Related Experiment Video
Updated: Jun 11, 2025

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
Published on: October 11, 2018
Molecular characterization and biomarker identification in paediatric B-cell acute lymphoblastic leukaemia
Yu Du1, Xiankai Zhang2, Ming Sun3
1Department of Hematology, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Insights
This study reveals that analyzing circulating tumor DNA (ctDNA) alongside bone marrow (BM) in pediatric B-cell acute lymphoblastic leukemia (B-ALL) can predict treatment response and prognosis, aiding in better patient management.
Area of Science:
- Pediatric Oncology
- Hematologic Malignancies
- Molecular Diagnostics
Background:
- B-cell acute lymphoblastic leukemia (B-ALL) is a major childhood cancer with significant heterogeneity and relapse rates.
- Effective management strategies are crucial for improving outcomes in pediatric B-ALL patients.
Purpose of the Study:
- To characterize the molecular landscape of pediatric B-ALL.
- To evaluate the clinical utility of circulating tumor DNA (ctDNA) for prognosis and treatment monitoring.
- To identify novel genetic alterations and their clinical implications.
Main Methods:
- Next-generation sequencing (NGS) of bone marrow (BM) and plasma samples from 146 pediatric B-ALL patients.
- RNA sequencing to identify gene fusions.
- Minimal residual disease (MRD) assessment on day 19 of induction therapy.
Main Results:
- Identified 37 novel gene fusions, including KMT2A-TRIM29, in 61% of patients.
- Higher mutation counts and variant allele frequency in baseline BM correlated with poorer chemotherapy response.
- MRD-negative status was linked to immune pathway activation and increased CD8+ T cell infiltration.
- Plasma ctDNA showed high concordance with BM mutations and predicted chemotherapy efficacy.
Conclusions:
- ctDNA analysis provides valuable prognostic information in pediatric B-ALL.
- Combined ctDNA and BM profiling can enhance treatment strategy and patient management.
- Molecular characterization aids in understanding B-ALL heterogeneity and relapse risk.
Abstract:
B-cell acute lymphoblastic leukaemia (B-ALL) is the most prevalent hematologic malignancy in children and a leading cause of mortality. Managing B-ALL remains challenging due to its heterogeneity and relapse risk. This study aimed to delineate the molecular features of paediatric B-ALL and explore the clinical utility of circulating tumour DNA (ctDNA). We analysed 146 patients with paediatric B-ALL who received systemic chemotherapy. The mutational landscape was profiled in bone marrow (BM) and plasma samples using next-generation sequencing. Minimal residual disease (MRD) testing on day 19 of induction therapy evaluated treatment efficacy. RNA sequencing identified gene fusions in 61% of patients, including 37 novel fusions. Specifically, the KMT2A-TRIM29 novel fusion was validated in a boy who responded well to initial therapy but relapsed after 1 year. Elevated mutation counts and maximum variant allele frequency in baseline BM were associated with significantly poorer chemotherapy response (p = 0.0012 and 0.028, respectively). MRD-negative patients exhibited upregulation of immune-related pathways (p < 0.01) and increased CD8+ T cell infiltration (p = 0.047). Baseline plasma ctDNA exhibited high mutational concordance with the paired BM samples and was significantly associated with chemotherapy efficacy. These findings suggest that ctDNA and BM profiling offer promising prognostic insights for paediatric B-ALL management.
More Related Videos
09:57Comprehensive Protocol to Sample and Process Bone Marrow for Measuring Measurable Residual Disease and Leukemic Stem Cells in Acute Myeloid Leukemia
Published on: March 5, 2018
10:18From a 2DE-Gel Spot to Protein Function: Lesson Learned From HS1 in Chronic Lymphocytic Leukemia
Published on: October 19, 2014