Real-World Evidence on the Clinical Characteristics and Management of Patients with Chronic Lymphocytic Leukemia in Spain Using Natural Language Processing: The SRealCLL Study

Artificial intelligence; Chronic lymphocytic leukemia; Natural language processingInteligencia artificial; Leucemia linfocítica crónica; Procesamiento del lenguaje naturalIntel·ligència artificial; Leucèmia limfocítica crònica; Processament del llenguatge naturalThe SRealCLL study aimed to obtain real-world evidence on the clinical characteristics and treatment patterns of patients with chronic lymphocytic leukemia (CLL) using natural language processing (NLP). Electronic health records (EHRs) from seven Spanish hospitals (January 2016–December 2018) were analyzed using EHRead® technology, based on NLP and machine learning. A total of 534 CLL patients were assessed. No treatment was detected in 270 (50.6%) patients (watch-and-wait, W&W). First-line (1L) treatment was identified in 230 (43.1%) patients and relapsed/refractory (2L) treatment was identified in 58 (10.9%). The median age ranged from 71 to 75 years, with a uniform male predominance (54.8–63.8%). The main comorbidities included hypertension (W&W: 35.6%; 1L: 38.3%; 2L: 39.7%), diabetes mellitus (W&W: 24.4%; 1L: 24.3%; 2L: 31%), cardiac arrhythmia (W&W: 16.7%; 1L: 17.8%; 2L: 17.2%), heart failure (W&W 16.3%, 1L 17.4%, 2L 17.2%), and dyslipidemia (W&W: 13.7%; 1L: 18.7%; 2L: 19.0%). The most common antineoplastic treatment was ibrutinib in 1L (64.8%) and 2L (62.1%), followed by bendamustine + rituximab (12.6%), obinutuzumab + chlorambucil (5.2%), rituximab + chlorambucil (4.8%), and idelalisib + rituximab (3.9%) in 1L and venetoclax (15.5%), idelalisib + rituximab (6.9%), bendamustine + rituximab (3.5%), and venetoclax + rituximab (3.5%) in 2L. This study expands the information available on patients with CLL in Spain, describing the diversity in patient characteristics and therapeutic approaches in clinical practice.This study was founded by AstraZeneca Farmacéutica Spain, S.A

Co-culture of primary CLL cells with bone marrow mesenchymal cells, CD40 ligand and CpG ODN promotes proliferation of chemoresistant CLL cells phenotypically comparable to those proliferating in vivo

Chronic lymphocytic leukemia (CLL) cells residing in the bone marrow (BM) and in secondary lymphoid tissues receive survival and proliferative signals from the microenvironment, resulting in persistence of residual disease after treatment. In this study, we characterized primary CLL cells cultured with BM stromal cells, CD40 ligand and CpG ODN to partially mimic the microenvironment in the proliferative centers. This co-culture system induced proliferation and chemoresistance in primary CLL cells. Importantly, co-cultured primary CLL cells shared many phenotypical features with circulating proliferative CLL cells, such as upregulation of ZAP-70 and CD38 and higher CD49d and CD62L expression. This indicates aggressiveness and capability to interact with surrounding cells, respectively. In addition, levels of CXCR4 were decreased due to CXCR4 internalization after CXCL12 stimulation by BM stromal cells. We suggest that this co-culture system can be used to test drugs and their combinations that target the proliferative and drug resistant CLL cells

Best Treatment Option for Patients With Refractory Aggressive B-Cell Lymphoma in the CAR-T Cell Era: Real-World Evidence From GELTAMO/GETH Spanish Groups

CAR-T cell therapy; Real world evidence; B cell lymphomaTerapia con células CAR-T; Evidencia del mundo real; Linfoma de células BTeràpia amb cèl·lules CAR-T; Evidència del món real; Limfoma de cèl·lules BReal-world evidence comparing the efficacy of chimeric antigen receptor (CAR) T-cell therapy against that of the previous standard of care (SOC) for refractory large B-cell lymphoma (LBCL) is scarce. We retrospectively collected data from patients with LBCL according to SCHOLAR-1 criteria treated with commercial CAR T-cell therapy in Spain (204 patients included and 192 treated, 101 with axicabtagene ciloleucel [axi-cel], and 91 with tisagenlecleucel [tisa-cel]) and compared the results with a historical refractory population of patients (n = 81) obtained from the GELTAMO-IPI study. We observed superior efficacy for CAR-T therapy (for both axi-cel and tisa-cel) over pSOC, with longer progression-free survival (PFS) (median of 5.6 vs. 4–6 months, p ≤ 0.001) and overall survival (OS) (median of 15 vs. 8 months, p < 0.001), independently of other prognostic factors (HR: 0.59 (95% CI: 0.44–0.80); p < 0.001] for PFS, and 0.45 [(95% CI: 0.31–0.64)] for OS). Within the CAR-T cohort, axi-cel showed longer PFS (median of 7.3 versus 2.8 months, respectively, p = 0.027) and OS (58% versus 42% at 12 months, respectively, p = 0.048) than tisa-cel. These differences were maintained in the multivariable analysis. On the other hand, axi-cel was independently associated with a higher risk of severe cytokine release syndrome and neurotoxicity. Our results suggest that the efficacy of CAR-T cell therapy is superior to pSOC in the real-world setting. Furthermore, axi-cel could be superior in efficacy to tisa-cel, although more toxic, in this group of refractory patients according to SCHOLAR-1 criteria

From genetics to therapy: Unraveling the complexities of Richter transformation in chronic lymphocytic leukemia

Chronic lymphocytic leukemia; Clonal evolution; Richter's transformationLeucèmia limfocítica crònica; Evolució clonal; Transformació de RichterLeucemia linfocítica crónica; Evolución clonal; Transformación de RichterRichter transformation (RT) refers to the progression of chronic lymphocytic leukemia, the most prevalent leukemia among adults, into a highly aggressive lymphoproliferative disorder, primarily a diffuse large B-cell lymphoma. This is a severe complication that continues to be a therapeutic challenge and remains an unmet medical need. Over the last five years, significant advances have occurred in uncovering the biological processes leading to the RT, refining criteria for properly diagnose RT from other entities, and exploring new therapeutic options beyond the ineffective chemotherapy. This review summarizes current knowledge in RT, including recent advances in the understanding of the pathogenesis of RT, in the classification of RT, and in the development of novel therapeutic strategies for this grave complication.This work was supported in part by the Instituto de Salud Carlos III, Fondo de Investigaciones Sanitarias [PI17/00943, F.B, PI18/01392, P.A.], and Gilead Fellowships, United States [GLD18/00047, F.B.] and Fundació la Marató de TV3, Spain [201905-30-31 F.B]. F.N. acknowledges research support from the American Association for Cancer Research (2021 AACR-Amgen Fellowship in Clinical/Translational Cancer Research, 21-40-11-NADE), the European Hematology Association (EHA Junior Research Grant 2021, RG-202012-00245), the Lady Tata Memorial Trust, India (International Award for Research in Leukaemia 2021–2022, LADY_TATA_21_3223)

Inhibition of BCR signaling using the Syk inhibitor TAK-659 prevents stroma-mediated signaling in chronic lymphocytic leukemia cells

Altres ajuts: This work was cofinanced by the European Regional Development Fund (ERDF) and Asociación Española Contra el Cáncer (AECC, M.C). N.P. is a recipient of a PhD fellowship granted by Institut de Recerca Vall d'Hebron. C.C. is supported by a grant from Sociedad Española de Hematología y Hemoterapia (SEHH).Proliferation and survival of chronic lymphocytic leukemia (CLL) cells depend on microenvironmental signals coming from lymphoid organs. One of the key players involved in the crosstalk between CLL cells and the microenvironment is the B-cell receptor (BCR). Syk protein, a tyrosine kinase essential for BCR signaling, is therefore a rational candidate for targeted therapy in CLL. Against this background, we tested the efficacy of the highly specific Syk inhibitor TAK-659 in suppressing the favorable signaling derived from the microenvironment. To ex vivo mimic the microenvironment found in the proliferation centers, we co-cultured primary CLL cells with BM stromal cells (BMSC), CD40L and CpG ODN along with BCR stimulation. In this setting, TAK-659 inhibited the microenvironment-induced activation of Syk and downstream signaling molecules, without inhibiting the protein homologue ZAP-70 in T cells. Importantly, the pro-survival, proliferative, chemoresistant and activation effects promoted by the microenvironment were abrogated by TAK-659, which furthermore blocked CLL cell migration toward BMSC, CXCL12, and CXCL13. Combination of TAK-659 with other BCR inhibitors showed synergistic effect in inducing apoptosis, and the sequential addition of TAK-659 in ibrutinib-treated CLL cells induced significantly higher cytotoxicity. These findings provide a strong rationale for the clinical development of TAK-659 in CLL

Microenvironment regulates the expression of miR-21 and tumor suppressor genes PTEN, PIAS3 and PDCD4 through ZAP-70 in chronic lymphocytic leukemia

Chronic lymphocytic leukemia (CLL) cells are highly dependent on microenvironment, being the BCR pathway one key player in this crosstalk. Among proteins participating, ZAP-70 enhances response to microenvironmental stimuli. MicroRNA-21 (miR-21) is overexpressed in diverse neoplasias including CLL, where it has been associated to refractoriness to fludarabine and to shorter time to progression and survival. To further elucidate the role of ZAP-70 in the biology of CLL, we studied its involvement in miR-21 regulation. MiR-21 expression was higher in CLL cells with high ZAP-70. Ectopic expression of ZAP-70 induced transcription of miR-21 via MAPK and STAT3, which subsequently induced downregulation of tumor suppressors targeted by miR-21. The co-culture of primary CLL cells mimicking the microenvironment induced ZAP-70 and miR-21 expression, as well as downregulation of miR-21 targets. Interestingly, the increase in miR-21 after co-culture was significantly impaired by ibrutinib, indicating that the BCR signaling pathway is involved in its regulation. Finally, survival of CLL cells induced by the co-culture correlated with miR-21 upregulation. In conclusion, stimuli from the microenvironment regulate miR-21 and its targeted tumor suppressor genes via a signaling pathway involving ZAP-70, thus contributing to the cytoprotection offered by the microenvironment particularly observed in CLL cells expressing ZAP-70.This work was supported by research funding from the Instituto de Salud Carlos III, Fondo de Investigaciones Sanitarias (PI14/00055, F.B. and PI13/00279, M.C.), cofinanced by the European Regional Development Fund (ERDF) and Asociación Española Contra el Cáncer (AECC Barcelona, M.C. and P.A.). M.C. holds a contract from Ministerio de Economía y Competitividad (MINECO) (RYC-2012-12018). Authors thank the Cellex Foundation for providing research facilities and equipmen

A gene expression assay based on chronic lymphocytic leukemia activation in the microenvironment to predict progression

Several gene expression profiles with a strong correlation with patient outcome have been previously described in chronic lymphocytic leukemia (CLL), although their applicability in clinical practice as biomarkers has been particularly limited. Here we describe the training and validation of a gene expression signature for predicting early progression of 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 time to first treatment (TtFT) (HR: 2.83, 95%CI 2.17-3.68; p<0.001). The prognostic value of the CLL15 score (HR 1.71, [95%CI 1.15-2.52]; p=0.007) was further confirmed in an external independent validation cohort (n=112). Of note, the CLL15 score improved the prognostic capacity over the 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<0.001) and the IPS-E CLL (HR: 2.23, 95%CI 1.59-3.12; p<0.001) were independently associated with TtFT. The newly developed and validated CLL15 assay successfully translates previous gene signatures, such as the microenvironment signaling, into a new gene expression-based assay with prognostic implications in CLL

Repolarization of tumor infiltrating macrophages and increased survival in mouse primary CNS lymphomas after XPO1 and BTK inhibition

Altres ajuts: This work was supported by research funding from the Instituto de Salud Carlos III, Fondo de Investigaciones Sanitarias cofinanced by the European Regional Development Fund (ERDF); Fundación Asociación Española Contra el Cáncer (M.C. and P.A.) and Gilead Fellowships (GLD16/00144, GLD18/00047, F.B). M.C. holds a contract from Ministerio de Ciencia, Innovación y Universidades. S.B. is the recipient of a postdoctoral fellowship from Fundación Alfonso Martin Escudero.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. 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. 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. 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. The online version of this article (10.1007/s11060-020-03580-y) contains supplementary material, which is available to authorized users

A gene expression assay based on chronic lymphocytic leukemia activation in the microenvironment to predict progression

Gene expression; Chronic lymphocytic leukemiaExpresión génica; Leucemia linfocítica crónicaExpressió gènica; Leucèmia limfocítica crònicaSeveral 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.This work was supported by research funding from the Asociación Española Contra el Cáncer grant [5U01CA157581-05, ECRIN-M3 - A29370] and in part by the Instituto de Salud Carlos III, Fondo de Investigaciones Sanitarias [PI17/00950, M.C., PI17/00943, F.B, PI18/01392, P.A.], and the Spanish Ministry of Economy and Competitiveness [CIBERONC-CB16/12/00233], the Education Council or Health Council of the Junta de Castilla y León [GRS 2036/A/19], and Gilead Sciences [GLD15/00348]. This work was supported by research funding from the Asociación Española Contra el Cáncer grant [5U01CA157581-05, ECRIN-M3 - A29370] and in part by the Instituto de Salud Carlos III, Fondo de Investigaciones Sanitarias [PI17/00950, M.C., PI17/00943, F.B, PI18/01392, P.A.], and the Spanish Ministry of Economy and Competitiveness [CIBERONC-CB16/12/00233], the Education Council or Health Council of the Junta de Castilla y León [GRS 2036/A/19], Gilead Sciences [GLD15/00348] and Gilead Fellowships [GLD16/00144, GLD18/00047, F.B.], and Fundació la Marató de TV3 [201905-30-31 F.B]. All Spanish funding was cosponsored by the European Union FEDER program “Una manera de hacer Europa”. M.C. holds a contract from Ministerio de Ciencia, Innovación y Universidades [RYC-2012-2018]