Ignite Creation Date:
2024-10-26 @ 3:38 PM
Last Modification Date:
2024-10-26 @ 3:38 PM
Study NCT ID:
NCT06566781
Status:
RECRUITING
Last Update Posted:
None
First Post:
2024-07-01
Brief Title:
Reinforcement Learning and Obsessive-compulsive Disorder Exploring the Role of the Orbitofrontal Cortex
Sponsor:
None
Organization:
None
Study Overview
Official Title:
Reinforcement Learning and Obsessive-compulsive Disorder Exploring the Role of the Orbitofrontal Cortex
Status:
RECRUITING
Status Verified Date:
2024-08
Last Known Status:
None
Delayed Posting:
No
If Stopped, Why?:
Not Stopped
Has Expanded Access:
No
If Expanded Access, NCT#:
N/A
Has Expanded Access, NCT# Status:
N/A
Acronym:
NEUROCOMP
Brief Summary:
Obsessive-compulsive disorder OCD is a neuropsychiatric condition affecting 1-3 of the population Typically symptoms start in adolescence or early adulthood are time-consuming and have a significant impact on quality of life However first-line approved treatments based on a combination of pharmacotherapy and psychotherapy are ineffective in at least 50 of cases Since the pathophysiology of OCD remains largely unknown it is expected that a better understanding of the biological mechanisms of OCD would contribute to improved strategies for treatment of the disorder
Current neurobiological models for OCD highlight the role of corticostriatal dysfunction and hyperactivity of the orbitofrontal cortex OFC a part of the prefrontal cortex Indeed the lateral OFC plays a crucial role in controlling transitions between automatic repetitive stimulus-response driven behaviors and behaviors that reflect the acquisition by the agent of a predictive model of the consequences of each action Previous studies have suggested that the ability to operate this transition is compromised in OCD and may be objectively measured using specifically designed Reinforcement Learning RL tasks Furthermore growing evidence has suggested that OCD may be associated with systemic immune dysfunction as has been shown in other common neuropsychiatric conditions such as depressive disorders Indeed there is evidence to support OCD-like symptoms occurring acutely in children after streptococcal infection These findings have raised the hypothesis that vulnerable individuals exposed to pro-inflammatory early-life environmental risk factors such as infections and childhood adversity may suffer neuroinflammatory-induced dysfunction in corticostriatal pathways increasing the risk of OCD psychopathology
In this case-control study the investigators propose an integrative approach to address how structural functional and metabolic brain changes involving the corticostriatal circuit correlate with performance in an RL task as well as with peripheral blood markers of immune dysfunction and associated environmental risk factors such as infection and childhood trauma Furthermore since neuromodulation of the prefrontal cortex using repetitive transcranial magnetic stimulation rTMS has recently received FDA clearance for adjunctive treatment in patients with OCD these associations will be further explored in patients treated with this method Indeed in patients with OCD enrolled in the study upon referral to the rTMS Programme for OCD at the Champalimaud Clinical Centre a follow-up visit will be conducted after the end of treatment 30 sessions of excitatory rTMS over the medial prefrontal cortex In this subgroup of participants with longitudinal assessment we will measure change in study parameters and the associations between such change and the clinical effects of treatment as well as prediction of treatment effects according to baseline assessments
Current neurobiological models for OCD highlight the role of corticostriatal dysfunction and hyperactivity of the orbitofrontal cortex OFC a part of the prefrontal cortex Indeed the lateral OFC plays a crucial role in controlling transitions between automatic repetitive stimulus-response driven behaviors and behaviors that reflect the acquisition by the agent of a predictive model of the consequences of each action Previous studies have suggested that the ability to operate this transition is compromised in OCD and may be objectively measured using specifically designed Reinforcement Learning RL tasks Furthermore growing evidence has suggested that OCD may be associated with systemic immune dysfunction as has been shown in other common neuropsychiatric conditions such as depressive disorders Indeed there is evidence to support OCD-like symptoms occurring acutely in children after streptococcal infection These findings have raised the hypothesis that vulnerable individuals exposed to pro-inflammatory early-life environmental risk factors such as infections and childhood adversity may suffer neuroinflammatory-induced dysfunction in corticostriatal pathways increasing the risk of OCD psychopathology
In this case-control study the investigators propose an integrative approach to address how structural functional and metabolic brain changes involving the corticostriatal circuit correlate with performance in an RL task as well as with peripheral blood markers of immune dysfunction and associated environmental risk factors such as infection and childhood trauma Furthermore since neuromodulation of the prefrontal cortex using repetitive transcranial magnetic stimulation rTMS has recently received FDA clearance for adjunctive treatment in patients with OCD these associations will be further explored in patients treated with this method Indeed in patients with OCD enrolled in the study upon referral to the rTMS Programme for OCD at the Champalimaud Clinical Centre a follow-up visit will be conducted after the end of treatment 30 sessions of excitatory rTMS over the medial prefrontal cortex In this subgroup of participants with longitudinal assessment we will measure change in study parameters and the associations between such change and the clinical effects of treatment as well as prediction of treatment effects according to baseline assessments
Detailed Description:
INTRODUCTION
Obsessive-compulsive disorder OCD is the fourth most common psychiatric disorder characterized by recurrent and intrusive obsessive thoughts andor compulsions that are distressing time-consuming and a cause of significant impairment OCD has a lifetime prevalence of 1-3 and is associated with a reduced life expectancy due to natural and unnatural causes Current treatments based on a combination of pharmacotherapy and psychotherapy are ineffective in at least 50 of cases with rTMS of the prefrontal cortex having recently received FDA clearance as an adjunctive treatment Yet OCD pathophysiology remains largely unknown and it is expected that a better understanding of OCD s biological mechanisms would contribute to a better prevention and treatment of the disorder
Current neurobiological models for the disorder highlight the role of cortico-striatal-thalamo-cortical CSTC loops and hyperactivity of the orbitofrontal cortex OFC and it has been hypothesized that corticostriatal dysfunction in OCD may occur as an end-consequence of immune and inflammatory dysregulation that leads to structural and functional changes in these circuits This pathophysiological mechanism was first proposed based on the association between group A β-hemolytic streptococcal GAS infection and the abrupt onset of OCD in children described by Swedo and colleagues 1998 as a distinctive nosologic entity named Pediatric Autoimmune Neuropsychiatric Disorders Associated with Streptococcal infection PANDAS This post-infectious neuropsychiatric syndrome was hypothesized to occur due to a cross-reaction between anti-streptococcal antibodies and the basal ganglia causing CSTC circuit dysfunction In addition to GAS other pathogens have since been suggested as contributing to the development of OCD albeit no definitive causal associations have been established Interestingly childhood adversity an environmental risk factor for OCD has also been associated with chronic immune dysfunction in adulthood namely with increased C-reactive protein interleukin-6 and tumor necrosis factor TNF-α as well as with increased volume of the right OFC in adult patients with OCD
While the specific psychopathological consequences of OFC dysfunction in OCD remain unclear in recent years research in rodents has shown that the OFC particularly the lateral OFC is crucial in controlling transitions between automatic repetitive stimulus-response behaviors such as habitual behavior in operant-learning tasks or model-free RL and behaviors that reflect the acquisition by the agent of a predictive model of the consequences of each action such as goal-directed behavior or model-based RL Evidence suggests that patients with OCD may have an abnormal bias towards habitual behavior during operant learning tasks with subjects having a higher difficulty in developing model-based reinforcement learning strategies This bias has been proposed to favor the emergence of ritualized compulsive behaviors typical of OCD and is regarded as a marker of corticostriatal dysfunction that is central to the disorders pathophysiology
In this case-control study the investigators propose an integrative experimental approach to test if structural functional and metabolic changes in corticostriatal circuits of patients with OCD correlate with performance in an RL task as well as with peripheral blood markers of immune dysfunction and early-life environmental risk factors previously implicated in the disorder eg infectious insults and childhood adversities
STUDY OBJECTIVES
In this study the investigators aim to compare patients with OCD and healthy volunteers to assess the association between OCD and
Behavioral performance on a RL task
Markers of immune dysfunctionautoimmunity in peripheral blood
Exposure to proposed environmental risk factors including infectious agents and childhood adversities
Structural and functional brain connectivity patterns particularly between the OFC and striatum
Concentrations of brain metabolites
The investigators also intend to explore associations of the outcome variables with clinical variables such as obsessive-compulsive symptom severity and age of onset
Additionally for patients enrolled in this study who will undergo rTMS for clinical purposes at our clinical center the investigators aim to assess if there is an association between the behavioral neuroimaging and immunological variables and treatment response Specifically the investigators will test 1 if post-treatment changes in behavioral and neuroimaging measures correlate with treatment response and 2 if baseline behavioral neuroimaging and immune measures predict response to treatment Specifically the investigators will test
if rTMS treatment will alter performance in the RL task and if such changes correlate with response to treatment
if rTMS modulates organizational patterns in large-scale neural networks and in the functional and structural connectivity between OFC and striatum and if these changes correlate with response to treatment or to changes in performance of the RL task
if rTMS leads to changes in metabolite concentrations in the OFC and striatum and if these are associated with response to treatment or with changes in performance of the RL task
if environmental risk factors and baseline peripheral markers of immune dysfunction brain structural and functional connectivity correlates and baseline concentration of metabolites in the OFC and striatum predict the outcome of rTMS both in terms of OCD symptom change and in terms of RL task performance
PROCEDURES
For this study the investigators will recruit 115 age- and sex-matched subjects with OCD and 115 control volunteers After signing informed consents participants will complete a thorough clinical assessment including confirmation of psychiatric diagnoses using the appropriate modules of the Structured Clinical Interview for DSM-5 and rating of obsessive-compulsive symptoms using the Yale-Brown Obsessive-Compulsive Scale II the gold-standard structured clinical interview for OCD assessment Other clinical variables of interest will be assessed using the following instruments
Mini International Neuropsychiatric Interview MINI - Portuguese or English version The version used for this study does not include the module for Psychopathy
Yale-Brown Obsessive-Compulsive Scale-II - Portuguese or English version
State-Trait Anxiety Inventory - Portuguese or English version
Beck Depression Inventory-II - Portuguese or English version
Childhood Trauma Questionnaire - Portuguese or English version
Perceived Stress Scale - Portuguese or English version
Barratt Impulsiveness Scale - Portuguese or English version
Edinburgh Handedness Inventory - Portuguese or English version After completing the clinical assessment participants will proceed to blood collection for measurement of peripheral blood markers of immune dysfunctionautoimmunity This will be followed by performance of a RL task on a computer and lastly by a magnetic resonance imaging session The protocol for the latter will comprise a T1 sequence for structural assessment resting-state BOLD images rs-fMRI of the whole brain Diffusion Weighted Imaging DWI to measure diffusivity of water molecules within the brain and brain tissue concentration of metabolites using Magnetic Resonance Spectroscopy MRS analysis of two voxels one in the left OFC and the other in the left caudate
For the subgroup of patients enrolled in the study that will undergo rTMS for clinical purposes at our Champalimaud Clinical Programme the investigators will propose a follow-up visit after completion of the treatment In this visit participants will be asked to repeat the clinical assessment RL task and the MRI protocol as described before The clinical TMS protocol comprises 30 sessions of excitatory rTMS 20 Hz over the medial prefrontal cortex as defined by international guidelines using a protocol that includes individualized symptom provocation before each stimulation session to elicit a moderate level of obsessional distress as reported by patients This subgroup will also complete all the procedures of experiment 1 prior to initiating the rTMS treatment protocol After the last session of rTMS treatment up to one week after the treatment has ended these participants will repeat the RL task and the MRI protocol as described for baseline
DATA COLLECTION
Clinical assessment Clinical interview and psychometric instruments self-report questionnaires and semi-structured interviews
Behavioral assessment Participants will perform a RL task in the form of a computer game
Blood sample collection A blood sample will be collected processed on the same day and stored in a -80ºC freezer
MRI protocol MRI sequences will be acquired on a 3T Phillips scanner with a 32-channel head coil The imaging protocol will include T1-weighted sequence using a 3-dimensional fast field echo FFE resting-state BOLD echo-planar imaging EPI DTI EPI sequence with b values of 0 1000 and 2000 smm2 For each b value 64 equally spaced gradient directions will be sampled Magnetic Resonance Spectroscopy MRS with a Point-Resolved Spectroscopy MEGA-PRESS pulse sequence will be used to acquire signals from hydrogen protons to measure spectra from metabolites in the OFC and striatum The total scan time will be around 50 minutes
Obsessive-compulsive disorder OCD is the fourth most common psychiatric disorder characterized by recurrent and intrusive obsessive thoughts andor compulsions that are distressing time-consuming and a cause of significant impairment OCD has a lifetime prevalence of 1-3 and is associated with a reduced life expectancy due to natural and unnatural causes Current treatments based on a combination of pharmacotherapy and psychotherapy are ineffective in at least 50 of cases with rTMS of the prefrontal cortex having recently received FDA clearance as an adjunctive treatment Yet OCD pathophysiology remains largely unknown and it is expected that a better understanding of OCD s biological mechanisms would contribute to a better prevention and treatment of the disorder
Current neurobiological models for the disorder highlight the role of cortico-striatal-thalamo-cortical CSTC loops and hyperactivity of the orbitofrontal cortex OFC and it has been hypothesized that corticostriatal dysfunction in OCD may occur as an end-consequence of immune and inflammatory dysregulation that leads to structural and functional changes in these circuits This pathophysiological mechanism was first proposed based on the association between group A β-hemolytic streptococcal GAS infection and the abrupt onset of OCD in children described by Swedo and colleagues 1998 as a distinctive nosologic entity named Pediatric Autoimmune Neuropsychiatric Disorders Associated with Streptococcal infection PANDAS This post-infectious neuropsychiatric syndrome was hypothesized to occur due to a cross-reaction between anti-streptococcal antibodies and the basal ganglia causing CSTC circuit dysfunction In addition to GAS other pathogens have since been suggested as contributing to the development of OCD albeit no definitive causal associations have been established Interestingly childhood adversity an environmental risk factor for OCD has also been associated with chronic immune dysfunction in adulthood namely with increased C-reactive protein interleukin-6 and tumor necrosis factor TNF-α as well as with increased volume of the right OFC in adult patients with OCD
While the specific psychopathological consequences of OFC dysfunction in OCD remain unclear in recent years research in rodents has shown that the OFC particularly the lateral OFC is crucial in controlling transitions between automatic repetitive stimulus-response behaviors such as habitual behavior in operant-learning tasks or model-free RL and behaviors that reflect the acquisition by the agent of a predictive model of the consequences of each action such as goal-directed behavior or model-based RL Evidence suggests that patients with OCD may have an abnormal bias towards habitual behavior during operant learning tasks with subjects having a higher difficulty in developing model-based reinforcement learning strategies This bias has been proposed to favor the emergence of ritualized compulsive behaviors typical of OCD and is regarded as a marker of corticostriatal dysfunction that is central to the disorders pathophysiology
In this case-control study the investigators propose an integrative experimental approach to test if structural functional and metabolic changes in corticostriatal circuits of patients with OCD correlate with performance in an RL task as well as with peripheral blood markers of immune dysfunction and early-life environmental risk factors previously implicated in the disorder eg infectious insults and childhood adversities
STUDY OBJECTIVES
In this study the investigators aim to compare patients with OCD and healthy volunteers to assess the association between OCD and
Behavioral performance on a RL task
Markers of immune dysfunctionautoimmunity in peripheral blood
Exposure to proposed environmental risk factors including infectious agents and childhood adversities
Structural and functional brain connectivity patterns particularly between the OFC and striatum
Concentrations of brain metabolites
The investigators also intend to explore associations of the outcome variables with clinical variables such as obsessive-compulsive symptom severity and age of onset
Additionally for patients enrolled in this study who will undergo rTMS for clinical purposes at our clinical center the investigators aim to assess if there is an association between the behavioral neuroimaging and immunological variables and treatment response Specifically the investigators will test 1 if post-treatment changes in behavioral and neuroimaging measures correlate with treatment response and 2 if baseline behavioral neuroimaging and immune measures predict response to treatment Specifically the investigators will test
if rTMS treatment will alter performance in the RL task and if such changes correlate with response to treatment
if rTMS modulates organizational patterns in large-scale neural networks and in the functional and structural connectivity between OFC and striatum and if these changes correlate with response to treatment or to changes in performance of the RL task
if rTMS leads to changes in metabolite concentrations in the OFC and striatum and if these are associated with response to treatment or with changes in performance of the RL task
if environmental risk factors and baseline peripheral markers of immune dysfunction brain structural and functional connectivity correlates and baseline concentration of metabolites in the OFC and striatum predict the outcome of rTMS both in terms of OCD symptom change and in terms of RL task performance
PROCEDURES
For this study the investigators will recruit 115 age- and sex-matched subjects with OCD and 115 control volunteers After signing informed consents participants will complete a thorough clinical assessment including confirmation of psychiatric diagnoses using the appropriate modules of the Structured Clinical Interview for DSM-5 and rating of obsessive-compulsive symptoms using the Yale-Brown Obsessive-Compulsive Scale II the gold-standard structured clinical interview for OCD assessment Other clinical variables of interest will be assessed using the following instruments
Mini International Neuropsychiatric Interview MINI - Portuguese or English version The version used for this study does not include the module for Psychopathy
Yale-Brown Obsessive-Compulsive Scale-II - Portuguese or English version
State-Trait Anxiety Inventory - Portuguese or English version
Beck Depression Inventory-II - Portuguese or English version
Childhood Trauma Questionnaire - Portuguese or English version
Perceived Stress Scale - Portuguese or English version
Barratt Impulsiveness Scale - Portuguese or English version
Edinburgh Handedness Inventory - Portuguese or English version After completing the clinical assessment participants will proceed to blood collection for measurement of peripheral blood markers of immune dysfunctionautoimmunity This will be followed by performance of a RL task on a computer and lastly by a magnetic resonance imaging session The protocol for the latter will comprise a T1 sequence for structural assessment resting-state BOLD images rs-fMRI of the whole brain Diffusion Weighted Imaging DWI to measure diffusivity of water molecules within the brain and brain tissue concentration of metabolites using Magnetic Resonance Spectroscopy MRS analysis of two voxels one in the left OFC and the other in the left caudate
For the subgroup of patients enrolled in the study that will undergo rTMS for clinical purposes at our Champalimaud Clinical Programme the investigators will propose a follow-up visit after completion of the treatment In this visit participants will be asked to repeat the clinical assessment RL task and the MRI protocol as described before The clinical TMS protocol comprises 30 sessions of excitatory rTMS 20 Hz over the medial prefrontal cortex as defined by international guidelines using a protocol that includes individualized symptom provocation before each stimulation session to elicit a moderate level of obsessional distress as reported by patients This subgroup will also complete all the procedures of experiment 1 prior to initiating the rTMS treatment protocol After the last session of rTMS treatment up to one week after the treatment has ended these participants will repeat the RL task and the MRI protocol as described for baseline
DATA COLLECTION
Clinical assessment Clinical interview and psychometric instruments self-report questionnaires and semi-structured interviews
Behavioral assessment Participants will perform a RL task in the form of a computer game
Blood sample collection A blood sample will be collected processed on the same day and stored in a -80ºC freezer
MRI protocol MRI sequences will be acquired on a 3T Phillips scanner with a 32-channel head coil The imaging protocol will include T1-weighted sequence using a 3-dimensional fast field echo FFE resting-state BOLD echo-planar imaging EPI DTI EPI sequence with b values of 0 1000 and 2000 smm2 For each b value 64 equally spaced gradient directions will be sampled Magnetic Resonance Spectroscopy MRS with a Point-Resolved Spectroscopy MEGA-PRESS pulse sequence will be used to acquire signals from hydrogen protons to measure spectra from metabolites in the OFC and striatum The total scan time will be around 50 minutes
Study Oversight
Has Oversight DMC:
None
Is a FDA Regulated Drug?:
None
Is a FDA Regulated Device?:
None
Is an Unapproved Device?:
None
Is a PPSD?:
None
Is a US Export?:
None
Is an FDA AA801 Violation?:
None