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Validating DW-MRI and Fat Fraction in Multiple Myeloma Post-ASCT: The RAC-FAT Study"

2026年9月7日 更新者：Fondazione EMN Italy Onlus

Multicenter Observational Study for the Validation of the Predictive Role of Diffusion-Weighted Whole-body MRI (DW-MRI) Imaging Response According to MY-RADS Criteria (RAC Score) and Fat Fraction (rFF%) After Autologous Stem Cell Transplantation in Multiple Myeloma Patients Treated With First-Line Anti-CD38-Based Therapy (RAC-FAT Study)

This is a multicenter, observational, retrospective-prospective study designed to validate the predictive role of advanced imaging in patients with newly diagnosed multiple myeloma (NDMM). The main purpose of this study is to estimate the prevalence of radiological response categories (Response Assessment Category, RAC score) and evaluate the predictive value of relative Fat Fraction (rFF%) using Diffusion-Weighted Whole-Body Magnetic Resonance Imaging (DW-MRI) in patients who have undergone autologous stem cell transplantation (ASCT) after receiving first-line anti-CD38-based quadruplet induction therapy.

研究概览

地位

尚未招聘

条件

干预/治疗

详细说明

The role of functional imaging in Multiple Myeloma (MM) has become essential for assessing treatment response. This study focuses on the Myeloma Response Assessment and Diagnosis System (MY-RADS) guidelines and the quantitative parameter of rFF% to identify "functional high-risk" patients who may experience early relapse despite achieving conventional deep responses.The study will involve two cohorts:Retrospective Cohort: Includes patients treated since January 1st, 2020, with available post-ASCT DW-MRI data performed during routine clinical practice.Prospective Cohort: Includes newly diagnosed patients enrolled after their standard-of-care ASCT and post-transplant DW-MRI assessment.Participants will not receive any investigational or trial-specific treatment. All diagnostic and therapeutic procedures follow the current standard of care. Data regarding clinical characteristics, treatment details (induction, ASCT, maintenance), DW-MRI parameters (RAC score, apparent diffusion coefficient [ADC], and rFF% values), and minimal residual disease (MRD) will be collected and recorded in an anonymized electronic Case Report Form (eCRF).The study aims to enroll a minimum of 92 participants to evaluate:Primary Endpoint: Prevalence of RAC1 and RAC≥2 categories post-ASCT.Secondary Endpoints: Progression-free survival (PFS) and Overall Survival (OS) stratified by RAC score and rFF%, and the concordance between imaging results and bone marrow MRD.

研究类型

观察性的

注册 (估计的)

92

联系人和位置

本节提供了进行研究的人员的详细联系信息，以及有关进行该研究的地点的信息。

学习联系方式

学习地点

  • 意大利
      • Bari、意大利
        • IRCCS Istituto Tumori "G. Paolo II - U.O.C. Ematologia e Terapia Cellulare
      • Bologna、意大利
        • A.O.U. di Bologna - Policlinico S. Orsola Malpighi
      • Brescia、意大利
      • Castelfranco Veneto、意大利
      • Como、意大利
      • Milan、意大利
      • Milan、意大利
      • Novara、意大利
      • Pavia、意大利
      • Rome、意大利
        • ASL Roma 1

参与标准

研究人员寻找符合特定描述的人，称为资格标准。这些标准的一些例子是一个人的一般健康状况或先前的治疗。

资格标准

适合学习的年龄

  • 成人
  • 年长者

接受健康志愿者

不

取样方法

非概率样本

研究人群

The study population consists of adult patients with Newly Diagnosed Multiple Myeloma (NDMM) who are eligible for transplantation and have been treated according to the most recent standards of care.

描述

Inclusion criteria:

  • Newly diagnosed MM participants eligible for ASCT, treated with anti-CD38-based quadruplet induction therapy and ASCT, with post-ASCT/premaintenance DW-MRI available (in tandem ASCT, DW-MRI after second ASCT will be considered).
  • Age ≥18 years.
  • Participant must sign an informed consent form (ICF) that he or she understands the purpose of, and procedures required for the trial and is willing to participate in the trial.

Exclusion Criteria:

- Absence of post-ASCT/pre-maintenance DW-MRI.

学习计划

本节提供研究计划的详细信息，包括研究的设计方式和研究的衡量标准。

研究是如何设计的？

设计细节

队列和干预

团体/队列
干预/治疗
Observational: MM Patient Cohort
This cohort includes transplant-eligible patients with newly diagnosed multiple myeloma (NDMM) who have completed first-line anti-CD38-based quadruplet induction therapy and autologous stem cell transplantation (ASCT).
诊断测试：DW-MRI (MY-RADS/RAC score)
Collection and analysis of Diffusion-Weighted Whole-body MRI data performed post-ASCT. The radiological response is evaluated using the Response Assessment Category (RAC) score (1 to 5) according to MY-RADS criteria.
诊断测试：Fat Fraction (rFF%)
Quantitative assessment of the relative Fat Fraction (percentage of fat within skeletal regions) measured on residual focal lesions after transplantation to identify functional high-risk (FHR) patients.
其他：Clinical Data Collection
Retrospective and prospective collection of clinical outcomes, including Progression-Free Survival (PFS), Overall Survival (OS), and Minimal Residual Disease (MRD) status from medical records.

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
Radiological Response Categories (RAC1 and RAC≥2)
大体时间：Post-ASCT / Pre-maintenance (approx. 3-4 months after ASCT))
Prevalence of radiological response categories evaluated by post-ASCT DW-MRI according to MY-RADS criteria.
Post-ASCT / Pre-maintenance (approx. 3-4 months after ASCT))

次要结果测量

结果测量
措施说明
大体时间
Progression-Free Survival (PFS) according to RAC score
大体时间：Minimum 2 years, up to 4 years
Defined as the time from the date of ASCT to the first documented disease progression (per IMWG criteria) or death from any cause.
Minimum 2 years, up to 4 years
Overall Survival (OS) according to RAC score
大体时间：Minimum 2 years, up to 4 years
Defined as the time from the date of ASCT to death from any cause.
Minimum 2 years, up to 4 years
PFS and OS according to relative Fat Fraction (rFF%)
大体时间：Minimum 2 years, up to 4 years
Evaluation of survival outcomes based on the 17.2% rFF% threshold identified on residual focal skeletal lesions.
Minimum 2 years, up to 4 years
RAC Score and IMWG Response Concordance
大体时间：4 months post-ASCT
To assess RAC score in relation to response according to IMWG criteria
4 months post-ASCT
Concordance between RAC score and bone marrow MRD
大体时间：Pre-maintenance (approx. 100 days post-ASCT)
Assessment of the agreement between radiological response (RAC score) and Minimal Residual Disease (MRD) status (when available).
Pre-maintenance (approx. 100 days post-ASCT)
Early Relapse Rate and rFF%
大体时间：18 months post-ASCT)
Proportion of participants with early relapse (within 18 months post-ASCT) associated with rFF% < 17.2%.
18 months post-ASCT)
PFS by Combined MRD and RAC Score
大体时间：Through study completion, an average of 2 years
Evaluation of post-ASCT progression-free survival (PFS) stratified by the combined assessment of bone marrow minimal residual disease (MRD) status and radiological Response Assessment Category (RAC) score.
Through study completion, an average of 2 years
OS by Combined MRD and RAC Score
大体时间：Through study completion, an average of 2 years.
Evaluation of post-ASCT overall survival (OS) stratified by the combined assessment of bone marrow minimal residual disease (MRD) status and radiological Response Assessment Category (RAC) score.
Through study completion, an average of 2 years.

合作者和调查者

在这里您可以找到参与这项研究的人员和组织。

赞助

Fondazione EMN Italy Onlus

研究记录日期

这些日期跟踪向 ClinicalTrials.gov 提交研究记录和摘要结果的进度。研究记录和报告的结果由国家医学图书馆 (NLM) 审查，以确保它们在发布到公共网站之前符合特定的质量控制标准。

研究主要日期

学习开始 (估计的)

2026年10月1日

初级完成 (估计的)

2028年8月1日

研究完成 (估计的)

2030年8月1日

研究注册日期

首次提交

2026年7月21日

首先提交符合 QC 标准的

2026年7月30日

首次发布 (实际的)

2026年8月4日

研究记录更新

最后更新发布 (实际的)

2026年9月9日

上次提交的符合 QC 标准的更新

2026年9月7日

最后验证

2026年9月1日

更多信息

与本研究相关的术语

关键字

其他相关的 MeSH 术语

其他研究编号

  • RAC-FAT

计划个人参与者数据 (IPD)

计划共享个人参与者数据 (IPD)？

不

药物和器械信息、研究文件

研究美国 FDA 监管的药品

不

研究美国 FDA 监管的设备产品

不

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