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1.
Blood Adv ; 6(21): 5763-5773, 2022 11 08.
Article in English | MEDLINE | ID: mdl-35973197

ABSTRACT

Several gene expression profiles with a strong correlation with patient outcomes have been previously described in chronic lymphocytic leukemia (CLL), although their applicability as biomarkers in clinical practice has been particularly limited. Here we describe the training and validation of a gene expression signature for predicting early progression in patients with CLL based on the analysis of 200 genes related to microenvironment signaling on the NanoString platform. In the training cohort (n = 154), the CLL15 assay containing a 15-gene signature was associated with the time to first treatment (TtFT) (hazard ratio [HR], 2.83; 95% CI, 2.17-3.68; P < .001). The prognostic value of the CLL15 score (HR, 1.71; 95% CI, 1.15-2.52; P = .007) was further confirmed in an external independent validation cohort (n = 112). Notably, the CLL15 score improved the prognostic capacity over IGHV mutational status and the International Prognostic Score for asymptomatic early-stage (IPS-E) CLL. In multivariate analysis, the CLL15 score (HR, 1.83; 95% CI, 1.32-2.56; P < .001) and the IPS-E CLL (HR, 2.23; 95% CI, 1.59-3.12; P < .001) were independently associated with TtFT. The newly developed and validated CLL15 assay successfully translated previous gene signatures such as the microenvironment signaling into a new gene expression-based assay with prognostic implications in CLL.


Subject(s)
Leukemia, Lymphocytic, Chronic, B-Cell , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/diagnosis , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Leukemia, Lymphocytic, Chronic, B-Cell/therapy , Prognosis , Mutation , Proportional Hazards Models , Transcriptome , Tumor Microenvironment/genetics
2.
J Neurooncol ; 149(1): 13-25, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32691208

ABSTRACT

BACKGROUND: Patients diagnosed with primary central nervous system lymphoma (PCNSL) often face dismal outcomes due to the limited availability of therapeutic options. PCNSL cells frequently have deregulated B-cell receptor (BCR) signaling, but clinical responses to its inhibition using ibrutinib have been brief. In this regard, blocking nuclear export by using selinexor, which covalently binds to XPO1, can also inhibit BCR signaling. Selinexor crosses the blood-brain barrier and was recently shown to have clinical activity in a patient with refractory diffuse large B-cell lymphoma in the CNS. We studied selinexor alone or in combination with ibrutinib in pre-clinical mouse models of PCNSL. METHODS: Orthotopic xenograft models were established by injecting lymphoma cells into the brain parenchyma of athymic mice. Tumor growth was monitored by bioluminescence. Malignant cells and macrophages were studied by immunohistochemistry and flow cytometry. RESULTS: Selinexor blocked tumor growth and prolonged survival in a bioluminescent mouse model, while its combination with ibrutinib further increased survival. CNS lymphoma in mice was infiltrated by tumor-promoting M2-like macrophages expressing PD-1 and SIRPα. Interestingly, treatment with selinexor and ibrutinib favored an anti-tumoral immune response by shifting polarization toward inflammatory M1-like and diminishing PD-1 and SIRPα expression in the remaining tumor-promoting M2-like macrophages. CONCLUSIONS: These data highlight the pathogenic role of the innate immune microenvironment in PCNSL and provide pre-clinical evidence for the development of selinexor and ibrutinib as a new promising therapeutic option with cytotoxic and immunomodulatory potential.


Subject(s)
Agammaglobulinaemia Tyrosine Kinase/antagonists & inhibitors , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Central Nervous System Neoplasms/mortality , Karyopherins/antagonists & inhibitors , Lymphoma, Non-Hodgkin/mortality , Macrophages/immunology , Receptors, Cytoplasmic and Nuclear/antagonists & inhibitors , Tumor Microenvironment/immunology , Adenine/administration & dosage , Adenine/analogs & derivatives , Animals , Apoptosis , Cell Proliferation , Central Nervous System Neoplasms/drug therapy , Central Nervous System Neoplasms/immunology , Central Nervous System Neoplasms/pathology , Drug Resistance, Neoplasm , Drug Synergism , Female , Humans , Hydrazines/administration & dosage , Lymphoma, Non-Hodgkin/drug therapy , Lymphoma, Non-Hodgkin/immunology , Lymphoma, Non-Hodgkin/pathology , Mice , Mice, Nude , Piperidines/administration & dosage , Survival Rate , Triazoles/administration & dosage , Tumor Cells, Cultured , Xenograft Model Antitumor Assays , Exportin 1 Protein
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