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<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2024.1488841</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Using lifestyle interventions and the gut microbiota to improve PTSD symptoms</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Sugden</surname> <given-names>Steven G.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2577169/overview"/>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Merlo</surname> <given-names>Gia</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn0002"><sup>&#x2020;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Psychiatry, Spencer Fox Eccles School of Medicine, University of Utah</institution>, <addr-line>Salt Lake City, UT</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Psychiatry, NYU Grossman School of Medicine</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country></aff>
<author-notes>
<fn id="fn0003" fn-type="edited-by"><p>Edited by: Robin Michelle Voigt, Rush University, United States</p></fn>
<fn id="fn0004" fn-type="edited-by"><p>Reviewed by: Valentina Caputi, University College Cork, Ireland</p>
<p>Erica Checko, United States Department of Veterans Affairs, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Gia Merlo, <email>Gia.Merlo@nyulangone.org</email></corresp>
<fn fn-type="other" id="fn0001"><p><sup>&#x2020;</sup>ORCID: Steven G. Sugden, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-2255-9804">https://orcid.org/0000-0002-2255-9804</ext-link></p></fn>
<fn fn-type="other" id="fn0002"><p>Gia Merlo, <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-7209-5403">https://orcid.org/0000-0002-7209-5403</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1488841</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Sugden and Merlo.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Sugden and Merlo</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>Posttraumatic stress disorder is part of a spectrum of psychological symptoms that are frequently linked with a single defining traumatic experience. Symptoms can vary over the lifespan in intensity based on additional life stressors, individual stability, and connectedness to purpose. Historically, treatment has centered on psychotropic agents and individual and group therapy to increase the individual&#x2019;s window of tolerance, improve emotional dysregulation, and strengthen relationships. Unfortunately, there is a growing segment of individuals with posttraumatic stress disorder who do not respond to these traditional treatments, perhaps because they do not address the multidirectional relationships between chronic cortisol, changes in the brain gut microbiota system, neuroinflammation, and posttraumatic symptoms. We will review the literature and explain how trauma impacts the neuroendocrine and neuroimmunology within the brain, how these processes influence the brain gut microbiota system, and provide a mechanism for the development of posttraumatic stress disorder symptoms. Finally, we will show how the lifestyle psychiatry model provides symptom amelioration.</p>
</abstract>
<kwd-group>
<kwd>brain gut microbiota system</kwd>
<kwd>neuroplasticity</kwd>
<kwd>mental health</kwd>
<kwd>posttraumatic stress disorder</kwd>
<kwd>PTSD</kwd>
<kwd>window of tolerance</kwd>
<kwd>lifestyle psychiatry</kwd>
<kwd>neuroinflammation</kwd>
</kwd-group>
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<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="155"/>
<page-count count="10"/>
<word-count count="10677"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Gut-Brain Axis</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 importance of the brain gut microbiota system (BGM) in mental health is being progressively recognized as a linking factor in mental and brain health. The multidirectional relationship between the brain, gut, and gut microbiota along the BGM system affects nutrient absorption and utilization. It substantially influences cognitive processes, mood regulation, neuroplasticity, and other mental and brain health indices (<xref ref-type="bibr" rid="ref85">Merlo et al., 2024</xref>). Similarly, many chronic mental illnesses that increase the inflammatory process may promote dysbiosis, which impairs the gut microbiota function and nutrient absorption and, in turn, further worsens mental and brain health (<xref ref-type="bibr" rid="ref19">Capuco et al., 2020</xref>; <xref ref-type="bibr" rid="ref11">Berding et al., 2021</xref>). Emerging evidence links posttraumatic stress disorder symptoms to gut dysbiosis.</p>
<p>Posttraumatic stress disorder (PTSD) is part of a spectrum of psychological symptoms that is frequently linked with a single defining traumatic experience. More precisely, trauma is a complex phenomenon that manifests in varying degrees of intensity and impairment for individuals and communities who experience it. Symptoms can vary over the lifespan in intensity based on additional life stressors, individual stability, and connectedness to purpose. Particularly vulnerable populations that are at risk of developing pervasive PTSD symptoms include children (<xref ref-type="bibr" rid="ref10">Benjet et al., 2016</xref>), healthcare workers (<xref ref-type="bibr" rid="ref128">Sun et al., 2021</xref>), people of color, veterans (<xref ref-type="bibr" rid="ref82">McClendon et al., 2020</xref>), and those who experience mental health (<xref ref-type="bibr" rid="ref62">Howgego et al., 2005</xref>), housing insecurity (<xref ref-type="bibr" rid="ref4">Ayano et al., 2020</xref>), poverty (<xref ref-type="bibr" rid="ref81">Mayo et al., 2022</xref>), and substance use (<xref ref-type="bibr" rid="ref91">Najavits et al., 2020</xref>).</p>
<p>Individuals with PTSD experience higher rates of medical comorbidities, including metabolic syndrome, obesity, hypertension, Type II diabetes Mellitus, and cardiovascular disease. They also report higher rates of substance use (<xref ref-type="bibr" rid="ref27">Cottler et al., 1992</xref>), which leads to more complicated treatment outcomes (<xref ref-type="bibr" rid="ref43">Flanagan et al., 2016</xref>). Additionally, 20 to 30% of non-veterans with PTSD report comorbid chronic pain whereas 49&#x2013;80% of U.S. Veterans with PTSD report chronic pain. Both populations are significantly higher than the reported general prevalence of chronic pain, 12% in women and 6% in men (<xref ref-type="bibr" rid="ref41">Fishbain et al., 2017</xref>). Of note, individuals with PTSD and chronic pain have an odds ratio of 4.79 (95% Cl 1.81&#x2013;12.69) of ever attempting suicide (<xref ref-type="bibr" rid="ref105">Reed 2nd et al., 2024</xref>). Using 2018 data, experts calculated the total excess economic burden of PTSD in the U.S. was estimated at $232.2 billion annually ($19,630 annually per individual with PTSD) (<xref ref-type="bibr" rid="ref32">Davis et al., 2022</xref>). As such, many experts declare trauma and the development of PTSD as a public health priority (<xref ref-type="bibr" rid="ref144">Watson, 2019</xref>; <xref ref-type="bibr" rid="ref75">Magruder et al., 2017</xref>).</p>
<p>Historically, treatment has centered on psychotropic agents and individual and group therapy (<xref ref-type="bibr" rid="ref131">Thakur et al., 2022</xref>; <xref ref-type="bibr" rid="ref7">Bandelow et al., 2023</xref>) to increase the individual&#x2019;s &#x201C;window of tolerance&#x201D; (<xref ref-type="bibr" rid="ref26">Corrigan et al., 2011</xref>), improve emotional dysregulation (<xref ref-type="bibr" rid="ref137">van der Kolk et al., 1994</xref>), and strengthen relationships (<xref ref-type="bibr" rid="ref73">Long, 2022</xref>). Unfortunately, there is a growing segment of individuals with PTSD who do not respond to these traditional treatments (<xref ref-type="bibr" rid="ref12">Bisson et al., 2020</xref>). The rates of suicide are also higher for those with PTSD than for those with mental illness or the general public (<xref ref-type="bibr" rid="ref22">Chou et al., 2020</xref>). We will review the literature and explain how trauma impacts the neuroendocrine and neuroimmunology within the brain, how these processes influence the GMB system, and provide a mechanism for the development of PTSD symptoms. Finally, we will show how the lifestyle psychiatry model provides symptom amelioration.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>PTSD and other symptomatic traumas</title>
<p>The Diagnostic and Statistic Manual of Mental Illness, fifth edition, text revision (DSM-5-TR) identifies the central feature of PTSD as the exposure to an actual death, serious injury, or sexual violence either directly, through witnessing, or through learning about the event. These events may be caused by nature (e.g., natural disasters) or caused by others (e.g., accidents, catastrophes, intentional acts, etc.) (<xref ref-type="bibr" rid="ref132">TIP 57, 2024</xref>). The diagnostic challenge has centered on classifying what constitutes an exposure, whether it can be a series of exposures, and how it impacts neuroplasticity and the development of symptoms (<xref ref-type="bibr" rid="ref25">Condon et al., 2023</xref>).</p>
<sec id="sec3">
<label>2.1</label>
<title>Impact on the brain gut microbiota system</title>
<p>There are growing lines of evidence connecting the BGM system and PTSD-related symptoms. Gut dysbiosis develops when there is an unhealthy change in gut bacteria, which alters gut health function. Meta-analyses have shown significantly lower concentrations of healthy microbes (i.e., <italic>Actinobacteria, Lentisphaerae</italic>, and <italic>Verrucomicrobia</italic>) (<xref ref-type="bibr" rid="ref100">Petakh et al., 2024</xref>; <xref ref-type="bibr" rid="ref57">Hemmings et al., 2017</xref>) and higher concentrations in unhealthy microbes (i.e., <italic>Enterococcus, Escherichia</italic>, and <italic>Shigella</italic>) (<xref ref-type="bibr" rid="ref57">Hemmings et al., 2017</xref>) in individuals with PTSD. These changes may be the result of chronic stress and response to cortisol (<xref ref-type="bibr" rid="ref130">Tetel et al., 2018</xref>) and stress hormones or inflammatory pathways, or the changes may occur due to the activation of pre-existing epigenetic factors within the gut (<xref ref-type="bibr" rid="ref56">He et al., 2024</xref>). Additionally, individuals with significant dysbiosis experience more severe traumatic symptomatology (<xref ref-type="bibr" rid="ref57">Hemmings et al., 2017</xref>).</p>
<sec id="sec4">
<label>2.1.1</label>
<title>Neuroinflammation pathway</title>
<p>Dysbiosis of the gut microbiota leads to further dysregulation within the neuroinflammation or neuroendocrine pathways, which in turn impacts mental health domains (<xref ref-type="bibr" rid="ref85">Merlo et al., 2024</xref>). The growth of <italic>Enterobacteriaceae</italic>, especially <italic>Escherichia, Shigella, Proteus</italic>, and <italic>Klebsiella</italic>, can increase gut levels of enterotoxin (<xref ref-type="bibr" rid="ref34">Dicks, 2022</xref>). Additionally, they can release lipopolysaccharide (LPS) from their own cells, which may impair gut-associated lymphoid tissue (GALT), which includes the multi-follicular Peyer&#x2019;s patches of the ileum, the numerous isolated lymphoid follicles (ILF) distributed along the length of the intestine, and the vermiform appendix (<xref ref-type="bibr" rid="ref89">M&#x00F6;rbe et al., 2021</xref>). LPS also increases blood&#x2013;brain barrier permeability to inflammatory markers, altering the microglia of the CNS as it promotes gliosis, neuronal damage (<xref ref-type="bibr" rid="ref152">Yu L. W. et al., 2022</xref>), and depletion of neurotrophic growth factors like brain-derived neurotrophic factor (BDNF) (<xref ref-type="bibr" rid="ref17">Calcia et al., 2016</xref>).</p>
</sec>
<sec id="sec5">
<label>2.1.2</label>
<title>Neuroendocrine pathway</title>
<p>Furthermore, LPS has been shown to activate the hypothalamic pituitary adrenal axis (HPA) (<xref ref-type="bibr" rid="ref38">Farzi et al., 2018</xref>). There is a growing body of literature showing how gut microbiota affects neurotransmitters that function as hormones. Serotonin is derived from the essential amino acid tryptophan, which gets absorbed within the kynurenine pathway (<xref ref-type="bibr" rid="ref61">Horn et al., 2022</xref>) and regulated within the gut (<xref ref-type="bibr" rid="ref8">Barber et al., 2021</xref>; <xref ref-type="bibr" rid="ref111">Rusch et al., 2023</xref>). <italic>Enterobacteriaceae</italic> are histamine-producing bacteria (<xref ref-type="bibr" rid="ref90">Mou et al., 2021</xref>), and excess histamine is linked with visceral gut hypersensitivity, increased gut permeability, and altered gut motility (<xref ref-type="bibr" rid="ref140">Vanuytsel et al., 2023</xref>). <italic>Enterobacteriaceae</italic> also promotes the conversion of dopamine from tyrosine, making it more abundant for dopamine-mediated networks, like the reward pathway (<xref ref-type="bibr" rid="ref55">Hamamah et al., 2022</xref>). Additionally, individuals with dysbiosis struggle to ferment complex carbohydrates into short-chain fatty acids (SCFAs) that are able to downregulate the production of dopamine (<xref ref-type="bibr" rid="ref55">Hamamah et al., 2022</xref>).</p>
</sec>
</sec>
<sec id="sec6">
<label>2.2</label>
<title>Development/neuropathology</title>
<p>Central to developing neuropathology sequela is activating the individual&#x2019;s sympathetic nervous system via the HPA axis. In a non-stress environment, cortisol is released by the adrenal glands within a predictable circadian rhythm, typically with spikes at the time of arousal (<xref ref-type="bibr" rid="ref33">Dedovic et al., 2009</xref>). The low-dose cortisol aids in recovery and daily repair within the cerebrum. Cortisol is self-regulated via a negative feedback loop within the central nervous system, particularly the HPA. Within the limbic system, the amygdala (AG) and, to a lesser degree, the hippocampus (HC) and medial prefrontal cortex (mPFC) constantly monitor the individual&#x2019;s environment in a process known as neuroception. If a threat or a perceived threat is detected, the limbic system activates the HPA, and cortisol, epinephrine, and norepinephrine are released via the sympathetic response, which enables the individual to &#x201C;fight or flight&#x201D; as needed. The sympathetic activation allows for increased focus and increased reflexive behaviors (<xref ref-type="bibr" rid="ref33">Dedovic et al., 2009</xref>). The acute sympathetic response also inhibits the release of dopamine from the nucleus accumbens (NA) (<xref ref-type="bibr" rid="ref6">Baik, 2020</xref>). Once the threat has passed, the HPA down-regulates the stress response, and the individual returns to their baseline (<xref ref-type="bibr" rid="ref33">Dedovic et al., 2009</xref>). Neuropeptide Y (NPY) may play a role in downregulating norepinephrine within this response (<xref ref-type="bibr" rid="ref118">Scioli-Salter et al., 2015</xref>).</p>
<p>In situations of significant trauma, complex trauma, and recurring or reactivating triggering trauma, the HPA is unable to down-regulate the acute release of cortisol. The heightened epinephrine and norepinephrine levels within the prefrontal cortex (PFC) reduce cognitive abilities (<xref ref-type="bibr" rid="ref2">Arnsten, 2015</xref>) and may be linked with PFC atrophy in veteran populations with persistent symptomatology (<xref ref-type="bibr" rid="ref20">Cardenas et al., 2011</xref>). Interestingly, NPY baseline levels are lower in individuals with chronic trauma (<xref ref-type="bibr" rid="ref118">Scioli-Salter et al., 2015</xref>). Additionally, HC volume is inversely related to chronic cortisol exposure, which may explain further memory difficulties, especially as longitudinal studies within veteran populations showed a decline in facial recognition (<xref ref-type="bibr" rid="ref114">Samuelson et al., 2009</xref>) and verbal ability (<xref ref-type="bibr" rid="ref20">Cardenas et al., 2011</xref>).</p>
<p>Heightened cortisol also leads to heightened AG activations, which may heighten the neuroception role of the AG, explaining the hyper-vigilant symptoms frequently associated with PTSD (<xref ref-type="bibr" rid="ref33">Dedovic et al., 2009</xref>). Finally, an additional aspect of the chronic trauma response is its activation of the parasympathetic nervous system (<xref ref-type="bibr" rid="ref103">Porges, 2021</xref>), which contributes to the &#x201C;freeze&#x201D; or &#x201C;fawning&#x201D; symptoms that are frequently experienced. In 1999, Psychiatrist Daniel Spiegel coined the phrase &#x201C;window of tolerance&#x201D; to describe the zone of euthymia between the sympathetic and parasympathetic states and postulated how symptomatic relief from PTSD would be achieved by further opening the window of tolerance zone (<xref ref-type="bibr" rid="ref123">Siegel, 1999</xref>).</p>
<p>Another aspect of the trauma response is the activation of the inflammatory response, as seen in the elevated levels of c-reactive protein, interferon-gamma, interleukin 6, interleukin 1 beta, and tumor necrosis factor-alpha. These pro-inflammatory proteins are able to pass through the blood&#x2013;brain-barrier, impact glial cells, and initiate the neuroinflammatory response through the activation of cytokines and prostaglandins (<xref ref-type="bibr" rid="ref151">Yirmiya and Goshen, 2011</xref>). Chronic elevated cortisol also impacts the NA. Instead of suppressing dopamine, which happens in the acute response, the NA responds to chronic cortisol by stimulating the release of dopamine (<xref ref-type="bibr" rid="ref6">Baik, 2020</xref>). Apart from hijacking the reward pathway (<xref ref-type="bibr" rid="ref142">Volkow et al., 2019</xref>), chronic dopamine release further promotes neuroinflammation (<xref ref-type="bibr" rid="ref126">Sugden et al., 2024a</xref>).</p>
<p>NPY has become a potential target of interest. When present, NPY has been shown to reduce amygdala reactivity to pain by decreasing the emotional and behavioral associated responses (<xref ref-type="bibr" rid="ref118">Scioli-Salter et al., 2015</xref>). Similarly, lower concentrations of NPY have been associated with worsening PTSD-related symptoms (<xref ref-type="bibr" rid="ref117">Scioli et al., 2020</xref>). The dorsal anterior cingulate cortex (dACC) is another circuit of interest as it has been shown to be integral in processing both physical and social pain (<xref ref-type="bibr" rid="ref36">Eisenberger, 2012</xref>). The dACC provides sensory input to the amygdala and plays an important role in emotional salience (<xref ref-type="bibr" rid="ref120">Selemon et al., 2019</xref>). Individuals with PTSD have heightened activity in the dACC and along the pathways connecting to the amygdala (<xref ref-type="bibr" rid="ref120">Selemon et al., 2019</xref>).</p>
</sec>
<sec id="sec7">
<label>2.3</label>
<title>Development of symptoms</title>
<p>This section provides an overview of the processes of memories and their relationship to symptom formation, highlighting pertinent definitions. Explicit memory is the conscious recollection of facts or experiences. Working or procedural memory centers on the ability to carry out tasks in a certain predictable manner. Implicit memory is a form of long-term memory that allows an individual to perform a task without recalling the experience.</p>
<p>Van Der Kolk et al. have proposed that, as a result of repeated traumatic events, the hippocampus fails to process the traumatic event as an explicit memory and instead records it as an implicit memory (<xref ref-type="bibr" rid="ref136">Van Der Kolk et al., 1997</xref>). Additionally, Leuthi et al. evaluated healthy controls&#x2019; ability to process memory and noted that negative stimuli were highly disruptive for working memory processing (<xref ref-type="bibr" rid="ref74">Luethi et al., 2009</xref>). As mentioned, one of the roles of the AG is neuroception, which detects threats or fear-promoting activities (<xref ref-type="bibr" rid="ref123">Siegel, 1999</xref>) and re-activates the trauma pathway once the threat is detected (<xref ref-type="bibr" rid="ref115">Sasmita et al., 2018</xref>). In a classic conditioning response, individuals react to these fear-perceiving moments, oftentimes unaware of their reaction, which is centered in their implicit memory. The patterns protect the individual from encountering the same fear response (<xref ref-type="bibr" rid="ref71">LeDoux, 2000</xref>).</p>
<p>As a result, individuals experience the trifecta of abnormal learning conditions, affective dysregulation, and altered cognitive cues of social circumstances via classically conditioned responses (<xref ref-type="bibr" rid="ref33">Dedovic et al., 2009</xref>; <xref ref-type="bibr" rid="ref59">Herman, 2008</xref>). Thus, flashbacks and hypervigilance keep the individual on guard; depression, despair, and hopelessness help the individual to be seen but not heard; fear restricts relationships and the freedom to act; and shame pushes the individual into invisibility (<xref ref-type="bibr" rid="ref42">Fisher, 2021</xref>). Each symptom represents how the brain and body adapt to a chronic threat condition (<xref ref-type="bibr" rid="ref138">van der Kolk et al., 1996</xref>).</p>
</sec>
</sec>
<sec id="sec8">
<label>3</label>
<title>Lifestyle interventions</title>
<p>Lifestyle psychiatry provides a unique, evidence-based lens for the treatment of mental health disorders like PTSD. Lifestyle psychiatry organizes evidence into six pillars: nutrition, physical activity, restorative sleep, stress management, connectedness, and avoidance of toxic exposures. These pillars can further be modified by social determinants of health and individual personality factors (not to be confused with personality disorders) (<xref ref-type="bibr" rid="ref86">Merlo and Fagundes, 2023</xref>). Many medical societies have adopted lifestyle interventions as first-line and/or adjunct for chronic medical conditions such as diabetes, hypertension, heart disease, and cancer due to their effectiveness in ameliorating the effects of chronic inflammation (<xref ref-type="bibr" rid="ref99">Parkinson et al., 2023</xref>), which is also a significant pathway in mental illness, particularly PTSD (<xref ref-type="bibr" rid="ref72">Lee et al., 2022</xref>). Additionally, lifestyle interventions promote positive neuroplasticity (<xref ref-type="bibr" rid="ref126">Sugden et al., 2024a</xref>), strengthen the BGM system (<xref ref-type="bibr" rid="ref18">Campaniello et al., 2022</xref>), decrease the impacts of neuroinflammation, and increase the window of tolerance.</p>
<sec id="sec9">
<label>3.1</label>
<title>Nutrition</title>
<p>After reviewing the Nurses&#x2019; Health Study II Data from 51,965 women, Kim et al. noted that individuals with mild to moderate and severe PTSD symptoms did not show improvement in their diet quality over 20&#x2009;years as measured by Alternative Healthy Eating Index-2010 compared to women who did not experience PTSD symptoms. Interestingly, those who experienced trauma during the 20-year study were more likely to adopt the eating patterns of the severe symptom PTSD group (<xref ref-type="bibr" rid="ref67">Kim et al., 2021</xref>). Additionally, the authors noted that individuals with PTSD consumed less amounts of healthy flavonoids (<xref ref-type="bibr" rid="ref67">Kim et al., 2021</xref>). In a systematic review by van den Berk-Clark et al., the authors compiled 19 studies of over 1.6 million participants and noted a higher rate of obesity within the population from veteran and population samples with PTSD compared to individuals who were not diagnosed with PTSD. Additionally, they calculated an odds ratio of 1.25 (95% CL: 1.20&#x2013;1.30), showing significant patterns in food consumption between the two groups, with those diagnosed with PTSD most likely to consume fast food (<xref ref-type="bibr" rid="ref135">van den Berk-Clark et al., 2018</xref>). Fast food, as well as other ultra-processed foods, increase the inflammatory process within the gut (<xref ref-type="bibr" rid="ref133">Tristan Asensi et al., 2023</xref>) and may promote neuroinflammation as well (<xref ref-type="bibr" rid="ref40">Firth et al., 2019</xref>).</p>
<p>A key component of ultra-process-rich food is its lack of dietary fiber. Diets rich in dietary fibers promote certain types of healthy bacteria (i.e., <italic>Bifidobacterium, Lactobacillus, Lachnospiraceae, Blautia, Coprococcus, Roseburia</italic>, and <italic>Faecalibacterium</italic>), which are able to break down complex carbohydrates into SCFA, via fermentation (<xref ref-type="bibr" rid="ref125">So et al., 2018</xref>). The SCFAs (e.g., acetate, propionate, and butyrate) (<xref ref-type="bibr" rid="ref11">Berding et al., 2021</xref>) have a wide range of host activities, including metabolism, cell differentiation, gene regulation (<xref ref-type="bibr" rid="ref11">Berding et al., 2021</xref>; <xref ref-type="bibr" rid="ref77">Martin-Gallausiaux et al., 2021</xref>), and regulating anti-inflammatory and pro-inflammatory cytokines (<xref ref-type="bibr" rid="ref79">Maslowski et al., 2009</xref>). Within the gut, SCFAs strengthen the epithelial barrier functions, maintain an environment favorable for commensal bacteria, and inhibit pathogen growth (<xref ref-type="bibr" rid="ref77">Martin-Gallausiaux et al., 2021</xref>).</p>
<p>The most robust data shows an improvement in mental health symptoms with adopting a whole-food, plant-based diet, which contains dietary fiber. Jacka et al. were one of the first to conduct a randomized control study in which patients were encouraged to limit their consumption of ultra-processed food. Not only did participants show an overall improvement in depression symptoms, the authors calculated the number needed to treat (NNT) was 4.1 (<xref ref-type="bibr" rid="ref63">Jacka et al., 2017</xref>). The authors also revealed that the whole-food, plant-based diet was more cost-effective than a typical diet for participants (<xref ref-type="bibr" rid="ref21">Chatterton et al., 2018</xref>). There have been two recent feasibility studies showing an improvement in PTSD symptoms. Herbert et al. identified ten U.S. veterans with PTSD and chronic pain who were given 2-weeks of plant-based meals high in dietary fiber, followed by 2-weeks of a regular diet. The veterans reported improvement in both chronic pain and PTSD symptoms (<xref ref-type="bibr" rid="ref58">Herbert et al., 2023</xref>). Arcan et al. studied responders from the World Trade Center disaster. Responders either received nutritional counseling or help to adopt a Mediterranean diet. Those with the Mediterranean diet showed a greater change in the Posttraumatic Check List-DSM 5 (PCL-5) (<xref ref-type="bibr" rid="ref1">Arcan et al., 2023</xref>).</p>
</sec>
<sec id="sec10">
<label>3.2</label>
<title>Physical activity</title>
<p>There is less data regarding the amount of exercise in individuals with PTSD. Data from the U.S. Department and Human Services indicate that 20&#x2013;23% of men and 16&#x2013;20% of women meet the national standards of cardiac exercise (150&#x2009;min of light to moderate/week) and weight training (2 sessions/week) (<xref ref-type="bibr" rid="ref134">U.S. Department of Health &#x0026; Human Services, 2018</xref>). Review articles that look at the benefits of exercise infer that the amount of exercise in the PTSD population is less than that of the average population (<xref ref-type="bibr" rid="ref135">van den Berk-Clark et al., 2018</xref>; <xref ref-type="bibr" rid="ref54">Hall et al., 2015</xref>).</p>
<p>Multiple reviews and meta-analyses have started examining the benefits of exercise and the kind of exercise that improves PTSD-related symptoms. Rosenbaum et al. conducted a meta-analysis of non-veteran subjects engaging in combined physical activity showed a significant improvement in their PTSD symptoms (hedges <italic>g</italic> =&#x2009;&#x2212;0.35, 95% CI: &#x2212;0.63 to &#x2212;0.07, <italic>p</italic> =&#x2009;0.02) (<xref ref-type="bibr" rid="ref109">Rosenbaum et al., 2015</xref>). Similarly, Whitworth and Ciccolo focused on 13 studies of U.S. Veterans that combined multiple forms of exercise (aerobic, stretching (e.g., yoga)) and noted that PTSD symptoms were inversely related to the amount of total exercise time (<xref ref-type="bibr" rid="ref147">Whitworth and Ciccolo, 2016</xref>). Bryant et al. randomized brief aerobic exercise to PTSD therapy and reported an improvement in CAP-2 scores 6&#x2009;months later (<xref ref-type="bibr" rid="ref16">Bryant et al., 2023</xref>).</p>
<p>Yu et al. showed in their meta-analysis of 11 studies of 573 individuals with PTSD that PTSD-related symptoms improved significantly with yoga (stretching exercises) and multi-modal exercise (the combination of aerobic and stretching and/or resistant training) (<xref ref-type="bibr" rid="ref153">Yu Q. et al., 2022</xref>). Jadhakhad et al. evaluated 13 studies from 4 countries involving 531 patients and showed the patients had the most significant improvement in their symptoms when they exercised between 30 and 60&#x2009;min, three times a day, in multi-modal exercises (<xref ref-type="bibr" rid="ref64">Jadhakhan et al., 2022</xref>). Zaccari et al. showed a decrease in cortisol saliva following a 10-week yoga training session in a pilot study with 27 veterans (<xref ref-type="bibr" rid="ref154">Zaccari et al., 2020</xref>). Aerobic exercise increases the release of neurotrophic factors (i.e., BDNF and serotonin), improves mitochondrial energy utilization, and decreases neuroinflammation by modulating microglial activity and by reducing the release of adipose IL-6 (<xref ref-type="bibr" rid="ref126">Sugden et al., 2024a</xref>). Cardiorespiratory fitness has also been shown to elevate plasma NPY levels (<xref ref-type="bibr" rid="ref119">Scioli-Salter et al., 2016</xref>), decrease chronic pain, and improve affective dysregulation (<xref ref-type="bibr" rid="ref117">Scioli et al., 2020</xref>).</p>
<p>Although not specific to individuals with PTSD, physical activity has been shown to change the composition from unhealthy bacteria (i.e., <italic>Bacteroides</italic>) that lead to dysbiosis to <italic>Roseburia, Lachnospira, Lachnospriaceae, Clostridiales</italic>, and <italic>Faecalibacterium</italic>. These bacteria absorb fiber, produce SCFAs, and improve cardiometabolic fitness (<xref ref-type="bibr" rid="ref3">Aya et al., 2021</xref>).</p>
</sec>
<sec id="sec11">
<label>3.3</label>
<title>Restorative sleep</title>
<p>A consistent feature of PTSD is poor sleep, frequently made worse by the presence of nightmares (<xref ref-type="bibr" rid="ref121">Shalev et al., 2017</xref>). There is also a correlation between the U.S. Veteran population with PTSD and the development of obstructive sleep apnea (<xref ref-type="bibr" rid="ref24">Colvonen et al., 2015</xref>). Interestingly, U.S. Veterans who rated their sleep as poor to fair over 7&#x2009;years were 60% more likely to develop the diagnosis of PTSD (<xref ref-type="bibr" rid="ref24">Colvonen et al., 2015</xref>). Likewise, individuals with obstructive sleep apnea have a higher likelihood of developing dysbiosis (<xref ref-type="bibr" rid="ref69">Ko et al., 2019</xref>; <xref ref-type="bibr" rid="ref92">Neroni et al., 2021</xref>). Additionally, though not unique to individuals with PTSD, individuals with poor sleep have higher rates of impulsivity, leading to a higher consumption of ultra-processed foods or substance use (<xref ref-type="bibr" rid="ref53">Guo et al., 2023</xref>; <xref ref-type="bibr" rid="ref146">Whatnall et al., 2021</xref>).</p>
<p>Sleep quality improves with increased connectedness, increased exercise, and mindfulness practice (<xref ref-type="bibr" rid="ref127">Sugden et al., 2024b</xref>). In addition to being the first-line therapy for insomnia (<xref ref-type="bibr" rid="ref108">Riemann et al., 2017</xref>; <xref ref-type="bibr" rid="ref104">Qaseem et al., 2016</xref>), cognitive behavioral therapy insomnia (CBT-i) is emerging as an effective tool for PTSD. In a randomized clinical trial, Talbot et al. showed a six-month improvement in sleep quality in 45 patients (<xref ref-type="bibr" rid="ref129">Talbot et al., 2014</xref>). In a larger study of 110 individuals with PTSD, Pigeon et al. also showed improved sleep quality over 20&#x2009;weeks (<xref ref-type="bibr" rid="ref102">Pigeon et al., 2022</xref>). Ho et al., in their meta-analysis of 11 randomized control studies, showed that CBT-i was effective in improving PTSD-related sleep disorders, and it was a feasible treatment; nevertheless, the authors called for additional studies (<xref ref-type="bibr" rid="ref60">Ho et al., 2016</xref>).</p>
</sec>
<sec id="sec12">
<label>3.4</label>
<title>Stress management</title>
<p>Hypervigilance is another key feature of PTSD (<xref ref-type="bibr" rid="ref121">Shalev et al., 2017</xref>) and is the clinical manifestation of neuroception and chronic HPA activation. In addition to the co-morbid mental health symptoms, the chronic cortisol state confers a 50% increased likelihood of developing cardiovascular disease (<xref ref-type="bibr" rid="ref23">Cohen et al., 2015</xref>). Frontline healthcare providers who experienced trauma-related events demonstrated a higher likelihood of developing dysbiosis that persisted for over 6&#x2009;months (<xref ref-type="bibr" rid="ref48">Gao et al., 2022</xref>).</p>
<p>Distress tolerance is the ability to tolerate stress and negative emotions, and this skill has been at the core of psychotherapies used to help improve core symptoms. They are particularly valuable in providing a counter-narrative to the cognitive dissonance the individual oftentimes creates as a means to survive. In 2023, the revised Departments of Veterans Affairs and Defense (VA/DoD) <italic>Clinical Practice Guideline (CPG) for Posttraumatic Stress Disorder</italic> recommended Prolonged Exposure (PE), Cognitive Processing Therapy (CPT), and Eye Movement Desensitization and Reprocessing (EMDR) (<xref ref-type="bibr" rid="ref97">Overview of Psychotherapy for PTSD, 2024</xref>). Additionally, Dialectical Behavioral Therapy (DBT) has shown superiority over CPT in women with complex trauma (<xref ref-type="bibr" rid="ref13">Bohus et al., 2020</xref>). Sensorimotor therapies may also be helpful in improving dissociative or fawning symptoms commonly experienced in PTSD (<xref ref-type="bibr" rid="ref95">Ogden and Minton, 2000</xref>; <xref ref-type="bibr" rid="ref96">Ogden et al., 2006</xref>).</p>
<p>Metacognitive therapies like mindfulness, meditation, yoga, and Mindfulness-Based Cognitive Therapy (MBCT) have also been shown to improve executive cognitive decision-making (<xref ref-type="bibr" rid="ref14">Boyd et al., 2018</xref>). These metacognitive practices decrease chronic cortisol&#x2019;s effects by working in a top-down approach, increasing the function of the parietal lobe, posterior and anterior cingulate cortex, and the PFC (<xref ref-type="bibr" rid="ref49">Garland and Howard, 2018</xref>). Additionally, mindfulness practices help improve sleep quality and can improve personal and community connections (<xref ref-type="bibr" rid="ref29">Dahl and Davidson, 2019</xref>); however, some experts warn that those who struggle with managing distress tolerance may also struggle with developing a mindfulness practice (<xref ref-type="bibr" rid="ref45">Follette et al., 2015</xref>). Ehlers and Clark proposed that PTSD-related symptoms develop and are maintained by the individual&#x2019;s perceived levels of threat and shame (<xref ref-type="bibr" rid="ref35">Ehlers and Clark, 2000</xref>). Conversely, self-compassion is a healthy, alternative response to trauma as it may ameliorate PTSD-related symptoms (<xref ref-type="bibr" rid="ref51">Germer and Neff, 2015</xref>). Winders et al. showed in their review that increased self-compassion was associated with reduced trauma-related symptoms (<xref ref-type="bibr" rid="ref148">Winders et al., 2020</xref>). Mindfulness based activities have also shown to improve stress-induced dysbiosis (<xref ref-type="bibr" rid="ref31">Das et al., 2023</xref>).</p>
</sec>
<sec id="sec13">
<label>3.5</label>
<title>Connectedness</title>
<p>Emotional numbing has been shown to be an early predictor of PTSD symptom severity (<xref ref-type="bibr" rid="ref39">Feeny et al., 2000</xref>), which seems to compromise emotional development, as described by <xref ref-type="bibr" rid="ref149">Winnicott (1958)</xref>. There tends to be a steady rise in loneliness, which is an antithesis to the ability to be alone: &#x201C;with cycles of reinforcement learning, individuals learn a maladaptive, distracted thinking style that uses worry to focus on the future&#x201D; (<xref ref-type="bibr" rid="ref15">Brewer and Roy, 2021</xref>). Using the construct of connectedness that was created by Gia Merlo, connectedness encompasses social connectivity, happiness, spirituality, compassion, and purpose and meaning-making (<xref ref-type="bibr" rid="ref84">Merlo, 2024</xref>). Connectedness relies on developing a healthy relationship with self, with others, with community, and with the world (<xref ref-type="bibr" rid="ref84">Merlo, 2024</xref>).</p>
<p>Loneliness is the absence of social and emotional connectivity, and although loneliness does not predispose to trauma-related symptoms, the incidence of trauma predisposes the likelihood of loneliness (<xref ref-type="bibr" rid="ref46">Fox et al., 2021</xref>). Additionally, loneliness has also been independently associated with worsening health, poorer sleep, and a higher likelihood of developing a substance use disorder (<xref ref-type="bibr" rid="ref93">Office of the Surgeon General (OSG), 2023a</xref>). Finally, loneliness has been shown to accelerate the aging process in people with PTSD (<xref ref-type="bibr" rid="ref98">Palmer et al., 2022</xref>) and may contribute to deficits in working memory (<xref ref-type="bibr" rid="ref124">Sippel et al., 2021</xref>). Conversely, social connections have been pivoting in helping the public adapt and recover from COVID-19 and have been linked to post-traumatic growth (<xref ref-type="bibr" rid="ref80">Matos et al., 2021</xref>) and a sense of well-being (<xref ref-type="bibr" rid="ref110">Ruppel et al., 2022</xref>).</p>
<p>In their systematic review, Folk and Dunn identified the practice of gratitude as one of the top strategies to achieve and maintain happiness (<xref ref-type="bibr" rid="ref44">Folk and Dunn, 2023</xref>). Gratitude is also a predictor of well-being and has been shown to have an inverse relationship with the severity of PTSD-related symptoms (<xref ref-type="bibr" rid="ref139">Van Dusen et al., 2015</xref>; <xref ref-type="bibr" rid="ref106">Richardson and Gallagher, 2021</xref>).</p>
<p>Next, spirituality is associated with greater self-rated health, fewer health complaints, and greater life satisfaction. A higher spiritual practice increases the probability of higher life satisfaction and decreases the probability of worse health and more frequent health complaints (<xref ref-type="bibr" rid="ref30">Dankulincova Veselska et al., 2018</xref>). The practice of spirituality has also been linked with the activation of BDNF and other neurotrophic growth factors within stress disorders like PTSD (<xref ref-type="bibr" rid="ref141">Varghese et al., 2021</xref>).</p>
<p>Finally, purpose and meaning-making are the sinews that bind the factors of connectedness together. Vicktor Frankl postulated that finding purpose and meaning is essential in the recovery from trauma and is a key feature of logotherapy (<xref ref-type="bibr" rid="ref47">Frankl, 1966</xref>). The Japanese conceptualize a life worth living as <italic>Ikigai</italic>, which connects life legacy, the belief that an individual&#x2019;s past contributes to the present experience, and life momentum, the belief that an individual&#x2019;s present experience helps achieve a desired future (<xref ref-type="bibr" rid="ref70">Kono and Walker, 2021</xref>). After following close to 13,000 individuals in the Health and Retirement Survey, Kim et al. showed a correlation between those with a higher sense of purpose and improved sleep, improved health, and less loneliness and depressive symptoms (<xref ref-type="bibr" rid="ref66">Kim et al., 2022</xref>). Similarly, those who maintained a purpose in life develop healthier emotional recoveries from trauma-related experiences (<xref ref-type="bibr" rid="ref116">Schaefer et al., 2013</xref>).</p>
</sec>
<sec id="sec14">
<label>3.6</label>
<title>Avoidance of toxic exposure</title>
<p>As previously described, PTSD and substance use share a common vulnerability and, more notably, the bidirectional relationship between trauma and substance use (<xref ref-type="bibr" rid="ref76">Mar&#x00ED;a-R&#x00ED;os and Morrow, 2020</xref>). Estimates suggest that more than 40% of individuals presenting for substance use treatment also meet the criteria for PTSD (<xref ref-type="bibr" rid="ref27">Cottler et al., 1992</xref>). Experts are also noticing common behavioral personality traits among the two populations. These include a history of impulsivity, the tendency to engage in risky behavior with a lack of planning, cue reactivity, and emotional responses to neutral or salient events, and a learned fear response (<xref ref-type="bibr" rid="ref27">Cottler et al., 1992</xref>). Additionally, shame and shame triggers are barriers to the treatment of both PTSD and substance use (<xref ref-type="bibr" rid="ref9">Batchelder et al., 2022</xref>). Left untreated, substance use disorders lead to potentially worsening neuroinflammation and disease outcomes (<xref ref-type="bibr" rid="ref113">Salloum and Thase, 2000</xref>; <xref ref-type="bibr" rid="ref68">Kip and Parr-Brownlie, 2023</xref>). Chronic substance use has also been shown to affect the gut microbiota, leading to dysbiosis (<xref ref-type="bibr" rid="ref112">Salavrakos et al., 2021</xref>; <xref ref-type="bibr" rid="ref83">Meckel and Kiraly, 2019</xref>).</p>
<p>Prolonged exposure (PE), a type of cognitive behavioral therapy, focuses on confronting trauma-related memories, feelings, and situations the individual has been avoiding. Typically, sessions are weekly and last 8&#x2013;15&#x2009;weeks. PE has been shown to be effective with individuals who have experienced diverse traumas (<xref ref-type="bibr" rid="ref155">Zhou et al., 2020</xref>). Recently, Back et al. have shown in U.S. Veteran populations that PE has also been effective in combined PTSD and SUD (<xref ref-type="bibr" rid="ref5">Back et al., 2019</xref>). On the other hand, contingency management (CM) is a treatment modality that rewards participants for abstinence from substance use, and a Pfund et al. meta-analysis notes that CM is one of the effective treatments for multiple substances (i.e., methamphetamine, opioids, alcohol) (<xref ref-type="bibr" rid="ref101">Pfund et al., 2022</xref>). There is also a growing body of literature noting how CM may be an effective modality for SUD and PTSD (<xref ref-type="bibr" rid="ref145">Wells et al., 2022</xref>).</p>
</sec>
</sec>
<sec id="sec15">
<label>4</label>
<title>Social-ecological model of trauma</title>
<p>One of the challenging aspects of treating individuals with trauma is trying to unwind the complexities of trauma, and the Social-Ecological Model helps restack and refocus this process to better understand the individual (<xref ref-type="bibr" rid="ref52">Gultekin et al., 2019</xref>). The first rung is to understand the individual factors: gender, age, education, temperament, and mental health status. Next are the interpersonal factors, like family and peer groups and influence, social networks, and the family or social networks&#x2019; history of trauma. Community and organizational factors include the quality and opportunities offered in the community, support within the educational system, availability of quality food, safe areas to exercise, transportation networks, and multiple other factors that contribute to socioeconomic position (SEP). Next are the cultural and developmental norms, including individual cultural norms, cultural religious beliefs, community identities, and cognitive and maturation development. Finally, the period of time that the individual lives includes periods of war, governmental programs, and other systemic programs that may enhance and support conflicts and challenges (<xref ref-type="bibr" rid="ref132">TIP 57, 2024</xref>; <xref ref-type="bibr" rid="ref94">Office of the Surgeon General (OSG), 2023b</xref>).</p>
<p>Challenges with psychotherapy and improving connectedness involve helping individuals navigate through the potential impacts of this multilayered model. As such, within the healthcare system, due to the impact and outreach of the Social-Ecological Model of Trauma, there is a need to approach each potential patient encounter through the lens of trauma-informed care, similar to how universal precautions are used to prevent blood-borne disease (<xref ref-type="bibr" rid="ref87">Merlo and Sugden, 2023</xref>).</p>
</sec>
<sec sec-type="conclusions" id="sec16">
<label>5</label>
<title>Conclusion</title>
<p>Despite the expanding number of medications and psychotherapies, the negative impact of mental health, particularly depression and trauma-related symptoms, continues to grow, as reflected by the increase in disability-adjusted life-years (DALYs), years lived with disability (YLDs), and years of life lost (YLLs) (<xref ref-type="bibr" rid="ref50">GBD 2019 Mental Disorders Collaborators, 2022</xref>). The impacts of mental health are projected to be one of the top health concerns by 2030 (<xref ref-type="bibr" rid="ref150">Wu et al., 2023</xref>), and as such, lifestyle interventions have a place in the treatment of PTSD. The ongoing public mental health crisis draws attention to being able to accurately diagnose and treat trauma-induced symptoms and, when possible, provide preventative treatment. Lifestyle approaches are often preferred by patients (<xref ref-type="bibr" rid="ref107">Richardson et al., 2024</xref>) and have been shown to improve quality of life, decrease pain, and be cost-effective compared to standard care (<xref ref-type="bibr" rid="ref37">Eriksson et al., 2010</xref>). As such, lifestyle interventions are well-positioned to help shift healthcare to a preventative model and to reduce inequities (<xref ref-type="bibr" rid="ref65">Jain et al., 2023</xref>).</p>
<p>Trauma can be seen in multiple levels, including prodromal, symptomatic, and in some cases, complex trauma involving multiple neuronal pathways. Much has developed in the last 30&#x2009;years in the trauma literature, including the construct of the window of tolerance (<xref ref-type="bibr" rid="ref123">Siegel, 1999</xref>), the role of social and ecological factors (<xref ref-type="bibr" rid="ref52">Gultekin et al., 2019</xref>), and the impact of comorbid substance use (<xref ref-type="bibr" rid="ref76">Mar&#x00ED;a-R&#x00ED;os and Morrow, 2020</xref>). Further research is still needed, including the emerging role of the trillions of microbes within the gut and their continued impact on the brain via the brain gut microbiota system (<xref ref-type="bibr" rid="ref143">Wargo, 2020</xref>). Given the shared enteric embryonic origins between the gut and brain and the extensive neuronal communication pathways between the brain and gut (<xref ref-type="bibr" rid="ref122">Sharkey and Mawe, 2023</xref>), understanding the impact of trillions of microbes may hold the future for the next-generational treatments (<xref ref-type="bibr" rid="ref28">Crowley et al., 2019</xref>).</p>
<p>Indeed, lifestyle psychiatry plays an important role in this conversation. The six pillars have an important role in gut health, neuroinflammation, and PTSD symptom relief. Historically, healthcare professionals receive limited evidence-based nutrition and lifestyle intervention instruction during their formal medical education (<xref ref-type="bibr" rid="ref78">Marx et al., 2023</xref>). We encourage medical organizations to follow the Royal Australian and New Zealand College of Psychiatrists and the World Federation of Society for Biological Psychiatry to adopt lifestyle guidelines within their mental health recommendations (<xref ref-type="bibr" rid="ref88">Merlo and Sugden, 2024</xref>). Refreshingly, the American Psychiatric Association is actively developing educational material for mental health practitioners at all levels of training (<xref ref-type="bibr" rid="ref88">Merlo and Sugden, 2024</xref>).</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec17">
<title>Author contributions</title>
<p>SS: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. GM: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec18">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec19">
<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>
</sec>
<sec sec-type="disclaimer" id="sec20">
<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>
</sec>
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