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BACKGROUND: Chimeric antigen receptor T-cell (CAR-T) therapies are available for patients with Non-Hodgkin Lymphoma (NHL); however, their use has been limited in accessibility due to nondisease factors. PATIENTS & METHODS: We conducted a retrospective study evaluating the influence of sociodemographic factors on access and outcomes after CAR-T therapy for adult patients with B-cell NHL in our institution treated between 2016 and 2023. RESULTS: Among 154 patients treated with CAR-T, 43% were older than 65 years, 68% male, and 14% non-White (including Hispanic). Of those under 65, 66% had private insurance, while 82% over 65 had Medicare. Most patients (85%) were from in-state, 29% from areas below the national poverty level and 18% from nonmetropolitan areas. Distance to the treatment center was greater than 30, 60 or 120 miles for 52%, 40% and 29% of patients, respectively. No significant differences were found in the use of commercial versus investigational products among racial/ethnic minorities or those living >60 miles from the center. However, patients from nonmetropolitan areas and those below the national poverty level were less likely to receive commercial products. With a median follow-up of 11 months, the 1-year overall survival (OS) was 63.2% (95th CI 59.9%-66.8%). Poverty was associated with lower 1-year OS (HR 0.4, 95th CI 0.17-0.90, P = .031). CONCLUSION: Our study shows that CAR-T therapy can be delivered across sociodemographic barriers and underscores the importance of considering social determinants of health to optimize access for all patients.
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ABSTRACT: T-cell/histiocyte-rich large B-cell lymphoma (THRLBCL) is a rare histologic variant of LBCL. Limited data regarding CD19-directed chimeric antigen receptor T-cell (CART) therapy in relapsed/refractory (R/R) THRLBCL suggest poor efficacy. We investigated CART outcomes for R/R THRLBCL through the Center for International Blood and Marrow Transplant Research registry. A total of 58 adult patients with R/R THRLBCL who received commercial CD19-CART therapy between 2018 and 2022 were identified. Most patients (67%) had early relapse of disease (45% primary refractory) with a median of 3 (range, 1-7) prior therapies and were treated with axicabtagene ciloleucel (69%). At median follow-up of 23 months after CART therapy, 2-year overall and progression-free survival were 42% (95% confidence interval [CI], 27-57) and 29% (95% CI, 17-43), respectively. In univariable analysis, poor performance status before CART therapy was associated with higher mortality (hazard ratio, 2.35; 95%CI, 1.02-5.5). The 2-year cumulative incidences of relapse/progression and nonrelapse mortality were 69% and 2%, respectively. Grade ≥3 cytokine release syndrome and immune effector cell-associated neurologic syndrome occurred in 7% and 15% of patients, respectively. In this largest analysis of CD19-CART therapy for R/R THRLBCL, â¼30% of patients were alive and progression free 2 years after CART therapy. Despite a high incidence of progression (69% at 2 years), these results suggest a subset of patients with R/R THRLBCL may have durable responses with CARTs.
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Antígenos CD19 , Inmunoterapia Adoptiva , Linfoma de Células B Grandes Difuso , Humanos , Masculino , Persona de Mediana Edad , Femenino , Antígenos CD19/inmunología , Antígenos CD19/uso terapéutico , Adulto , Linfoma de Células B Grandes Difuso/terapia , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Linfoma de Células B Grandes Difuso/mortalidad , Anciano , Inmunoterapia Adoptiva/efectos adversos , Inmunoterapia Adoptiva/métodos , Linfocitos T/inmunología , Linfocitos T/metabolismo , Histiocitos/patología , Resultado del Tratamiento , Receptores Quiméricos de Antígenos/uso terapéutico , Adulto JovenRESUMEN
BACKGROUND: Administration of anti-CD19 chimeric antigen receptor T-cell (CART19) immunotherapy for large B-cell lymphomas (LBCLs), a subset of non-Hodgkin lymphoma (NHL), involves high costs and access to specialized tertiary care centers. We investigated whether minority health populations (MHPs) have equal access to CART19 and whether their outcomes are similar to those of non-MHPs. METHODS: We analyzed the prevalence and clinical outcomes of patients treated with commercial CART19 at two geographically and socioeconomically different institutions: the Abramson Cancer Center (ACC, Philadelphia, Pennsylvania) and the Knight Cancer Institute (KCI, Portland, Oregon). RESULTS: In the ACC catchment area, 8956 patients were diagnosed with NHL between 2015 and 2019 (latest available data from the state registry), including 17.9% MHPs. In the ACC, between 2018 and 2022 (CART became available in 2018), 1492 patients with LBCL were treated, and 194 received CART19. The proportion of MHPs was 15.7% for the entire LBCL cohort but only 6.7% for the CART19 cohort. During the same time, in the KCI catchment area, 4568 patients were diagnosed with NHL, including 4.2% MHPs. In the KCI, 396 patients with LBCL were treated, and 47 received CART19. The proportion of MHPs was 6.6% for the entire LBCL cohort and 4.2% for the CART19 cohort. The 3-month response, survival, and toxicities after CART19 infusion showed similar results, although the number of patients who were treated was limited. CONCLUSIONS: This study shows that the access of MHPs to tertiary centers for LBCL care was preserved but appeared reduced for commercial CART19 immunotherapy. Although clinical outcomes of MHPs seemed similar to those of non-MHPs, the small sample size precludes drawing firm conclusions. Further studies are needed. (Funded by the Laffey McHugh Foundation and others.).
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Inmunoterapia Adoptiva , Humanos , Masculino , Femenino , Persona de Mediana Edad , Inmunoterapia Adoptiva/efectos adversos , Anciano , Adulto , Grupos Minoritarios/estadística & datos numéricos , Receptores Quiméricos de Antígenos/inmunología , Antígenos CD19/inmunología , Antígenos CD19/uso terapéuticoRESUMEN
PURPOSE: Outcomes for Richter transformation (RT) are poor with current therapies. The efficacy and safety of anti-CD19 chimeric antigen receptor T-cell therapy (CAR-T) for RT are not established. METHODS: We performed an international multicenter retrospective study of patients with RT who received CAR-T. Patient, disease, and treatment characteristics were summarized using descriptive statistics, and modeling analyses were used to determine association with progression-free survival (PFS) and overall survival (OS). PFS and OS were estimated from the date of CAR-T infusion. RESULTS: Sixty-nine patients were identified. The median age at CAR-T infusion was 64 years (range, 27-80). Patients had a median of four (range, 1-15) previous lines of therapy for CLL and/or RT, including previous Bruton tyrosine kinase inhibitor and/or BCL2 inhibitor therapy in 58 (84%) patients. The CAR-T product administered was axicabtagene ciloleucel in 44 patients (64%), tisagenlecleucel in 17 patients (25%), lisocabtagene maraleucel in seven patients (10%), and brexucabtagene autoleucel in one patient (1%). Eleven patients (16%) and 25 patients (37%) experienced grade ≥3 cytokine release syndrome and immune effector cell-associated neurotoxicity syndrome, respectively. The overall response rate was 63%, with 46% attaining a complete response (CR). After a median follow-up of 24 months, the median PFS was 4.7 months (95% CI, 2.0 to 6.9); the 2-year PFS was 29% (95% CI, 18 to 41). The median OS was 8.5 months (95% CI, 5.1 to 25.4); the 2-year OS was 38% (95% CI, 26 to 50). The median duration of response was 27.6 months (95% CI, 14.5 to not reached) for patients achieving CR. CONCLUSION: CAR-T demonstrates clinical efficacy for patients with RT.
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Antígenos CD19 , Inmunoterapia Adoptiva , Receptores Quiméricos de Antígenos , Humanos , Estudios Retrospectivos , Masculino , Persona de Mediana Edad , Anciano , Adulto , Femenino , Antígenos CD19/uso terapéutico , Antígenos CD19/inmunología , Inmunoterapia Adoptiva/efectos adversos , Inmunoterapia Adoptiva/métodos , Anciano de 80 o más Años , Receptores Quiméricos de Antígenos/uso terapéutico , Receptores Quiméricos de Antígenos/inmunología , Leucemia Linfocítica Crónica de Células B/terapia , Leucemia Linfocítica Crónica de Células B/inmunología , Leucemia Linfocítica Crónica de Células B/mortalidad , Supervivencia sin ProgresiónRESUMEN
BACKGROUND: Peripheral T-cell lymphomas (PTCL) are a group of aggressive malignancies with inferior outcomes compared to B-cell non-Hodgkin lymphoma (NHL). Both allogeneic and autologous hematopoietic cell transplantation (HCT) are commonly employed for consolidation and salvage. MATERIALS AND METHODS: We conducted a single-center review of all adult PTCL patients at OHSU who received HCT from 1991 to 2020 with responses assed by CIBMTR criteria. RESULTS: 88 patients (autoHCT = 52, alloHCT = 36) were identified from the internal registry of â¼3800 autoHCT & alloHCT recipients in that time period. Median OS after autoHCT and alloHCT were 7.0 and 2.6 years. Median PFS after autoHCT and alloHCT was 3.9 vs 1.1 years. Post-HCT median OS for ALCL, AITL, and PTCL NOS were 14.9, 3.9, and 3.4 years, respectively. Median PFS after autoHCT performed while in CR vs. not in CR was 3.4 vs 4.2 years (P = 0.86); for alloHCT in CR vs. not CR 2.4 vs 0.7 years (P = 0.28). 1-year non-relapse mortality (NRM) for autoHCT and alloHCT were 6.1% and 22.2% (P = 0.2). 10/88 patients developed secondary malignancies including 4 skin cancers, 3 new lymphomas, and 2 MDS. CONCLUSION: Our experience with HCT for PTCL shows that HCT has acceptable toxicities and relatively long disease remissions. AutoHCT was most frequently utilized as planned remission consolidation while alloHCT was most often used late during salvage. Differences in response between autoHCT and alloHCT likely reflect differences in clinical setting and underlying disease natural history and biology.
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Trasplante de Células Madre Hematopoyéticas , Linfoma de Células T Periférico , Adulto , Humanos , Linfoma de Células T Periférico/terapia , Oregon , Universidades , Trasplante Autólogo , Estudios RetrospectivosAsunto(s)
Linfoma de Células del Manto , Adulto , Humanos , Linfoma de Células del Manto/diagnóstico , Linfoma de Células del Manto/terapia , Linfoma de Células del Manto/patología , Inmunoterapia Adoptiva/efectos adversos , Estudios Retrospectivos , Antígenos CD19 , Recurrencia Local de Neoplasia/terapia , Recurrencia Local de Neoplasia/patologíaRESUMEN
Tisagenlecleucel (tisa-cel) is an approved CD19-directed chimeric antigen receptor T cell (CAR-T) therapy for relapsed/refractory B cell malignancies. Given potentially life-threatening toxicities, including cytokine release syndrome and immune effector cell-associated neurotoxicity syndrome, inpatient tisa-cel infusion and toxicity monitoring are often considered; however, the toxicity profile of tisa-cel may be conducive to outpatient administration. Here we review the characteristics and outcomes of tisa-cel recipients treated in the outpatient setting. Patients age ≥18 years with B cell non-Hodgkin lymphoma who received tisa-cel between June 25, 2018, and January 22, 2021, at 9 US academic medical centers were included in a retrospective analysis. Six of the 9 representative centers (75%) had an outpatient program in place. A total of 157 patients were evaluable, including 93 (57%) in the outpatient treatment group and 64 (43%) in the inpatient treatment group. Baseline characteristics, toxicity and efficacy, and resource utilization were summarized. The most common lymphodepletion (LD) regimen was bendamustine in the outpatient group (65%) and fludarabine/cyclophosphamide (91%) in the inpatient group. The outpatient group had more patients with a Charlson Comorbidity Index of 0 (51% versus 15%; P < .001), fewer patients with an elevated lactate dehydrogenase (LDH) level above the normal range at the time of LD (32% versus 57%, P = .003) compared to the inpatient group, and a lower Endothelial Activation and Stress Index score (.57 versus 1.4; P < .001). Any-grade CRS and ICANS were lower in the outpatient group (29% versus 56% [P < .001] and 10% versus 16% [P = .051], respectively). Forty-two outpatient tisa-cel recipients (45%) required an unplanned admission, with a median length of stay of 5 days (range, 1 to 27 days), compared to 13 days (range, 4 to 38 days) in the inpatient group. The median number of tocilizumab doses administered was similar in the 2 groups as were the rate of intensive care unit (ICU) transfer (5% versus 8%; P = .5) and median length of ICU stay (6 days versus 5 days; P = .7). There were no toxicity-related deaths in the 30 days post-CAR-T infusion in either group. Progression-free survival and overall survival were similar in the 2 groups. With careful patient selection, outpatient tisa-cel administration is feasible and associated with similar efficacy outcomes as inpatient treatment. Outpatient toxicity monitoring and management may help optimize healthcare resource utilization.
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Carcinoma , Linfoma no Hodgkin , Receptores Quiméricos de Antígenos , Humanos , Adolescente , Pacientes Ambulatorios , Estudios Retrospectivos , Recurrencia Local de Neoplasia , Linfoma no Hodgkin/tratamiento farmacológicoRESUMEN
Axicabtagene ciloleucel (axi-cel) and tisagenlecleucel (tisa-cel) are CD19-directed chimeric antigen receptor (CAR) T cell therapies approved for the treatment of relapsed/refractory aggressive B cell lymphomas. We present a multicenter retrospective study among centers that prescribe either commercial product to evaluate usage patterns, safety and efficacy outcomes, and resource utilization. Data collection included all patients from 8 US centers who underwent apheresis between May 1, 2018, and July 31, 2019. Patient selection, toxicity management, and disease assessment followed institutional practices. Cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome (ICANS) were graded according to American Society for Transplantation and Cellular Therapy consensus criteria, and tumor responses were assessed according to the Lugano 2014 classification scheme. A total of 260 patients underwent apheresis, including 168 (65%) for axi-cel and 92 (35%) for tisa-cel. Among the infused patients, the median age was 59 years for axi-cel recipients and 67 years for tisa-cel recipients (P < .001). The median time from apheresis to infusion was 28 days for axi-cel recipients and 45 days for tisa-cel recipients (P < .001). Sixty-one percent of the axi-cel recipients and 43% of the tisa-cel recipients would have been ineligible for the ZUMA-1 and JULIET trials, respectively. Grade ≥3 CRS occurred in 9% of axi-cel recipients and in 1% of tisa-cel recipients (P = .017), and grade ≥3 ICANS was seen in 38% of axi-cel recipients and 1% of tisa-cel recipients (P < .001). Inpatient cell therapy infusion was common (92% in axi-cel recipients, 37% in tisa-cel recipients). The day 90 overall response rate was 52% in the axi-cel group and 41% in the tisa-cel group (P = .113), with complete response in 44% and 35%, respectively (P = .319). Twelve-month progression-free survival (42% versus 32%; P = .206) and overall survival (62% versus 59%; P = .909) rates were comparable in the axi-cel and tisa-cel groups. Baseline characteristics differed between the 2 groups, although response rates and survival outcomes were comparable, albeit lower than those in the pivotal trials. Safety and resource utilization appear to be key differentiators between axi-cel and tisa-cel.
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Linfoma de Células B Grandes Difuso , Receptores Quiméricos de Antígenos , Antígenos CD19/uso terapéutico , Productos Biológicos , Síndrome de Liberación de Citoquinas , Humanos , Linfoma de Células B Grandes Difuso/terapia , Persona de Mediana Edad , Receptores de Antígenos de Linfocitos T , Receptores Quiméricos de Antígenos/uso terapéutico , Estudios Retrospectivos , Estados UnidosRESUMEN
CD19-targeted chimeric antigen receptor-engineered (CD19 CAR) T cells are novel therapies showing great promise for patients with relapsed or refractory (R/R) aggressive B-cell non-Hodgkin lymphoma (B-NHL). Single-arm studies showed significant variations in outcomes across distinct CD19 CAR T-cell products. To estimate the independent impact of the CAR T-cell product type on outcomes, we retrospectively analyzed data from 129 patients with R/R aggressive B-NHL treated with cyclophosphamide and fludarabine lymphodepletion followed by either a commercially available CD19 CAR T-cell therapy (axicabtagene ciloleucel [axicel] or tisagenlecleucel [tisacel]), or the investigational product JCAR014 on a phase 1/2 clinical trial (NCT01865617). After adjustment for age, hematopoietic cell transplantation-specific comorbidity index, lactate dehydrogenase (LDH), largest lesion diameter, and absolute lymphocyte count (ALC), CAR T-cell product type remained associated with outcomes in multivariable models. JCAR014 was independently associated with lower cytokine release syndrome (CRS) severity compared with axicel (adjusted odds ratio [aOR], 0.19; 95% confidence interval [CI]; 0.08-0.46), with a trend toward lower CRS severity with tisacel compared with axicel (aOR, 0.47; 95% CI, 0.21-1.06; P = .07). Tisacel (aOR, 0.17; 95% CI, 0.06-0.48) and JCAR014 (aOR, 0.17; 95% CI, 0.06-0.47) were both associated with lower immune effector cell-associated neurotoxicity syndrome severity compared with axicel. Lower odds of complete response (CR) were predicted with tisacel and JCAR014 compared with axicel. Although sensitivity analyses using either positron emission tomography- or computed tomography-based response criteria also suggested higher efficacy of axicel over JCAR014, the impact of tisacel vs axicel became undetermined. Higher preleukapheresis LDH, largest lesion diameter, and lower ALC were independently associated with lower odds of CR. We conclude that CD19 CAR T-cell product type independently impacts toxicity and efficacy in R/R aggressive B-NHL patients.
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Inmunoterapia Adoptiva , Linfoma de Células B , Antígenos CD19 , Ensayos Clínicos Fase I como Asunto , Ensayos Clínicos Fase II como Asunto , Síndrome de Liberación de Citoquinas , Humanos , Linfoma de Células B/terapia , Receptores Quiméricos de Antígenos , Estudios Retrospectivos , Linfocitos TRESUMEN
BACKGROUND: Second autologous transplants (SAT) are routinely performed in the setting of myeloma relapse, though data on outcomes are lacking. We conducted a single-center review of all multiple myeloma patients at OHSU who received SAT (excluding tandems) with responses assessed by International Myeloma Working Group (IMWG) criteria. RESULTS: Sixty-eight patients received SAT between 1999 and 2019. Risk by IMWG was available for 50 patients (10 high-risk). Median age at SAT was 61 (45-74). Median time between 1st and 2nd Autologous stem cell transplantation (ASCT) was 5.5 years (1.1 - 15.2). Median progression-free survival (PFS) after 1st ASCT (available for 53 pts) was 2.5 years (0.3 - 10). The average # of lines of therapy prior to SAT was 2.8 (1-14). SAT prep regimens (available for 67 pts) were: Fifty-one (87%) melphalan 200 mg/m2, 6 (9%) melphalan 140 mg/m2, 1 (2%) BEAM, 1 (2%) melphalan 200 mg/m2 and bortezomib. All used PBSC mobilization. Median overall survival (OS) after SAT was 4.68 years, and median PFS was 1.72 years. By treatment era (1999-2009 vs. 2010-2019), median OS was 1.97 vs. 5.52 years (P = .15). When analyzed by IMWG group (standard/low vs. high risk) median PFS and OS were not significantly different (1.87 vs. 1.61 years and 3.58 vs. 5.91 years, respectively). Treatment-Related Mortality (TRM) occurred in 1 patient (2%). CONCLUSION: Our experience with SAT for multiple myeloma (MM) shows that it has low TRM and is effective, with median OS >4.5 years, though with a shorter PFS than after 1st ASCT.
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Trasplante de Células Madre Hematopoyéticas , Mieloma Múltiple , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Supervivencia sin Enfermedad , Humanos , Melfalán/uso terapéutico , Mieloma Múltiple/tratamiento farmacológico , Recurrencia Local de Neoplasia , Oregon , Estudios Retrospectivos , Trasplante Autólogo , UniversidadesRESUMEN
Belumosudil, an investigational oral selective inhibitor of Rho-associated coiled-coil-containing protein kinase 2 (ROCK2), reduces type 17 and follicular T helper cells via downregulation of STAT3 and enhances regulatory T cells via upregulation of STAT5. Belumosudil may effectively treat patients with chronic graft-versus-host disease (cGVHD), a major cause of morbidity and late nonrelapse mortality after an allogeneic hematopoietic cell transplant. This phase 2 randomized multicenter registration study evaluated belumosudil 200 mg daily (n = 66) and 200 mg twice daily (n = 66) in subjects with cGVHD who had received 2 to 5 prior lines of therapy. The primary end point was best overall response rate (ORR). Duration of response (DOR), changes in Lee Symptom Scale score, failure-free survival, corticosteroid dose reductions, and overall survival were also evaluated. Overall median follow-up was 14 months. The best ORR for belumosudil 200 mg daily and 200 mg twice daily was 74% (95% confidence interval [CI], 62-84) and 77% (95% CI, 65-87), respectively, with high response rates observed in all subgroups. All affected organs demonstrated complete responses. The median DOR was 54 weeks; 44% of subjects have remained on therapy for ≥1 year. Symptom reduction with belumosudil 200 mg daily and 200 mg twice daily was reported in 59% and 62% of subjects, respectively. Adverse events (AEs) were consistent with those expected in patients with cGVHD receiving corticosteroids and other immunosuppressants. Sixteen subjects (12%) discontinued belumosudil because of possible drug-related AEs. Belumosudil, a promising therapy for cGVHD, was well tolerated with clinically meaningful responses. This trial was registered at www.clinicaltrials.gov as #NCT03640481.
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Acetamidas/uso terapéutico , Enfermedad Injerto contra Huésped/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/uso terapéutico , Acetamidas/administración & dosificación , Acetamidas/efectos adversos , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Inhibidores de Proteínas Quinasas/administración & dosificación , Inhibidores de Proteínas Quinasas/efectos adversos , Resultado del Tratamiento , Adulto Joven , Quinasas Asociadas a rho/antagonistas & inhibidoresRESUMEN
Chimeric antigen receptor T-cell therapy (CAR T) is a novel intervention for relapsed/refractory diffuse large B-cell lymphoma (R/R DLBCL) and other hematologic malignancies. However, it is associated with prolonged hematologic toxicity (PHT) that is unpredictable and can significantly impair patients' quality of life. Reported here is a single-center experience with PHT in adult patients with R/R DLBCL who received commercial CAR T-cell therapy between March 1, 2018 and May 30, 2020. Prolonged hematologic toxicity was defined as ≥ grade 3 neutropenia or thrombocytopenia at day +30 after CAR T-cell therapy. Of the 31 patients identified, 18 patients (58%) developed PHT. Patients with PHT had a shorter 1-year overall survival (OS) than patients without PHT (36% vs. 81%, P < .05). There were no differences in the median time to ANC recovery for those with PHT compared to patients without PHT (16 days vs. 15 days). Several risk factors were identified to be associated with PHT including CRS (P = .002), receipt of tocilizumab (P = .002) or steroids (P = .033), peak ferritin >5000 ng/ml (P = .048), peak C-reactive protein (CRP) > 100 mg/L (P = .007), and ferritin greater than the upper limit of normal at day +30. Seven patients with PHT underwent a bone marrow biopsy after CAR T-cell therapy; all showed complete aplasia or were hypocellular with cellularity ranging from <5% to 10%. These findings identify PHT as a significant toxicity associated with CAR T-cell therapy and highlight the critical need for further investigations to describe PHT in larger cohorts and identify standards for management of this condition.
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Inmunoterapia Adoptiva/efectos adversos , Linfoma de Células B Grandes Difuso/terapia , Neutropenia/etiología , Trombocitopenia/etiología , Corticoesteroides/administración & dosificación , Adulto , Anciano , Anciano de 80 o más Años , Anticuerpos Monoclonales Humanizados/administración & dosificación , Médula Ósea/patología , Terapia Combinada , Ciclofosfamida/administración & dosificación , Femenino , Ferritinas/sangre , Humanos , Infecciones/etiología , Estimación de Kaplan-Meier , Linfoma de Células B Grandes Difuso/sangre , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Vidarabina/administración & dosificación , Vidarabina/análogos & derivados , Adulto JovenRESUMEN
Allogeneic hematopoietic stem cell transplantation (HCT) remains the only potentially curative option for myelodysplastic syndromes (MDS). Mortality after HCT is high, with deaths related to relapse or transplant-related complications. Thus, identifying patients who may or may not benefit from HCT is clinically important. We identified 1514 patients with MDS enrolled in the Center for International Blood and Marrow Transplant Research Registry and had their peripheral blood samples sequenced for the presence of 129 commonly mutated genes in myeloid malignancies. A random survival forest algorithm was used to build the model, and the accuracy of the proposed model was assessed by concordance index. The median age of the entire cohort was 59 years. The most commonly mutated genes were ASXL1(20%), TP53 (19%), DNMT3A (15%), and TET2 (12%). The algorithm identified the following variables prior to HCT that impacted overall survival: age, TP53 mutations, absolute neutrophils count, cytogenetics per International Prognostic Scoring System-Revised, Karnofsky performance status, conditioning regimen, donor age, WBC count, hemoglobin, diagnosis of therapy-related MDS, peripheral blast percentage, mutations in RAS pathway, JAK2 mutation, number of mutations/sample, ZRSR2, and CUX1 mutations. Different variables impacted the risk of relapse post-transplant. The new model can provide survival probability at different time points that are specific (personalized) for a given patient based on the clinical and mutational variables that are listed above. The outcomes' probability at different time points may aid physicians and patients in their decision regarding HCT.
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Trasplante de Células Madre Hematopoyéticas , Leucemia Mieloide Aguda , Síndromes Mielodisplásicos , Humanos , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/terapia , Persona de Mediana Edad , Mutación , Síndromes Mielodisplásicos/genética , Síndromes Mielodisplásicos/terapia , Recurrencia Local de Neoplasia , Acondicionamiento PretrasplanteRESUMEN
OBJECTIVE: This study describes a new computer methodology for analyzing workers' free text work descriptions. METHODS: Computerized lexical analysis was applied to work descriptions of participants in the Lung Health Study, a smoking-cessation study in persons with early chronic obstructive pulmonary disease. Text was parsed and analyzed as single term roots and pairs of roots commonly occurring together. RESULTS: The frequencies of terms reflect the work of a population; our subjects' most frequently used terms included "sale, office, service, business, engine[er], secretary, construct, driv[e], comput[e], teach, truck." Standard classification schemes (NAICS and SOC) and textbooks use terms inconsistent with those of actual workers. Many common empirical terms imply both industry and job information content, although traditional coding schemes separate industry and job title. CONCLUSIONS: Formal analyses of language may facilitate communication, identify translation priorities, and allow automated work coding.
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Perfil Laboral , Lenguaje , Procesamiento de Lenguaje Natural , Vocabulario , Trabajo/clasificación , Femenino , Humanos , Entrevistas como Asunto , Masculino , América del Norte , Medicina del Trabajo/clasificación , Enfermedad Pulmonar Obstructiva Crónica/prevención & control , Ensayos Clínicos Controlados Aleatorios como Asunto , Cese del Hábito de Fumar , Libros de Texto como Asunto , Interfaz Usuario-ComputadorRESUMEN
Arterial restenosis following stent deployment may be influenced by the local flow environment within and around the stent. We have used computational fluid dynamics to investigate the flow field in the vicinity of model stents positioned within straight and curved vessels. Our simulations have revealed the presence of flow separation and recirculation immediately downstream of stents. In steady flow within straight vessels, the extent of flow disturbance downstream of the stent increases with both Reynolds number and stent wire thickness but is relatively insensitive to stent interwire spacing. In curved vessels, flow disturbance downstream of the stent occurs along both the inner and outer vessel walls with the extent of disturbance dependent on the angle of vessel curvature. In pulsatile flow, the regions of flow disturbance periodically increase and decrease in size. Non-Newtonian fluid properties lead to a modest reduction in flow disturbance downstream of the stent. In more realistic stent geometries such as stents modeled as spirals or as intertwined rings, the nature of stent-induced flow disturbance is exquisitely sensitive to stent design. These results provide an understanding of the flow physics in the vicinity of stents and suggest strategies for stent design optimization to minimize flow disturbance.