2.1 Trial Design {8}
A parallel-group, randomized, placebo-controlled, double-blind trial will be used to determine the effects of three-weeks of estradiol treatment, relative to placebo, on perimenopausal-onset anhedonia and/or psychosis symptoms and neural and molecular reward responses. The study will enroll 100 participants with at least clinically significant anhedonia, including a range of mild-to-moderate anhedonia and absent-to-moderate psychosis symptoms. Based on screen failures and dropout rates in our prior studies involving PET-MR and perimenopausal depression, we expect to obtain analyzable data from at least 85 participants with two PET-MR scans each.
2.2 Intervention description {11a}
Participants will be randomized to either a three-week estradiol (100 μg/day, via Climara® patch, or its generic) or placebo treatment. Four weekly clinical assessments will be conducted (baseline, week one, week two, and at the end of treatment) to assess changes in anhedonia and psychosis symptoms as well as blood serum levels of estradiol. Furthermore, participants will complete PET-MR scans at baseline and the end of treatment to examine neural and molecular responses to rewards See Figure 1 for a depiction of the study timeline. The SPIRIT reporting guidelines have been used in this study protocol.
2.3 Study Population and Study Setting {9}
The study will include unmedicated, perimenopausal outpatient women ages 44-55 who are in late perimenopause and experiencing anhedonia and/or psychosis symptoms with onset coinciding with perimenopausal menstrual irregularity. The study setting is the Department oof Psychiatry in the UNC-Chapel Hill School of Medicine.
2.4 Recruitment {15}
Study advertisements will be posted on local and digital media (e.g., Facebook, Instagram, Twitter). Participants will also be recruited from the UNC Hospital Carolina Data Warehouse for Health, which is a repository used for research participant recruitment in which patients of the UNC Health Care System can voluntarily enroll. Study flyers will also be posted at UNC clinical service units, including gynecology, primary care, psychiatry, psychology, and women’s health.
2.5 Who will take informed consent {26a}
All participants provide informed consent with the study coordinator prior to participating.
2.6 Additional consent provisions for collection and use of participant data and biological specimens in ancillary studies {26b}
N/A.
2.7 Eligibility Criteria {10}
To determine participant eligibility, women will undergo initial online and phone screening, the structured clinical interview for the DSM-5 (SCID-5), laboratory testing, and a pelvic exam/PAP test (or a medical records review for an exam within the three years). Participants must meet the following inclusion criteria to be enrolled in the study:
- 44-55 years old, unmedicated, naturally perimenopausal woman in Stage -1 of the Stages of Reproductive Aging Workshop (STRAW) criteria (Harlow et al., 2012; Soules et al., 2001);
- At least mild perimenopausal-onset anhedonia (SHAPS≥20) (Snaith et al., 1995);
- Absent-to-moderate perimenopausal-onset psychosis spectrum symptoms as measured by the Brief Psychiatric Rating Scale (BPRS-Positive Symptom Subscale Score between 6 and 17) (Hafkenscheid, 1993; Overall & Gorham, 1962).
Dimensional measures of anhedonia and psychosis severity are used to stratify participants. With respect to stratification, equal numbers of participants will be recruited into each of the following four strata:
(1) mild-to-moderate anhedonia + absent-to-mild psychosis;
(2) mild-to-moderate anhedonia + moderate psychosis;
(3) high anhedonia + absent-to-mild psychosis;
(4) high anhedonia + moderate psychosis.
Mild-moderate anhedonia severity is defined in this trial as Snaith–Hamilton Pleasure Scale (SHAPS (Snaith et al., 1995)) scores between 20-36, and high anhedonia severity is defined as SHAPS>36 (using the ordinal scoring of (Franken et al., 2007)). There is no widely accepted clinical cut-off on the SHAPS, though a meta-analysis by Trøstheim and colleagues (2020) (Trøstheim et al., 2020) reported that caseness is indicated by scoring more than 1.96 SDs above the general population, which would correspond to a SHAPS score of 25 or greater (see also Alsayednasser and colleagues, 2022 (Alsayednasser et al., 2022)). However, in this trial, a SHAPS score cutoff of >20 was used to indicate at least mild, clinically impairing anhedonia, consistent with the cutoff used in the NIMH Fast-Fail Trial for Mood and Anxiety Disorders (Krystal et al., 2020; Snaith et al., 1995). The SHAPS has shown adequate psychometric properties in clinical and non-clinical samples (Gilbert et al., 2002), and ROC analyses suggest that a SHAPS score of ≥ 20 corresponds to clinically significant anhedonia from a general population sample (Snaith et al., 1995).
Absent-to-mild psychosis severity is defined in this trial as <6 on the Brief Psychiatric Rating Scale (BPRS) positive symptom subscale (Hafkenscheid, 1993; Overall & Gorham, 1962), consisting of four items: conceptual disorganization, suspiciousness, hallucinations, and unusual thought content. This total indicates a score of ‘very mild’ on any two symptoms or at least mild on any one symptom (control samples typically score absent or ‘very mild’ on these items (Ventura et al., 1993)). ‘Moderate’ psychosis will correspond to BPRS positive symptom subscale scores between 6-16, representing one standard deviation above the mean score for patients with psychotic major depression (Keller et al., 2006). Additionally, at least one subscale item score must be > 4 to ensure that the psychosis symptom is associated functional impairment. Individuals with psychotic major depression typically have BPRS positive symptom subscale scores between 7 and 11, and a score of 6 best differentiates psychotic MDD from nonpsychotic MDD (Keller et al., 2006).
Participants who demonstrate any of the following criteria will be excluded from participation:
- Pregnancy or sensitivities to ingredients in the Climara® patch or Prometrium®, or their generics;
- Bilateral oophorectomy;
- BMI extremes (<18 or >45 kg/m2) due to its cardiovascular risk;
- PET-MR contraindications;
- Use of psychotropic, hormonal preparations, or medication with unknown mood effects;
- No axis I disorder history during the two years prior to perimenopause onset;
- History of mood episodes requiring hospitalization;
- Current mania;
- History of suicide attempts within the past year or active suicidal ideation with intent or plan;
- Neurological conditions (e.g., seizure/traumatic brain injury/stroke) or brain stimulation in past six months;
- Endometriosis, undiagnosed ovary enlargement or vaginal bleeding, liver disease, breast cancer, cardiovascular disease, history of blood clots in legs or lungs, porphyria, Type I or II diabetes mellitus, malignant melanoma, gallbladder or pancreatic or kidney disease, cigarette smoking, recurrent migraines with aura;
- First-degree relative with premenopausal breast cancer, breast cancer in both breasts, or multiple relatives (>3) with breast cancer;
- Poor cardiovascular health as determined by review of medical records and symptoms to rule out chronic, uncontrolled hypertension, history/presence of any heart conditions, dyspnea with or without exertion, orthopnea, chest pain/pressure, sense of rapid or irregular heartbeat/palpitations, exercise intolerance (i.e., METS <4), paroxysmal nocturnal dyspnea, unexplained syncope, unexplained lower extremity edema;
- Current substance use disorder or history of moderate-to-severe substance use disorder within the past two years.
2.8 Sample Size {14}
For the first study objective, correlation analyses will be used to examine associations between baseline clinical measures (anhedonia and psychosis) and neural markers (striatal BOLD activation and baseline/reward-related dopamine release). Power analysis suggests that a sample of 85 participants will yield approximately 80% power to detect small-to-medium effects (smallest detectible r=.27) at α=.05. With respect to the study’s second objective, longitudinal mixed models will be used to examine the effects of estradiol versus placebo on 1) symptom trajectories measured across four timepoints and 2) neural/molecular markers across two timepoints. Power analysis shows that a sample of 85 participants will yield 80% power to detect small-to-medium effects, with the smallest detectible effect f2=.05 for clinical outcomes and f2=.07 for brain changes. To determine associations between changes in symptoms and changes in neural/molecular reward response in the estradiol treatment group, intercorrelations will be examined in primary analyses. Power analysis suggests a sample of 43 participants will yield 80% power to detect medium-to-large effects, with the smallest detectible effect size of r=.41.
2.9 Allocation: Sequence generation {16a}
N/A. Computer-generated randomization allocated participants to either active or placebo treatment condition.
2.10 Concealment mechanism {16b}
After determination of eligibility, the IDS will be notified to randomize the participant to either the estradiol (100 μg/day Climara® patch, or generic) or placebo (hydrocolloid patch) condition. Unblinded study medication will be dispensed to the study coordinator, who will blind and administer the medication to participants. In accordance with the study’s double-blind protocol, 1) all study personnel involved in design, clinical outcome data collection, and analysis and 2) the research participant will be blind to treatment group assignment. The placebo and treatment patches will not contain any distinguishing information or features visible to the research participant.
2.11 Implementation {16c}
The study randomization list will be generated by an independent biostatistician and retained by the UNC Investigational Drug Service (IDS).
2.12 Who will be blinded {17a}
For study personnel, the blind will be maintained by the UNC IDS until the end of the study, except for the study coordinator responsible for blinding and administering treatment.
2.13 Procedure for unblinding if needed {17b}
Participants will be unblinded at the end of treatment/outcome data collection, at which point active treatment participants will commence one week of progesterone (200 mg/day, Prometrium® oral capsules, or its generic) combined with an additional week of estradiol (0.1mg/day, Climara® patch, or its generic) to stimulate menstruation and reduce the risk of endometrial hyperplasia.
2.14 Treatment Arms
The estradiol treatment group will receive 100 μg/day of estradiol via the Climara® patch (or its generic) for three weeks, with weekly patch placement by the study coordinator. The same procedures will be used for administration of the placebo patch. Upon completion of the three-week protocol and post-treatment outcome measurement, participants in the estradiol group will receive one week of micronized progesterone at 200 mg/day, administered via the Prometrium® oral capsules (or its generic) combined with an additional week of estradiol (0.1mg/day, Climara® patch, or its generic). Study drugs and placebo patches will be maintained in the UNC Pharmacy Storeroom and dispensed by the UNC IDS to the study coordinator following the participant’s consent and eligibility assessment.
2.15 Explanation for the choice of comparators {6b}
To evaluate the effects of estradiol while taking into account possible placebo effects, estradiol treatment is being compared to placebo treatment.
2.16 Dose Justification
The Climara® patch is an FDA-approved treatment for menopausal and postmenopausal women experiencing vasomotor and genitourinary symptoms, with dosage ranging from 25-100 μg/day (Bayer HealthCare Pharmaceuticals, 2007). While estradiol treatment is not currently FDA-approved for treatment of perimenopausal affective disorders, there is empirical support for the efficacy at doses ranging from 100mcg/day (de Novaes Soares et al., 2001) to 0.5mg/day (Schmidt et al., 2000). Furthermore, to minimize adverse side effects, a biologically relevant dose will be administered for a short window. While adverse effects may be associated with longer duration usage in older, postmenopausal women (Rossouw et al., 2002), the current protocol is expected to pose minimal risk to participants (Rubinow et al., 2015b).
2.17 Outcome Measurement
This study will collect clinical measures of anhedonia and psychosis symptoms, plasma estradiol levels, and biomarkers of reward system function measured via simultaneous PET-MR.
2.17.1 Plans for assessment and collection of outcomes {12}{18a}
The primary clinical outcomes measures will examine anhedonia and psychosis-spectrum symptoms at treatment baseline, week one, week two, and the end of treatment (week 3). The Snath-Hamilton Pleasure Scale (SHAPS) (Snaith et al., 1995), a 14-item self-report questionnaire assessing hedonic behaviors with a score range of 14-56, will be used as a dimensional measure of anhedonia. The Brief Psychiatric Rating Scale, an 18-item, rater-administered scale measuring psychotic symptoms and anti-psychotic treatment response, will be used as a dimensional measure psychosis (Hafkenscheid, 1993; Overall & Gorham, 1962). A psychosis subscale score will be calculated for primary analyses, consisting of scores from four items: conceptual disorganization, suspiciousness, hallucinations, and unusual thought content. Figure 2 illustrates the schedule of enrollment, interventions, and assessments.
***Insert Figure 2 about here****
Additional measures will be collected to assess psychological and physiologic symptoms associated with the perimenopausal transition. Measures include the following:
- Inventory of Depression and Anxiety Symptoms (IDAS-II (Watson et al., 2007)), a 64-item self-report measure with good psychometric properties that has been validated for use with reproductive mood disorder samples;
- Clinical Global Impression (CGI) scale (Guy, 1976): assessment of functional impairment to be collected at pre-treatment, week one, week two, and post-treatment;
- Life Events Survey (Sarason et al., 1978): survey of stressful life events that may moderate effects of mood symptoms (Gordon et al., 2018);
- Green Climacteric Scale (Greene, 1998): 21-item gold-standard self-report measure for assessment of climacteric symptoms (vasomotor, somatic, anxiety, depression);
- Pittsburgh Sleep Quality Index (PSQI (Buysse et al., 1989)): 9-item self-report questionnaire measuring sleep quality/patterns in older adults;
- DSM-5 Self-Rated Level 1 Cross-Cutting Symptom Measure—Adult (Narrow et al., 2013): self-report questionnaire assessing symptoms relevant across different mental health diagnoses;
- The 7-item anxiety scale (GAD-7) (Spitzer et al., 2006): brief self-report anxiety scale
- Patient Health Questionnaire (PHQ)-9 (Kroenke et al., 2001): brief 9-item questionnaire to assess depression severity;
- World Health Organization Disability Assessment Schedule 2.0 (Üstün et al., 2010): self-report assessment of functioning across six domains (cognition, mobility, self-care, social interaction, life activities, participation).
These measures will be used in secondary and/or sensitivity analyses to examine the effect of covariates (in particular, climacteric symptoms, sleep quality, stressful life events).
2.17.2 Mechanistic Outcomes {12}
The primary mechanistic endpoint in this trial will be neural and molecular response to rewards using simultaneous PET-MR, which will be measured at baseline and at the end of treatment. Scans will be collected on a Siemens Biograph mMR scanner. A whole-brain, T1-weighted MPRAGE image will be collected (1mm isotropic, TR=2400ms, TE=2.13ms). A whole-brain T2*-weighted BOLD sequence will be used for acquisition of fMRI task data (3mm isotropic, TR=3000 ms, TE=30ms). Simultaneous acquisition of PET data will occur using [11C]raclopride PET imaging to estimate D2 and D3 receptor occupancy at baseline and during reward conditions. A bolus plus infusion protocol will be used with the following parameters: Kbol=70 min, total radioactivity=15 mCi, mass dose=10 µg (specific radioactivity at time of bolus > 0.4 Ci/µmol). Listmode 3D emission data will be acquired from bolus administration through scan duration. The study will also acquire Siemens proprietary MR attenuation maps optimized for head imaging with a bone compartment to be used for attenuation correction.
This study uses a version of the Monetary Incentive Delay (MID) task (for a review, see (Lutz & Widmer, 2014)), modified for PET-MR acquisition (Zürcher et al., 2021). The task consists of a neutral block during which no monetary rewards are delivered, followed by reward blocks where varying magnitudes of rewards are delivered. Based on each participants’ reaction time performance, the task is programmed to code approximately 75% of responses as successful. Task trials consist of 1) presentation of a blue polygon cue, followed by 2) presentation of a green circle target stimulus cueing the participant to respond with a speeded button press, and then 3) presentation of an outcome. For the neutral block, no monetary outcomes are delivered; rather, a gray rectangle is presented indicating a successful trial with no reward. Other outcomes include trial performance feedback (e.g., “Too Fast!” “Too Slow!” or “No Response!”). For reward blocks, task trials use the same structure, with a few minor differences. Instead of a stable blue polygon cue, different polygon cues are presented (e.g., square, triangle, pentagon, hexagon), which are associated with specific reward outcomes (e.g., no reward, 50 cents, one dollar, five dollars). Polygon cue-reward associations remain stable across trials. Thus, reward blocks capitalize on associative learning to optimize dopamine response to rewards (Schultz, 1998). Furthermore, compared to other versions of the MID task, a higher percentage of reward trials (75%) deliver reward outcomes, and many large rewards ($5) are offered, to increase reward anticipation response (Knutson et al., 2003). Consistent with the neutral block, for unsuccessful trials, performance feedback is delivered (e.g., “Too Fast!” “Too Slow!” or “No Response!”) in lieu of reward outcomes (e.g., no reward, 50 cents, one dollar, five dollars). The reward block begins approximately 40 minutes after [11C]raclopride bolus injection to allow for target/reference stabilization. This 40-minute baseline acquisition period is used to estimate baseline binding potential.
For analysis of fMRI reward-related activation, functional data will be preprocessed, including motion correction, slice timing correction, normalization, and spatial smoothing. Event onsets will be convolved with a double-γ hemodynamic response function to model task-related activation. The primary task contrasts of interest will probe activation in reward versus neutral trials modeled separately during anticipation and outcome phases of the task. An a priori region-of-interest approach will be used in group-level analyses. Exploratory whole-brain analyses will also be conducted. All analyses will use a cluster-forming threshold of p<.001 and a cluster-corrected threshold of p<.05. With respect to molecular response to rewards estimated via PET, one-minute framewise post-scan reconstruction will be conducted. Motion correction will be applied using mutual information registration with a mid-frame reference. Binding potential will be estimated as the ratio of selectively bound ligand to non-displaceable ligand at tissue equilibrium. A dynamic occupancy model will be used to assess changes in binding potential secondary to dopamine release. Baseline binding potential (BPND) and task-related changes in BPND (ΔBPND) will be calculated using time-activity curves for regions of interest via a simplified reference tissue model (e.g., 3-parameter, single-exponential fit to the time activity curve). Non-vermis cerebellar regions will be used as the reference tissue.
Primary measures of neural activation will be estimated using mean percent signal change for the reward versus neutral contrast during anticipation. The primary molecular measures estimated via PET will include the average baseline dopamine binding potential and task-related changes in binding potential. For both neural and molecular measures, regions of interest will include the nucleus accumbens, caudate nucleus, and putamen. In addition, we will conduct exploratory fMRI analyses of activation in medial prefrontal regions during reward outcome processing.
2.18 Compliance Monitoring
Treatment compliance will be assessed via participant self-report. Blood samples will also be collected on a weekly basis as a biological measure of compliance. Samples will be used to measure serum estradiol levels using the Enzyme Linked to Immunosorbent Assay (ELISA). In the event the study treatment protocol is not followed, the participant’s data will be excluded from analyses
2.19 Strategies to improve adherence to interventions {11c}
Participants are instructed to contact the study team immediately if their patch begins falling off so that a new, blinded patch can be placed.
2.20 Plans to promote participant retention and complete follow-up {18b}
Study coordinators are available to conduct clinical assessments at the home of participants or over zoom to increase retention and collect all clinical data.
2.21 Provisions for post‑trial care {30}
N/A. No harm anticipated; no provisions prepared
2.22 Case Report Form
For each consented participant, a case report form will be generated that summarizes screening and study data, including deidentified hard copies of clinical measures. Participants will be identified by their alphanumeric identifier on this form to maintain confidentiality. Upon completion of the study, case report forms will be maintained for a minimum of seven years.
2.23 Relevant concomitant care permitted or prohibited during the trial {11d}
To be eligible to complete the study, participants must not be taking any psychotropic medication or supplement that is known to alter mood. Study participants who elect to begin taking such medications or supplements during the three-week treatment window will be discontinued from the study.
2.24 Safety Assessments
A baseline medical health assessment is conducted prior to clearing participants for treatment. This includes blood panels and a pelvic exam/PAP test done by the study gynecologist or the participant’s personal provider if they choose. If the participant has had a pelvic exam/PAP test completed within three years prior to enrollment, a review of medical records can take the place of an updated exam. Participants must show no evidence of exclusionary conditions and have no history of abnormal labs or resolved abnormal labs as verified by additional testing and treatment. Furthermore, prior to each PET-MR visit, participants will complete a pregnancy test and MRI screening form to ensure there are no contraindications to scanning.
2.25 Adverse Events {22}
Adverse events will be monitored by study staff from treatment baseline through the final study visit. Participants will be advised during the consenting process to notify study staff immediately if they experience any new or unusual side effects during participation. Upon initiation of treatment, weekly check-ins will be completed to inquire about potential adverse events. Non-leading questions will be asked (e.g., “How have things been going for you? How has your mood been? How have you felt physically? Have you noticed anything different in the past week?”). Participants will be provided weekly handouts on potential adverse side effects associated with estradiol treatment. Serious adverse events, as defined by the FDA, will be reported to the principal investigators and the Data Safety Monitoring Board (DSMB) within 24 hours, to the university IRB within five days of occurrence, and, for unexpected serious adverse events, to the study sponsor within ten business days. Other adverse events that are non-serious, but deemed study related, will be reported biannually to the DSMB.
2.26 Criteria for discontinuing or modifying the allocated intervention {11b}
Participants are free to withdraw from the study at any time, and this right will be reviewed during the consenting process. Investigators may discontinue study participation prior to completion of treatment for the following reasons: 1) intervention non-compliance, 2) the participant is lost-to-follow-up, 3) a medical condition or situation arises where continued participation is contraindicated, 4) a condition develops or an event occurs that meets exclusion criteria, 5) suicidal thoughts, plans, or intent is expressed, 6) or there are any other concerns about continued participation. In the case of severe mood symptoms or suicidal thoughts, the first three items on the Colombia-Suicide Severity Rating Scale will be administered by a member of the research team. If the participant expresses active suicidal ideation within the past week or expresses concerns about their ability to continue in the study, they will be evaluated by a licensed clinical psychologist or psychiatrist and will be discontinued from the study protocol. If symptoms are deemed otherwise unmanageable, inpatient admission to the university hospital’s psychiatry department will be arranged.
2.27 Study Discontinuation and Closure
Ongoing trial safety monitoring, compliance, and progress will be conducted by the principal investigators, the DSMB, and the sponsor. The DSMB will convene biannually, or sooner if required (e.g., in the case of serious adverse events), to formally evaluate the progress and safety of the trial. The following circumstances may warrant suspension or premature discontinuation and closure of the study:
- Participation in study procedures poses unexpected, significant, or unacceptable risk (e.g., three or more serious adverse events reported);
- There are findings of a) insufficient compliance with the study protocol, b) data are not sufficiently complete or evaluable, or c) trial progress is determined insufficient;
- There has been a clear demonstration of trial a) efficacy, or b) futility.
In the case of premature termination or suspension, the principal investigators will inform study participants, the IRB, and the study sponsor, citing the specific reason(s) for the suspension/termination decision. In the case of suspension, the study may resume when concerns are determined to be adequately addressed.
2.28 Participant Reimbursement and Compensation
Participants will have the opportunity to receive up to $500 in total compensation for completion of study procedures. They will receive $60 for their first screening visit (completion of the SCID-5 and symptom questionnaires) and $30 for the second screening visit (blood panel and completion of a gynecological exam or medical records from an exam in the past three years). For the baseline and post-treatment PET-MR imaging sessions, participants can earn between $140-$200 per session depending on their performance on the MID task. A variable compensation rate is necessary for these neuroimaging sessions to examine neural and molecular biomarkers related to motivation to win money. Furthermore, during weeks one and two of treatment, they will earn $55 per visit (brief interview, questionnaires to assess anhedonia/psychosis, and a blood draw). In the case of withdrawal from the study, a prorated payment schedule will be applied, including an hourly rate for PET-MR visits of $50 per hour and up to $150 total.
2.29 Data Management {19}
A CONSORT diagram tracking log will be used to track the number of participants that were pre-screened, consented, cleared for treatment, and completed the study, as well as withdrawals. Case report forms containing hard copies of data will be stored within a locked filing cabinet in a secure, locked room. Data from case report forms, including clinical measures and laboratory data, will be entered digitally and stored on HIPAA-compliant servers. REDCap will be used for secure collection and storage of digital survey and questionnaire data. Upon completion of the clinical trial, study documents will be retained for a minimum of seven years.
2.30 Confidentiality {27}
Participant identification codes are assigned at the time of screening. PIs and study coordinators have access to personal identifiers of enrolled participants and medical records through their dual roles as researchers and care providers.
2.31 Plans for collection, laboratory evaluation, and storage of biological specimens for genetic or molecular analysis in this trial/future use {33}
N/A. No biological specimens collected.
2.32 Statistical methods for primary and secondary outcomes {20a}
The first objective of this study is to examine baseline (i.e., pre-treatment) associations between anhedonia and psychosis and neural and molecular responses to rewards. Associations between clinical measures and mechanistic outcomes will be estimated via correlation analysis. The second objective is to evaluate the experimental effects of estradiol versus placebo on clinical outcome measures and mechanistic outcomes. Mixed effects models will be used to examine the effects of time, treatment group, and their interaction on clinical outcomes (four timepoints, random intercept and slope) and neural and molecular outcomes (two timepoints, random intercept only), with age as a covariate. A separate model will be generated for each clinical outcome measure (anhedonia and psychosis) and each neural and molecular outcome (activation during reward anticipation and BPND and task-related ΔBPND for striatal regions of interest). Exploratory whole-brain analyses will also be conducted for fMRI activation during reward anticipation. Within the estradiol treatment group only, we will examine how biomarkers of reward response predict changes in clinical outcome measures. We will examine intercorrelations between anhedonia or psychosis and neural and molecular reward response, using residualized gain scores to quantify changes in clinical measures. We will also use mixed effect models to examine how changes in neural and molecular reward response predict variability in clinical outcome trajectories, with a separate model for each clinical outcome and each neural and molecular change score. Maximum likelihood estimation will be used in all mixed effect models to accommodate missing data (e.g., SAS proc mixed). When multiple comparisons are conducted to test a hypothesis, appropriate correction will be applied to achieve a corrected p-value of 0.05. For clinical outcome hypotheses, both a per-protocol and an intent-to-treat analytic approach (e.g., utilizing all available data, even for participants who did not finish treatment to completion) will be used. For mechanistic hypotheses, a per-protocol approach will be used, including only participants who completed the baseline PET-MR scan, three weeks of estradiol treatment, and the post-treatment PET-MR scan.
2.33 Interim Analyses {21b} and subgroup analyses {20b}
No interim analyses or subgroup analyses on the outcomes are planned.
2.34 Methods in analysis to handle protocol non‑adherence and any statistical methods to handle missing data {20c}
We will report any differences in consent, withdrawal, and loss-to-follow-up by randomization arm. We do not have plans for imputation for missing data.
2.35 Plans to give access to the full protocol, participant level‑data and statistical code {31c}
Access to a cleaned, deidentified dataset, and code may be requested after the study is completed and accompanying manuscripts are published. The primary aim is a study-wide analysis and will be disseminated as such. Any publications and presentations prior to the release of the primary results will not impede the integrity of those results.
2.36 Roles and responsibilities: committees {5d}
The principal investigators will serve as study monitors. They will ensure compliance with the investigational plan as well as IRB regulations, hosting weekly study team meetings focusing on progress monitoring and safeguarding against unanticipated problems. Protocol deviations will be discussed in weekly review meetings and corrective actions will be identified. Furthermore, the principal investigators will be notified of serious adverse events within 24 hours and non-serious adverse events within 7 days and follow-up to resolution.
Quality assurance measures will also be implemented to ensure protocol compliance and data quality. During training of study personnel, detailed review and feedback will be provided regarding informed consent procedures. Reliability checks will be implemented on a routine basis for administration of clinical outcome measures, with a minimum of 20% reviewed. Research assistants will be trained to enter and review data quality in REDCap. Data from REDCap will be downloaded regularly as an excel file to a secure drive and inspected for accuracy and completeness. Furthermore, a representative sample of source data from the case report form will be checked against the REDCap study database to ensure accurate entry. A data manager will also review REDCap data for plausibility and completeness and will flag and follow-up on potential errors.
2.37 Data Safety Monitoring Board {21a}
Independent oversight of study safety will be conducted by the DSMB. The DSMB is responsible for monitoring and minimizing study risks, reviewing modifications to risk management protocols, monitoring enrollment progress, and recommending study continuation based on ongoing risk versus benefit analysis. The DSMB will receive biannual reports summarizing safety and enrollment data as well as any revisions to the study protocol. The DSMB will also be notified within 24 hours of any serious adverse events.
2.38 Frequency and plans for auditing trial conduct {23}
Internal audits of this trial are conducted quarterly. Intervention implementation and quality improvement are addressed at weekly team meetings with the study PIs, co-investigators, and study staff.
2.39 Plans for communicating important protocol amendments to relevant parties (e.g., trial participants, ethical committees) {25}
Changes to the study protocol must be approved by the IRB and reported to the study sponsor. Furthermore, any modifications to risk management protocols will be approved by the DSMB. If significant deviations from the existing study protocol occur, they will be reported to the IRB within two weeks as well as in annual progress reports to the sponsor and to the DSMB during their biannual meeting schedule, or within four weeks for serious violations (e.g., confidentiality breach). We used the SPIRIT Checklist to assist with presenting this protocol.
2.40 Dissemination of Findings {31}
In accordance with NIH sponsor policy, the results and accomplishments of study activities will be made publicly available. All peer-reviewed manuscripts will be submitted to the public-access PubMed Central digital archive upon acceptance for publication. Every attempt will be made to publish the clinical trial results in peer-reviewed journals. Furthermore, upon completion of the clinical trial, study data will be deidentified and the archived data will be shared publicly on the NIMH Data Archive (NDA). In accordance with the NIH policy on the Dissemination of NIH-Funded Clinical Trial Information and the Clinical Trials Registration and Results Information Submission rule, the clinical trial will be registered at ClinicalTrials.gov and results of the study will be submitted to this website.