Subtype assignment of CLL based on B-cell subset associated gene signatures from normal bone marrow - A proof of

Caroline Holm Nørgaard1, Lasse Hjort Jakobsen1,2, Andrew J Gentles3

  • 1Department of Haematology, Aalborg University Hospital, Aalborg, Denmark.

Plos One
|March 8, 2018
PubMed

Insights

B-cell associated gene-signatures (BAGS) classify chronic lymphocytic leukemia (CLL) subtypes. Early differentiation subtypes show shorter time to treatment, indicating prognostic value for BAGS in CLL patient management.

Area of Science:

  • Hematology
  • Molecular Biology
  • Oncology

Background:

  • Chronic lymphocytic leukemia (CLL) diagnosis and prognosis rely on established markers.
  • B-cell associated gene-signatures (BAGS) represent normal B-cell subsets.
  • BAGS may offer novel prognostic and pathogenetic insights into CLL.

Purpose of the Study:

  • To investigate the prognostic and pathogenetic value of BAGS-based subtyping in CLL.
  • To stratify CLL patients into subtypes based on B-cell differentiation stages.
  • To correlate BAGS subtypes with clinical outcomes and genetic markers.

Main Methods:

  • Gene-expression profiling of 1,024 untreated CLL patients from eight cohorts.
  • BAGS stratification into pre-BI, pre-BII, immature, naïve, memory, and plasma cell subtypes.
  • Analysis of time to treatment (TTT), IgVH mutation status, and drug sensitivity.

Main Results:

  • CLL patients were predominantly classified into memory or naïve BAGS subtypes.
  • Early differentiation BAGS subtypes (pre-BI/pre-BII/immature) had significantly shorter TTT (HR: 0.53).
  • Late differentiation subtypes showed higher IgVH mutation frequency (71% vs. 45%) and variable drug responses.

Conclusions:

  • BAGS subtyping provides tangible prognostic value in CLL.
  • BAGS subtypes correlate with clinical course and IgVH mutation status.
  • BAGS classification may aid in understanding CLL pathogenesis and treatment response.

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