Elsevier

The Lancet Psychiatry

Volume 9, Issue 1, January 2022, Pages 84-96
The Lancet Psychiatry

Review
Neurocircuitry basis of the opioid use disorder–post-traumatic stress disorder comorbid state: conceptual analyses using a dimensional framework

https://doi.org/10.1016/S2215-0366(21)00008-0Get rights and content

Summary

Understanding the interface between opioid use disorder (OUD) and post-traumatic stress disorder (PTSD) is challenging. By use of a dimensional framework, such as research domain criteria, convergent and targetable neurobiological processes in OUD–PTSD comorbidity can be identified. We hypothesise that, in OUD–PTSD, circuitry that is implicated in two research domain criteria systems (ie, negative valence and cognitive control) underpins dysregulation of incentive salience, negative emotionality, and executive function. We also propose that the OUD–PTSD state might be systematically investigated with approaches outlined within a neuroclinical assessment framework for addictions and PTSD. Our dimensional analysis of the OUD–PTSD state shows how first-line therapeutic approaches (ie, partial μ-type opioid receptor [MOR1] agonism) modulate overlapping neurobiological and clinical features and also provides mechanistic rationale for evaluating polytherapeutic strategies (ie, partial MOR1 agonism, κ-type opioid receptor [KOR1] antagonism, and α-2A adrenergic receptor [ADRA2A] agonism). A combination of these therapeutic mechanisms is projected to facilitate recovery in patients with OUD–PTSD by mitigating negative valence states and enhancing executive control.

Introduction

Individuals with opioid use disorder (OUD) often present with post-traumatic stress disorder (PTSD), with a prevalence of OUD–PTSD comorbidity ranging between 20% and 50%.1, 2, 3 The underlying cause for the frequent co-occurrence is likely to be multifactorial in nature. For instance, a previous history of physical or emotional trauma can predispose an individual to develop OUD. Notably, some prescription opioids used for pain or OUD treatment might not only have an analgesic effect but also alleviate other debilitating symptoms (eg, depressed mood and suicidal ideation).4, 5, 6, 7, 8, 9 See later for discussion on buprenorphine. Following relief from these symptoms, and on sustained opioid consumption, OUD can develop. Effectively mitigating OUD and PTSD is especially important, given that opioid misuse or behaviours that are associated with seeking opioids can put a patient in danger of future trauma and worsen their symptom severity in a cyclical manner, which is in line with previous observations of patients with OUD–PTSD having an increased risk of severe OUD.10

Patients diagnosed with OUD, PTSD, or both disorders are generally sensitive to various endogenous or exogenous triggers, stressors, or aversive stimuli. Patients with OUD, even in a so-called recovered state, can have heightened psychological stress or perceive environmental cues that trigger opioid withdrawal, opioid cravings, and in many cases, eventual illicit use of opioids. The result of an inability to escape occurrences of emotional or physical trauma, on either conscious or subconscious (eg, during nightmares) levels, can create learned threat behaviours, and hyper-reactivity towards those threats, real or imagined, and various environmental stimuli is often a parallel outcome.

OUD has been conceptualised as a three-stage cycle—ie, binge or intoxication, withdrawal or negative affect, and preoccupation or anticipation—that represents three functional psychobiological constructs: incentive salience or pathological habits, reward deficit or stress surfeit, and executive dysfunction.11, 12 We hypothesise that this psychobiological framework and such allostatic processes (eg, hyperkatifeia13) are of special relevance for the OUD–PTSD comorbid condition (figure 1). Hyperkatifeia is defined as the increased intensity of the constellation of negative emotional or motivational symptoms and signs that are observed during withdrawal from drugs. Its occurrence is conceptually paralleled by hyperalgesia (ie, hypersensitivity to physical pain). Moreover, hyperkatifeia encompasses feelings of dysphoria or enhanced irritability, as well as increased anxiety, stress, anhedonia, and to a lesser extent emotional numbing. In animal (eg, rodent and non-human primate) addiction models, hyperkatifeia is reflected by the elevation of reward thresholds, altered pain thresholds, anxiety-like behaviour, and dysphoric-like responses. Whether and how hyperkatifeia is expressed not only in patients with OUD but also in patients with PTSD or OUD–PTSD warrants exploration. We hypothesise that this negative emotional state, which drives negative reinforcement, is derived from dysregulation of neurochemical circuits that are initially involved in drug reward and incentive salience (ie, μ-type opioid receptor [MOR1] and dopamine systems), and in parallel, from activation of brain stress systems (ie, through the effect of dynorphins on κ-type opioid receptors [KOR1s]).11, 13, 14, 15, 16

We hypothesise that a common bond that engages and exaggerates OUD or PTSD involves executive dysfunction, producing loss of top-down control. This loss affects incentive salience and impulsivity throughout the addiction cycle and renders an individual unable to withstand urges in general. Similarly, circuits that are implicated within the negative valence and cognitive control systems also coincide with CNS regions underlying core PTSD symptoms.17 Considering elements of threat, fear, rumination, or a chronic negative outlook that are active in patients with OUD and patients with PTSD, negative valence systems are likely to work together with diminished cognitive control to sustain these disorders as standalone or comorbid conditions. Here, we applied a research domain criteria (RDoC) framework18 to define the underlying neurobiological mechanisms that facilitate the dysregulation of functional domains in individuals with OUD–PTSD, and we extend the proposed framework to mechanistically characterise current standard of care and provide a rationale for novel, combination treatment approaches for the individuals with OUD–PTSD (figure 1). RDoC is a dimensional framework for classifying mental disorders that uses measurable, biobehavioural dimensions that are linked to both neural circuits and psychopathology. Importantly, an RDoC-based analysis cuts across traditional diagnostic categories—an important aspect for comorbid psychiatric conditions, where traditional approaches and criteria are often inadequate.19 Hence, RDoC domains are not specific, as RDoC analysis defines so-called neurobiological biotypes where the individuals of each biotype are biologically more homogenous than are patients with a particular disorder diagnosed by DSM-5. Consequently, therapeutics that are targeted against a specific biotype—eg, anhedonia—are expected to be efficacious in a cohort of patients with anhedonia from different disorder (eg, depression, schizophrenia, and substance use disorders [SUDs]). In other words, RDoC-based therapeutics are predicted to be specific for a domain or biotype but not for a DSM-diagnosed disorder.

Implementation of the RDoC framework for individuals with OUD, PTSD, or OUD–PTSD, in conjunction with evidence of neuronal substrates that are involved in the facilitation of addiction or trauma but not yet included in RDoC (eg, interpeduncular nucleus), enabled the formulation of an OUD–PTSD network. We propose that such theoretical OUD–PTSD models can be systematically investigated with empirical approaches that are outlined within the addictions neuroclinical assessment (ANA) framework,20 which we have expanded to encompass CNS mechanisms and symptomology that are related to PTSD (ie, PTSD neuroclinical assessment [PNA]). The proposed OUD–PTSD network was analysed from the perspectives of target expression (ie, opioid receptors and α-2A adrenergic receptors [ADRA2As]) and response to therapy. An understanding of receptor expression and pharmacodynamics of current treatments provided the necessary mechanistic and behavioural rationale for evaluating polytherapy approaches involving partial MOR1 agonism, ADRA2A agonism, and KOR1 antagonism. Furthermore, previous work has shown altered neuroimmune activity in individuals with OUD21, 22, 23 and individuals with PTSD.24, 25, 26 It is hypothesised that proinflammatory signatures might represent markers of OUD or PTSD susceptibility in conjunction with aberrant responses to opioids or trauma. Thus, on the basis of the proinflammatory profiles that can be separately observed in individuals with OUD and individuals with PTSD, we examined the rationale for targeting the neuroimmune system in the comorbid state. In summary, we aim to exemplify a systems-level neurobiological model of OUD–PTSD, which can be tested with empirical methods that we have defined and therapeutically modulated by a polytherapeutic approach.

Section snippets

RDoC analyses of OUD and PTSD: a side-by-side look

Core dysfunctions of OUD and PTSD and their manifestations were investigated in the context of the RDoC matrices for negative valence and cognitive systems in each disorder. The first functional domain, negative valence, consists of five constructs: acute threat (ie, fear), potential threat (ie, anxiety), sustained threat, loss, and frustrative non-reward. The second functional domain, cognitive systems, consists of three constructs: declarative memory, cognitive control, and working memory.

OUD–PTSD circuitry model

Our RDoC analyses of OUD and PTSD suggested a combined bottom-up and top-down circuitry model of OUD–PTSD (figure 2). We expanded our model to include additional subcortical regions (ie, lateral habenula) and brainstem nuclei (ie, periaqueductal gray or rostromedial tegmental nucleus [RMTg]) that are outside of the RDoC framework yet crucial to OUD or PTSD psychobiology. Within the proposed network, we hypothesised dysfunction at the individual structural level but, perhaps more importantly, an

Application and development of the ANA and PNA

To empirically establish clinical, behavioural, and neurobiological factors that define the OUD–PTSD state or characterise the pharmacodynamic effects of existing and novel therapeutic approaches, we propose the use of a framework consisting of validated and reliable assessment tools. We hypothesise that the systematic application of such tools will facilitate a refined understanding of the psychobiological basis of OUD–PTSD and OUD and PTSD as standalone conditions. One such framework, the

Therapeutic overview

Buprenorphine has partial agonist effects and is often used as a first-line therapy in patients with OUD. In addition to buprenorphine's ability to mitigate opioid addiction, it possesses analgesic94 and, perhaps, antidepressant95 properties. A retrospective study of veterans showed that buprenorphine decreased symptoms of PTSD more than did other therapeutics, such as SSRIs.96 Initial findings regarding buprenorphine's therapeutic effects in patients with PTSD are supportive of efficacy,56

Psychological interventions

Various explanations for the link between SUDs, including OUD, and PTSD have been proposed. One explanation is that SUDs increase the risk of trauma exposure and psychological susceptibility to the effects of trauma.113, 114 Another explanation is the self-medication hypothesis,115 proposing that individuals with PTSD seek symptom relief through drug use, potentially leading to the development of an SUD.114, 116 A third explanation is that SUD and PTSD share common factors, such as decreased

Treatment of patients with PTSD–OUD with a polypharmacy approach

The molecular targets underlying an effective therapy would need to fulfil several generic validation criteria, including expression in the circuitry that underlies dimensional domains and psychobiological constructs for OUD–PTSD (figure 2). Furthermore, a good rationale is required that intervention at these targets will modify activity in the corresponding circuitries in the desired direction, which needs to be supported by proof of mechanism imaging (eg, functional MRI) studies. Finally, the

Conclusion

The interactions between OUD and PTSD have rarely been examined. Therefore, a systematic understanding of clinical, behavioural, and neurobiological outcomes in patients with OUD–PTSD is needed. Establishing this foundation and using dimensional approaches, such as the tests described in the ANA and PNA, can greatly improve our understanding of OUD–PTSD. Understanding of when trauma-related generalisation can and cannot be made in patients with OUD–PTSD and how trauma status or related risk

Search strategy and selection criteria

We searched PubMed and Google Scholar for articles published between Jan 1, 1980, and Nov 1, 2020, with the terms “OUD”, “PTSD”, “CNS”, “RDoC”, “brain”, “opioids”, “opioid receptor” “μ-opioid”, “κ-opioid”, “δ-opioid”, “alpha-2-adrenergic”, “adrenoreceptor”, “buprenorphine”, “lofexdine”, “neuroimmune”, “reward”, “valence”, “stress”, and “executive function”. We reviewed articles published in English and in peer-reviewed journals, focusing on addiction, trauma, opioid use disorder (OUD),

Declaration of interests

We declare no competing interests.

References (142)

  • WC Becker et al.

    Buprenorphine/naloxone dose and pain intensity among individuals initiating treatment for opioid use disorder

    J Subst Abuse Treat

    (2015)
  • S Himelhoch et al.

    Posttraumatic stress disorder and one-year outcome in methadone maintenance treatment

    Am J Addict

    (2012)
  • AH Ecker et al.

    Posttraumatic stress disorder in opioid agonist therapy: a review

    Psychol Trauma

    (2018)
  • Y Yovell et al.

    Ultra-low-dose buprenorphine as a time-limited treatment for severe suicidal ideation: a randomised controlled trial

    Am J Psychiatry

    (2016)
  • LM Najavits

    Seeking safety: a treatment manual for PTSD and substance abuse

    (2002)
  • JA Bodkin et al.

    Buprenorphine treatment of refractory depression

    J Clin Psychopharmacol

    (1995)
  • HM Emrich et al.

    Antidepressant effects of buprenorphine

    Lancet

    (1982)
  • TR Kosten et al.

    Depressive symptoms during buprenorphine treatment of opioid abusers

    J Subst Abuse Treat

    (1990)
  • KH Seal et al.

    Observational evidence for buprenorphine's impact on posttraumatic stress symptoms in veterans with chronic pain and opioid use disorder

    J Clin Psychiatry

    (2016)
  • AN Hassan et al.

    The effect of post-traumatic stress disorder on the risk of developing prescription opioid use disorder: results from the National Epidemiologic Survey on Alcohol and Related Conditions III

    Drug Alcohol Depend

    (2017)
  • GF Koob

    Neurobiology of opioid addiction: opponent process, hyperkatifeia, and negative reinforcement

    Biol Psychiatry

    (2020)
  • GF Koob et al.

    Neurobiology of addiction: a neurocircuitry analysis

    Lancet Psychiatry

    (2016)
  • J Shurman et al.

    Opioids, pain, the brain, and hyperkatifeia: a framework for the rational use of opioids for pain

    Pain Med

    (2010)
  • GF Koob et al.

    Addiction and the brain antireward system

    Annu Rev Psychol

    (2008)
  • GF Koob

    A role for brain stress systems in addiction

    Neuron

    (2008)
  • GF Koob et al.

    Addiction and stress: an allostatic view

    Neurosci Biobehav Rev

    (2019)
  • RJ Fenster et al.

    Brain circuit dysfunction in post-traumatic stress disorder: from mouse to man

    Nat Rev Neurosci

    (2018)
  • BN Cuthbert

    The RDoC framework: facilitating transition from ICD/DSM to dimensional approaches that integrate neuroscience and psychopathology

    World Psychiatry

    (2014)
  • GL Fricchione

    Evolving a new neuropsychiatry

    Dialogues Clin Neurosci

    (2018)
  • LE Kwako et al.

    Addictions neuroclinical assessment: a neuroscience-based framework for addictive disorders

    Biol Psychiatry

    (2016)
  • JR Schroeder et al.

    Assessment of pioglitazone and proinflammatory cytokines during buprenorphine taper in patients with opioid use disorder

    Psychopharmacology (Berl)

    (2018)
  • RK Bachtell et al.

    Glial and neuroinflammatory targets for treating substance use disorders

    Drug Alcohol Depend

    (2017)
  • TY Wang et al.

    Correlation of cytokines, BDNF levels, and memory function in patients with opioid use disorder undergoing methadone maintenance treatment

    Drug Alcohol Depend

    (2018)
  • IC Passos et al.

    Inflammatory markers in post-traumatic stress disorder: a systematic review, meta-analysis, and meta-regression

    Lancet Psychiatry

    (2015)
  • D Lindqvist et al.

    Proinflammatory milieu in combat-related PTSD is independent of depression and early life stress

    Brain Behav Immun

    (2014)
  • K Schultebraucks et al.

    Pre-deployment risk factors for PTSD in active-duty personnel deployed to Afghanistan: a machine-learning approach for analyzing multivariate predictors

    Mol Psychiatry

    (2020)
  • AC Felix-Ortiz et al.

    Bidirectional modulation of anxiety-related and social behaviors by amygdala projections to the medial prefrontal cortex

    Neuroscience

    (2016)
  • S Ciocchi et al.

    Encoding of conditioned fear in central amygdala inhibitory circuits

    Nature

    (2010)
  • G Ji et al.

    Non-pain-related CRF1 activation in the amygdala facilitates synaptic transmission and pain responses

    Mol Pain

    (2013)
  • N Chaaya et al.

    An update on contextual fear memory mechanisms: transition between amygdala and hippocampus

    Neurosci Biobehav Rev

    (2018)
  • VMK Namboodiri et al.

    Interoceptive inception in insula

    Neuron

    (2020)
  • M Um et al.

    Shared neural correlates underlying addictive disorders and negative urgency

    Brain Sci

    (2019)
  • A Junglen et al.

    Improving our understanding of the relationship between emotional abuse and substance use disorders: the mediating roles of negative urgency and posttraumatic stress disorder

    Subst Use Misuse

    (2019)
  • R Bourdy et al.

    A new control center for dopaminergic systems: pulling the VTA by the tail

    Trends Neurosci

    (2012)
  • S Peciña et al.

    Dopamine or opioid stimulation of nucleus accumbens similarly amplify cue-triggered ‘wanting’ for reward: entire core and medial shell mapped as substrates for PIT enhancement

    Eur J Neurosci

    (2013)
  • BD Turner et al.

    Synaptic plasticity in the nucleus accumbens: lessons learned from experience

    ACS Chem Neurosci

    (2018)
  • P Belujon et al.

    Regulation of dopamine system responsivity and its adaptive and pathological response to stress

    Proc Biol Sci

    (2015)
  • I Elman et al.

    Reward and aversion processing in patients with post-traumatic stress disorder: functional neuroimaging with visual and thermal stimuli

    Transl Psychiatry

    (2018)
  • TC Jhou et al.

    The mesopontine rostromedial tegmental nucleus: a structure targeted by the lateral habenula that projects to the ventral tegmental area of Tsai and substantia nigra compacta

    J Comp Neurol

    (2009)
  • AM Stamatakis et al.

    A unique population of ventral tegmental area neurons inhibits the lateral habenula to promote reward

    Neuron

    (2013)
  • G Aston-Jones et al.

    Role of locus coeruleus in attention and behavioral flexibility

    Biol Psychiatry

    (1999)
  • GF Koob et al.

    Drug addiction, dysregulation of reward, and allostasis

    Neuropsychopharmacology

    (2001)
  • JM van Ree et al.

    Involvement of neurohypophyseal peptides in drug-mediated adaptive responses

    Pharmacol Biochem Behav

    (1980)
  • BM Walker et al.

    Intra-ventral tegmental area heroin-induced place preferences in rats are potentiated by peripherally administered alprazolam

    Pharmacol Biochem Behav

    (2005)
  • A Zangen et al.

    Rewarding and psychomotor stimulant effects of endomorphin-1: anteroposterior differences within the ventral tegmental area and lack of effect in nucleus accumbens

    J Neurosci

    (2002)
  • AE Kelley

    Memory and addiction: shared neural circuitry and molecular mechanisms

    Neuron

    (2004)
  • L Stinus et al.

    Nucleus accumbens and amygdala are possible substrates for the aversive stimulus effects of opiate withdrawal

    Neuroscience

    (1990)
  • CL May et al.

    Reward processing and decision-making in posttraumatic stress disorder

    Behav Ther

    (2020)
  • I Elman et al.

    Functional neuroimaging of reward circuitry responsivity to monetary gains and losses in posttraumatic stress disorder

    Biol Psychiatry

    (2009)
  • KL Felmingham et al.

    Reduced amygdala and ventral striatal activity to happy faces in PTSD is associated with emotional numbing

    PLoS One

    (2014)
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