From Spatial Heterogeneity to Real-Time Monitoring: Liquid Biopsy for Genomic Profiling and MRD Assessment in Multiple Myeloma

Multiple myeloma (MM) is a malignancy of plasma cells that is characterized by a complex and spatially heterogeneous genomic landscape. Despite this complexity, clinical monitoring remains largely dependent on localized bone marrow (BM) assessments. This dependence creates a significant diagnostic gap, as the primary monitoring tools fail to account for the spatial and temporal heterogeneity that drives tumor relapse. Liquid biopsy can serve as an adjunctive approach in assessing the pan-clonal landscape in MM through the molecular profiling of circulating tumor DNA (ctDNA) and circulating tumor cells (CTCs). In this review, we examine the clinical utility of liquid biopsy components in capturing mutational profiles, clonal evolution, treatment resistance mechanisms, and minimal residual disease (MRD), including early detection of relapse and extramedullary progression. We will further discuss current limitations, including variability in assay sensitivity, lack of standardization, and the need for prospective validation.

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Publication Details

Journal
Cancers
Published
2026-04-30
DOI
https://doi.org/10.3390/cancers18091439
Primary Topic
Multiple Myeloma Research and Treatments
Type
article
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0.00
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article

From Spatial Heterogeneity to Real-Time Monitoring: Liquid Biopsy for Genomic Profiling and MRD Assessment in Multiple Myeloma

Fizza Rasheed, Yafeng Ma, T. Becker, Silvia Ling et al.
Cancers
Multiple Myeloma Research and Treatments
article

From Spatial Heterogeneity to Real-Time Monitoring: Liquid Biopsy for Genomic Profiling and MRD Assessment in Multiple Myeloma

Fizza Rasheed, Yafeng Ma, T. Becker, Silvia Ling, Tara L. Roberts
article en

Abstract

Multiple myeloma (MM) is a malignancy of plasma cells that is characterized by a complex and spatially heterogeneous genomic landscape. Despite this complexity, clinical monitoring remains largely dependent on localized bone marrow (BM) assessments. This dependence creates a significant diagnostic gap, as the primary monitoring tools fail to account for the spatial and temporal heterogeneity that drives tumor relapse. Liquid biopsy can serve as an adjunctive approach in assessing the pan-clonal landscape in MM through the molecular profiling of circulating tumor DNA (ctDNA) and circulating tumor cells (CTCs). In this review, we examine the clinical utility of liquid biopsy components in capturing mutational profiles, clonal evolution, treatment resistance mechanisms, and minimal residual disease (MRD), including early detection of relapse and extramedullary progression. We will further discuss current limitations, including variability in assay sensitivity, lack of standardization, and the need for prospective validation.

CancersVol. 18(9)
Camden and Campbelltown Hospitals (AU), Liverpool Hospital (AU), UNSW Sydney (AU), Ingham Institute (AU), South Western Sydney Local Health District (AU), Western Sydney University (AU)
Good health and well-being
Openalex Percentile: Top 8%
Multiple Myeloma Research and Treatments
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From Spatial Heterogeneity to Real-Time Monitoring: Liquid Biopsy for Genomic Profiling and MRD Assessment in Multiple Myeloma — Fizza Rasheed, Yafeng Ma, et al. · Cancers (2026) | TGRS Research Map | TGRS