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| ID | Type | Description | Link |
|---|---|---|---|
| 1K01DA042998-01A1 | U.S. NIH Grant/Contract | View source |
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| Name | Class |
|---|---|
| National Institute on Drug Abuse (NIDA) | NIH |
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The proposed research program will investigate the changes in brain chemistry and circuitry that 're-wire' the brain during chronic cocaine use, promote relapse, and complicate treatment efforts. Currently-using and non-treatment-seeking individuals with a cocaine use disorder will undergo a cocaine self-administration paradigm 2-5 days prior to completing positron emission tomography (PET) and functional magnetic resonance imaging (fMRI).
Cocaine use disorder (CUD) remains a significant public health concern that is resistant to current treatments. Challenges to treating CUD include an imbalance in neurobiological systems that 're-wire' the brain such that appetitive and habitual processes influence decision-making and behavior. This research project aims to provide insight into this reorganized circuitry in CUD by investigating neurofunctional systems related to glutamatergic plasticity and functional brain networks during initial (2-5 days) abstinence. To target this potentially critical period of recovery, currently-using and non-treatment-seeking individuals with CUD will undergo a cocaine self-administration paradigm 2-5 days prior to completing [18F]FPEB positron emission tomography (PET) and functional magnetic resonance imaging (fMRI). Healthy comparison (HC) subjects that have participated in [18F]FPEB PET as part of other Yale approved protocols will be recruited to participate in the fMRI portion of this study.
Aim 1: To determine the availability of mGluR5 using [18F]FPEB PET during initial abstinence in individuals with CUD. The investigators hypothesize individuals with CUD, relative to HC, will exhibit concurrently and regionally specific increases (e.g., in the striatum) and decreases (e.g., in the prefrontal cortex) in mGluR5 availability.
Aim 2: To determine patterns of resting-state, response-inhibition, an automaticity related connectivity within and between large-scale functional networks using fMRI during initial abstinence in individuals with CUD. The investigators hypothesize network-based analyses of fMRI will reveal lower frontoparietal and greater limbic network modulation in CUD as compared to HC.
Aim 3: To explore the relationships between mGluR5 availability and functional network activity during initial abstinence in individuals with CUD. The investigators will perform multi-modal analysis of PET and fMRI data to examine links between molecular and functional systems in CUD using emerging 'fusion' approaches. While exploratory in nature, the investigators expect to find links between alterations in mGluR5 systems and functional reorganization in CUD (e.g., greater dorsostriatal mGluR5 may be linked to blunted frontoparietal inhibition).
Aim 4: To explore the relationships between mGluR5 availability, functional network activity (and their linkages) with cocaine self-administration, disease severity and chronicity, and psychometric assessments of impulsivity and compulsivity. While exploratory in nature, the investigators expect more substantial neurofunctional alterations during initial abstinence will be associated with greater cocaine self-administration, disease severity, impulsivity and compulsivity in individuals with CUD.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Psychiatric and Cognitive Testing | Active Comparator | All participants will complete psychiatric assessment and cognitive testing. |
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| Cocaine Self-adminstration | Active Comparator | This arm plans to assess the subjective (e.g., euphoric) and behavioral effects (e.g., self-administration) of cocaine in experienced, non-treatment seeking users of the drug in a human laboratory study of self-regulated cocaine administration. |
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| Positron Emission Tomography | Active Comparator | All participants will complete a PET scan to assess mGluR5 receptors using [18-F]FPEB |
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| Magnetic Resonance Imaging | Active Comparator | All participants will complete one MRI scan to assess brain structure and function. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Psychiatric and Cognitive Testing | Behavioral | Interviews, questionnaires, and computer testing. |
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| Measure | Description | Time Frame |
|---|---|---|
| Regional Availability of Metabotropic Glutamate Type-5 Receptors (mGluR5) | Receptor availability assessed as the volume of distribution (VT) of [18F]FPEB radiotracer, measured using positron emission tomography (PET). Higher [18F]FPEB VT values indicate a greater availability of mGluR5 receptors. | Following 2-5 days of cocaine abstinence |
| Functional Brain Network Engagement Associated With Response Inhibition | Independent component analysis (ICA) of functional MRI data separates brain activity associated with distinct functional networks. Comparing the activity in these networks to the fMRI task events using a regression analysis produces a beta-weight where a larger beta indicates the network was more activated or 'engaged' in processing the task demands. In this study, participants completed a Go/NoGo task to assess brain processing associated with infrequent-stimulus response inhibition (i.e., correct NoGo's) compared to frequent-stimulus responses (i.e., correct Go's). | Following 2-5 days of cocaine abstinence. |
| Resting-state Functional Brain Network Activity, Fractional Amplitude of Low-frequency Fluctuations (fALFF) | Independent component analysis (ICA) of functional MRI data separates brain activity associated with distinct functional networks. The fractional amplitude of low-frequency fluctuations (fALFF) during resting-state reflects a measure of the general health status of a network, comprised of both the strength of network activity and within-network connectivity absent of any specific cognitive demands. | Following 2-5 days of cocaine abstinence. |
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Inclusion Criteria:
All participants:
Participants with a cocaine use disorder:
Healthy comparison participants:
Exclusion Criteria:
All participants:
Participants with a cocaine use disorder:
Healthy comparison participants:
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| Name | Affiliation | Role |
|---|---|---|
| Patrick Worhunsky, PhD | Assistant Professor | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Connecticut Mental Health Center | New Haven | Connecticut | 06519 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 38551365 | Derived | Kohler RJ, Zhornitsky S, Potenza MN, Yip SW, Worhunsky P, Angarita GA. Cocaine self-administration behavior is associated with subcortical and cortical morphometry measures in individuals with cocaine use disorder. Am J Drug Alcohol Abuse. 2024 May 3;50(3):345-356. doi: 10.1080/00952990.2024.2318585. Epub 2024 Mar 29. |
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Consistent with NIH Grants Policy on Sharing of Unique Research Resources, including the "Sharing of Biomedical Research Resources: Principles and Guidelines for Recipients of NIH Grants and Contracts" (December, 1999), all research resources generated will be freely distributed, as available, to appropriate, qualified academic investigators for non-commercial research purposes. All data will be de-identified before sharing, using procedures in compliance with HIPPA and Yale Human Investigation Committee standards. No available data sets or supporting information will contain subject names, addresses or other specific personal identification.
In accordance with institutional standards and guidelines, after termination of this study and completion of all analysis and publications, all data and screening information will be anonymized and kept in a secure fashion for the purpose of further analyses indefinitely unless prevailing University or Federal guidelines at the time require a change.
In accordance with institutional standards and guidelines, researchers must submit a requisition form that describes their specific hypotheses and details specific data or supporting information being requested. Requests will be reviewed by senior study personnel.
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Of 32 enrolled individuals, 17 met inclusion criteria for participants with cocaine-use disorder and 8 met criteria as healthy-comparison participants. Twenty historical healthy-comparison participants were not considered enrolled in this study.
Participants were recruited from the New Haven, CT community, through current/past enrollment in similar research at the Cocaine Research Clinic and Yale PET Center as well as through community advertising (e.g., flyers). The first participant was enrolled on February 26, 2018 and the last participant was enrolled on June 30, 2022.
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| ID | Title | Description |
|---|---|---|
| FG000 | Adults With a Cocaine-use Disorder (CUD) | Non-treatment-seeking, medically healthy adults meeting DSM-5 criteria for a moderate or severe cocaine-use disorder. |
| FG001 | Healthy Comparison Adults, MRI (HC-MRI) | Medically and psychologically healthy adults enrolled in this study to complete the magnetic resonance imaging (MRI) procedures as part of a comparison Group to examine MRI Outcome Measures. |
| FG002 | Historical Healthy Comparison Adults, PET (HHC-PET) | A historical sample of medically and psychologically healthy adults completing positron emission tomography (PET) procedures. This sample was compiled uniquely for this study from a larger set of historical data to form a comparison Group to examine PET Outcome Measures. |
| Title | Milestones | Reasons Not Completed | ||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall Study |
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In addition to participants enrolled in this study (N=17 CUD, N=8 HC-MRI), baseline characteristics are provided for the sample of comparison adults completing PET procedures (N=20 HC-PET) as part of other studies.
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| ID | Title | Description |
|---|---|---|
| BG000 | Adults With a Cocaine-use Disorder (CUD) | Non-treatment-seeking, medically healthy adults meeting DSM-5 criteria for a moderate or severe cocaine-use disorder. |
| BG001 | Healthy Comparison Adults, MRI (HC-MRI) |
| Units | Counts |
|---|---|
| Participants |
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| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Continuous | Mean |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Regional Availability of Metabotropic Glutamate Type-5 Receptors (mGluR5) | Receptor availability assessed as the volume of distribution (VT) of [18F]FPEB radiotracer, measured using positron emission tomography (PET). Higher [18F]FPEB VT values indicate a greater availability of mGluR5 receptors. | Standard analysis of PET data requires a high-resolution MRI image for anatomical localization; thus only participants with a CUD completing both PET and MRI procedures(N=14 CUD) were analyzed. PET data was not collected on the Group healthy comparison adults completing only MRI procedures (HC-MRI). | Posted | Mean | Standard Deviation | mL*cm^3 | Following 2-5 days of cocaine abstinence |
|
Less than 30 days, typically 1-2weeks
The group of Historical Healthy Comparison adults completing PET procedures during participation in other studies (HHC-PET) were monitored for Adverse Events by their original studies.
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | Adults With a Cocaine-use Disorder (CUD) | Non-treatment-seeking, medically healthy adults meeting DSM-5 criteria for a moderate or severe cocaine-use disorder. |
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This study was greatly impacted by a COVID-related suspension in research activities and subsequent restrictions on facility operations. This resulted in lower participation and study adjustments including the discontinuation of cocaine self-administration procedures, the use of historical HC-PET data, and the collection of an HC-MRI sample (no HC completed both PET and fMRI). These alterations limit the statistical power of primary outcomes and the ability to perform planned secondary analyses.
| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Patrick Worhunsky | Yale University School of Medicine | 203-737-2668 | patrick.worhunsky@yale.edu |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot_SAP | Yes | Yes | No | Study Protocol and Statistical Analysis Plan | Mar 29, 2022 | Aug 9, 2023 | Prot_SAP_000.pdf |
| ICF | No | No | Yes | Informed Consent Form | Mar 29, 2022 | Feb 13, 2024 | ICF_001.pdf |
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| ID | Term |
|---|---|
| D019970 | Cocaine-Related Disorders |
| ID | Term |
|---|---|
| D019966 | Substance-Related Disorders |
| D064419 | Chemically-Induced Disorders |
| D001523 | Mental Disorders |
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| ID | Term |
|---|---|
| D011570 | Psychiatry |
| D009483 | Neuropsychological Tests |
| D003042 | Cocaine |
| D009682 | Magnetic Resonance Spectroscopy |
| ID | Term |
|---|---|
| D001525 | Behavioral Sciences |
| D004191 | Behavioral Disciplines and Activities |
| D011581 | Psychological Tests |
| D014326 | Tropanes |
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| Cocaine Self-adminstration | Drug | The intervention will include a training and safety session that consists of physician/nurse-administered cocaine followed by a self-regulated cocaine administration period under carefully controlled and closely monitored conditions. |
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| Positron Emission Tomography | Radiation | PET scans will be performed on a High Resolution Research Tomograph (HRRT), the highest resolution human brain scanner available. Antecubital venous catheters will be used for IV administration of the radiotracer and for venous blood sampling. A radial artery catheter may also be inserted by an experienced physician before the PET scan. At the beginning of each scan, the participants's head will be immobilized and a 6-minute transmission scan, using an orbiting 137Cs point-source, is obtained and used for attenuation correction. PET scans will be acquired using bolus or bolus plus constant infusion administration of [18F]FPEB. |
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| Magnetic Resonance Imaging | Other | Structural and functional MRI data will be acquired using a Siemens Trio TIM 3.0T system at the Yale Magnetic Resonance Research Center. High-resolution structural MRI data will be acquired to facilitate analysis of PET data and may be used in additional analysis of tissue volume and brain structure. Resting-state and task-based functional MRI data will be acquired using state-of-the-art multiband echo-planar imaging (EPI) gradient-echo sequences. Diffusion-weighted MRI data will also be acquired using multiband imaging sequences to investigate anatomical connectivity. |
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Medically and psychologically healthy adults enrolled in this study to complete the magnetic resonance imaging (MRI) procedures as part of a comparison Group to examine MRI Outcome Measures.
| BG002 | Historical Healthy Comparison Adults, PET (HHC-PET) | A historical sample of medically and psychologically healthy adults completing positron emission tomography (PET) procedures. This sample was compiled uniquely for this study from a larger set of historical data to form a comparison Group to examine PET Outcome Measures. |
| BG003 | Total | Total of all reporting groups |
| years |
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| Sex: Female, Male | Count of Participants | Participants |
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| Ethnicity (NIH/OMB) | Count of Participants | Participants |
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| Race (NIH/OMB) | Count of Participants | Participants |
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| Region of Enrollment | Number | participants |
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| Positive toxicology screen indicating recent cocaine use | Standard commercially available urinalysis cups were used to test for commonly used substances including cocaine, amphetamines, marijuana, opiates, benzodiazepines, and barbiturates. Tests were performed to confirm recent cocaine use in participants with a CUD and the absence of drug use in HC participants. | Count of Participants | Participants |
|
| OG001 | Historical Healthy Comparison Adults, PET (HHC-PET) | A historical sample of medically and psychologically healthy adults completing positron emission tomography (PET) procedures. This sample was compiled uniquely for this study from a larger set of historical data to form a comparison Group to examine PET Outcome Measures. |
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| Primary | Functional Brain Network Engagement Associated With Response Inhibition | Independent component analysis (ICA) of functional MRI data separates brain activity associated with distinct functional networks. Comparing the activity in these networks to the fMRI task events using a regression analysis produces a beta-weight where a larger beta indicates the network was more activated or 'engaged' in processing the task demands. In this study, participants completed a Go/NoGo task to assess brain processing associated with infrequent-stimulus response inhibition (i.e., correct NoGo's) compared to frequent-stimulus responses (i.e., correct Go's). | All participants who performed a Go/NoGo task during MRI procedures. Functional MRI data of Go/NoGo performance was not collected on the Group historical healthy comparison adults who had completed PET procedures (HHC-PET). | Posted | Mean | Standard Error | Unitless beta coefficient | Following 2-5 days of cocaine abstinence. |
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| Primary | Resting-state Functional Brain Network Activity, Fractional Amplitude of Low-frequency Fluctuations (fALFF) | Independent component analysis (ICA) of functional MRI data separates brain activity associated with distinct functional networks. The fractional amplitude of low-frequency fluctuations (fALFF) during resting-state reflects a measure of the general health status of a network, comprised of both the strength of network activity and within-network connectivity absent of any specific cognitive demands. | Participants who completed resting-state functional MRI procedures. Two the 16 CUD participants completing MRI were excluded from analysis due to insufficient data and poor image quality resulting from excessive head motion. Resting-state functional MRI data were not available on the Group historical healthy comparison adults who had completed PET procedures (HHC-PET). | Posted | Mean | Standard Error | Unitless ratio | Following 2-5 days of cocaine abstinence. |
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| 0 |
| 17 |
| 0 |
| 17 |
| 0 |
| 17 |
| EG001 | Healthy Comparison Adults, MRI (HC-MRI) | Medically and psychologically healthy adults enrolled in this study to complete the magnetic resonance imaging (MRI) procedures as part of a comparison Group to examine MRI Outcome Measures. | 0 | 8 | 0 | 8 | 0 | 8 |
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| D053961 |
| Azabicyclo Compounds |
| D001372 | Aza Compounds |
| D009930 | Organic Chemicals |
| D000470 | Alkaloids |
| D006571 | Heterocyclic Compounds |
| D019086 | Bridged Bicyclo Compounds, Heterocyclic |
| D006572 | Heterocyclic Compounds, Bridged-Ring |
| D013057 | Spectrum Analysis |
| D002623 | Chemistry Techniques, Analytical |
| D008919 | Investigative Techniques |
| Basal ganglia network |
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| Cingulo-insula network |
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| Left frontoparietal network |
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| Basal ganglia network |
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| Cingulo-insula network |
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| Superiority |