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Comprehensive DNA Methylation Analysis Using a Methyl-CpG-binding Domain Capture-based Method in Chronic Lymphocytic Leukemia Patients
Published on: June 16, 2017
ctDNA improves prognostic prediction for patients with relapsed/refractory MM receiving ixazomib, lenalidomide, and
Yasunori Kogure1, Hiroshi Handa2, Yuta Ito1,3
1Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo, Japan.
Abstract:
It remains elusive how driver mutations, including those detected in circulating tumor DNA (ctDNA), affect prognosis in relapsed/refractory multiple myeloma (RRMM). Here, we performed targeted-capture sequencing using bone marrow plasma cells (BMPCs) and ctDNA of 261 RRMM cases uniformly treated with ixazomib, lenalidomide, and dexamethasone in a multicenter, prospective, observational study. We detected 24 and 47 recurrently mutated genes in BMPC and ctDNA, respectively. In addition to clonal hematopoiesis-associated mutations, varying proportion of driver mutations, particularly TP53 mutations (59.2% of mutated cases), were present in only ctDNA, suggesting their subclonal origin. In univariable analyses, ctDNA mutations of KRAS, TP53, DIS3, BRAF, NRAS, and ATM were associated with worse progression-free survival (PFS). BMPC mutations of TP53 and KRAS were associated with inferior PFS, whereas KRAS mutations were prognostically relevant only when detected in both BMPC and ctDNA. A total number of ctDNA mutations in the 6 relevant genes was a strong prognostic predictor (2-year PFS rates: 57.3%, 22.7%, and 0% for 0, 1, and ≥2 mutations, respectively) and independent of clinical factors and plasma DNA concentration. Using the number of ctDNA mutations, plasma DNA concentration, and clinical factors, we developed a prognostic index, classifying patients into 3 categories with 2-year PFS rates of 57.9%, 28.6%, and 0%. Serial analysis of ctDNA mutations in 94 cases revealed that TP53 and KRAS mutations frequently emerge after therapy. Thus, we clarify the genetic characteristics and clonal architecture of ctDNA mutations and demonstrate their superiority over BMPC mutations for prognostic prediction in RRMM. This study is a part of the C16042 study, which is registered at www.clinicaltrials.gov as #NCT03433001.
Insights
Circulating tumor DNA (ctDNA) mutations, especially TP53 and KRAS, are superior to bone marrow plasma cell mutations for predicting outcomes in relapsed/refractory multiple myeloma (RRMM). The number of ctDNA mutations offers a powerful prognostic tool.
Area of Science:
- Genomics and Precision Medicine
- Hematologic Malignancies
- Molecular Diagnostics
Background:
- Prognostic implications of driver mutations in circulating tumor DNA (ctDNA) remain unclear in relapsed/refractory multiple myeloma (RRMM).
- Understanding genetic alterations in ctDNA is crucial for personalized treatment strategies in RRMM.
Purpose of the Study:
- To investigate the prognostic value of driver mutations detected in ctDNA and bone marrow plasma cells (BMPCs) in RRMM patients.
- To establish a prognostic index based on ctDNA mutations for improved outcome prediction in RRMM.
Main Methods:
- Targeted-capture sequencing of BMPCs and ctDNA from 261 RRMM patients treated with ixazomib, lenalidomide, and dexamethasone.
- Analysis of recurrently mutated genes, including TP53, KRAS, DIS3, BRAF, NRAS, and ATM, in relation to progression-free survival (PFS).
- Development and validation of a prognostic index incorporating ctDNA mutations, plasma DNA concentration, and clinical factors.
Main Results:
- 47 recurrently mutated genes were detected in ctDNA, with TP53 mutations being most frequent (59.2% of mutated cases).
- ctDNA mutations in KRAS, TP53, DIS3, BRAF, NRAS, and ATM were associated with worse PFS.
- A total number of ctDNA mutations in 6 key genes strongly predicted PFS, outperforming BMPC mutations and clinical factors alone.
- The developed prognostic index effectively categorized patients into distinct risk groups with varying 2-year PFS rates.
Conclusions:
- ctDNA mutations, particularly their quantity, provide superior prognostic information compared to BMPC mutations in RRMM.
- TP53 and KRAS mutations can emerge during therapy, highlighting the dynamic nature of clonal evolution.
- The novel prognostic index offers a valuable tool for risk stratification and guiding treatment decisions in RRMM.
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