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Cao Y, Zhang J, He X, Wu C, Liu Z, Zhu B, Miao L. Empathic pain: Exploring the multidimensional impacts of biological and social aspects in pain. Neuropharmacology 2024; 258:110091. [PMID: 39059575 DOI: 10.1016/j.neuropharm.2024.110091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 06/25/2024] [Accepted: 07/24/2024] [Indexed: 07/28/2024]
Abstract
Empathic pain refers to an individual's perception, judgment, and emotional response to others' pain. This complex social cognitive ability is crucial for healthy interactions in human society. In recent years, with the development of multidisciplinary research in neuroscience, psychology and sociology, empathic pain has become a focal point of widespread attention in these fields. However, the neural mechanism underlying empathic pain remain a controversial and unresolved area. This review aims to comprehensively summarize the history, influencing factors, neural mechanisms and pharmacological interventions of empathic pain. We hope to provide a comprehensive scientific perspective on how humans perceive and respond to others' pain experiences and to provide guidance for future research directions and clinical applications. This article is part of the Special Issue on "Empathic Pain".
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Affiliation(s)
- Yuchun Cao
- Department of Critical Care Medicine, The Third Affiliated Hospital of Soochow University, Changzhou, 213000, China
| | - Jiahui Zhang
- The Third Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, 210046, China
| | - Xiaofang He
- Department of Critical Care Medicine, The Third Affiliated Hospital of Soochow University, Changzhou, 213000, China
| | - Chenye Wu
- Department of Emergency Medicine, Changshu Hospital Affiliated to Soochow University, Changshu, 215500, China
| | - Zeyuan Liu
- Department of Critical Care Medicine, The Third Affiliated Hospital of Soochow University, Changzhou, 213000, China
| | - Bin Zhu
- Department of Critical Care Medicine, The Third Affiliated Hospital of Soochow University, Changzhou, 213000, China.
| | - Liying Miao
- Department of Blood Purification Center, The Third Affiliated Hospital of Soochow University, Changzhou, 213000, Jiangsu, China.
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Chen J, Putkinen V, Seppälä K, Hirvonen J, Ioumpa K, Gazzola V, Keysers C, Nummenmaa L. Endogenous opioid receptor system mediates costly altruism in the human brain. Commun Biol 2024; 7:1401. [PMID: 39462097 PMCID: PMC11513155 DOI: 10.1038/s42003-024-07084-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 10/15/2024] [Indexed: 10/28/2024] Open
Abstract
Functional neuroimaging studies suggest that a large-scale brain network transforms others' pain into its vicarious representation in the observer, potentially modulating helping behavior. However, the neuromolecular basis of individual differences in vicarious pain and helping is poorly understood. We investigated the role of the endogenous μ-opioid receptor (MOR) system in altruistic costly helping. MOR density was measured using [11C]carfentanil. In a separate fMRI experiment, participants could donate money to reduce a confederate's pain from electric shocks. Participants were generally willing to help, and brain activity was observed in amygdala, anterior insula, anterior cingulate cortex (ACC), striatum, primary motor cortex, primary somatosensory cortex and thalamus when witnessing others' pain. Haemodynamic responses were negatively associated with MOR availability in emotion circuits. However, MOR availability positively associated with the ACC and hippocampus during helping. These findings suggest that the endogenous MOR system modulates altruism in the human brain.
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Affiliation(s)
- Jinglu Chen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland.
| | - Vesa Putkinen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- Turku Institute for Advanced Studies, University of Turku, Turku, Finland
| | - Kerttu Seppälä
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- Department of Medical Physics, Turku University Hospital, Turku, Finland
| | - Jussi Hirvonen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- Department of Radiology, Turku University Hospital, Turku, Finland
| | - Kalliopi Ioumpa
- The Netherlands Institute for Neuroscience, KNAW research institute, Amsterdam, The Netherlands
| | - Valeria Gazzola
- The Netherlands Institute for Neuroscience, KNAW research institute, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Christian Keysers
- The Netherlands Institute for Neuroscience, KNAW research institute, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Lauri Nummenmaa
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland
- Turku University Hospital, Turku, Finland
- Department of Psychology, University of Turku, Turku, Finland
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Ehlert A, Zimmermann J, Johann D, Ribeaud D, Eisner M, Baumgartner MR, Shanahan L, Rauhut H, Quednow BB. Substance Use-Related Alterations of Social Decision Making in a Longitudinal Cohort of Young Adults. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:1058-1065. [PMID: 39009135 DOI: 10.1016/j.bpsc.2024.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 06/24/2024] [Accepted: 06/28/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND Substance use disorders are associated with severe negative social and health-related outcomes. Evidence has accumulated that long-term substance use is associated with alterations in social interaction behavior, which likely contributes to the vicious cycle of substance use disorder. However, little is known about whether these social problems originate from contextual factors only or also from the substance use itself-in other words, if they are predisposed or substance induced. METHODS We studied the causation behind behavioral alterations of substance users over a 9-year period (ages 11-20 years) in an urban age cohort (N = 1002) with a high prevalence of substance use at age 20. We identified common substance use patterns using toxicological hair analysis, examined behavioral alterations with incentivized games, and used teacher assessments across different ages to determine the causes and effects that underlie substance use-related impairments in social interaction. RESULTS We found that opioid and stimulant users showed reduced prosocial behavior compared with nonusers, particularly in interpersonal trust and perspective taking (e.g., they were approximately 50% less likely to trust others). Our longitudinal analyses suggest a causal relationship between the nonmedical use of prescription opioids and impaired social behavior, whereas impairments among stimulant users seem to be partially predisposed. Moreover, women tended to be more severely affected by opioid use than men. However, no behavioral alterations were found among young adult cannabis or ecstasy users. CONCLUSIONS Highly addictive substances such as opioids can impair users' social behavior by undermining fundamental human interaction, thereby fueling a vicious cycle of substance use and social isolation.
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Affiliation(s)
- Alexander Ehlert
- Department of Sociology, University of Zürich, Zürich, Switzerland
| | - Josua Zimmermann
- Experimental Pharmacopsychology and Psychological Addiction Research, Department of Adult Psychiatry and Psychotherapy, University Hospital of Psychiatry Zürich, University of Zürich, Zürich, Switzerland; Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland
| | - David Johann
- Department of Sociology, University of Zürich, Zürich, Switzerland
| | - Denis Ribeaud
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, Switzerland
| | - Manuel Eisner
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, Switzerland; Institute of Criminology, University of Cambridge, Cambridge, United Kingdom
| | - Markus R Baumgartner
- Center for Forensic Hair Analytics, Institute of Forensic Medicine, University of Zürich, Zürich, Switzerland
| | - Lilly Shanahan
- Jacobs Center for Productive Youth Development, University of Zürich, Zürich, Switzerland; Department of Psychology, University of Zürich, Zürich, Switzerland
| | - Heiko Rauhut
- Department of Sociology, University of Zürich, Zürich, Switzerland
| | - Boris B Quednow
- Experimental Pharmacopsychology and Psychological Addiction Research, Department of Adult Psychiatry and Psychotherapy, University Hospital of Psychiatry Zürich, University of Zürich, Zürich, Switzerland; Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland; Jacobs Center for Productive Youth Development, University of Zürich, Zürich, Switzerland.
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Kroll SL, Meier P, Mayo LM, Gertsch J, Quednow BB. Endocannabinoids and related lipids linked to social exclusion in individuals with chronic non-medical prescription opioid use. Neuropsychopharmacology 2024; 49:1630-1639. [PMID: 38773316 PMCID: PMC11319498 DOI: 10.1038/s41386-024-01881-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 04/10/2024] [Accepted: 04/29/2024] [Indexed: 05/23/2024]
Abstract
Opioid-related overdose deaths are still on the rise in North America, emphasizing the need to better understand the underlying neurobiological mechanisms regarding the development of opioid use disorder (OUD). Recent evidence from preclinical and clinical studies indicate that the endocannabinoid system (ECS) may play a crucial role in stress and reward, both involved in the development and maintenance of substance use disorders. Animal models demonstrate a specific crosstalk between the ECS and the endogenous opioid system. However, translational studies in humans are scarce. Here, we investigated basal plasma levels of the endocannabinoids anandamide (AEA) and 2-arachidonoyglycerol (2-AG), and eight endocannabinoid-related lipids, including oleoylethanolamide (OEA) and palmitoylethanolamide (PEA), as well as whole blood fatty acid amide hydrolase (FAAH) activity in chronic non-medical prescription opioid users (NMPOU; n = 21) compared to opioid-naïve healthy controls (n = 29) considering age, sex, and cannabis use as potential confounders. Additionally, the association of endocannabinoids and related lipids with the participants' response to experimentally induced social exclusion was examined. We found significantly elevated basal AEA, OEA, and PEA levels in NMPOU compared to controls, but no differences in FAAH activity, 2-AG, or other endocannabinoid-related lipids. Within NMPOU, higher AEA levels were associated with lower perception of social exclusion. Robust positive correlations within N-acylethanolamines (i.e., AEA, OEA, and PEA) indicate strong metabolic associations. Together with our recent findings of elevated basal 2-AG levels in dependent cocaine users, present results indicate substance-specific alterations of the ECS that may have implications in the search for novel therapeutic interventions for these populations.
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Affiliation(s)
- Sara L Kroll
- Social and Affective Neuropsychopharmacology, Adult Psychiatry and Psychotherapy, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, Switzerland.
- Experimental and Clinical Pharmacopsychology, Adult Psychiatry and Psychotherapy, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, Switzerland.
- Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology, Zurich, Switzerland.
| | - Philip Meier
- Institute of Biochemistry and Molecular Medicine, University of Bern, Bern, Switzerland
| | - Leah M Mayo
- Mathison Centre for Mental Health Research and Education, Hotchkiss Brain Institute, and Department of Psychiatry, University of Calgary, Calgary, AB, Canada
| | - Jürg Gertsch
- Institute of Biochemistry and Molecular Medicine, University of Bern, Bern, Switzerland
| | - Boris B Quednow
- Experimental and Clinical Pharmacopsychology, Adult Psychiatry and Psychotherapy, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, Switzerland
- Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology, Zurich, Switzerland
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Rütgen M, Lamm C. Dissecting shared pain representations to understand their behavioral and clinical relevance. Neurosci Biobehav Rev 2024; 163:105769. [PMID: 38879099 DOI: 10.1016/j.neubiorev.2024.105769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 05/29/2024] [Accepted: 06/11/2024] [Indexed: 06/22/2024]
Abstract
Accounts of shared representations posit that the experience of pain and pain empathy rely on similar neural mechanisms. Experimental research employing novel analytical and methodological approaches has made significant advances in both the identification and targeted manipulation of such shared experiences and their neural underpinnings. This revealed that painful experiences can be shared on different representational levels, from pain-specific to domain-general features, such as negative affect and its regulation. In view of direct links between such representations and social behaviors such as prosocial behavior, conditions characterized by aberrant pain processing may come along with heavy impairments in the social domain, depending on the affected representational level. This has wide potential implications in light of the high prevalence of pain-related clinical conditions, their management, and the overuse of pain medication. In this review and opinion paper, we aim to chart the path toward a better understanding of the link between shared affect and prosocial behavior.
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Affiliation(s)
- Markus Rütgen
- Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden.
| | - Claus Lamm
- Social, Cognitive and Affective Neuroscience Unit, Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria; Vienna Cognitive Science Hub, University of Vienna, Vienna, Austria.
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Banwinkler M, Rütgen M, Lamm C, Hartmann H. A pill as a quick solution: association between painkiller intake, empathy, and prosocial behavior. Sci Rep 2023; 13:18320. [PMID: 37884594 PMCID: PMC10603176 DOI: 10.1038/s41598-023-45267-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 10/17/2023] [Indexed: 10/28/2023] Open
Abstract
Previous research has demonstrated a link between the administration of analgesic drugs and the reduction of empathy levels in humans. This apparent blunting effect of pain medication has been explained through shared neural mechanisms for the first-hand and the empathic experience of pain (simulation theory). Considering that analgesics are among the most consumed drugs in the world and the ability to empathize with others is fundamental to human social interactions, the aim of the present study was to investigate whether the typical day-to-day analgesic consumption rate in Austria and Germany is associated with a reduction in empathy and prosocial behavior. We therefore collected self-reports of analgesic consumption behavior as well as empathy for pain and prosocial behavior measures in an online survey (n = 940). Analyses revealed no significant association between the analgesic intake frequency and measures of empathy or prosocial behavior. However, liberal intake of analgesics (i.e. mind-set of "a pill is a quick solution") was linked to lower empathic concern and helping behavior, which may hint towards a negative effect in people who take pain medication for non-pain related issues or episodes of low pain. Nevertheless, further research is needed to investigate the effects of analgesic drugs in high frequency users.
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Affiliation(s)
- Magdalena Banwinkler
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne Germany, University of Cologne, Cologne, Germany
| | - Markus Rütgen
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Claus Lamm
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Helena Hartmann
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria.
- Clinical Neurosciences, Department for Neurology and Center for Translational and Behavioral Neuroscience, University Hospital Essen, Essen, Germany.
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Roberts RL, Garland EL. Association between opioid use disorder and blunted heart rate variability among opioid-treated chronic pain patients. Addict Biol 2022; 27:e13230. [PMID: 36301218 PMCID: PMC10234179 DOI: 10.1111/adb.13230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 08/14/2022] [Accepted: 08/21/2022] [Indexed: 01/24/2023]
Abstract
Given the severity of the ongoing opioid epidemic, it is essential to understand the mechanisms of risk for development and maintenance of opioid use disorder (OUD). The aim of the current large-scale psychophysiological investigation was to test whether patients with OUD had lower resting-state high-frequency heart rate variability (HF-HRV) than those without OUD, controlling for sociodemographic and clinical confounds. Additionally, we tested whether HF-HRV was associated with opioid craving in this population. Participants in this cross-sectional study were 490 chronic pain patients (50.4% female) treated with long-term opioid therapy. OUD diagnosis was determined by psychiatric interview. HF-HRV was measured at resting baseline. We computed the association between OUD and resting-state HF-HRV, controlling for age, gender, race, pain severity, emotional distress and opioid dose. Opioid craving was measured with visual analogue scales to assess whether HF-HRV was associated with craving. Results showed that resting HF-HRV was significantly lower for patients with OUD than for those without OUD (p < 0.001, d = 0.36), indicating deficits in autonomic flexibility. OUD diagnosis (p = 0.002) and OUD severity (p = 0.03) were associated with lower HF-HRV in regression models accounting for a range of confounders. Additionally, lower HF-HRV was significantly (but weakly) correlated with heightened opioid craving (r = -0.166, p < 0.001). Overall, findings suggest that resting-state HF-HRV may serve as a valid biomarker of addiction among people on long-term opioid therapy.
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Affiliation(s)
- R Lynae Roberts
- Center on Mindfulness and Integrative Health Intervention Development (C-MIIND), University of Utah, Salt Lake City, Utah, USA
- College of Social Work, University of Utah, Salt Lake City, Utah, USA
| | - Eric L Garland
- Center on Mindfulness and Integrative Health Intervention Development (C-MIIND), University of Utah, Salt Lake City, Utah, USA
- College of Social Work, University of Utah, Salt Lake City, Utah, USA
- Veterans Health Care Administration VISN 19 Whole Health, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
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Massaccesi C, Korb S, Willeit M, Quednow BB, Silani G. Effects of the mu-opioid receptor agonist morphine on facial mimicry and emotion recognition. Psychoneuroendocrinology 2022; 142:105801. [PMID: 35609510 DOI: 10.1016/j.psyneuen.2022.105801] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 05/02/2022] [Accepted: 05/11/2022] [Indexed: 11/30/2022]
Abstract
Facial mimicry and emotion recognition are two socio-cognitive abilities involved in adaptive socio-emotional behavior, promoting affiliation and the establishment of social bonds. The mu-opioid receptor (MOR) system plays a key role in affiliation and social bonding. However, it remains unclear whether MORs are involved in the categorization and spontaneous mimicry of emotional facial expressions. Using a randomized, placebo-controlled, double-blind, between-subjects design, we investigated in 82 healthy female volunteers the effects of the specific MOR agonist morphine on the recognition accuracy of emotional faces (happiness, anger, fear), and on their facial mimicry (measured with electromyography). Frequentist statistics did not reveal any significant effects of drug administration on facial mimicry or emotion recognition abilities. However, post hoc Bayesian analyses provided support for an effect of morphine on facial mimicry of fearful facial expressions. Specifically, compared to placebo, morphine reduced mimicry of fear, as shown by lower activity of the frontalis muscle. Bayesian analyses also provided support for the absence of a drug effect on mimicry of happy and angry facial expressions, which were assessed with the zygomaticus major and corrugator supercilii muscles, as well as on emotion recognition accuracy. These findings suggest that MOR activity is involved in automatic facial responses to fearful stimuli, but not in their identification. Overall, the current results, together with the previously reported small effects of opioid compounds, suggest a relatively marginal role of the MOR system in emotion simulation and perception.
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Affiliation(s)
- Claudia Massaccesi
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Austria.
| | - Sebastian Korb
- Department of Psychology, University of Essex, Colchester, United Kingdom; Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, University of Vienna, Austria
| | - Matthaeus Willeit
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria
| | - Boris B Quednow
- Experimental and Clinical Pharmacopsychology, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital of the University of Zurich, Zurich, Switzerland; Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology, Zurich, Switzerland
| | - Giorgia Silani
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Austria
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Kwon ES, Kittaneh AA, Gerardo GM, Koenig J, Thayer JF, Williams DP. Resting Heart Rate Variability, Perceived Emotion Regulation, and Low-Risk Drug Use in College-Aged Adults: Gender as a Moderator. Front Psychiatry 2022; 13:885217. [PMID: 35859605 PMCID: PMC9289149 DOI: 10.3389/fpsyt.2022.885217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 06/09/2022] [Indexed: 11/15/2022] Open
Abstract
Identification of individual differences in drug use is warranted, as a history of use is associated with future drug problems. Such drug use is thought to disrupt inhibitory and motivation networks involved in emotion regulation (ER). Higher resting heart rate variability (HRV), a biomarker of effective inhibitory abilities, is associated with less substance (e.g., alcohol, opioid) use. Higher HRV is associated with lower perceived ER difficulties, and this link is stronger in women relative to men. Evidence suggests women might engage in drug use primarily to reduce stress, and men primarily to induce feelings of elation. Research has yet to examine associations among individuals' difficulties in ER, resting HRV, and a recent history of drug use; the current study explored this, in addition to how these associations might differ as a function of gender. Young and healthy college students (N = 190; 88 women) completed a 5-min baseline to assess resting HRV, followed by the 36-item difficulties in ER Scale and 10-item Drug Abuse Screening Test. Higher difficulties in ER, but not resting HRV, were associated with a greater history of "low-risk" drug use in the full sample and moderation tests confirm this link was stronger in women. Moderated-mediation results confirmed an indirect association between resting HRV and drug use, mediated by self-reported difficulties among women only. A significant association between resting HRV and Difficulties in Emotion Regulation Scale (DERS) emerged only among women without a history of drug use. These results indicate that difficulties in ER are both associated with a low-risk history of drug use and underlie an indirect link between resting HRV and drug use history in women only. Among these women with a history of drug use relative to women without, there was no link between resting HRV and self-reported difficulties in ER, suggesting a disrupted inhibitory-motivational pathway. Additional work is needed to understand the psychophysiological correlates of a history of low-risk drug use in young men. These data are in line with research suggesting gender differences in the motivation to engage in recreational drug use and ER interventions might be important in women who engage in low-risk recreational drug use.
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Affiliation(s)
- Enoch S Kwon
- Department of Psychological Science, University of California, Irvine, Irvine, CA, United States
| | - Ahmad A Kittaneh
- Department of Psychology, Kent State University, Kent, OH, United States
| | - Gina M Gerardo
- Department of Psychology, The Ohio State University, Columbus, OH, United States
| | - Julian Koenig
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Julian F Thayer
- Department of Psychological Science, University of California, Irvine, Irvine, CA, United States
| | - DeWayne P Williams
- Department of Psychological Science, University of California, Irvine, Irvine, CA, United States
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