Panel-based RNA fusion sequencing improves diagnostics of pediatric acute myeloid leukemia

Leukemia. 2024 Mar;38(3):538-544. doi: 10.1038/s41375-023-02102-9. Epub 2023 Dec 12.

Abstract

New methods like panel-based RNA fusion sequencing (RNA-FS) promise improved diagnostics in various malignancies. We here analyzed the impact of RNA-FS on the initial diagnostics of 241 cases with pediatric acute myeloid leukemia (AML). We show that, compared to classical cytogenetics (CCG), RNA-FS reliably detected risk-relevant fusion genes in pediatric AML. In addition, RNA-FS strongly improved the detection of cryptic fusion genes like NUP98::NSD1, KMT2A::MLLT10 and CBFA2T3::GLIS2 and thereby resulted in an improved risk stratification in 25 patients (10.4%). Validation of additionally detected non-risk-relevant high confidence fusion calls identified PIM3::BRD1, C22orf34::BRD1, PSPC1::ZMYM2 and ARHGAP26::NR3C1 as common genetic variants and MYB::GATA1 as recurrent aberration, which we here describe in AML subtypes M0 and M7 for the first time. However, it failed to detect rare cytogenetically confirmed fusion events like MNX1::ETV6 and other chromosome 12p-abnormalities. As add-on benefit, the proportion of patients for whom measurable residual disease (MRD) monitoring became possible was increased by RNA-FS from 44.4 to 75.5% as the information on the fusion transcripts' sequence allowed the design of new MRD assays.

MeSH terms

  • Child
  • Gene Expression Profiling
  • Homeodomain Proteins / genetics
  • Humans
  • Leukemia, Myeloid, Acute* / diagnosis
  • Leukemia, Myeloid, Acute* / genetics
  • Leukemia, Myeloid, Acute* / pathology
  • Oncogene Proteins, Fusion / genetics
  • RNA
  • RNA-Binding Proteins / genetics
  • Transcription Factors / genetics

Substances

  • RNA
  • Oncogene Proteins, Fusion
  • PSPC1 protein, human
  • RNA-Binding Proteins
  • MNX1 protein, human
  • Transcription Factors
  • Homeodomain Proteins