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Advancing Personalized Antidepressant Treatment Using PET/MRI

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ClinicalTrials.gov Identifier: NCT02623205
Recruitment Status : Completed
First Posted : December 7, 2015
Results First Posted : June 2, 2022
Last Update Posted : December 15, 2022
Information provided by (Responsible Party):
Christine DeLorenzo, Stony Brook University

Tracking Information
First Submitted Date  ICMJE December 1, 2015
First Posted Date  ICMJE December 7, 2015
Results First Submitted Date  ICMJE February 7, 2022
Results First Posted Date  ICMJE June 2, 2022
Last Update Posted Date December 15, 2022
Actual Study Start Date  ICMJE May 2015
Actual Primary Completion Date March 2020   (Final data collection date for primary outcome measure)
Current Primary Outcome Measures  ICMJE
 (submitted: May 11, 2022)
Change From Baseline in Hamilton Depression Rating Scale at 8 Weeks [ Time Frame: 8 weeks ]
Comparison of Hamilton Depression Rating Scale-17 score at pretreatment and post-treatment. Minimum score 0, maximum possible score 52, with remission defined as <=7. The higher the score on the scale, the more severe the degree of depression.
Original Primary Outcome Measures  ICMJE
 (submitted: December 2, 2015)
Change from Baseline in Hamilton Depression Rating Scale at 8 weeks [ Time Frame: 8 weeks ]
Change History
Current Secondary Outcome Measures  ICMJE
 (submitted: December 14, 2022)
  • Change From Baseline in Metabolic Rate of Glucose (MRGlu), Quantified Using Arterial Blood Analysis, at 8 Weeks [ Time Frame: 8 weeks ]
    Difference between MRGlu Metabolism in Right Insular Cortex before treatment (baseline) and after treatment (week 8). Details on methods and criteria used to assess brain glucose metabolism rates can be found here: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551925/
  • Quantification of Brain MRGlu Without an Arterial Catheter by Training Simultaneous Estimation (SimE) [ Time Frame: Baseline ]
    Using Simultaneous Estimation, we imputed the arterial input function from a single venous sample. When we compared the resulting imputed arterial input function to the actual arterial input function collected from plasma samples, we calculated the percent difference in activity and report it here.
  • Bias of VersaPET Scanner From Measurements Taken at the Wrist and Ankle [ Time Frame: Baseline ]
    Our goal was to determine the Bias of plasma radioactivity measurements taken at the ankle with a Novel Positron Emission Tomography (VersaPET) Scanner compared to radioactivity from arterial sampling taken at the wrist. Bias refers to the offset between the ground truth and estimated data. A bias of 0% is ideal.
  • Correlation Coefficient of VersaPET Scanner From Measurements Taken at the Wrist or Ankle [ Time Frame: Baseline ]
    Arterial measurements from samples taken at the wrist were compared to the values from the VersaPET scanner (at the ankle) where the correlation coefficient between the scanner and arterial sampling are being reported. Correlation coefficient ranges from -1 to 1. The closer the value is to 1, the higher the correlation or stronger the relationship.
Original Secondary Outcome Measures  ICMJE
 (submitted: December 2, 2015)
  • Change from Baseline in MRGlu (quantified using arterial blood analysis) at 8 weeks [ Time Frame: 8 weeks ]
  • Quantification of brain MRGlu without an arterial catheter by training SimE [ Time Frame: 8 weeks ]
  • FDG concentration measured at the wrist, arm, ankle, or leg with a novel synchronized PET scanner [ Time Frame: 8 weeks ]
Current Other Pre-specified Outcome Measures Not Provided
Original Other Pre-specified Outcome Measures Not Provided
Descriptive Information
Brief Title  ICMJE Advancing Personalized Antidepressant Treatment Using PET/MRI
Official Title  ICMJE Advancing Personalized Antidepressant Treatment Using PET/MRI
Brief Summary Despite current medications, morbidity and mortality of Major Depressive Disorder (MDD) remain high. According to the World Health Organization, MDD affects 121 million people worldwide, and is projected to be the second leading cause of global disability by 2020. Monotherapy with selective serotonin reuptake inhibitors (SSRIs) is the most widely used treatment for MDD. However, on average, SSRIs require six weeks for onset of action, and two-thirds of those on SSRIs fail to achieve remission. Compounding this problem, patients with residual symptoms are significantly more likely to discontinue treatment or relapse, be hospitalized for medical and psychiatric conditions, or die of suicide and other causes. Although eliminating ineffective treatment trials would significantly reduce patient suffering and healthcare costs,clinicians currently do not have the tools to objectively select treatment based on an individual's likelihood of remission. Therefore, there is an urgent need to identify markers predictive of an individual's SSRI treatment outcome. Developing this personalized treatment requires increased understanding of the relationship between pretreatment neurobiology, SSRI-induced biological changes, and the corresponding symptom improvements.
Detailed Description

Aim 1: Determine a Pretreatment Marker of SSRI Effectiveness Using Positron Emission Tomography (PET). With the goal of reducing MDD burden, many studies have assessed the utility of 18F-2-fluoro-2-deoxy-D-glucose fluorodeoxyglucose (FDG) - PET in antidepressant treatment prediction. However, due to the limitations listed above, there is no consensus on which brain regions are predictive of treatment efficacy. In addition to serving as a biomarker of SSRI effectiveness, only conclusive determination of these regions will provide insight into depression pathophysiology, helping uncover SSRI mechanism of action, and aiding in the search of novel therapeutics. Based on the investigators' preliminary data and other, similar studies, the investigators hypothesize that SSRI-induced change in the Hamilton Depression Rating Scale (deltaHDRS) will be correlated with pretreatment metabolic rate of glucose (MRGlu, quantified using arterial blood analysis) in three potential regions: (1) midbrain, (2) right anterior insula, and/or (3) left ventral prefrontal cortex.

Aim 2: Isolate the Neurobiological Basis of the "Loss" Research Domain Criteria (RDoc) and the Change Associated with Treatment. Using a factor analysis of the HDRS, the investigators have previously demonstrated that the "loss" RDoC criteria is significantly correlated to MRGlu in frontal cortical areas. The investigators therefore hypothesize that change in MRGlu (pre to post treatment) in these regions will be correlated with symptom improvement specifically in "loss" symptoms. As an exploratory extension, the investigators will determine whether these changes are treatment-specific (i.e. to SSRI or placebo). A validation of the hypothesis suggests a targeted mechanism of action, and provides a significant step forward for precision treatment. If regional changes in MRGlu are not correlated to improvement in this RDoC category, it suggests that SSRI (or placebo) induced changes may be a downstream effect that should be examined further.

Aim 3: Validate NonInvasive Full Quantification of MRGlu Using Simultaneous Estimation. Full quantification of brain MRGlu with FDG (as performed in this study) requires measuring FDG in arterial plasma (input function) from arterial catheter insertion and blood analysis. This costly and invasive procedure creates a barrier to widespread PET use. The investigators have developed an innovative method for Simultaneous Estimation (SimE) of input information and PET outcome measures (e.g. MRGlu). SimE fully quantifies brain MRGlu without requiring an arterial catheter. In the case of FDG, the investigators' data suggests that SimE used with a single venous sample can provide accurate results. The investigators further hypothesize that the venous sample may be entirely replaced by study data (e.g., injected dose) and biometrics (e.g., body surface area, lean body mass index). Using two different approaches (statistical imputation and physiological parametric modeling) and previously collected data, the investigators will train the SimE for accurate quantification in the absence of blood data. The rich data collected in this study will then provide a robust benchmark for validation of the SimE approach.

Aim 4: Validate Noninvasive Estimates of Plasma Radioactivity from a Novel mini-Positron Emission Tomography (miniPET) Scanner. In parallel to SimE (algorithm/software) development, the investigators will test a noninvasive method of plasma analysis using hardware. FDG concentration will be measured at the wrist, arm, ankle or leg with a novel synchronized PET scanner developed by co-Investigator, Dr. Paul Vaska.

Study Type  ICMJE Interventional
Study Phase  ICMJE Phase 4
Study Design  ICMJE Allocation: Randomized
Intervention Model: Parallel Assignment
Masking: Double (Participant, Investigator)
Primary Purpose: Treatment
Condition  ICMJE Depression
Intervention  ICMJE
  • Drug: Escitalopram
    Participants randomized to the escitalopram group will be given the medication for 8 weeks, after which they will be given the option to continue for 4 more weeks if they are close to remission. This additional 4-week treatment option is something offered to participants outside the clinical trial, and therefore was not treated as part of the main study.
    Other Name: Lexapro
  • Drug: Placebo
    To reduce the burden of the patients on placebo, the placebo trial will have a target of 8 weeks. To provide an opportunity for placebo non-responders to receive active drug and to aid in recruitment, we will provide 8-12 weeks of SSRI treatment to placebo non-responders. This treatment option is something offered to participants outside the clinical trial, and therefore was not treated as part of the main study.
    Other Name: Lactose pill
Study Arms  ICMJE
  • Active Comparator: Escitalopram
    Active Comparator: Escitalopram (Lexapro) 10mg Week 1, 20mg Weeks 2 and 3, and 30mg for Weeks 4 to 8 (or until 12 for patients close to remission)
    Intervention: Drug: Escitalopram
  • Placebo Comparator: Placebo
    Lactose pill manufactured to mimic Escitalopram pill
    Intervention: Drug: Placebo
Publications * Narayan GA, Hill KR, Wengler K, He X, Wang J, Yang J, Parsey RV, DeLorenzo C. Does the change in glutamate to GABA ratio correlate with change in depression severity? A randomized, double-blind clinical trial. Mol Psychiatry. 2022 Sep;27(9):3833-3841. doi: 10.1038/s41380-022-01730-4. Epub 2022 Aug 18.

*   Includes publications given by the data provider as well as publications identified by ClinicalTrials.gov Identifier (NCT Number) in Medline.
Recruitment Information
Recruitment Status  ICMJE Completed
Actual Enrollment  ICMJE
 (submitted: May 11, 2022)
Original Estimated Enrollment  ICMJE
 (submitted: December 2, 2015)
Actual Study Completion Date  ICMJE March 2020
Actual Primary Completion Date March 2020   (Final data collection date for primary outcome measure)
Eligibility Criteria  ICMJE

Inclusion Criteria:

  1. Age range: over 18 years old
  2. Capacity to consent
  3. Diagnosis of MDD and suffering from a major depressive episode
  4. Score of at least 22 on the MADRS

Exclusion Criteria:

  1. Significant active physical illness, particularly those that may affect the brain
  2. Need for use of medication during the study that will interact with the study medication. Need to start medication that will affect study results (anti epileptics, antidepressants, beta blockers, medications with serotonergic or GABAergic modes of action)
  3. Patients considered at significant risk for suicide
  4. Patient is unlikely to be able to tolerate medication washout or the ~3 week interval (5 for fluoxetine) following washout (drug free period). Medication washouts will be supervised by a study physician.
  5. For females: Pregnancy, currently lactating; planning to conceive during the course of study participation, or abortion in the past two months.
  6. Coumadin treatment within 10 days of PET scanning
  7. Any MRI contraindications, including metal implants, pacemaker, metal prostheses, orthodontic appliances, or presence of shrapnel that are contraindicated for MRI.
  8. Bipolar Disorder
  9. Current psychosis
  10. High potential for excessive drug/alcohol use during the treatment period (excluding nicotine or cannabis)
  11. Currently taking effective antidepressant
  12. Currently taking an effective antidepressant
  13. Prior intolerance escitalopram (ESC) for ≥ 4 weeks taking ≥ ⅔ Physician's Desk Reference (PDR) maximal dose
  14. Significant neurological deficits
  15. Electroconvulsive Therapy (ECT) within the past 6 months
Sex/Gender  ICMJE
Sexes Eligible for Study: All
Ages  ICMJE 18 Years and older   (Adult, Older Adult)
Accepts Healthy Volunteers  ICMJE No
Contacts  ICMJE Contact information is only displayed when the study is recruiting subjects
Listed Location Countries  ICMJE United States
Removed Location Countries  
Administrative Information
NCT Number  ICMJE NCT02623205
Other Study ID Numbers  ICMJE 2014-2911-F
Has Data Monitoring Committee Yes
U.S. FDA-regulated Product Not Provided
IPD Sharing Statement  ICMJE Not Provided
Current Responsible Party Christine DeLorenzo, Stony Brook University
Original Responsible Party Stony Brook University
Current Study Sponsor  ICMJE Stony Brook University
Original Study Sponsor  ICMJE Same as current
Collaborators  ICMJE Not Provided
Investigators  ICMJE
Principal Investigator: Christine DeLorenzo, PhD Stony Brook University
PRS Account Stony Brook University
Verification Date December 2022

ICMJE     Data element required by the International Committee of Medical Journal Editors and the World Health Organization ICTRP