or sertraline or applied medical treatment alone, but did not find significant differences between pre- and post-treatment (<xref ref-type="bibr" rid="ref20">Joshi et al., 2020</xref>).</p>
</sec>
<sec id="sec8">
<label>3.2</label>
<title>Mindfulness-based interventions</title>
<p>Mindfulness-based interventions have gained great attention for PTSD treatment (<xref ref-type="bibr" rid="ref2">Boyd et al., 2018</xref>). Yet, we could not identify studies specifically investigating neural plasticity of compassion or acceptance in trauma-exposed people applying task-based fMRI at pre- <italic>and</italic> post-treatment. We did identify one study reporting increased resting-state connectivity of the posterior cingulate cortex the with dorsolateral PFC and dorsal ACC following mindfulness-based exposure therapy (including self-compassion exercises) in combat veterans with PTSD (<xref ref-type="bibr" rid="ref26">King et al., 2016</xref>). Although resting-state connectivity is not the focus of our review, these findings provide initial evidence for emotion regulation-related neural plasticity in the context of mindfulness-based interventions in trauma-exposed individuals.</p>
</sec>
<sec id="sec9">
<label>3.3</label>
<title>Neurofeedback</title>
<p>Within the last decade, real-time fMRI neurofeedback has shown potential in treating PTSD by promoting direct neuroplasticity. Using neurofeedback, participants are asked to regulate brain activity of a region, for instance, related to emotional experience. Changes in brain activity are visually presented to participants during training runs, followed by transfer runs without visual neurofeedback to assess learning. This form of regulation is&#x2014;like explicit emotion regulation&#x2014;a volitional control of the response to an emotional stimulus. When targeting the amygdala, <xref ref-type="bibr" rid="ref41">Nicholson et al. (2017</xref>, <xref ref-type="bibr" rid="ref42">2018)</xref> reported that PTSD patients were able to downregulate amygdala activity in response to trauma-related words. This effect was sustained during transfer run, but did not increase between runs, indicating no learning. However, increased dorsolateral PFC activity between training runs suggested neuroplasticity, though this was not evident when comparing the first training and transfer run (<xref ref-type="bibr" rid="ref42">Nicholson et al., 2018</xref>). The same research group showed that participants with PTSD and healthy controls were similarly able to decrease brain activity in the posterior cingulate cortex during downregulation vs. viewing of emotional words, without group differences (<xref ref-type="bibr" rid="ref43">Nicholson et al., 2022</xref>; <xref ref-type="bibr" rid="ref31">Lieberman et al., 2023</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec10">
<label>4</label>
<title>Discussion</title>
<p>Overall, we reviewed neural underpinnings of explicit emotion regulation strategies following trauma and their neural plasticity. Based on the current body of literature, general conclusions on neural underpinnings across explicit emotion regulation strategies cannot be drawn. While reappraisal seems to be associated with a reduced activation in prefrontal brain regions specifically related to PTSD, there is still room for higher quality studies using larger samples sizes and comparing both trauma-exposed people with and without PTSD and healthy controls.</p>
<p>There are general limitations of this review. First, no study had more than 40 participants per group. Given that many fMRI tasks show poor test&#x2013;retest reliability (<xref ref-type="bibr" rid="ref7">Elliott et al., 2020</xref>), much larger sample sizes are needed to provide robust estimates. Second, different comparisons lead to different results, as contrasting trauma-exposed individuals with and without PTSD is an option, but also contrasting both groups to healthy or clinical controls. Third, PTSD itself is a heterogeneous disorder including different types and time periods of trauma experience (single vs. prolonged traumatic event, childhood vs. adulthood), which makes aggregation of results more difficult.</p>
<p>Based on this review, we identify the following challenges for future research: research could focus on strategies other than reappraisal, such as compassion, acceptance, rumination, or self-blame. Especially, the question whether there are different neural underpinnings related to different strategies would enhance our understanding of emotion dysregulation following trauma experience. For instance, in healthy participants contrasting compassion directly to reappraisal has revealed activity in the subgenual ACC, mid-insula, and ventral striatum, but not in cognitive control regions, such as the lateral PFC (<xref ref-type="bibr" rid="ref8">Engen and Singer, 2015</xref>). These distinct neural pathways support the idea that compassion and reappraisal target different aspects of emotion regulation. While reappraisal seems to focus on the antecedent trigger decreasing negative affect, compassion generates positive affect (<xref ref-type="bibr" rid="ref8">Engen and Singer, 2015</xref>). Notably, explicit emotion regulation is much more than the mere use of a given strategy. The investigation of emotion regulation flexibility, strategy preference, context and goal dependencies could enhance current research and contribute to our general understanding of emotion regulation. Moreover, studies should assess how specific symptoms, symptom clusters, and situational variation may relate to emotion dysregulation on a neural level.</p>
<p>On the intervention research side, there have been promising projects assessing neural correlates of emotion regulation before and after treatment, and others demonstrating the potential of real-time fMRI neurofeedback. However, inconsistent findings related to trauma-focused exposure and lack of learning effects leave room for research. Finally, a general lack of evidence on the neural plasticity of emotion regulation through psychotherapeutic interventions and specifically through mindfulness-based trainings calls for further investigation, as the long-term training of acceptance and compassion could be a promising complement to reappraisal training.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec11">
<title>Author contributions</title>
<p>AK: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AM: Supervision, Writing &#x2013; review &#x0026; editing. ST: Supervision, Writing &#x2013; review &#x0026; editing. PK: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec12">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the German Research Foundation (KA 4412/9-1) and the project &#x201C;Neural mechanisms of trauma-related psychopathology in high-risk populations: A multi-method and prospective investigation into the roles of social-affective and social-cognitive processes&#x201D; funded by European Union&#x2014;NextGenerationEU and the Romanian Government, under National Recovery and Resilience Plan for Romania, contract no. 760246/28.12.2023/28.12.2023, code PNRR-III-C9-2023-I8-CF103/31.07.2023, through the Romanian Ministry of Research, Innovation and Digitalization, within Component 9, Investment I8.</p>
</sec>
<ack>
<p>We thank Nina Wolf and Farida Zeynalli for their assistance in reviewing and checking the literature.</p>
</ack>
<sec sec-type="COI-statement" id="sec13">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec14">
<title>Generative AI statement</title>
<p>The author(s) declare that Gen AI was used in the creation of this manuscript. GPT-4o was used for language editing and to make suggestions for shortening the manuscript. All suggestions were carefully reviewed and revised.</p>
</sec>
<sec sec-type="disclaimer" id="sec15">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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