Role of Pavlovian Mechanisms for Control Over Substance Use
NCT ID: NCT06701487
Last Updated: 2024-11-22
Study Results
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Basic Information
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RECRUITING
200 participants
OBSERVATIONAL
2024-08-05
2027-06-30
Brief Summary
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Detailed Description
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1\. The investigators aim to compare general and specific PIT effects in patients with moderate to severe substance use disorder (Alcohol, Methamphetamine, Amphetamine and Cocaine) and healthy controls using the newly developed (1st FP) full transfer task and fMRI The investigators expect enhanced general PIT effects in patients compared to controls at the behavioral level, and at the neuronal level enhanced PIT-associated activations in the striatum, and lower activation in the prefrontal cortex (e.g., dlPFC).
The investigators expect enhanced general PIT effects in patients with multiple SUD compared to patients with single SUD.
The investigators expect increased behavioral and neuronal alcohol-specific PIT effects in patients groups that also meet AUD criteria compared to controls and to patients without AUD.
The investigators expect stronger behavioral and neural PIT effects (both general and specific) to predict more substance use at 3-month follow-up.
Therefore, the investigators aim to conduct the Experiments with the following Hypotheses:
Here the investigators assess on a behavioral and neural level a general and specific PIT task by using the full transfer task which was developed in the 1st FP and allows the assessment of both PIT tasks in one paradigm. This task consists of 4 parts: instrumental training, Pavlovian conditioning, Pavlovian-to-instrumental transfer phase and query trials to test participants' explicit knowledge.
The investigators will investigate HCs and three patient groups of high clinical relevance: Patients with (1) AUD without comorbid SUD (cannabis, methamphetamine, amphetamine or cocaine), (2) AUD with comorbid SUD (cannabis and/or methamphetamine and/or amphetamine and/or cocaine), (3) SUD (cannabis and/or methamphetamine and/or amphetamine and/or cocaine) without AUD. The investigators will recruit patients through the addiction outpatient clinic of the Charité (mainly cannabis), the special outpatient clinic for MUD at the University Hospital Dresden as well as the investigators' strategic partner clinic in Radebeul und Städtisches Klinikum Dresden. Furthermore, the investigators will be recruiting from the general population using advertisement. On site, they undergo the comprehensive assessment implemented for the TRR cohort during the 1st FP. The full PIT paradigm is applied as described in Figure 3. Three months after the examination, an online follow-up on the clinical course will be done by using redcap-based questionnaires.
Methods:
WP1 will follow an ANOVA with four groups, including post-hoc group differences.
Functional imaging data will be conducted using a 3 T MR scanner to acquire gradient echo t2\*-weighted echo-planar images (EPI) and analyzed with SPM12. EPI images will be preprocessed and analyzed as implemented during the 1st FP.
Expected results:
The investigators expect that general PIT effects are increased in all patient groups vs. HCs. Moreover, the investigators expect that patients with AUD + comorbid SUD have greater general PIT effects than patients with AUD alone. Concerning alcohol specific PIT, the investigators expect that both AUD groups, but not patients with SUD without AUD have greater effects than HCs. Moreover, the investigators expect that patients with AUD + comorbid SUD have greater alcohol specific PIT effects than patients with AUD alone. Concerning neuroimaging, the investigators expect greater activations in striatum and reduced activation in the DLPFC during PIT in all patient groups vs. HCs. Moreover, the investigators expect greater activations in striatum and reduced activation in the DLPFC in patients with AUD + comorbid SUD as well as in patients with AUD alone. Of note, the investigators expect similar neural activations during specific PIT in HCs and patients with SUD without AUD.
Hypothesis 1a.:
General PIT effects are increased in all patient groups vs. HCs. Specifically, patients with AUD + comorbid SUD will show greater general PIT effects than patients with AUD alone. At the neuronal level patients will show enhanced PIT-associated activations in the striatum, and lower activation in the prefrontal cortex (e.g., dlPFC).
Hypothesis 1b:
Concerning alcohol specific PIT, it is expected that both AUD groups, but not patients with SUD without AUD have greater effects than HC. Moreover, patients with AUD + comorbid SUD will have greater alcohol specific PIT effects than patients with AUD alone. Moreover, the investigators expect greater activations in striatum and reduced activation in the DLPFC in patients with AUD + comorbid SUD as well as in patients with AUD alone.
Hypothesis 1c:
The investigators expect that enhanced specific and general PIT effects are associated with increased substance use at the 3-month follow-up.
Alternative strategies: In case of doubt about the extent to which gustatory alcohol and juice rewards increase the PIT effect in subjects with comorbid SUD, the investigators might alternatively develop and pilot a specific PIT paradigm with substance-related pictures.
Conditions
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Study Design
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CASE_CONTROL
PROSPECTIVE
Study Groups
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Alcohol use disorder (AUD)
Participants with alcohol use disorder (moderate to severe if no withdrawal symptoms) and no other substance use disorder (SUD)
fMRI imaging (BOLD)
Will be used to investigate neural correlates of Pavlovian-to-instrumental transfer (PIT) effects by measuring the blood oxygenation level dependent (BOLD) response of neural activation in the mesolimbic system.
sMRI (structure)
Will be used to investigate neural correlates of PIT effects by identifying abnormalities in cortical gray and white matter volume.
Pavlovian-to-instrumental transfer (PIT) paradigm
The paradigm consists of four parts:
In the first part, an instrumental learning task is completed in which subjects must learn which stimuli require a response and which do not. In the second part, a classical (Pavlovian) conditioning task is then completed in which subjects learn by passive viewing which stimuli are associated with certain amounts of money. The third part measures to which instrumental responses (learned in Part 1) are modulated by the presentation of the classically conditioned stimuli (learned in Part 2). At the same time drug-associated stimuli are presented in the background measuring to which extent they conflict with the learned instrumental behavior. In the last part, query trials are implemented in which the participants have to choose between two pictures to assess the relative cue value.
Basic psychological assessment (interview)
* Alcohol, Smoking and Substance Involvement Screening Test (ASSIST)
* Quantity Frequency: Alcohol, Cannabis, (Meth-) Amphetamine, Cocaine)
* SCID: AUD and SUD (Cannabis, Methamphetamine, Amphetamine, Cocaine) criteria and last year \& depressive symptoms \& symptoms for Mania and psychotic disorder (acute and lifetime) MiniDIPS psychotic disorders
Basic psychological assessment (questionnaires)
* Sociodemographics
* Edinburgh Handedness Inventory (EHI)
* Fagerström Test for Nicotine depend (FTND)
* Barratt Impulsiveness Scale - Kurzversion (BIS-15)
* Allgemeine Depressionsskala (ADS)
* State-Trait-Anxiety Inventory (STAI-T and STAI-S)
* Adult ADHD Self-Report Scale (ASRS)
* Alcohol Use Disorders Identification Test (AUDIT)
* CAS -A (Alkohol)
* Cannabis Use Disorders Identification Test (CUDIT)
* Fragebogen zu Gedanken und Gefühle 14 Items (FGG-14)
* Fragebogen zur Sozialen Unterstützung (F-SozU-K14)
* Trierer Inventar zum chronischen Stress (TICS)
* Oslo 3-Items-Social-Support Scale (Oslo-3)
* Social Readjustment Rating Scale (SRRS)
* International Trauma Questionnaire (ITQ)
* Positive and Negative Affect Schedule (PANAS)
Neuropsychological tests
* Digit-Symbol-Test (DST)
* Digit Span Task
* Value-based decision-making task (VBDM)
Alcohol use disorder (AUD) and Substance use disorder (SUD)
Participants with Alcohol use disorder (AUD) and comorbid Substance use disorder (SUD) (moderate to severe cases without withdrawal symptoms) including:
Participants with alcohol use disorder (AUD) and/or cannabis use disorder and/or methamphetamine use disorder and/or amphetamine use disorder and/or cocaine use disorder.
fMRI imaging (BOLD)
Will be used to investigate neural correlates of Pavlovian-to-instrumental transfer (PIT) effects by measuring the blood oxygenation level dependent (BOLD) response of neural activation in the mesolimbic system.
sMRI (structure)
Will be used to investigate neural correlates of PIT effects by identifying abnormalities in cortical gray and white matter volume.
Pavlovian-to-instrumental transfer (PIT) paradigm
The paradigm consists of four parts:
In the first part, an instrumental learning task is completed in which subjects must learn which stimuli require a response and which do not. In the second part, a classical (Pavlovian) conditioning task is then completed in which subjects learn by passive viewing which stimuli are associated with certain amounts of money. The third part measures to which instrumental responses (learned in Part 1) are modulated by the presentation of the classically conditioned stimuli (learned in Part 2). At the same time drug-associated stimuli are presented in the background measuring to which extent they conflict with the learned instrumental behavior. In the last part, query trials are implemented in which the participants have to choose between two pictures to assess the relative cue value.
Basic psychological assessment (interview)
* Alcohol, Smoking and Substance Involvement Screening Test (ASSIST)
* Quantity Frequency: Alcohol, Cannabis, (Meth-) Amphetamine, Cocaine)
* SCID: AUD and SUD (Cannabis, Methamphetamine, Amphetamine, Cocaine) criteria and last year \& depressive symptoms \& symptoms for Mania and psychotic disorder (acute and lifetime) MiniDIPS psychotic disorders
Basic psychological assessment (questionnaires)
* Sociodemographics
* Edinburgh Handedness Inventory (EHI)
* Fagerström Test for Nicotine depend (FTND)
* Barratt Impulsiveness Scale - Kurzversion (BIS-15)
* Allgemeine Depressionsskala (ADS)
* State-Trait-Anxiety Inventory (STAI-T and STAI-S)
* Adult ADHD Self-Report Scale (ASRS)
* Alcohol Use Disorders Identification Test (AUDIT)
* CAS -A (Alkohol)
* Cannabis Use Disorders Identification Test (CUDIT)
* Fragebogen zu Gedanken und Gefühle 14 Items (FGG-14)
* Fragebogen zur Sozialen Unterstützung (F-SozU-K14)
* Trierer Inventar zum chronischen Stress (TICS)
* Oslo 3-Items-Social-Support Scale (Oslo-3)
* Social Readjustment Rating Scale (SRRS)
* International Trauma Questionnaire (ITQ)
* Positive and Negative Affect Schedule (PANAS)
Neuropsychological tests
* Digit-Symbol-Test (DST)
* Digit Span Task
* Value-based decision-making task (VBDM)
Non-AUD Substance use disorder (SUD)
Participants with substance use disorder (moderate to severe cases without withdrawal symptoms) without alcohol use disorder (AUD) including:
Participants with methamphetamine use disorder and/or cannabis use disorder and/or amphetamine use disorder and/or cocaine use disorder
fMRI imaging (BOLD)
Will be used to investigate neural correlates of Pavlovian-to-instrumental transfer (PIT) effects by measuring the blood oxygenation level dependent (BOLD) response of neural activation in the mesolimbic system.
sMRI (structure)
Will be used to investigate neural correlates of PIT effects by identifying abnormalities in cortical gray and white matter volume.
Pavlovian-to-instrumental transfer (PIT) paradigm
The paradigm consists of four parts:
In the first part, an instrumental learning task is completed in which subjects must learn which stimuli require a response and which do not. In the second part, a classical (Pavlovian) conditioning task is then completed in which subjects learn by passive viewing which stimuli are associated with certain amounts of money. The third part measures to which instrumental responses (learned in Part 1) are modulated by the presentation of the classically conditioned stimuli (learned in Part 2). At the same time drug-associated stimuli are presented in the background measuring to which extent they conflict with the learned instrumental behavior. In the last part, query trials are implemented in which the participants have to choose between two pictures to assess the relative cue value.
Basic psychological assessment (interview)
* Alcohol, Smoking and Substance Involvement Screening Test (ASSIST)
* Quantity Frequency: Alcohol, Cannabis, (Meth-) Amphetamine, Cocaine)
* SCID: AUD and SUD (Cannabis, Methamphetamine, Amphetamine, Cocaine) criteria and last year \& depressive symptoms \& symptoms for Mania and psychotic disorder (acute and lifetime) MiniDIPS psychotic disorders
Basic psychological assessment (questionnaires)
* Sociodemographics
* Edinburgh Handedness Inventory (EHI)
* Fagerström Test for Nicotine depend (FTND)
* Barratt Impulsiveness Scale - Kurzversion (BIS-15)
* Allgemeine Depressionsskala (ADS)
* State-Trait-Anxiety Inventory (STAI-T and STAI-S)
* Adult ADHD Self-Report Scale (ASRS)
* Alcohol Use Disorders Identification Test (AUDIT)
* CAS -A (Alkohol)
* Cannabis Use Disorders Identification Test (CUDIT)
* Fragebogen zu Gedanken und Gefühle 14 Items (FGG-14)
* Fragebogen zur Sozialen Unterstützung (F-SozU-K14)
* Trierer Inventar zum chronischen Stress (TICS)
* Oslo 3-Items-Social-Support Scale (Oslo-3)
* Social Readjustment Rating Scale (SRRS)
* International Trauma Questionnaire (ITQ)
* Positive and Negative Affect Schedule (PANAS)
Neuropsychological tests
* Digit-Symbol-Test (DST)
* Digit Span Task
* Value-based decision-making task (VBDM)
Control group
Healthy participants without AUD or SUD
fMRI imaging (BOLD)
Will be used to investigate neural correlates of Pavlovian-to-instrumental transfer (PIT) effects by measuring the blood oxygenation level dependent (BOLD) response of neural activation in the mesolimbic system.
sMRI (structure)
Will be used to investigate neural correlates of PIT effects by identifying abnormalities in cortical gray and white matter volume.
Pavlovian-to-instrumental transfer (PIT) paradigm
The paradigm consists of four parts:
In the first part, an instrumental learning task is completed in which subjects must learn which stimuli require a response and which do not. In the second part, a classical (Pavlovian) conditioning task is then completed in which subjects learn by passive viewing which stimuli are associated with certain amounts of money. The third part measures to which instrumental responses (learned in Part 1) are modulated by the presentation of the classically conditioned stimuli (learned in Part 2). At the same time drug-associated stimuli are presented in the background measuring to which extent they conflict with the learned instrumental behavior. In the last part, query trials are implemented in which the participants have to choose between two pictures to assess the relative cue value.
Basic psychological assessment (interview)
* Alcohol, Smoking and Substance Involvement Screening Test (ASSIST)
* Quantity Frequency: Alcohol, Cannabis, (Meth-) Amphetamine, Cocaine)
* SCID: AUD and SUD (Cannabis, Methamphetamine, Amphetamine, Cocaine) criteria and last year \& depressive symptoms \& symptoms for Mania and psychotic disorder (acute and lifetime) MiniDIPS psychotic disorders
Basic psychological assessment (questionnaires)
* Sociodemographics
* Edinburgh Handedness Inventory (EHI)
* Fagerström Test for Nicotine depend (FTND)
* Barratt Impulsiveness Scale - Kurzversion (BIS-15)
* Allgemeine Depressionsskala (ADS)
* State-Trait-Anxiety Inventory (STAI-T and STAI-S)
* Adult ADHD Self-Report Scale (ASRS)
* Alcohol Use Disorders Identification Test (AUDIT)
* CAS -A (Alkohol)
* Cannabis Use Disorders Identification Test (CUDIT)
* Fragebogen zu Gedanken und Gefühle 14 Items (FGG-14)
* Fragebogen zur Sozialen Unterstützung (F-SozU-K14)
* Trierer Inventar zum chronischen Stress (TICS)
* Oslo 3-Items-Social-Support Scale (Oslo-3)
* Social Readjustment Rating Scale (SRRS)
* International Trauma Questionnaire (ITQ)
* Positive and Negative Affect Schedule (PANAS)
Neuropsychological tests
* Digit-Symbol-Test (DST)
* Digit Span Task
* Value-based decision-making task (VBDM)
Interventions
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fMRI imaging (BOLD)
Will be used to investigate neural correlates of Pavlovian-to-instrumental transfer (PIT) effects by measuring the blood oxygenation level dependent (BOLD) response of neural activation in the mesolimbic system.
sMRI (structure)
Will be used to investigate neural correlates of PIT effects by identifying abnormalities in cortical gray and white matter volume.
Pavlovian-to-instrumental transfer (PIT) paradigm
The paradigm consists of four parts:
In the first part, an instrumental learning task is completed in which subjects must learn which stimuli require a response and which do not. In the second part, a classical (Pavlovian) conditioning task is then completed in which subjects learn by passive viewing which stimuli are associated with certain amounts of money. The third part measures to which instrumental responses (learned in Part 1) are modulated by the presentation of the classically conditioned stimuli (learned in Part 2). At the same time drug-associated stimuli are presented in the background measuring to which extent they conflict with the learned instrumental behavior. In the last part, query trials are implemented in which the participants have to choose between two pictures to assess the relative cue value.
Basic psychological assessment (interview)
* Alcohol, Smoking and Substance Involvement Screening Test (ASSIST)
* Quantity Frequency: Alcohol, Cannabis, (Meth-) Amphetamine, Cocaine)
* SCID: AUD and SUD (Cannabis, Methamphetamine, Amphetamine, Cocaine) criteria and last year \& depressive symptoms \& symptoms for Mania and psychotic disorder (acute and lifetime) MiniDIPS psychotic disorders
Basic psychological assessment (questionnaires)
* Sociodemographics
* Edinburgh Handedness Inventory (EHI)
* Fagerström Test for Nicotine depend (FTND)
* Barratt Impulsiveness Scale - Kurzversion (BIS-15)
* Allgemeine Depressionsskala (ADS)
* State-Trait-Anxiety Inventory (STAI-T and STAI-S)
* Adult ADHD Self-Report Scale (ASRS)
* Alcohol Use Disorders Identification Test (AUDIT)
* CAS -A (Alkohol)
* Cannabis Use Disorders Identification Test (CUDIT)
* Fragebogen zu Gedanken und Gefühle 14 Items (FGG-14)
* Fragebogen zur Sozialen Unterstützung (F-SozU-K14)
* Trierer Inventar zum chronischen Stress (TICS)
* Oslo 3-Items-Social-Support Scale (Oslo-3)
* Social Readjustment Rating Scale (SRRS)
* International Trauma Questionnaire (ITQ)
* Positive and Negative Affect Schedule (PANAS)
Neuropsychological tests
* Digit-Symbol-Test (DST)
* Digit Span Task
* Value-based decision-making task (VBDM)
Eligibility Criteria
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Inclusion Criteria
* AUD, and/or SUD subjects only: meet 4 or more criteria for DSM-5 alcohol-related and/or substance-related (cannabis, amphetamine, methamphetamine or cocaine disorder (not requiring withdrawal as assessed by an independent psychiatrist),
* Currently using alcohol without a desire for abstinence
* Ability to consent to the study and complete the questionnaires.
* Sufficient language(German) and motor skills for using PC
* existing health insurance
Exclusion Criteria
* Current threshold DSM-5 diagnosis of major depressive disorder, or presence of suicidal intention
* High risk (≤ 26) ASSIST scores in other substances other than alcohol, amphetamine, methamphetamine, cannabis, cocaine, tobacco
* History of traumatic brain injury or severe neurological disease (such as Dementia, Parkinson's disease, multiple sclerosis, Epilepsy, Meningitis, Stroke)
* Pregnancy or breastfeeding,
* Ingestion of medications known to interact with the dopamine system in the 10-day period prior to study participation or less than 4 half-lives after last ingestion (rapid urine test); A detailed list of permitted medication can be added upon request
* MR contraindications (e.g., pacemakers, metallic or electronic implants, metallic splinters, surgical staples)
* Color vision deficiency
* sensorineural hearing loss of 30 dB or greater,
* Tinnitus and
* Acute alcohol, substance (cannabis, or methamphetamine, amphetamine, cocaine) intoxication at assessement day verified by breath alcohol tests and drug intoxication verified by rapid urine test.
18 Years
65 Years
ALL
No
Sponsors
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Charite University, Berlin, Germany
OTHER
Central Institute of Mental Health, Mannheim
OTHER
Technische Universität Dresden
OTHER
Responsible Party
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Locations
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Department of Psychiatry and Psychotherapy, Technische Universität Dresden
Dresden, , Germany
Countries
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Facility Contacts
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Michael Smolka, Prof. Dr.
Role: backup
Maximilian Pilhatsch, Prof. Dr.
Role: backup
Michael N. Smolka, Prof. Dr.
Role: backup
Andreas Heinz, Prof. Dr.
Role: backup
References
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Belanger MJ, Chen H, Hentschel A, Garbusow M, Ebrahimi C, Knorr FG, Zech HG, Pilhatsch M, Heinz A, Smolka MN. Development of Novel Tasks to Assess Outcome-Specific and General Pavlovian-to-Instrumental Transfer in Humans. Neuropsychobiology. 2022;81(5):370-386. doi: 10.1159/000526774. Epub 2022 Nov 14.
Other Identifiers
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40217046121
Identifier Type: -
Identifier Source: org_study_id
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