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Next Generation Sequencing for the Detection of Actionable Mutations in Solid and Liquid Tumors
Published on: September 20, 2016
Fusion partner-specific mutation profiles and KRAS mutations as adverse prognostic factors in MLL-rearranged AML
Hidemasa Matsuo1,2, Kenichi Yoshida3, Kana Nakatani1
1Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Abstract:
Mixed-lineage leukemia (MLL) gene rearrangements are among the most frequent chromosomal abnormalities in acute myeloid leukemia (AML). MLL fusion patterns are associated with the patient's prognosis; however, their relationship with driver mutations is unclear. We conducted sequence analyses of 338 genes in pediatric patients with MLL-rearranged (MLL-r) AML (n = 56; JPLSG AML-05 study) alongside data from the TARGET study's pediatric cohorts with MLL-r AML (n = 104), non-MLL-r AML (n = 581), and adult MLL-r AML (n = 81). KRAS mutations were most frequent in pediatric patients with high-risk MLL fusions (MLL-MLLLT10, MLL-MLLT4, and MLL-MLLT1). Pediatric patients with MLL-r AML (n = 160) and a KRAS mutation (KRAS-MT) had a significantly worse prognosis than those without a KRAS mutation (KRAS-WT) (5-year event-free survival [EFS]: 51.8% vs 18.3%, P < .0001; 5-year overall survival [OS]: 67.3% vs 44.3%, P = .003). The adverse prognostic impact of KRAS mutations was confirmed in adult MLL-r AML. KRAS mutations were associated with adverse prognoses in pediatric patients with both high-risk (MLLT10+MLLT4+MLLT1; n = 60) and intermediate-to-low-risk (MLLT3+ELL+others; n = 100) MLL fusions. The prognosis did not differ significantly between patients with non-MLL-r AML with KRAS-WT or KRAS-MT. Multivariate analysis showed the presence of a KRAS mutation to be an independent prognostic factor for EFS (hazard ratio [HR], 2.21; 95% confidence interval [CI], 1.35-3.59; P = .002) and OS (HR, 1.85; 95% CI, 1.01-3.31; P = .045) in MLL-r AML. The mutation is a distinct adverse prognostic factor in MLL-r AML, regardless of risk subgroup, and is potentially useful for accurate treatment stratification. This trial was registered at the UMIN (University Hospital Medical Information Network) Clinical Trials Registry (UMIN-CTR; http://www.umin.ac.jp/ctr/index.htm) as #UMIN000000511.
Insights
KRAS mutations are linked to a worse prognosis in pediatric mixed-lineage leukemia (MLL)-rearranged acute myeloid leukemia (AML). This finding, observed across various MLL fusion types, highlights KRAS as an independent adverse prognostic factor for treatment stratification.
Area of Science:
- Hematology
- Oncology
- Genetics
Background:
- Mixed-lineage leukemia (MLL) gene rearrangements are common in acute myeloid leukemia (AML).
- MLL fusion patterns influence patient prognosis, but their link to driver mutations remains unclear.
- Understanding these relationships is crucial for improving AML treatment strategies.
Purpose of the Study:
- To investigate the association between KRAS mutations and prognosis in pediatric MLL-rearranged (MLL-r) AML.
- To determine if KRAS mutations are independent prognostic factors in MLL-r AML.
- To evaluate the impact of KRAS mutations across different MLL fusion subtypes and age groups.
Main Methods:
- Sequence analysis of 338 genes in pediatric MLL-r AML patients from the JPLSG AML-05 study (n=56).
- Integrated analysis with TARGET pediatric MLL-r AML (n=104), non-MLL-r AML (n=581), and adult MLL-r AML (n=81) cohorts.
- Comparative survival analysis (Event-Free Survival [EFS] and Overall Survival [OS]) based on KRAS mutation status.
Main Results:
- KRAS mutations were most frequent in pediatric MLL-r AML with high-risk MLL fusions.
- Pediatric MLL-r AML patients with KRAS mutations (KRAS-MT) showed significantly worse EFS (51.8% vs 18.3%) and OS (67.3% vs 44.3%) compared to KRAS-WT.
- The adverse prognostic impact of KRAS mutations was confirmed in adult MLL-r AML and across different pediatric risk subgroups.
- KRAS mutation was an independent prognostic factor for EFS (HR 2.21) and OS (HR 1.85) in MLL-r AML.
Conclusions:
- KRAS mutation is a distinct adverse prognostic factor in MLL-rearranged AML, irrespective of risk subgroup.
- Identifying KRAS mutations can aid in accurate treatment stratification for MLL-r AML patients.
- Further research may explore targeted therapies for KRAS-mutated MLL-r AML.
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