Early Screening for Multiple Myeloma Based on Liquid Biopsy cfDNA Fragmentomics
研究概览
地位
研究类型
注册 (估计的)
参与标准
资格标准
适合学习的年龄
- 成人
- 年长者
接受健康志愿者
取样方法
研究人群
Study Population Description Target Population: Chinese adults aged 40 years, including patients with plasma cell dyscrasias and healthy controls.
Patient Group: Individuals with a laboratory- and clinically-confirmed diagnosis of MM, SMM, or MGUS following standard diagnostic guidelines.
Healthy Controls: Age-matched healthy individuals with no active malignancies or major systemic diseases.
General Eligibility Summary: All participants must voluntarily sign a written informed consent form. Individuals with recent blood transfusions (within 7 days), prior histories of other cancers or systemic oncology therapies within 5 years, or histories of organ/allogeneic transplants will be excluded, alongside any candidates deemed ineligible by the investigator.
描述
Inclusion Criteria:
- Age over 40 years.
- Diagnosed with MM, SMM, or MGUS through standard diagnostic procedures.
- Voluntarily participating and signed written informed consent.
Exclusion Criteria:
- Pregnant or lactating women.
- Prior cancer diagnosis within the past 5 years, or history of any form of systemic cancer therapy (including chemotherapy, targeted therapy, immunotherapy, etc.).
- History of organ transplantation, or allogeneic bone marrow or stem cell transplantation.
- History of blood transfusion within 7 days prior to blood collection.
- Poor compliance or potential interference with signing informed consent as judged by the investigator, or any other conditions rendering the subject unsuitable for the study.
学习计划
研究是如何设计的?
设计细节
队列和干预
团体/队列 |
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Training Set
A cohort of ≥100 MM patients, 70 MGUS/SMM patients (mixed at a 1:1 ratio), and 30 healthy controls will be used to train and construct the myeloma early screening model.
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Validation Set
A cohort of 30 MM patients, 30 MGUS/SMM patients (mixed at a 1:1 ratio), and 30 healthy controls will be used to validate the performance of the myeloma early screening model.
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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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Sensitivity and Specificity
大体时间:Baseline
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The early screening model will be developed using the training set; its sensitivity and specificity will then be evaluated in the validation set based on the consistency between the model's classification and clinical diagnosis.
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Baseline
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合作者和调查者
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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