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.
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.
Abstract:
Diagnostic and prognostic evaluation of chronic lymphocytic leukemia (CLL) involves blood cell counts, immunophenotyping, IgVH mutation status, and cytogenetic analyses. We generated B-cell associated gene-signatures (BAGS) based on six naturally occurring B-cell subsets within normal bone marrow. Our hypothesis is that by segregating CLL according to BAGS, we can identify subtypes with prognostic implications in support of pathogenetic value of BAGS. Microarray-based gene-expression samples from eight independent CLL cohorts (1,024 untreated patients) were BAGS-stratified into pre-BI, pre-BII, immature, naïve, memory, or plasma cell subtypes; the majority falling within the memory (24.5-45.8%) or naïve (14.5-32.3%) categories. For a subset of CLL patients (n = 296), time to treatment (TTT) was shorter amongst early differentiation subtypes (pre-BI/pre-BII/immature) compared to late subtypes (memory/plasma cell, HR: 0.53 [0.35-0.78]). Particularly, pre-BII subtype patients had the shortest TTT among all subtypes. Correlates derived for BAGS subtype and IgVH mutation (n = 405) revealed an elevated mutation frequency in late vs. early subtypes (71% vs. 45%, P < .001). Predictions for BAGS subtype resistance towards rituximab and cyclophosphamide varied for rituximab, whereas all subtypes were sensitive to cyclophosphamide. This study supports our hypothesis that BAGS-subtyping may be of tangible prognostic and pathogenetic value for CLL patients.
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