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1.
Blood ; 143(5): 422-428, 2024 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-37801707

RESUMEN

ABSTRACT: Extranodal marginal zone lymphoma (EMZL) has a very indolent course, and the validation of surrogate markers could accelerate novel therapies. Although prognostic markers do exist, no surrogate markers have been validated in EMZL. We hypothesized that time to complete response within 24 months (TTCR24) and complete response (CR) at 24 months (CR24) could be valid surrogate markers of progression-free survival (PFS). The International Extranodal Lymphoma Study Group 19 phase 3 trial showed the advantage of double therapy (rituximab + chlorambucil) over single therapy (rituximab or chlorambucil) on PFS. We used 2 recently published single-trial approaches to assess whether TTCR24 and CR24 were good surrogate markers of 8-year PFS (8y-PFS). Among the 401 patients, 264 (66%) reached a CR in the first 24 months, of which 222 (84%) remained in CR at month 24. The cumulative incidence of CR over time was significantly higher in patients under double therapy (hazard ratio, 1.75; P < .001). The double therapy arm was associated with a higher CR24 rate, a shorter TTCR24, and a longer 8y-PFS. The estimated proportion of treatment effect on 8y-PFS explained by TTCR24 was 95% (95% confidence interval [CI], 0.27-1.87). CR24 was also a strong surrogate marker because it mediated 90% (95% CI, 0.51-2.22) of the treatment effect on PFS and its natural indirect effect was significant throughout the follow-up. We found that TTCR24 predicted 95% and that CR24 mediated 90% of the treatment effect on long-term PFS. Therefore, TTCR24 and CR24 could be used in clinical trials as informative and valid early indicators of treatment effect on PFS. This trial was registered at www.clinicaltrials.gov as #NCT00210353.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica , Linfoma de Células B de la Zona Marginal , Humanos , Rituximab/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Clorambucilo/uso terapéutico , Linfoma de Células B de la Zona Marginal/patología , Biomarcadores , Respuesta Patológica Completa , Resultado del Tratamiento
2.
Blood ; 143(3): 258-271, 2024 Jan 18.
Artículo en Inglés | MEDLINE | ID: mdl-37879074

RESUMEN

ABSTRACT: In the development of various strategies of anti-CD19 immunotherapy for the treatment of B-cell malignancies, it remains unclear whether CD19 monoclonal antibody therapy impairs subsequent CD19-targeted chimeric antigen receptor T-cell (CART19) therapy. We evaluated the potential interference between the CD19-targeting monoclonal antibody tafasitamab and CART19 treatment in preclinical models. Concomitant treatment with tafasitamab and CART19 showed major CD19 binding competition, which led to CART19 functional impairment. However, when CD19+ cell lines were pretreated with tafasitamab overnight and the unbound antibody was subsequently removed from the culture, CART19 function was not affected. In preclinical in vivo models, tafasitamab pretreatment demonstrated reduced incidence and severity of cytokine release syndrome and exhibited superior antitumor effects and overall survival compared with CART19 alone. This was associated with transient CD19 occupancy with tafasitamab, which in turn resulted in the inhibition of CART19 overactivation, leading to diminished CAR T apoptosis and pyroptosis of tumor cells.


Asunto(s)
Anticuerpos Monoclonales Humanizados , Inmunoterapia , Índice Terapéutico , Antígenos CD19 , Inmunoterapia Adoptiva/métodos
3.
Blood ; 2023 Nov 03.
Artículo en Inglés | MEDLINE | ID: mdl-37922443

RESUMEN

Diffuse large B-cell lymphoma (DLBCL) not otherwise specified is the most common subtype of large B-cell lymphoma group, with differences in prognosis, reflecting heterogeneity in pathological, molecular, and clinical features. Current treatment standard is based on multiagent chemotherapy including anthracycline and monoclonal antiCD20 antibody, which leads to cure of 60% patients. Recent years have brought new insights to the lymphoma biology and helped to refine risk groups. Results of these studies inspired design of new clinical trials with targeted therapies and response-adapted strategies and allowed to identify groups of patients potentially benefiting from new agents. This review will summarize recent progress in identifying high-risk DLBCL patients with employment of clinical and biological prognostic factors assessed at diagnosis and during treatment in the front line setting It will also discuss new treatment strategies with the application of targeted agents and immunotherapy, including response-adapted strategies.

4.
Blood ; 142(16): 1348-1358, 2023 10 19.
Artículo en Inglés | MEDLINE | ID: mdl-37369099

RESUMEN

Anti-CD19 immunotherapy tafasitamab is used in combination with lenalidomide in patients with relapsed/refractory diffuse large B-cell lymphoma (DLBCL) who are ineligible for autologous stem cell transplant. Open-label, phase 1b, First-MIND study assessed safety and preliminary efficacy of tafasitamab + R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone) ± lenalidomide as first-line therapy in patients with DLBCL. From December 2019 to August 2020, 83 adults with untreated DLBCL (International Prognostic Index 2-5) were screened and 66 were randomly assigned (33 per arm) to R-CHOP-tafasitamab (arm T) or R-CHOP-tafasitamab-lenalidomide (arm T/L) for 6 cycles. Primary end point was safety; secondary end points included end-of-treatment (EoT) overall response rate (ORR) and complete response (CR) rate. All patients had ≥1 treatment-emergent adverse event, mostly grade 1 or 2. Grade ≥3 neutropenia and thrombocytopenia occurred, respectively, in 57.6% and 12.1% (arm T) and 84.8% and 36.4% (arm T/L) of patients. Nonhematologic toxicities occurred at similar rates among arms. R-CHOP mean relative dose intensity was ≥89% in both arms. EoT ORR was 75.8% (CR 72.7%) in arm T and 81.8% (CR 66.7%) in arm T/L; best ORR across visits was 90.0% and 93.9%. Eighteen-month duration of response and of CR rates were 72.7% and 74.5% (arm T) and 78.7% and 86.5% (arm T/L); 24-month progression-free and overall survival rates were 72.7% and 90.3% (arm T) and 76.8% and 93.8% (arm T/L). Manageable safety and promising signals of efficacy were observed in both arms. Potential benefit of adding tafasitamab + lenalidomide to R-CHOP is being investigated in phase 3 frontMIND (NCT04824092). This study is registered at www.clinicaltrials.gov as #NCT04134936.


Asunto(s)
Linfoma de Células B Grandes Difuso , Adulto , Humanos , Lenalidomida/uso terapéutico , Anticuerpos Monoclonales de Origen Murino/efectos adversos , Rituximab/efectos adversos , Linfoma de Células B Grandes Difuso/patología , Vincristina/efectos adversos , Ciclofosfamida/efectos adversos , Prednisona/efectos adversos , Doxorrubicina/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos
6.
Haematologica ; 109(7): 2186-2195, 2024 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-38235513

RESUMEN

Chimeric antigen receptor T-cell therapy is the new standard of care in fit patients with refractory or early relapsed diffuse large B-cell lymphoma (DLBCL). However, there may still be a role for salvage chemotherapy (ST) and autologous stem cell transplant (ASCT) in certain circumstances (e.g., lack of resources for chimeric antigen receptor T-cell therapy, chemosensitive relapses). We retrospectively studied 230 patients with refractory or early relapsed DLBCL who underwent ST and ASCT. The median line of ST was one (range, 1-3). Best response before ASCT was complete response in 106 (46%) and partial response in 124 (54%) patients. The median follow-up after ASCT was 89.4 months. The median progression-free (PFS) and overall survival (OS) were 16.1 and 43.3 months, respectively. Patients relapsing between 6 to 12 months after frontline therapy had a numerically better median PFS (29.6 months) and OS (88.5 months). Patients who required one line of ST, compared to those requiring more than one line, had a better median PFS (37.9 vs. 3.9 months; P=0.0005) and OS (68.3 vs. 12.0 months; P=0.0005). Patients who achieved complete response had a better median PFS (71.1 vs. 6.3 months; P<0.0001) and OS (110.3 vs. 18.9 months; P<0.0001) than those in partial response. Patients who achieved complete response after one line of ST had the most favorable median PFS (88.5 months) and OS (117.2 months). Post-ASCT survival outcomes of patients with refractory or early relapsed DLBCL appeared reasonable and were particularly favorable in those who required only one line of ST to achieve complete response before ASCT, highlighting the role of this procedure in select patients with chemosensitive disease.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica , Trasplante de Células Madre Hematopoyéticas , Linfoma de Células B Grandes Difuso , Terapia Recuperativa , Trasplante Autólogo , Humanos , Linfoma de Células B Grandes Difuso/terapia , Linfoma de Células B Grandes Difuso/mortalidad , Terapia Recuperativa/métodos , Masculino , Femenino , Persona de Mediana Edad , Adulto , Anciano , Trasplante de Células Madre Hematopoyéticas/métodos , Estudios Retrospectivos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Resultado del Tratamiento , Resistencia a Antineoplásicos , Recurrencia , Adulto Joven , Terapia Combinada
7.
Am J Hematol ; 99(3): 408-421, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38217361

RESUMEN

To address the current and long-term unmet health needs of the growing population of non-Hodgkin lymphoma (NHL) patients, we established the Lymphoma Epidemiology of Outcomes (LEO) cohort study (NCT02736357; https://leocohort.org/). A total of 7735 newly diagnosed patients aged 18 years and older with NHL were prospectively enrolled from 7/1/2015 to 5/31/2020 at 8 academic centers in the United States. The median age at diagnosis was 62 years (range, 18-99). Participants came from 49 US states and included 538 Black/African-Americans (AA), 822 Hispanics (regardless of race), 3386 women, 716 age <40 years, and 1513 rural residents. At study baseline, we abstracted clinical, pathology, and treatment data; banked serum/plasma (N = 5883, 76.0%) and germline DNA (N = 5465, 70.7%); constructed tissue microarrays for four major NHL subtypes (N = 1189); and collected quality of life (N = 5281, 68.3%) and epidemiologic risk factor (N = 4489, 58.0%) data. Through August 2022, there were 1492 deaths. Compared to population-based SEER data (2015-2019), LEO participants had a similar distribution of gender, AA race, Hispanic ethnicity, and NHL subtype, while LEO was underrepresented for patients who were Asian and aged 80 years and above. Observed overall survival rates for LEO at 1 and 2 years were similar to population-based SEER rates for indolent B-cell (follicular and marginal zone) and T-cell lymphomas, but were 10%-15% higher than SEER rates for aggressive B-cell subtypes (diffuse large B-cell and mantle cell). The LEO cohort is a robust and comprehensive national resource to address the role of clinical, tumor, host genetic, epidemiologic, and other biologic factors in NHL prognosis and survivorship.


Asunto(s)
Linfoma no Hodgkin , Calidad de Vida , Humanos , Femenino , Estados Unidos/epidemiología , Adolescente , Adulto Joven , Adulto , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Linfoma no Hodgkin/diagnóstico , Linfocitos B/patología , Pronóstico
8.
Oncologist ; 28(3): 199-207, 2023 03 17.
Artículo en Inglés | MEDLINE | ID: mdl-36648324

RESUMEN

Diffuse large B-cell lymphoma (DLBCL) accounts for approximately 24% of new cases of B-cell non-Hodgkin lymphoma in the US each year. Up to 50% of patients relapse or are refractory (R/R) to the standard first-line treatment option, R-CHOP. The anti-CD19 monoclonal antibody tafasitamab, in combination with lenalidomide (LEN), is an NCCN preferred regimen for transplant-ineligible patients with R/R DLBCL and received accelerated approval in the US (July 2020) and conditional marketing authorization in Europe (August 2021) and other countries, based on data from the L-MIND study. The recommended dose of tafasitamab is 12 mg/kg by intravenous infusion, administered in combination with LEN 25 mg for 12 cycles, followed by tafasitamab monotherapy until disease progression or unacceptable toxicity. Tafasitamab + LEN is associated with durable responses in patients with R/R DLBCL. The majority of clinically significant treatment-associated adverse events are attributable to LEN and can be managed with dose modification and supportive therapy. We provide guidelines for the management of patients with R/R DLBCL treated with tafasitamab and LEN in routine clinical practice, including elderly patients and those with renal and hepatic impairment, and advice regarding patient education as part of a comprehensive patient engagement plan. Our recommendations include LEN administration at a reduced dose if required in patients unable to tolerate the recommended dose. No dose modification is required for tafasitamab in special patient populations.


Asunto(s)
Linfoma de Células B Grandes Difuso , Linfoma no Hodgkin , Humanos , Anciano , Lenalidomida/uso terapéutico , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/patología , Linfoma no Hodgkin/tratamiento farmacológico , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Linfoma de Células B Grandes Difuso/patología , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos
9.
Hematol Oncol ; 41(1): 39-49, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36305717

RESUMEN

Activated B cell (ABC) type diffuse large B cell lymphoma (DLBCL), double hit lymphoma (DHL) and double expressor lymphoma (DEL) have poor outcomes to frontline R-CHOP but impact of these molecular features on outcomes of relapsed/refractory (R/R) disease is not well-characterized. We evaluated the association of diagnostic cell of origin (COO), double hit and double expressor status with overall survival after first relapse in DLBCL patients who were enrolled into the Molecular Epidemiology Resource (MER) cohort. COO was available from immunohistochemistry (IHC) using Hans criteria or gene expression profiling (GEP) (Nanostring) on the diagnostic FFPE biopsy. Of 373 pts with R/R DLBCL, 278 had COO by IHC: 152 were GCB, 107 were non-GCB. One hundred and fourty had COO by GEP: 44 were ABC, 65 were GCB and 13 were unclassifiable. Nineteen out of 163 (12%) were DHL; 30 out of 135 (22%) had DEL. COO, either by IHC (2 years OS GCB: 45% [CI95 : 38-54] vs. non-GCB: 44% [CI95 :36-55], p > 0.05) or GEP (2 years OS ABC: 42% [CI95 : 29-59] vs. GCB: 40% [CI95 : 30-54], p > 0.05), was not associated with difference in OS. DHL (2 years OS 16 [CI95 :6-45] vs. 45% [CI95 : 34-59], p < 0.01) and DEL (2 years OS 33% [CI95 : 20-56], vs. 50% [CI95 : 41-60], p < 0.05) had lower OS than non-DHL and non-DEL/non-DHL counterparts, respectively. COO by IHC or GEP was not associated with OS in R/R DLBCL while DHL and DEL were adverse prognostic markers in DLBCL at first relapse.


Asunto(s)
Linfoma de Células B Grandes Difuso , Recurrencia Local de Neoplasia , Humanos , Estudios Retrospectivos , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Perfilación de la Expresión Génica , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Pronóstico
10.
Ann Hematol ; 102(7): 1773-1787, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37171597

RESUMEN

RE-MIND2 (NCT04697160) compared patient outcomes from the L-MIND (NCT02399085) trial of tafasitamab+lenalidomide with those of patients treated with other therapies for relapsed/refractory (R/R) diffuse large B-cell lymphoma (DLBCL) who are autologous stem cell transplant ineligible. We present outcomes data for three pre-specified treatments not assessed in the primary analysis. Data were retrospectively collected from sites in North America, Europe, and the Asia Pacific region. Patients were aged ≥18 years with histologically confirmed DLBCL and received ≥2 systemic therapies for DLBCL (including ≥1 anti-CD20 therapy). Patients enrolled in the observational and L-MIND cohorts were matched using propensity score-based 1:1 nearest-neighbor matching, balanced for six covariates. Tafasitamab+lenalidomide was compared with polatuzumab vedotin+bendamustine+rituximab (pola-BR), rituximab+lenalidomide (R2), and CD19-chimeric antigen receptor T-cell (CAR-T) therapies. The primary endpoint was overall survival (OS). Secondary endpoints included treatment response and progression-free survival. From 200 sites, 3,454 patients were enrolled in the observational cohort. Strictly matched patient pairs consisted of tafasitamab+lenalidomide versus pola-BR (n = 24 pairs), versus R2 (n = 33 pairs), and versus CAR-T therapies (n = 37 pairs). A significant OS benefit was observed with tafasitamab+lenalidomide versus pola-BR (HR: 0.441; p = 0.034) and R2 (HR: 0.435; p = 0.012). Comparable OS was observed in tafasitamab+lenalidomide and CAR-T cohorts (HR: 0.953, p = 0.892). Tafasitamab+lenalidomide appeared to improve survival outcomes versus pola-BR and R2, and comparable outcomes were observed versus CAR-T. Although based on limited patient numbers, these data may help to contextualize emerging therapies for R/R DLBCL. CLINICAL TRIAL REGISTRATION: NCT04697160 (January 6, 2021).


Asunto(s)
Linfoma de Células B Grandes Difuso , Linfoma no Hodgkin , Receptores Quiméricos de Antígenos , Humanos , Adolescente , Adulto , Rituximab , Lenalidomida , Clorhidrato de Bendamustina/uso terapéutico , Estudios Retrospectivos , Linfoma no Hodgkin/tratamiento farmacológico , Linfoma de Células B Grandes Difuso/tratamiento farmacológico
11.
Am J Hematol ; 98(1): 180-192, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36251361

RESUMEN

Direct comparisons of the effectiveness of the numerous novel therapies in the diffuse large B-cell lymphoma (DLBCL) treatment landscape in a range of head-to-head randomized phase 3 trials would be time-consuming and costly. Comparative effectiveness studies using real-world data (RWD) represent a complementary approach. Recently, several studies of relapsed/refractory (R/R) DLBCL have used RWD to create observational cohorts to compare patient outcomes with cohorts derived from single-arm phase 2 trials. Using propensity score methods to balance clinically and prognostically relevant baseline covariates, closely matched patient-level cohorts can be generated. By incorporating appropriate measures to assess covariate balance and address potential bias in comparative effectiveness study designs, robust comparative analyses can be performed. Results from such studies have been used to supplement regulatory approval of therapies assessed in single-arm trials. While RWD studies have a greater susceptibility to bias compared to randomized controlled trials, well-designed and appropriately analyzed studies can provide complementary real-world evidence on treatment effectiveness.


Asunto(s)
Linfoma de Células B Grandes Difuso , Linfoma no Hodgkin , Humanos , Resultado del Tratamiento , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Linfoma de Células B Grandes Difuso/patología
12.
Am J Hematol ; 98(3): 464-471, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36629030

RESUMEN

Clinical trials of novel salvage therapies have encouraging outcomes for relapsed/refractory transplant-eligible classic Hodgkin lymphoma (R/R cHL) but comparison with conventional chemotherapy is lacking. Herein, we report the final analysis of a multicenter retrospective cohort of R/R cHL assessing outcomes by type of salvage therapy before autologous stem cell transplant (ASCT). R/R cHL patients who underwent ASCT at 14 institutions across the United States were included. Outcomes were compared among patients receiving conventional chemotherapy, brentuximab vedotin (BV) + chemotherapy, BV alone, and a checkpoint inhibitor (CPI)-based regimens before ASCT. Study endpoints included event-free survival (EFS), progression-free survival (PFS), and overall survival (OS). All endpoints are defined from relapse. Of 936 patients, 728 received conventional chemotherapy, 73 received BV + chemotherapy, 70 received BV alone, and 65 received CPI-based regimens prior to ASCT. When adjusted for time to relapse, pre-ASCT response and use of BV maintenance, patients receiving CPI-based regimens had superior 2-year EFS compared to conventional chemotherapy, BV + chemotherapy, and BV alone (79.7, 49.6, 62.3, and 36.9%, respectively, p < .0001). Among 649 patients transplanted after 1 line of salvage therapy, CPI-based regimens were associated with superior 2-year PFS compared to conventional chemotherapy (98% vs. 68.8%, hazard ratio: 0.1, 95% confidence interval: 0.03-0.5, p < .0001). OS did not differ by pre-ASCT salvage regimen. In this large multicenter retrospective study, CPI-based regimens improved EFS and PFS compared to other salvage regimens independent of pre-ASCT response. These data support earlier sequencing of CPI-based regimens in R/R cHL in the pre-ASCT setting.


Asunto(s)
Trasplante de Células Madre Hematopoyéticas , Enfermedad de Hodgkin , Humanos , Enfermedad de Hodgkin/tratamiento farmacológico , Enfermedad de Hodgkin/patología , Supervivencia sin Progresión , Estudios Retrospectivos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Recurrencia Local de Neoplasia/tratamiento farmacológico , Brentuximab Vedotina/uso terapéutico , Trasplante de Células Madre , Trasplante Autólogo , Terapia Recuperativa
13.
Am J Hematol ; 98(2): 300-308, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36588409

RESUMEN

Plasmablastic lymphoma (PBL) is a rare entity, commonly associated with immunosuppressed states such as human immunodeficiency virus (HIV) infection or solid organ transplant. The clinical course is characterized by high relapse rates and a poor prognosis, leading some clinicians to recommend aggressive frontline therapy. However, a specific review of limited stage (LS) PBL patients is not available to evaluate outcomes and justify treatment recommendations. We performed a retrospective review of LS PBL cases to provide insight into this rare disease. Our cohort consisted of 80 stage I or II PBL patients from 13 US academic centers. With a median follow up of 34 months (1-196), the 3-year progression-free survival (PFS) and overall survival (OS) of the entire cohort were 72% (95% CI 62, 83) and 79% (95% CI 70, 89), respectively. The 3-year PFS and OS of patients treated with frontline chemotherapy alone was 65% (95% CI 50, 84) and 71% (95% CI 56, 89), respectively, compared to 85% (95% CI 72, 100) and 96% (95% CI 89, 100), respectively, in patients treated with combined frontline chemotherapy with radiation consolidation. Our data demonstrate favorable outcomes in LS PBL with no improvements in outcome from aggressive frontline treatment including Hyper-CVAD or auto-SCT consolidation. Multivariate regression analysis (MRA) demonstrated improved PFS for patients receiving EPOCH based frontline therapy versus CHOP (HR: 0.23; p = 0.029). Frontline chemotherapy followed by radiation consolidation versus chemotherapy alone appeared to be associated with improved relapse and survival outcomes but did not show statistical significance in MRA.


Asunto(s)
Infecciones por VIH , Linfoma Plasmablástico , Humanos , Linfoma Plasmablástico/terapia , Linfoma Plasmablástico/patología , Estudios Retrospectivos , Recurrencia Local de Neoplasia/etiología , Protocolos de Quimioterapia Combinada Antineoplásica , Supervivencia sin Progresión , Infecciones por VIH/tratamiento farmacológico , Pronóstico
14.
Sensors (Basel) ; 23(17)2023 Aug 31.
Artículo en Inglés | MEDLINE | ID: mdl-37688012

RESUMEN

Target detection in high-contrast, multi-object images and movies is challenging. This difficulty results from different areas and objects/people having varying pixel distributions, contrast, and intensity properties. This work introduces a new region-focused feature detection (RFD) method to tackle this problem and improve target detection accuracy. The RFD method divides the input image into several smaller ones so that as much of the image as possible is processed. Each of these zones has its own contrast and intensity attributes computed. Deep recurrent learning is then used to iteratively extract these features using a similarity measure from training inputs corresponding to various regions. The target can be located by combining features from many locations that overlap. The recognized target is compared to the inputs used during training, with the help of contrast and intensity attributes, to increase accuracy. The feature distribution across regions is also used for repeated training of the learning paradigm. This method efficiently lowers false rates during region selection and pattern matching with numerous extraction instances. Therefore, the suggested method provides greater accuracy by singling out distinct regions and filtering out misleading rate-generating features. The accuracy, similarity index, false rate, extraction ratio, processing time, and others are used to assess the effectiveness of the proposed approach. The proposed RFD improves the similarity index by 10.69%, extraction ratio by 9.04%, and precision by 13.27%. The false rate and processing time are reduced by 7.78% and 9.19%, respectively.

15.
Blood ; 135(13): 1008-1018, 2020 03 26.
Artículo en Inglés | MEDLINE | ID: mdl-31977005

RESUMEN

Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous disease, commonly described by cell-of-origin (COO) molecular subtypes. We sought to identify novel patient subgroups through an unsupervised analysis of a large public dataset of gene expression profiles from newly diagnosed de novo DLBCL patients, yielding 2 biologically distinct subgroups characterized by differences in the tumor microenvironment. Pathway analysis and immune deconvolution algorithms identified higher B-cell content and a strong proliferative signal in subgroup A and enriched T-cell, macrophage, and immune/inflammatory signals in subgroup B, reflecting similar biology to published DLBCL stratification research. A gene expression classifier, featuring 26 gene expression scores, was derived from the public dataset to discriminate subgroup A (classifier-negative, immune-low) and subgroup B (classifier-positive, immune-high) patients. Subsequent application to an independent series of diagnostic biopsies replicated the subgroups, with immune cell composition confirmed via immunohistochemistry. Avadomide, a CRL4CRBN E3 ubiquitin ligase modulator, demonstrated clinical activity in relapsed/refractory DLBCL patients, independent of COO subtypes. Given the immunomodulatory activity of avadomide and the need for a patient-selection strategy, we applied the gene expression classifier to pretreatment biopsies from relapsed/refractory DLBCL patients receiving avadomide (NCT01421524). Classifier-positive patients exhibited an enrichment in response rate and progression-free survival of 44% and 6.2 months vs 19% and 1.6 months for classifier-negative patients (hazard ratio, 0.49; 95% confidence interval, 0.280-0.86; P = .0096). The classifier was not prognostic for rituximab, cyclophosphamide, doxorubicin, vincristine, prednisone or salvage immunochemotherapy. The classifier described here discriminates DLBCL tumors based on tumor and nontumor composition and has potential utility to enrich for clinical response to immunomodulatory agents, including avadomide.


Asunto(s)
Regulación Neoplásica de la Expresión Génica , Linfoma de Células B Grandes Difuso/genética , Adulto , Anciano , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Biopsia , Biología Computacional/métodos , Femenino , Técnica del Anticuerpo Fluorescente , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Redes Reguladoras de Genes , Humanos , Linfoma de Células B Grandes Difuso/diagnóstico , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Transcriptoma
16.
Hematol Oncol ; 40(5): 1086-1089, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35299287

RESUMEN

A recent systematic review reported that trials involving patients with marginal zone lymphoma (MZL) show marked heterogeneity both in the choice and definitions of primary and secondary endpoints, thus hampering comparability between trials. The main objective of this study was to reach consensus, through a Delphi process, on the definitions of four time-to-event endpoints in MZL trials, by surveying clinicians and methodologists involved in the conduct of clinical trials including patients with MZL. We polled a panel of leading international experts involved in MZL trials by means of self-administered sequential questionnaires in 2021. Of these 105 experts, 62 responded to the Round 1 questionnaire regarding the definitions of progression-free survival (PFS), event-free survival (EFS), time-to-failure (TTF), and time-to-next-treatment (TTNT). Afterward, we therefore focused the Round 2 and 3 questionnaires among principal investigators, coinvestigators, and trial methodologists. Consensus was reached when there was a >80% agreement on all potential events (11 choices) of each endpoint. Participants in our survey reached consensus on three of the four time-to-event endpoints definitions. Consensus was reached on the definitions of PFS and TTNT after Round 1, of TTF after Round 2, and was not reached for EFS after Round 3. The disagreement concerned the event "treatment discontinuation" in EFS definition. The main interest of our study was to elicit investigator's interest in the importance of consistently defining endpoints in MZL trials and to highlight that composite endpoints should not be encouraged. Fifteen years after the last consensus statement on time-to-event endpoints definitions issued in Lugano (2007), both the review of literature and survey of international investigators agree on the inconsistency of endpoints definitions used within the MZL community. Hopefully, revised standardized definitions of endpoints shall be provided at the upcoming International Conference on Malignant Lymphoma in 2023.


Asunto(s)
Linfoma , Humanos , Técnica Delphi
17.
Am J Hematol ; 97(9): 1150-1158, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-35713565

RESUMEN

Intravascular lymphoma (IVL) is a rare extranodal non-Hodgkin lymphoma. We performed a retrospective analysis of 55 IVL patients who were treated at our institution 2003-2018. Median age at diagnosis was 68 years, and 64% were males. The most frequent presenting symptoms were skin rash 43% and weight loss 30%. MRI brain on IVL patients with CNS involvement (CNS-IVL) showed multifocal involvement in 76% (13/17). 89% (17/19) of non-CNS-IVL patients with abnormal FDG-PET had biopsy of an avid lesion resulting in definitive diagnosis. The top diagnostic biopsy site was the bone marrow (45%). 56% had multiorgan involvement. Based on CNS involvement, 36.5% (20/55) had CNS-IVL and 63.5% (35/55) had non-CNS-IVL. CNS-IVL group consists of clinically isolated CNS involvement (CNS-only IVL) (22%;12/55) and mixed clinical CNS and peripheral site involvement (M-IVL) (14.5%; 8/55). Non-CNS-IVL group consists of clinically isolated skin involvement (skin-only IVL) (9%; 5/55) and peripheral IVL with or without skin involvement (P-IVL); (54.5%; 30/55). Skin involvement was predominantly in the lower extremities. Pathologically, 89% (48/54) were B-cell IVL. Rituximab + high-dose methotrexate-based regimen were used in 75% (12/16) of CNS-IVL patients and RCHOP in 60% (17/28) of non-CNS-IVL patients. Estimated 5-year progression free survival (PFS) and overall survival (OS) for the entire cohort were 38.6% and 52%, respectively. Skin-only IVL was associated with excellent survival. Platelet count <150x109 /L, age > 60Y, and treatment without Rituximab were poor prognostic factors. Further research is necessary to identify novel therapies.


Asunto(s)
Neoplasias del Sistema Nervioso Central , Linfoma de Células B , Linfoma de Células B Grandes Difuso , Linfoma no Hodgkin , Linfoma , Neoplasias Cutáneas , Neoplasias del Sistema Nervioso Central/tratamiento farmacológico , Femenino , Humanos , Linfoma/patología , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Masculino , Pronóstico , Estudios Retrospectivos , Rituximab/uso terapéutico , Neoplasias Cutáneas/patología
18.
Curr Treat Options Oncol ; 23(2): 155-170, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-35182296

RESUMEN

OPINION STATEMENT: While there have been numerous advances in the field of non-Hodgkin lymphoma (NHL) over the last decade, relapsed and/or refractory (R/R) NHL remains a challenge and an area with unmet needs. T-cell redirecting immunotherapeutic approaches including chimeric antigen receptor (CAR) T-cells and bispecific antibodies (BsAbs) have the potential to revolutionize NHL therapy. BsAbs target CD3 on T-cells and CD19 or CD20 on malignant B-cells and have shown promises as a novel immunotherapy for NHL. The development of CD19 × CD3 BsAbs such as blinatumomab was met with significant challenges due to dose-limiting neurologic side effects. However, several CD20 × CD3 BsAbs including odronextamab, mosunetuzumab, glofitamab, and epcoritamab emerged recently. They have favorable toxicity profiles, with reduced cytokine release syndrome and neurotoxicity. In addition, all these BsAbs have demonstrated very promising efficacy in R/R NHL. With expansion and registrational studies actively ongoing, approvals of these agents for R/R NHL are anticipated in the near future. Some important questions pertinent to future clinical development of BsAbs include when and how to best utilize BsAbs in the management of R/R NHL, whether there is a role of BsAbs in treatment-naïve NHL, and how to combine BsAbs with other therapies. For example, whether BsAbs can be combined with cytotoxic chemotherapy effectively remains to be seen. A plethora of clinical studies will be needed to help address these questions, some of which are already ongoing. In addition, how do BsAbs compare to CAR T-cell therapy and how to choose and sequence between BsAbs and CAR T-cell therapy need to be addressed. While many of these critical questions remain to be answered in clinical studies, we believe the future of BsAbs in the NHL is very bright.


Asunto(s)
Anticuerpos Biespecíficos , Antineoplásicos , Linfoma no Hodgkin , Anticuerpos Biespecíficos/uso terapéutico , Antígenos CD19 , Antineoplásicos/uso terapéutico , Humanos , Inmunoterapia Adoptiva/efectos adversos , Linfoma no Hodgkin/tratamiento farmacológico , Linfocitos T
19.
Sensors (Basel) ; 22(14)2022 Jul 14.
Artículo en Inglés | MEDLINE | ID: mdl-35890947

RESUMEN

High end-to-end delay is a significant challenge in the data collection process in the underwater environment. Autonomous Underwater Vehicles (AUVs) are a considerably reliable source of data collection if they have significant trajectory movement. Therefore, in this paper, a new routing algorithm known as Elliptical Shaped Efficient Data Gathering (ESEDG) is introduced for the AUV movement. ESEDG is divided into two phases: first, an elliptical trajectory has been designed for the horizontal movement of the AUV. In the second phase, the AUV gathers data from Gateway Nodes (GNs) which are associated with Member Nodes (MNs). For their association, an end-to-end delay model is also presented in ESEDG. The hierarchy of data collection is as follows: MNs send data to GNs, the AUV receives data from GNs, and forwards it to the sink node. Furthermore, the ESEDG was evaluated on the network simulator NS-3 version 3.35, and the results were compared to existing data collection routing protocols DSG-DGA, AEEDCO, AEEDCO-A, ALP, SEDG, and AEDG. In terms of network throughput, end-to-end delay, lifetime, path loss, and energy consumption, the results showed that ESEDG outperformed the baseline routing protocols.

20.
Sensors (Basel) ; 22(15)2022 Jul 25.
Artículo en Inglés | MEDLINE | ID: mdl-35898037

RESUMEN

In this article, a rectangular dielectric resonator antenna (RDRA) with circularly polarized (CP) response is presented for 5G NR (New Radio) Sub-6 GHz band applications. A uniquely shaped conformal metal feeding strip is proposed to excite the RDRA in higher-order mode for high gain utilization. By using the proposed feeding mechanism, the degenerate mode pair of the first higher-order, i.e., TEδ13x at 4.13 GHz and TE1δ3y, at 4.52 GHz is excited to achieve a circularly polarized response. A circular polarization over a bandwidth of ~10%, in conjunction with a wide impedance matching over a bandwidth of ~17%, were attained by the antenna. The CP antenna proposed offers a useful gain of ~6.2 dBic. The achieved CP bandwidth of the RDRA is good enough to cover the targeted 5G NR bands around 4.4−4.8 GHz, such as n79. The proposed antenna configuration is modelled and optimized using computer simulation technology (CST). A prototype was built to confirm (validate) the performance estimated through simulation. A good agreement was observed between simulated and measured results.

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