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Sangchooli, A., Zare-Bidoky, M., Jouzdani, A. F., Schacht, J., Bjork, J. M., Claus, E. D., . . . Ekhtiari, H. (2024). Parameter Space and Potential for Biomarker Development in 25 Years of fMRI Drug Cue Reactivity. JAMA psychiatry, 81(4), 414-425
Open this publication in new window or tab >>Parameter Space and Potential for Biomarker Development in 25 Years of fMRI Drug Cue Reactivity
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2024 (English)In: JAMA psychiatry, ISSN 2168-6238, E-ISSN 2168-622X, Vol. 81, no 4, p. 414-425Article, review/survey (Refereed) Published
Abstract [en]

Importance In the last 25 years, functional magnetic resonance imaging drug cue reactivity (FDCR) studies have characterized some core aspects in the neurobiology of drug addiction. However, no FDCR-derived biomarkers have been approved for treatment development or clinical adoption. Traversing this translational gap requires a systematic assessment of the FDCR literature evidence, its heterogeneity, and an evaluation of possible clinical uses of FDCR-derived biomarkers. Objective To summarize the state of the field of FDCR, assess their potential for biomarker development, and outline a clear process for biomarker qualification to guide future research and validation efforts. Evidence Review The PubMed and Medline databases were searched for every original FDCR investigation published from database inception until December 2022. Collected data covered study design, participant characteristics, FDCR task design, and whether each study provided evidence that might potentially help develop susceptibility, diagnostic, response, prognostic, predictive, or severity biomarkers for 1 or more addictive disorders. Findings There were 415 FDCR studies published between 1998 and 2022. Most focused on nicotine (122 [29.6%]), alcohol (120 [29.2%]), or cocaine (46 [11.1%]), and most used visual cues (354 [85.3%]). Together, these studies recruited 19 311 participants, including 13 812 individuals with past or current substance use disorders. Most studies could potentially support biomarker development, including diagnostic (143 [32.7%]), treatment response (141 [32.3%]), severity (84 [19.2%]), prognostic (30 [6.9%]), predictive (25 [5.7%]), monitoring (12 [2.7%]), and susceptibility (2 [0.5%]) biomarkers. A total of 155 interventional studies used FDCR, mostly to investigate pharmacological (67 [43.2%]) or cognitive/behavioral (51 [32.9%]) interventions; 141 studies used FDCR as a response measure, of which 125 (88.7%) reported significant interventional FDCR alterations; and 25 studies used FDCR as an intervention outcome predictor, with 24 (96%) finding significant associations between FDCR markers and treatment outcomes. Conclusions and Relevance Based on this systematic review and the proposed biomarker development framework, there is a pathway for the development and regulatory qualification of FDCR-based biomarkers of addiction and recovery. Further validation could support the use of FDCR-derived measures, potentially accelerating treatment development and improving diagnostic, prognostic, and predictive clinical judgments.

Place, publisher, year, edition, pages
AMER MEDICAL ASSOC, 2024
National Category
Psychiatry
Identifiers
urn:nbn:se:liu:diva-201166 (URN)10.1001/jamapsychiatry.2023.5483 (DOI)001160866300001 ()38324323 (PubMedID)2-s2.0-85184891004 (Scopus ID)
Note

Funding Agencies|Deutsche Forschungsgemeinschaft

Available from: 2024-02-26 Created: 2024-02-26 Last updated: 2025-04-24Bibliographically approved
Selim, M. K., Harel, M., De Santis, S., Perini, I., Sommer, W. H., Heilig, M., . . . Canals, S. (2024). Repetitive deep TMS in alcohol dependent patients halts progression of white matter changes in early abstinence. Psychiatry and Clinical Neurosciences, 78(3), 176-185
Open this publication in new window or tab >>Repetitive deep TMS in alcohol dependent patients halts progression of white matter changes in early abstinence
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2024 (English)In: Psychiatry and Clinical Neurosciences, ISSN 1323-1316, E-ISSN 1440-1819, Vol. 78, no 3, p. 176-185Article in journal (Refereed) Published
Abstract [en]

Aim: Alcohol use disorder (AUD) is the most prevalent form of addiction, with a great burden on society and limited treatment options. A recent clinical trial reported significant clinical benefits of deep transcranial magnetic stimulations (Deep TMS) targeting midline frontocortical areas. However, the underlying biological substrate remained elusive. Here, we report the effect of Deep TMS on the microstructure of white matter.Methods: A total of 37 (14 females) AUD treatment-seeking patients were randomized to sham or active Deep TMS. Twenty (six females) age-matched healthy controls were included. White matter integrity was evaluated by fractional anisotropy (FA). Secondary measures included brain functional connectivity and self-reports of craving and drinking units in the 3 months of follow-up period.Results: White matter integrity was compromised in patients with AUD relative to healthy controls, as reflected by the widespread reduction in FA. This alteration progressed during early abstinence (3 weeks) in the absence of Deep TMS. However, stimulation of midline frontocortical areas arrested the progression of FA changes in association with decreased craving and relapse scores. Reconstruction of axonal tracts from white-matter regions showing preserved FA values identified cortical regions in the posterior cingulate and dorsomedial prefrontal cortices where functional connectivity was persistently modulated. These effects were absent in the sham-stimulated group.Conclusions: By integrating brain structure and function to characterize the alcohol-dependent brain, this study provides mechanistic insights into the TMS effect, pointing to myelin plasticity as a possible mediator.

Place, publisher, year, edition, pages
WILEY, 2024
Keywords
Addiction Remission Network; Alcohol Use Disorder; Deep TMS; DTI; fMRI
National Category
Neurology
Identifiers
urn:nbn:se:liu:diva-199997 (URN)10.1111/pcn.13624 (DOI)001123916900001 ()38085120 (PubMedID)
Note

Funding Agencies|European Union [668863-SyBil-AA]; Spanish Ministerio de Ciencia e Innovacion, Agencia Estatal de Investigacion [PID2021-128158NB-C21, PID2021-128909NA-I00]; Programs for Centres of Excellence in R&D Severo Ochoa, Agencia Estatal de Investigacion [CEX2021-001165-S]; Swedish Research Council [100010434]; La Caixa Foundation [LCF/BQ/DI18/11660067, 713673]; Marie Sklodowska-Curie- COFUND [CIPROM/2022/15]; CSIC Open Access Publication Support Initiative through its Unit of Information Resources for Research (URICI); Spanish Generalitat Valenciana Government (PROMETEO) [CIDEGENT/2021/015]; [2013-07434]

Available from: 2024-01-11 Created: 2024-01-11 Last updated: 2024-10-22Bibliographically approved
Löfberg, A., Gustafsson, P. A., Gauffin, E., Perini, I., Heilig, M. & Capusan, A. J. (2023). Assessing Childhood Maltreatment Exposure in Patients Without and With a Diagnosis of Substance Use Disorder. Journal of addiction medicine, 17(3), 263-270
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
Perini, I., Mayo, L. M., Johansson Capusan, A., Paul, E., Yngve, A., Kämpe, R., . . . Heilig, M. (2023). Resilience to substance use disorder following childhood maltreatment: association with peripheral biomarkers of endocannabinoid function and neural indices of emotion regulation. Molecular Psychiatry (6), 2563-2571
Open this publication in new window or tab >>Resilience to substance use disorder following childhood maltreatment: association with peripheral biomarkers of endocannabinoid function and neural indices of emotion regulation
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2023 (English)In: Molecular Psychiatry, ISSN 1359-4184, E-ISSN 1476-5578, no 6, p. 2563-2571Article in journal (Refereed) Published
Abstract [en]

Childhood maltreatment (CM) is a risk factor for substance use disorders (SUD) in adulthood. Understanding the mechanisms by which people are susceptible or resilient to developing SUD after exposure to CM is important for improving intervention. This case-control study investigated the impact of prospectively assessed CM on biomarkers of endocannabinoid function and emotion regulation in relation to the susceptibility or resilience to developing SUD. Four groups were defined across the dimensions of CM and lifetime SUD (N = 101 in total). After screening, participants completed two experimental sessions on separate days, aimed at assessing the behavioral, physiological, and neural mechanisms involved in emotion regulation. In the first session, participants engaged in tasks assessing biochemical (i.e., cortisol, endocannabinoids), behavioral, and psychophysiological indices of stress and affective reactivity. During the second session, the behavioral and brain mechanisms associated with emotion regulation and negative affect were investigated using magnetic resonance imaging. CM-exposed adults who did not develop SUD, operationally defined as resilient to developing SUD, had higher peripheral levels of the endocannabinoid anandamide at baseline and during stress exposure, compared to controls. Similarly, this group had increased activity in salience and emotion regulation regions in task-based measures of emotion regulation compared to controls, and CM-exposed adults with lifetime SUD. At rest, the resilient group also showed significantly greater negative connectivity between ventromedial prefrontal cortex and anterior insula compared to controls and CM-exposed adults with lifetime SUD. Collectively, these peripheral and central findings point to mechanisms of potential resilience to developing SUD after documented CM exposure.

Place, publisher, year, edition, pages
SPRINGERNATURE, 2023
National Category
Psychiatry
Identifiers
urn:nbn:se:liu:diva-193375 (URN)10.1038/s41380-023-02033-y (DOI)000967871600001 ()37041416 (PubMedID)
Note

Funding Agencies|Swedish Research Council for Infrastructures and Science for Life Laboratory, Sweden; Swedish Research Council [2013-07434]; Medical Training and Research Agreement in Ostergotland Region [ALF 2017: LIO-599451, ALF 2018: LIO-692621, ALF 2019: LIO-791581, ALF 2020: RO-888021, ALF 2021: RO-935602]; Systembolagets alkoholforskningsrad [2016-0018, 2017-0075, 2018-0030, 2019-0007]; Brain & Behavior Research Foundation NARSAD Young Investigator Grant [27094]

Available from: 2023-05-03 Created: 2023-05-03 Last updated: 2024-05-02Bibliographically approved
Middleton, S. J., Perini, I., Themistocleous, A. C., Weir, G. A., McCann, K., Barry, A. M., . . . Bennett, D. L. (2022). Na(v)1.7 is required for normal C-low threshold mechanoreceptor function in humans and mice. Brain, 1145(10), 3637-3653
Open this publication in new window or tab >>Na(v)1.7 is required for normal C-low threshold mechanoreceptor function in humans and mice
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2022 (English)In: Brain, ISSN 0006-8950, E-ISSN 1460-2156, Vol. 1145, no 10, p. 3637-3653Article in journal (Refereed) Published
Abstract [en]

Middleton, Perini et al. show that the role of Na(v)1.7 extends beyond pain perception. Using a multidisciplinary, cross-species approach, they show that Na(v)1.7 is also essential for C-low threshold mechanoreceptor function in mice and humans, regulating pleasant touch, punctate discrimination and sensitivity to cooling. Patients with bi-allelic loss of function mutations in the voltage-gated sodium channel Nav1.7 present with congenital insensitivity to pain (CIP), whilst low threshold mechanosensation is reportedly normal. Using psychophysics (n = 6 CIP participants and n = 86 healthy controls) and facial electromyography (n = 3 CIP participants and n = 8 healthy controls), we found that these patients also have abnormalities in the encoding of affective touch, which is mediated by the specialized afferents C-low threshold mechanoreceptors (C-LTMRs). In the mouse, we found that C-LTMRs express high levels of Nav1.7. Genetic loss or selective pharmacological inhibition of Nav1.7 in C-LTMRs resulted in a significant reduction in the total sodium current density, an increased mechanical threshold and reduced sensitivity to non-noxious cooling. The behavioural consequence of loss of Nav1.7 in C-LTMRs in mice was an elevation in the von Frey mechanical threshold and less sensitivity to cooling on a thermal gradient. Nav1.7 is therefore not only essential for normal pain perception but also for normal C-LTMR function, cool sensitivity and affective touch.

Place, publisher, year, edition, pages
OXFORD UNIV PRESS, 2022
Keywords
affective touch; C-low threshold mechanoreceptors; congenital insensitivity to pain; Na(v)1; 7
National Category
Clinical Laboratory Medicine
Identifiers
urn:nbn:se:liu:diva-187747 (URN)10.1093/brain/awab482 (DOI)000839656800001 ()34957475 (PubMedID)
Note

Funding Agencies|Wellcome Trust [102645/Z/13/Z]; UK Medical Research Council [MR/T020113/1]; NIHR Cambridge Clinical Research Facility; NIHR Eastern Clinical Research; Swedish Research Council [2015-02684]; ALF Grants; Region Ostergotland; Knut and Alice Wallenberg Foundation; Wellcome [202747/Z/16/Z]

Available from: 2022-08-30 Created: 2022-08-30 Last updated: 2023-02-16Bibliographically approved
Perini, I., Kroll, S., Mayo, L. M. & Heilig, M. (2022). Social Acts and Anticipation of Social Feedback (1ed.). In: Miczek, K.A., Sinha, R. (Ed.), Neuroscience of Social Stress: (pp. 393-416). Cham: Springer
Open this publication in new window or tab >>Social Acts and Anticipation of Social Feedback
2022 (English)In: Neuroscience of Social Stress / [ed] Miczek, K.A., Sinha, R., Cham: Springer, 2022, 1, p. 393-416Chapter in book (Other academic)
Abstract [en]

Socialization happens so regularly in humans that it can be perceived as an effortless activity. However, it reflects a sophisticated behavior, pervaded by anticipation and emotion. The fast-paced social interplay, strongly mediated by facial expressions, can be considered one of the most frequent high-order motor acts within the human behavioral repertoire. The ability to adequately process social feedback is critical for appropriate socialization and affects well-being. The social difficulties often observed in psychiatric patients highlight the link between mental health and successful socialization and the importance of characterizing the behavioral and neural mechanisms of social interaction. This chapter will present some cross-species evidence on the cortical regions engaged during social interactions including facial expressions, and the impact of induced or perceived social stress on the experience of social interactions.

Place, publisher, year, edition, pages
Cham: Springer, 2022 Edition: 1
Series
Current Topics in Behavioral Neurosciences, ISSN 1866-3389, E-ISSN 1866-3389 ; 54
Keywords
Anterior cingulate cortex; Midcingulate cortex; Social behavior; Social stress; facial expressions
National Category
Neurosciences
Identifiers
urn:nbn:se:liu:diva-193357 (URN)10.1007/7854_2021_274 (DOI)001286647500015 ()34784025 (PubMedID)2-s2.0-85131700982 (Scopus ID)9783031042560 (ISBN)9783031042553 (ISBN)
Available from: 2023-05-02 Created: 2023-05-02 Last updated: 2025-10-10Bibliographically approved
Perini, I., Kämpe, R., Arlestig, T., Karlsson, H., Löfberg, A., Pietrzak, M., . . . Heilig, M. (2020). Repetitive transcranial magnetic stimulation targeting the insular cortex for reduction of heavy drinking in treatment-seeking alcohol-dependent subjects: a randomized controlled trial. Neuropsychopharmacology, 45(5), 842-850
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
Perini, I., Morrison, I. & Olausson, H. (2015). Seeking pleasant touch: neural correlates of behavioral preferences for skin stroking. Frontiers in Behavioral Neuroscience, 9(8)
Open this publication in new window or tab >>Seeking pleasant touch: neural correlates of behavioral preferences for skin stroking
2015 (English)In: Frontiers in Behavioral Neuroscience, E-ISSN 1662-5153, Vol. 9, no 8Article in journal (Refereed) Published
Abstract [en]

Affective touch is a dynamic process. In this fMRI study we investigated affective touch by exploring its effects on overt behavior. Arm and palm skin were stroked with a soft brush at five different velocities (0.3, 1, 10, 3, and 30 cm s(-1)), using a novel feedback-based paradigm. Following stimulation in each trial, participants actively chose whether the caress they would receive in the next trial would be the same speed ("repeat") or different ("change"). Since preferred stroking speeds should be sought with greater frequency than non-preferred speeds, this paradigm provided a measure of such preferences in the form of active choices. The stimulation velocities were implemented with respect to the differential subjective pleasantness ratings they elicit in healthy subjects, with intermediate velocities (1, 10, and 3 cm s(-1)) considered more pleasant than very slow or very fast ones. Such pleasantness ratings linearly correlate with changes in mean firing rates of unmyelinated low-threshold C-tactile (CT) afferent nerves in the skin. Here, gentle, dynamic stimulation optimal for activating CT-afferents not only affected behavioral choices, but engaged brain regions involved in reward-related behavior and decision-making. This was the case for both hairy skin of the arm, where CTs are abundant, and glabrous skin of the palm, where CTs are absent. These findings provide insights on central and behavioral mechanisms underlying the perception of affective touch, and indicate that seeking affective touch involves value-based neural processing that is ultimately reflected in behavioral preferences.

Place, publisher, year, edition, pages
Frontiers, 2015
Keywords
fMRI; CT afferents; affective touch; seeking behavior; interoception
National Category
Clinical Medicine
Identifiers
urn:nbn:se:liu:diva-114564 (URN)10.3389/fnbeh.2015.00008 (DOI)000348851300001 ()25698948 (PubMedID)
Note

Funding Agencies|Templeton Positive Neuroscience Award; Swedish Research Council Distinguished Young Researcher grant [FF-2013-687]

Available from: 2015-03-02 Created: 2015-02-26 Last updated: 2024-07-04
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-5972-0913

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