Measurable residual disease monitoring for patients with acute myeloid leukemia following hematopoietic cell transplantation using error corrected hybrid capture next generation sequencing

被引:18
作者
Balagopal, Vidya [1 ]
Hantel, Andrew [2 ,4 ]
Kadri, Sabah [1 ,5 ]
Steinhardt, George [1 ]
Zhen, Chao Jie [1 ]
Kang, Wenjun [3 ]
Wanjari, Pankhuri [1 ]
Ritterhouse, Lauren L. [1 ]
Stock, Wendy [2 ]
Segal, Jeremy P. [1 ]
机构
[1] Univ Chicago, Dept Pathol, Div Genom & Mol Pathol, 5841 S Maryland Ave, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Med, Sect Hematol Oncol, 5841 S Maryland Ave, Chicago, IL 60637 USA
[3] Univ Chicago, Ctr Res Informat, Chicago, IL 60637 USA
[4] Dana Farber Canc Inst, Boston, MA 02115 USA
[5] Northwestern Univ, Feinberg Sch Med, Div Heath & Biomed Informat, Chicago, IL 60611 USA
关键词
BONE-MARROW; DNMT3A MUTATIONS; CHIMERISM; RELAPSE;
D O I
10.1371/journal.pone.0224097
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Improved systems for detection of measurable residual disease (MRD) in acute myeloid leukemia (AML) are urgently needed, however attempts to utilize broad-scale next-generation sequencing (NGS) panels to perform multi-gene surveillance in AML post-induction have been stymied by persistent premalignant mutation-bearing clones. We hypothesized that this technology may be more suitable for evaluation of fully engrafted patients following hematopoietic cell transplantation (HCT). To address this question, we developed a hybrid-capture NGS panel utilizing unique molecular identifiers (UMIs) to detect variants at 0.1% VAF or below across 22 genes frequently mutated in myeloid disorders and applied it to a retrospective sample set of blood and bone marrow DNA samples previously evaluated as negative for disease via standard-of-care short tandem repeat (STR)-based engraftment testing and hematopathology analysis in our laboratory. Of 30 patients who demonstrated trackable mutations in the 22 genes at eventual relapse by standard NGS analysis, we were able to definitively detect relapse-associated mutations in 18/30 (60%) at previously disease-negative timepoints collected 20-100 days prior to relapse date. MRD was detected in both bone marrow (15/28, 53.6%) and peripheral blood samples (9/18, 50%), while showing excellent technical specificity in our sample set. We also confirmed the disappearance of all MRD signal with increasing time prior to relapse (> 100 days), indicating true clinical specificity, even using genes commonly associated with clonal hematopoiesis of indeterminate potential (CHIP). This study highlights the efficacy of a highly sensitive, NGS panel-based approach to early detection of relapse in AML and supports the clinical validity of extending MRD analysis across many genes in the post-transplant setting.
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页数:18
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