Emerging technologies for minimal residual disease detection in hematologic malignancies
Daniel J Groso1, David G Coffey2
1University of Miami Miller School of Medicine, Miami, FL.
Seminars in Hematology
|March 3, 2026
Summary
Detecting minimal residual disease (MRD) is key for blood cancer patients. Emerging less invasive blood and imaging tests may soon complement traditional bone marrow analysis for better monitoring.
Area of Science:
- Hematology
- Oncology
- Biomarker Detection
Background:
- Minimal residual disease (MRD) detection is crucial for prognosis, therapy guidance, and relapse monitoring in hematologic malignancies.
- Current standard assays (flow cytometry, PCR, NGS) use invasive bone marrow aspirates, limiting assessment frequency and site evaluation.
- These limitations can lead to missed spatially heterogeneous or extramedullary disease.
Purpose of the Study:
- To review the principles and clinical readiness of conventional and emerging MRD assays.
- To discuss how these approaches can enhance disease monitoring and therapeutic decision-making in hematologic cancers.
Main Methods:
- Review of current gold-standard MRD detection methods (flow cytometry, PCR, NGS) using bone marrow aspirates.
- Discussion of emerging MRD surveillance approaches, including plasma-based assays and imaging techniques.
- Analysis of the clinical utility and readiness of both conventional and novel MRD detection strategies.
Main Results:
- Conventional MRD assays are highly sensitive but invasive, restricting monitoring frequency and scope.
- Emerging plasma-based and imaging assays offer potential for broader, more frequent, and less invasive disease surveillance.
- These novel approaches may overcome limitations of bone marrow sampling for comprehensive MRD evaluation.
Conclusions:
- Advances in MRD detection are essential for improving patient outcomes in hematologic malignancies.
- Emerging non-invasive techniques show promise for more effective and frequent monitoring of minimal residual disease.
- Integrating conventional and novel MRD assays can optimize treatment strategies and relapse prediction.


