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The role of neural biomarkers and mu-opioid receptors in social stress and addiction
Linköping University, Department of Biomedical and Clinical Sciences, Center for Social and Affective Neuroscience. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Psykiatricentrum, Psykiatriska kliniken i Linköping.ORCID iD: 0000-0003-1527-0823
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Alcohol addiction is a psychiatric disorder characterized by a chronic relapsing trajectory and continued drinking despite negative consequences, also referred to as compulsive drinking. Craving for alcohol, a hallmark of addiction, is a predictor of relapse, and can be triggered by social stress. The mechanisms of alcohol addiction are complex, and involve environmental and genetic susceptibility factors. Social marginalization, commonly experienced by people with alcohol addiction, can promote a vicious circle of drinking and further social rejection that exacerbates the addictive state. Several studies implicate the endogenous opioid system as a link between these behaviors.

The endogenous opioid system acting through mu-opioid receptors (MORs), plays a key role in the modulation of pain and reward, but has also been proposed as a neural substrate of social attachment. Functional genetic variation in the gene encoding the MOR, OPRM1 A118G, has been reported to moderate rejection sensitivity in both primates and humans, but previous studies have been criticized due to small sample sizes. Therefore, the aim of Paper I was to test if OPRM1 A118G influenced dispositional sensitivity to rejection in an online game setting, with a sample large enough to detect small effects. However, we did not find support for this hypothesis.

The anterior cingulate cortex (ACC) and the insula are neural structures typically activated during somatic pain, but have also been reported to become activated during experimental social rejection.  This has led to the hypothesis that physical and social pain share a common alarm system, a notion consistent with high concentrations of MORs in these shared areas. However, the evidence for a social pain construct has primarily relied on fMRI studies showing task-based activations, or correlations with MOR-ligand displacement during positron emission tomography (PET) scans. These studies are merely correlational, and Paper II therefore aimed to test if MOR activation using exogenous opioids would alleviate rejection related distress in a randomized controlled trial (RCT). We found that the experimental social exclusion was associated with negative affect and the expected neural activity in the insula and the orbitofrontal cortex (OFC). However, contrary to our hypothesis, we found no influence of the prototypical MOR agonist morphine on self-reported distress or neural activity. 

Childhood maltreatment, a form of severe social stress, is a risk factor for developing addiction, but clinical assessments commonly rely on retrospective self-reports that are subject to bias. In Paper III, we examined the performance of the Childhood Trauma Questionnaire (CTQ) to detect prospectively documented childhood maltreatment in a unique cohort, that allowed us to test how Substance Use Disorder (SUD) influenced the retrospective reports. We found that the CTQ had an excellent ability to identify childhood maltreatment in individuals without SUD, but performed only slightly better than chance in people with SUD.

The insula has also been proposed to play an important role in processing alcohol craving. The insular cortex has only recently become accessible for non-invasive neuromodulation, and treatment using deep repetitive transcranial magnetic stimulation (rTMS) was reported to reduce both cigarette craving and smoking. Paper IV aimed to test if deep rTMS would be efficacious against alcohol craving and drinking. We found imaging-based evidence of neuromodulation of insula function, but despite this, we found no significant treatment effects of deep rTMS targeting this structure on alcohol craving or use.

Recent advances in brain imaging have shown that emotional and motivational states, including craving, recruit networks across the whole brain rather than being represented in isolated brain areas. The newly developed Neurobiological Craving Signature (NCS) has been shown to correlate with self-reported drug craving, an established predictor of relapse. This prompted the question whether the NCS could also predict clinical outcomes in alcohol addiction. This was evaluated in Paper V in the same patient cohort as in Paper IV. Here, we showed that the NCS was strongly correlated with self-reported craving. Most importantly, it predicted relapse and alcohol use during the three month follow-up phase.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2025. , p. 89
Series
Linköping University Medical Dissertations, ISSN 0345-0082 ; 2017
Keywords [en]
Alcohol addiction, FMRI, OPRM1, Mu-opioid receptor, Social rejection
National Category
Drug Abuse and Addiction
Identifiers
URN: urn:nbn:se:liu:diva-219898DOI: 10.3384/9789181183498ISBN: 9789181183481 (print)ISBN: 9789181183498 (electronic)OAI: oai:DiVA.org:liu-219898DiVA, id: diva2:2019281
Public defence
2026-01-09, Berzeliussalen, building 463, Campus US, Linköping, 09:00
Opponent
Supervisors
Available from: 2025-12-05 Created: 2025-12-05 Last updated: 2025-12-05Bibliographically approved
List of papers
1. Variation in the mu-Opioid Receptor Gene (OPRM1) Does Not Moderate Social-Rejection Sensitivity in Humans
Open this publication in new window or tab >>Variation in the mu-Opioid Receptor Gene (OPRM1) Does Not Moderate Social-Rejection Sensitivity in Humans
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2019 (English)In: Psychological Science, ISSN 0956-7976, E-ISSN 1467-9280, Vol. 30, no 7, p. 1050-1062Article in journal (Refereed) Published
Abstract [en]

Given previous findings from animal studies and small-scale studies in humans, variation in the mu-opioid receptor gene (OPRM1) has been proposed as a strong biological candidate for moderating sensitivity to social rejection. Using a substantially larger sample (N = 490) than previous studies, a prospective genotyping strategy, and preregistered analysis plans, we tested the hypotheses that OPRM1 variation measured by the functional A118G polymorphism (rs1799971) moderates (a) dispositional sensitivity to rejection and feelings of distress following social exclusion and (b) decision making involving social cognition. In three experimental tasks commonly used to assess altruism, reciprocity, and trust in humans, we found no evidence in favor of the hypotheses; nine main tests were preregistered, and all of them yielded small and statistically insignificant estimates. In secondary analyses, we used Bayesian inference and estimation to quantify support for our findings. Taken together, our results strongly suggest that the link between OPRM1 A118G variation and social-rejection sensitivity is weaker than previously thought.

Place, publisher, year, edition, pages
SAGE PUBLICATIONS INC, 2019
Keywords
exclusion; social pain; genetics; OPRM1; decision making; open data; open materials; preregistered
National Category
Psychology (excluding Applied Psychology)
Identifiers
urn:nbn:se:liu:diva-159269 (URN)10.1177/0956797619849894 (DOI)000476525400007 ()31180793 (PubMedID)
Note

Funding Agencies|Swedish Research Council [2013-7434]; Marianne and Marcus Wallenberg Foundation [2014.0187]; Royal Swedish Academy of Science [2019-00849]; Ragnar and Torsten Soderberg Foundation; AFA Forsakring; Karolinska Institutet-Stockholm County Council research collaboration

Available from: 2019-08-07 Created: 2019-08-07 Last updated: 2025-12-05
2. Assessing Childhood Maltreatment Exposure in Patients Without and With a Diagnosis of Substance Use Disorder
Open this publication in new window or tab >>Assessing Childhood Maltreatment Exposure in Patients Without and With a Diagnosis of Substance Use Disorder
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2023 (English)In: Journal of addiction medicine, ISSN 1932-0620, E-ISSN 1935-3227, Vol. 17, no 3, p. 263-270Article in journal (Refereed) Published
Abstract [en]

Objectives: Childhood maltreatment (CM), widely held as a risk factor for substance use disorders (SUDs), is commonly assessed using the Childhood Trauma Questionnaire (CTQ). Retrospective self-reports are, however, potentially subject to bias. We used a unique patient sample with prospectively documented CM to examine the performance of the CTQ and how this is affected by the presence of SUD.

Methods: Analysis was based on a total of 104 individuals. Subjects with prospectively recorded CM were identified from a specialized childhood trauma unit in Linköping, Sweden (n = 55; 31 with SUD, 61% females; 24 without SUD, 71% females). Clinical controls had SUD but no CM (n = 25, 48% females). Healthy controls had neither SUD nor CM (n = 24, 54% females). We analyzed the agreement between retrospective CTQ scores and prospectively documented CM by κ analysis and assessed the performance of the CTQ to identify CM exposure using receiver operating characteristic (ROC) analysis.

Results: Agreement between prospectively and retrospectively recorded CM exposure was poor for sexual abuse (36.6%, Cohen κ = 0.32, P = 0.008) and physical abuse (67.3%, κ = 0.35, P = 0.007). Overall CTQ performance was fair (ROC: area under the ROC curve = 0.78, optimal cutoff = 36.5, sensitivity = 0.65, specificity = 0.75). However, performance was excellent in the absence of SUD (area under the ROC curve = 0.93, cutoff = 32.0, sensitivity = 0.88, specificity = 0.88), but poor in participants with lifetime SUD (area under the ROC curve = 0.62, cutoff = 42.0, sensitivity = 0.60, specificity = 0.36).

Conclusions: These data support the CTQ as a tool to assess CM exposure but suggest that it may be less useful in patients with SUD.

Place, publisher, year, edition, pages
Wolters Kluwer, 2023
Keywords
childhood maltreatment; substance use disorder; Childhood Trauma Questionnaire; sensitivity; specificity
National Category
Psychiatry Pediatrics
Identifiers
urn:nbn:se:liu:diva-192050 (URN)10.1097/adm.0000000000001091 (DOI)001001438400015 ()37267165 (PubMedID)2-s2.0-85152406107 (Scopus ID)
Available from: 2023-02-28 Created: 2023-02-28 Last updated: 2025-12-05
3. Repetitive transcranial magnetic stimulation targeting the insular cortex for reduction of heavy drinking in treatment-seeking alcohol-dependent subjects: a randomized controlled trial
Open this publication in new window or tab >>Repetitive transcranial magnetic stimulation targeting the insular cortex for reduction of heavy drinking in treatment-seeking alcohol-dependent subjects: a randomized controlled trial
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2020 (English)In: Neuropsychopharmacology, ISSN 0893-133X, E-ISSN 1740-634X, Vol. 45, no 5, p. 842-850Article in journal (Refereed) Published
Abstract [en]

Insula responses to drug cues are correlated with cravings, and lesions in this area reduce nicotine seeking. Here, we investigated the potential efficacy of repetitive transcranial magnetic stimulation (rTMS) targeting the insula in alcohol addiction. Treatment-seeking alcohol-dependent patients (Diagnostic and Statistical Manual of Mental Disorder, Fourth Edition; N = 56) participated in this double-blind, sham-controlled, randomized trial. Participants received 10 Hz rTMS or sham using an H8 coil, 5 days a week for 3 weeks. Stimulation targeted insular cortex and overlaying regions bilaterally, while excluding anterior prefrontal areas. Craving and self-reported as well as biomarker-based drinking measures were collected at baseline, during treatment, and through 12 weeks. Resting-state magnetic resonance imaging (rsMRI) data were collected before and after treatment. Task-based MRI was used to probe brain correlates of reward processing, affective responses, and alcohol following completion of treatment. A marked overall decrease in craving and drinking measures was observed during treatment, but did not differ between rTMS or sham stimulation. Both groups equally increased their alcohol use following completion of treatment and through the 12-week follow-up. Analysis using seeds in the insula identified differences in resting-state connectivity between active and sham groups at completion of treatment, potentially indicating an ability of treatment to modify insula function. However, while each task robustly replicated brain responses established in the literature, no effects of rTMS were found. Collectively, this study does not support efficacy of rTMS targeting the insula in alcohol addiction. 

Place, publisher, year, edition, pages
Springer Nature, 2020
National Category
Neurosciences
Identifiers
urn:nbn:se:liu:diva-200130 (URN)10.1038/s41386-019-0565-7 (DOI)000519980000016 ()
Funder
Swedish Research Council, 2013-07434EU, Horizon 2020, 668863-SyBil-AA
Available from: 2024-01-10 Created: 2024-01-10 Last updated: 2025-12-05

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