AUTHORS
Lenka Hovorkova, PhD, Lucie Winkowska, PhD2, Barbora Dvorakova3, Eliska Potuckova4, Jan Stuchly5, Martina Vaskova, PhD6, Jan Stary, MD, PhD7, Gunnar Cario, MD8, Giovanni Cazzaniga, MD, PhD9, Katerina Machova, KM10, Jan Trka, MD, PhD11, Marketa Zaliova, MD, PhD12, Jan Zuna, MD, PhD13
AFFILIATIONS
1 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
2 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
3 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
4 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
5 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
6 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
7 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
8 Department of Pediatrics I, Pediatric Hematology and Oncology, ALL-BFM Study Group,University Medical Center Schleswig-Holstein, Kiel, Germany
9 School of Medicine and Surgery, University of Milano-Bicocca, Milam, Italy, Tettamanti Center, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy
10 Institute of Hematology and Blood Transfusion, Prague, Czech Republic, Institute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic
11 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
12 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
13 CLIP, Department of Paediatric Haematology and Oncology, Second Faculty of Medicine, Charles University, University Hospital Motol and Homolka, Prague, Czech Republic
ABSTRACT
Our previous studies demonstrated that BCR::ABL1-positive (BCR::ABL1+/Ph+) acute lymphoblastic leukaemia (ALL) comprises two distinct biological patterns - “Typical Ph+ ALL” and “CML-like” - differing in the association between the BCR::ABL1 fusion and the dominant ALL clone. This distinction was established by integrating quantitative monitoring of clonal IG/TR rearrangements (characterising the “fully leukaemic” clone) and BCR::ABL1 fusion. CML-like cases are characterised by discordant levels with BCR::ABL1 exceeding IG/TR, indicating that the fusion is present beyond the main ALL clone, resembling clonal haematopoiesis. Our findings were reflected in the International Consensus Classification (ICC) of leukaemias, where subtypes representing CML-like and Typical Ph+ ALL were re-named as BCR::ABL1+ leukaemias with “multilineage” and “lymphoid-only” involvement, respectively.
Recently, WTS (whole transcriptome sequencing)-based approaches identified separate clusters of BCR::ABL1+ ALL and some studies claimed that these represent the ICC-defined subtypes. However, whether the clusters indeed mirror the CML-like/Typical Ph+ ALL subtypes was never validated. To reveal the relationship between the original and the WTS-defined subtypes, we performed WTS in children with BCR::ABL1+ B-cell precursor ALL (n=78), chronic phase CML (CML-CP; n=12), and CML in lymphoid blast crisis (CML-LBC; n=3). In addition, we established a DNA-based single-cell approach for parallel detection of patient-specific BCR::ABL1 genomic fusions, clonal IG/TR rearrangements, and other clonal markers (IKZF1del, CDKN2Adel, PAX5del, etc.). This approach was applied to four cellular compartments (leukaemic blasts and non-leukaemic myeloid cells/B-cells/T-cells) from eight patients (1 CML-LBC, 3 Typical Ph+ ALL, 4 CML-like ALL) to resolve lineage involvement and clonal architecture.
Unsupervised UMAP analysis of WTS data separated CML-CP from BCR::ABL1+ ALL, and the ALL samples were distributed into two clusters, clearly corresponding to the claimed multilineage and lymphoid-only subtypes (as confirmed by the previously established multilineage/lymphoid WTS predictor). However, instead of CML-like being assigned to the multilineage cluster and Typical Ph+ ALL to the lymphoid cluster, the original subtypes were distributed across the two clusters independently. Strikingly, all CML-LBC were located in the lymphoid cluster. Moreover, analysis of eight paired diagnosis-relapse samples revealed that in two CML-like patients relapsing from distinct IG/TR clones while retaining the same BCR::ABL1 genomic fusion, diagnoses clustered within the lymphoid cluster, whereas relapses shifted to the multilineage cluster, further highlighting that the WTS-based clustering does not reflect the underlying origin of the BCR::ABL1+ ALL. Single-cell genomic analysis provided a biological explanation for these differences. CML-like cases showed an expected pattern, with a subset of BCR::ABL1+ cells outside the dominant ALL clone (i.e. in IG/TR-negative cells) carrying BCR::ABL1 as the only detectable leukaemia-associated marker, resembling clonal haematopoiesis. In contrast, in Typical Ph+ ALL, BCR::ABL1 was consistently detected only in the same cells as clonal IG/TR rearrangements. This remained true even in cases with partial myeloid features (CD13 and/or CD33 expression, or multilineage WTS classification), where BCR::ABL1+ cells can be found in myeloid (seemingly non-leukaemic) compartment, but in the case of Typical Ph+ ALL, the BCR::ABL1-positivity is always accompanied by clonal IG/TR rearrangement, thus demonstrating lineage plasticity of these fully leukaemic BCR::ABL1+ cells, rather than a clue to the fusion origin.
In conclusion, our findings demonstrate that the original CML-like vs. Typical Ph+ ALL assignment and the transcriptome-based classifications are complementary but not interchangeable, as they capture distinct biological dimensions of BCR::ABL1+ ALL. Integrating these approaches provides a more comprehensive view of disease evolution and lineage involvement in this high-risk leukaemia subtype. Importantly, to identify the clinically relevant CML-like subgroup, single-cell analysis and/or minimal residual disease monitoring of both BCR::ABL1 and IG/TR are still the only options.
Support: Czech Health Research Council NW25-03-00276, NW24-07-00264; co-funded by the EU and the State Budget of Czechia OP JAC, project SALVAGE, CZ.02.01.01/00/22_008/0004644.
DISCLOSURES
Jan Zuna, MD, PhD: No relevant conflicts of interest to declare.