Association between B-cell receptor responsiveness and disease progression in B-cell chronic lymphocytic leukemia: results from single cell network profiling studies
Alessandra Cesano,
Omar Perbellini,
Erik Evensen,
Charles C. Chu,
Federica Cioffi,
Jason Ptacek,
Rajendra N. Damle,
Roberto Chignola,
James Cordeiro,
Xiao-jie Yan,
Rachael E. Hawtin,
Ilaria Nichele,
Jodi R. Ware,
Chiara Cavallini,
Ornella Lovato,
Roberta Zanotti,
Kanti R. Rai,
Nicholas Chiorazzi,
Giovanni Pizzolo,
Maria T. Scupoli
Affiliations
Alessandra Cesano
Nodality Inc., South San Francisco, CA, USA
Omar Perbellini
Department of Medicine, Section of Hematology, University of Verona, Verona, Italy
Erik Evensen
Nodality Inc., South San Francisco, CA, USA
Charles C. Chu
Feinstein Institute for Medical Research, Long Island Jewish Health System, Manhasset, NY, USA
Federica Cioffi
Department of Medicine, Section of Hematology, University of Verona, Verona, Italy
Jason Ptacek
Nodality Inc., South San Francisco, CA, USA
Rajendra N. Damle
Feinstein Institute for Medical Research, Long Island Jewish Health System, Manhasset, NY, USA
Roberto Chignola
Department of Biotechnology, University of Verona, Verona, Italy
James Cordeiro
Nodality Inc., South San Francisco, CA, USA
Xiao-jie Yan
Feinstein Institute for Medical Research, Long Island Jewish Health System, Manhasset, NY, USA
Rachael E. Hawtin
Nodality Inc., South San Francisco, CA, USA
Ilaria Nichele
Department of Medicine, Section of Hematology, University of Verona, Verona, Italy
Jodi R. Ware
Nodality Inc., South San Francisco, CA, USA
Chiara Cavallini
Department of Medicine, Section of Hematology, University of Verona, Verona, Italy;Interdepartmental Laboratory for Medical Research (LURM), University of Verona, Verona, Italy
Ornella Lovato
Interdepartmental Laboratory for Medical Research (LURM), University of Verona, Verona, Italy
Roberta Zanotti
Department of Medicine, Section of Hematology, University of Verona, Verona, Italy
Kanti R. Rai
Feinstein Institute for Medical Research, Long Island Jewish Health System, Manhasset, NY, USA
Nicholas Chiorazzi
Feinstein Institute for Medical Research, Long Island Jewish Health System, Manhasset, NY, USA
Giovanni Pizzolo
Department of Medicine, Section of Hematology, University of Verona, Verona, Italy
Maria T. Scupoli
Department of Medicine, Section of Hematology, University of Verona, Verona, Italy;Interdepartmental Laboratory for Medical Research (LURM), University of Verona, Verona, Italy;Applied Research on Cancer–Network (ARC-NET), University of Verona, Verona, Italy
While many prognostic markers in B-cell chronic lymphocytic leukemia provide insight into the biology of the disease, few have been demonstrated to be useful in the daily management of patients. B-cell receptor signaling is a driving event in the progression of B-cell chronic lymphocytic leukemia and markers of B-cell receptor responsiveness have been shown to be of prognostic value. Single cell network profiling, a multiparametric flow cytometry-based assay, allows functional signaling analysis at the level of the single cell. B-cell receptor signaling proteins (i.e. p-SYK, p-NF-κB p65, p-ERK, p-p38, p-JNK) were functionally characterized by single cell network profiling in samples from patients with B-cell chronic lymphocytic leukemia in an exploratory study (n=27) after stimulation with anti-IgM. Significant associations of single cell network profiling data with clinical outcome (i.e. time to first treatment), as assessed by Cox regression models, were then confirmed in patients' samples in two other sequential independent studies, i.e. test study 1 (n=30), and test study 2 (n=37). In the exploratory study, higher responsiveness of the B-cell receptor signaling proteins to anti-IgM was associated with poor clinical outcomes. Patients' clustering based on signaling response was at least as powerful in discriminating different disease courses as traditional prognostic markers. In an unselected subgroup of patients with Binet stage A disease (n=21), increased anti-IgM-modulated p-ERK signaling was shown to be a significant, independent predictor of shorter time to first treatment. This result was independently confirmed in two test cohorts from distinct populations of patients. In conclusion, these findings support the utility of the single cell network profiling assay in elucidating signaling perturbations with the potential for the development of a clinically useful prognostic test in patients with early stage B-cell chronic lymphocytic leukemia. These data support the clinical relevance of B-cell receptor signaling in B-cell chronic lymphocytic leukemia, and suggest a key role of ERK activation in the physiopathology of this leukemia.