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From spatial heterogeneity to real-time monitoring: liquid biopsy for genomic porofiling and MRD assessment in multiple myeloma

  • Ingham Institute for Applied Medical Research
  • Ingham Institute of Applied Medical Research
  • University of New South Wales
  • Liverpool Hospital

Research output: Contribution to journalArticlepeer-review

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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.

Original languageEnglish
Article number1439
Number of pages24
JournalCancers
Volume18
Issue number9
DOIs
Publication statusPublished - 30 Apr 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • cell-free DNA
  • circulating tumor cells
  • liquid biopsy
  • mass spectrometry
  • minimal residual disease
  • multiple myeloma
  • mutation profiling
  • personalized medicine

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