Technical Advances in the Measurement of Residual Disease in Acute Myeloid Leukemia
Gregory W Roloff1, Catherine Lai2, Christopher S Hourigan3
1Myeloid Malignances Section, Hematology Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA. gregory.roloff@gmail.com.
Abstract:
Outcomes for those diagnosed with acute myeloid leukemia (AML) remain poor. It has been widely established that persistent residual leukemic burden, often referred to as measurable or minimal residual disease (MRD), after induction therapy or at the time of hematopoietic stem cell transplant (HSCT) is highly predictive for adverse clinical outcomes and can be used to identify patients likely to experience clinically evident relapse. As a result of inherent genetic and molecular heterogeneity in AML, there is no uniform method or protocol for MRD measurement to encompass all cases. Several techniques focusing on identifying recurrent molecular and cytogenetic aberrations or leukemia-associated immunophenotypes have been described, each with their own strengths and weaknesses. Modern technologies enabling the digital quantification and tracking of individual DNA or RNA molecules, next-generation sequencing (NGS) platforms, and high-resolution imaging capabilities are among several new avenues under development to supplement or replace the current standard of flow cytometry. In this review, we outline emerging modalities positioned to enhance MRD detection and discuss factors surrounding their integration into clinical practice.
Insights
Minimal residual disease (MRD) detection in acute myeloid leukemia (AML) is crucial for predicting outcomes. Emerging technologies like next-generation sequencing offer improved methods for sensitive MRD assessment to guide treatment decisions.
Area of Science:
- Hematology
- Oncology
- Molecular Diagnostics
Background:
- Outcomes for acute myeloid leukemia (AML) patients remain poor.
- Persistent minimal residual disease (MRD) after therapy predicts adverse outcomes and relapse.
- Current MRD detection methods lack uniformity due to AML heterogeneity.
Purpose of the Study:
- To review emerging technologies for enhanced MRD detection in AML.
- To discuss the integration of novel MRD detection modalities into clinical practice.
Main Methods:
- Review of current literature on MRD detection techniques in AML.
- Discussion of novel technologies including next-generation sequencing (NGS) and high-resolution imaging.
- Analysis of flow cytometry as the current standard and its limitations.
Main Results:
- Various techniques exist for MRD measurement, each with limitations.
- NGS and advanced imaging offer potential for more sensitive and accurate MRD quantification.
- These technologies aim to supplement or replace current flow cytometry methods.
Conclusions:
- Enhanced MRD detection is critical for improving AML patient outcomes.
- Novel technologies show promise for more precise MRD assessment.
- Integration of these advancements into clinical practice requires careful consideration.
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