MicroRNAs as Biomarkers in First Episode Schizophrenia (MIRFEST)
MicroRNAs in Neural-Derived Extracellular Vesicles as Biomarkers in First Episode Schizophrenia
研究概览
地位
详细说明
Schizophrenia is a significant psychiatric illness characterized by psychosis, social withdrawal, and cognitive difficulties leading to impaired daily functioning. Diagnosis and treatment assessment remain heavily reliant on clinical interviews, which are subjective and lack objective biological indicators. Previous research has established evidence of miRNA dysregulation in schizophrenia through genome-wide association studies, post-mortem brain tissue analysis, and biological fluid studies. A more recent and promising approach involves measuring miRNAs specifically contained within neural-derived extracellular vesicles (NDEs) isolated from plasma. These NDEs carry brain-specific miRNA cargo and can be identified in peripheral blood, offering a less invasive approach compared to cerebrospinal fluid or brain tissue.
This study addresses the identified knowledge gap by investigating plasma NDE miRNAs as novel diagnostic and treatment response biomarkers specifically in first-episode schizophrenia (FES). The focus on FES participants minimizes confounding effects associated with long-term medication use and extended illness duration. The study employs a 12-week mechanistic clinical trial design with clinical assessments, neurocognitive testing (MATRICS), and blood collection for NDE miRNA sequencing at baseline and 12 weeks. MiRNA sequencing will be performed using Illumina NovaSeq6000 following NDE isolation via L1/NCAM antibody immunoprecipitation. Statistical analysis includes differential expression analysis using DESeq, Binary Elastic Net Regression for feature selection, and machine learning models (random forests, gradient boosting, SVM) for predictive performance assessment.
研究类型
注册 (估计的)
阶段
- 不适用
联系人和位置
学习联系方式
- 姓名:Nicole Montgomery, MD
- 电话号码:949-486-9390
- 邮箱:nmontgomery@northwell.edu
研究联系人备份
- 姓名:Juan Gallego, MD, MS
- 电话号码:718-470-4588
- 邮箱:NMontgomery@northwell.edu
学习地点
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New York
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Glen Oaks、New York、美国、11004
- 招聘中
- Zucker Hillside Hospital
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接触:
- Nicole Montgomery
- 电话号码:9494869390
- 邮箱:NMontgomery@northwell.edu
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参与标准
资格标准
适合学习的年龄
- 孩子
- 成人
接受健康志愿者
描述
Inclusion Criteria:
- Acute first episode of psychosis with DSM-5 diagnosis of schizophrenia, schizoaffective disorder, schizophreniform disorder, or psychosis Not Otherwise Specified (NOS)
- Current positive symptoms rated ≥4 (moderate) on one or more of these BPRS items: hallucinatory behavior, unusual thought content, grandiosity, conceptual disorganization
- Early phase of illness as defined by having taken antipsychotic drugs for a cumulative lifetime period ≤2 weeks
- Age 15 to 40
- Receiving or about to start naturalistic treatment with either aripiprazole or risperidone
- Full capacity to consent
Exclusion Criteria:
- Participant voluntarily withdraws consent at any given time during the study
- Loss of capacity to consent during the study
- Treating psychiatrist determines that the participant requires an antipsychotic medication other than aripiprazole or risperidone due to adverse effects, poor tolerability, poor response, or any other reason
- The investigator, sponsor, independent safety monitor, or DSMB determines discontinuation is necessary to protect the participant
- Pregnancy is discovered during the study
学习计划
研究是如何设计的?
设计细节
- 主要用途:诊断
- 分配:非随机化
- 介入模型:并行分配
- 屏蔽:无(打开标签)
武器和干预
参与者组/臂 |
干预/治疗 |
|---|---|
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实验性的:First-Episode Schizophrenia - Aripiprazole/Risperidone
FES participants receiving naturalistic treatment with aripiprazole or risperidone as prescribed by their treating psychiatrist.
Blood samples collected at baseline and week 12 for NDE miRNA analysis.
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Blood samples collected at baseline and week 12 for isolation of neural-derived extracellular vesicles (NDEs) from plasma using L1/NCAM antibody immunoprecipitation, followed by small RNA sequencing on Illumina NovaSeq6000 to identify differentially expressed miRNAs.
Single baseline blood sample collected for DNA extraction and whole genome sequencing to analyze genetic variation associated with psychosis and treatment response.
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有源比较器:Healthy volunteers
Healthy volunteers providing a single baseline blood sample for NDE miRNA analysis comparison.
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Blood samples collected at baseline and week 12 for isolation of neural-derived extracellular vesicles (NDEs) from plasma using L1/NCAM antibody immunoprecipitation, followed by small RNA sequencing on Illumina NovaSeq6000 to identify differentially expressed miRNAs.
Single baseline blood sample collected for DNA extraction and whole genome sequencing to analyze genetic variation associated with psychosis and treatment response.
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研究衡量的是什么?
主要结果指标
结果测量 |
措施说明 |
大体时间 |
|---|---|---|
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Diagnostic performance of plasma NDE miRNA panel
大体时间:Baseline (Week 0)
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Sensitivity, specificity, and Area Under the Curve (AUC) of a panel of plasma NDE miRNAs in differentiating acutely psychotic First-Episode Schizophrenia (FES) participants from Healthy Volunteers (HV), assessed using Binary Elastic Net Regression and machine learning models.
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Baseline (Week 0)
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Predictive performance of baseline plasma NDE miRNA levels for treatment response
大体时间:Baseline NDE miRNAs predicting response at Week 12
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Predictive performance (AUC, accuracy, sensitivity, specificity) of baseline plasma NDE miRNA levels for clinical response to antipsychotic treatment (aripiprazole or risperidone).
Treatment response defined as all 4 BPRS Thought Disturbance factor items below psychotic level (<4) for 2 consecutive ratings with concomitant CGI ratings of much/very much improved.
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Baseline NDE miRNAs predicting response at Week 12
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合作者和调查者
调查人员
- 首席研究员:Juan Gallego, MD、Northwell Health
研究记录日期
研究主要日期
学习开始 (估计的)
初级完成 (估计的)
研究完成 (估计的)
研究注册日期
首次提交
首先提交符合 QC 标准的
首次发布 (实际的)
研究记录更新
最后更新发布 (实际的)
上次提交的符合 QC 标准的更新
最后验证
更多信息
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