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BACKGROUND: Belantamab mafodotin had single-agent activity in patients with relapsed or refractory multiple myeloma, a finding that supports further evaluation of the agent in combination with standard-care therapies. METHODS: In this phase 3, open-label, randomized trial, we evaluated belantamab mafodotin, bortezomib, and dexamethasone (BVd), as compared with daratumumab, bortezomib, and dexamethasone (DVd), in patients who had progression of multiple myeloma after at least one line of therapy. The primary end point was progression-free survival. Key secondary end points were overall survival, response duration, and minimal residual disease (MRD)-negative status. RESULTS: In total, 494 patients were randomly assigned to receive BVd (243 patients) or DVd (251 patients). At a median follow-up of 28.2 months (range, 0.1 to 40.0), median progression-free survival was 36.6 months (95% confidence interval [CI], 28.4 to not reached) in the BVd group and 13.4 months (95% CI, 11.1 to 17.5) in the DVd group (hazard ratio for disease progression or death, 0.41; 95% CI, 0.31 to 0.53; P<0.001). Overall survival at 18 months was 84% in the BVd group and 73% in the DVd group. An analysis of the restricted mean response duration favored BVd over DVd (P<0.001). A complete response or better plus MRD-negative status occurred in 25% of the patients in the BVd group and 10% of those in the DVd group. Grade 3 or higher adverse events occurred in 95% of the patients in the BVd group and 78% of those in the DVd group. Ocular events were more common in the BVd group than in the DVd group (79% vs. 29%); such events were managed with dose modifications, and events of worsening visual acuity mostly resolved. CONCLUSIONS: As compared with DVd therapy, BVd therapy conferred a significant benefit with respect to progression-free survival among patients who had relapsed or refractory multiple myeloma after at least one line of therapy. Most patients had grade 3 or higher adverse events. (Funded by GSK; DREAMM-7 ClinicalTrials.gov number, NCT04246047; EudraCT number, 2018-003993-29.).
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Protocolos de Quimioterapia Combinada Antineoplásica , Bortezomib , Dexametasona , Mieloma Múltiplo , Intervalo Livre de Progressão , Humanos , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/mortalidade , Bortezomib/efeitos adversos , Bortezomib/administração & dosagem , Bortezomib/uso terapêutico , Dexametasona/efeitos adversos , Dexametasona/uso terapêutico , Dexametasona/administração & dosagem , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Adulto , Idoso de 80 Anos ou mais , Anticorpos Monoclonais Humanizados/efeitos adversos , Anticorpos Monoclonais Humanizados/uso terapêutico , Anticorpos Monoclonais Humanizados/administração & dosagem , Anticorpos Monoclonais/efeitos adversos , Anticorpos Monoclonais/uso terapêutico , Anticorpos Monoclonais/administração & dosagem , Neoplasia Residual , Estimativa de Kaplan-Meier , Análise de SobrevidaRESUMO
In this study, we used the whole-exome sequencing (WES) approach to obtain genomic profiles from 92 marrow samples of myelodysplastic syndrome (MDS) patients before haematopoietic stem cell transplantation. We identified 129 mutations in 45 driver genes. Fifty-five patients (59.8%) carried at least 1 driver mutation. The splicing factor U2AF1 was the most frequently mutated in the cohort (21 cases, 23%), followed by BCOR (9 cases, 10%), ASXL1 (8 cases, 9%), TET2 (6 cases, 7%), NPM1 (5 cases, 5%), RUNX1 (5 cases, 5%), and SETBP1 (5 cases, 5%). WES also identified 49 possible oncogenic variants in six genes (PIEZO1, LOXHD1, MYH13, DNAH5, DPH1, and USH2A) that were associated with overall survival (OS) or relapse-free survival (RFS) in MDS after transplantation. Multivariate analysis showed mutations in DNAH5 and USH2A to be independent risk factors for OS. Mutations in DNAH5 and LOXHD1 were risk factors for worse RFS. The Molecular International Prognostic Scoring System retained its independent prognostic significance for RFS after multivariate analysis.
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BACKGROUND: Aponermin, a circularly permuted tumor necrosis factor-related apoptosis-inducing ligand, is a potential death receptor 4/5-targeted antitumour candidate. Previous phase 1/2 studies have demonstrated the efficacy of aponermin in patients with relapsed or refractory multiple myeloma (RRMM). To confirm the superiority of aponermin plus thalidomide and dexamethasone (aponermin group) over placebo plus thalidomide and dexamethasone (placebo group) in RRMM, a randomized, double-blinded, placebo controlled phase 3 trial was performed. METHODS: Four hundred seventeen patients with RRMM who had previously received at least two regimens were randomly assigned (2:1) to receive aponermin, thalidomide, and dexamethasone or placebo, thalidomide, and dexamethasone. The primary endpoint was progression-free survival (PFS). Key secondary endpoints included overall survival (OS) and overall response rate (ORR). RESULTS: A total of 415 patients received at least one dose of trial treatment (276 vs. 139). The median PFS was 5.5 months in the aponermin group and 3.1 months in the placebo group (hazard ratio, 0.62; 95% confidence interval [CI], 0.49-0.78; P < 0.001). The median OS was 22.4 months for the aponermin group and 16.4 months for the placebo group (hazard ratio, 0.70; 95% CI, 0.55-0.89; P = 0.003). Significantly higher rates of ORR (30.4% vs. 13.7%, P < 0.001) and very good partial response or better (14.1% vs. 2.2%, P < 0.0001) were achieved in the aponermin group than in the placebo group. Treatment with aponermin caused hepatotoxicity in some patients, as indicated by the elevated alanine transaminase, aspartate transaminase, or lactate dehydrogenase levels (52.2% vs. 24.5%, 51.1% vs. 19.4% and 44.9% vs. 21.6%, respectively), mostly grade 1/2, transient and reversible. The main grade 3/4 adverse events included neutropenia, pneumonia and hyperglycemia. The incidence of serious adverse events was similar between the two groups (40.6% vs. 37.4%). There was no evidence that aponermin leads to hematological toxicity, nephrotoxicity, cardiotoxicity, or secondary tumors. CONCLUSIONS: Aponermin plus thalidomide and dexamethasone significantly improved PFS, OS and ORR with manageable side effects in RRMM patients who had received at least two prior therapies. These results support the use of aponermin, thalidomide, and dexamethasone as a treatment option for RRMM patients. TRIAL REGISTRATION: The trial was registered at http://www.chictr.org.cn as ChiCTR-IPR-15006024, 17/11/2014.
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Mieloma Múltiplo , Neutropenia , Humanos , Mieloma Múltiplo/patologia , Talidomida , Dexametasona , Recidiva Local de Neoplasia/patologia , Neutropenia/induzido quimicamente , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversosRESUMO
Renal impairment (RI) used to exclude multiple myeloma (MM) patients from autologous stem cell transplantation (ASCT) for safety concerns. Here, we retrospectively reviewed 34 consecutively transplanted patients with creatinine clearance < 60 ml/min at ASCT in recent 5 years at our institution. Busulfan/cyclophosphamide and high-dose melphalan were both employed as conditioning regimens. We found 62% grade 1-2 oral mucositis, 12% grade 3 oral mucositis, 48% grade 3 infection, 8% grade ≥ 4 infection, 50% grade 1 transient creatinine increase, 15% cardiac adverse events, and 12% engraftment syndrome. One case of secondary platelet graft failure and 1 case of transplantation-related mortality were observed. Interleukin-6 concentration was elevated among patients with increased body temperature and/or N-terminal pro-brain natriuretic peptide during engraftment, and close monitoring of these markers may help to predict susceptibility to cardiac events and engraftment syndrome. Adverse events occurred frequently, but the majority were manageable in this cohort. ASCT would further deepen the anti-myeloma efficacy and slightly ameliorated renal function. With a median follow-up of 26.2 months post transplantation (range: 1.6-74.8 months), the median progression-free survival (PFS) and overall survival (OS) post-transplantation of patients undergoing first-line transplantation were not reached; the median PFS post-transplantation of patients undergoing rescue transplantation was 19.2 months and the median OS was not reached.
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Transplante de Células-Tronco Hematopoéticas , Mieloma Múltiplo , Estomatite , Humanos , Estudos Retrospectivos , Creatinina , Transplante Autólogo , Melfalan , Condicionamento Pré-Transplante , Transplante de Células-TroncoRESUMO
Piezoelectric vibration sensors (PVSs) are widely applied to vibration detection in aerospace engines due to their small size, high sensitivity, and high-temperature resistance. The precise prediction of their remaining useful life (RUL) under high temperatures is crucial for their maintenance. Notably, digital twins (DTs) provide enormous data from both physical structures and virtual models, which have potential in RUL predictions. Therefore, this work establishes a DT framework containing six modules for sensitivity degradation detection and assessment on the foundation of a five-dimensional DT model. In line with the sensitivity degradation mechanism at high temperatures, a DT-based RUL prediction was performed. Specifically, the PVS sensitivity degradation was described by the Wiener-Arrhenius accelerated degradation model based on the acceleration factor constant principle. Next, an error correction method for the degradation model was proposed using real-time data. Moreover, parameter updates were conducted using a Bayesian method, based on which the RUL was predicted using the first hitting time. Extensive experiments on distinguishing PVS samples demonstrate that our model achieves satisfying performance, which significantly reduces the prediction error to 8 h. A case study was also conducted to provide high RUL prediction accuracy, which further validates the effectiveness of our model in practical use.
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BACKGROUND: Selinexor 80 mg combined with low-dose dexamethasone (Sd) demonstrated significant clinical benefit in patients with relapsed/refractory multiple myeloma (RRMM) who had disease refractory to a proteasome inhibitor (PI), an immunomodulator (IMiD), and an anti-CD38 monoclonal antibody based on a global phase II STORM study. The present study, MARCH, addresses China regulatory needs to further validate the data from STORM in Chinese patients with RRMM. METHODS: The MARCH study was conducted at 17 sites in China, where eligible Chinese RRMM patients who had disease refractory to PI and IMiD were enrolled. Selinexor 80 mg combined with dexamethasone 20 mg was administered orally on day 1 and day 3 of each week in 4-week cycles. The primary endpoint was the overall response rate (ORR) per an independent review committee, with the null hypothesis of ≤15%. Patients who received at least 1 dose of study treatment were included in the safety population. The pharmacokinetic (PK) profile was characterized by parameter and ethnicity sensitivity analyses. RESULTS: A total of 82 patients with RRMM were enrolled in the study, with a median age of 60 years. Of the 82 patients, 55 patients (67.1%) had high-risk cytogenetic abnormalities, defined as one or more of del 17p13, t(4;14), t(14;16), or 1q amplification identified by fluorescence in situ hybridization (FISH); 18 patients (22.0%) had abnormal renal function. Enrolled patients were heavily pre-treated with a median prior regimen number of 5. All 82 patients (100%) were refractory to both PI and IMiD, including 20 patients (24.4%) categorized as triple-class refractory population (refractory to PI, IMiD, and daratumumab). Ten patients (12.2%) had undergone CAR-T therapy. ORR was 29.3% (95% CI 19.7, 40.4) with a median DOR of 4.7 months. The median PFS and OS were 3.7 and 13.2 months, respectively. ORR was 25.0% (95% CI 8.7, 49.1) in the triple-class refractory population. Efficacy was consistent across various subgroups. The most frequent grade 3/4 adverse events (AEs) included anemia (57.3%), thrombocytopenia (51.2%), lymphopenia (42.7%), neutropenia (40.2%), hyponatremia (29.3%), and lung infection (26.8%). Serious AEs were reported in 54.9% of patients. No significant drug accumulation was shown following multiple administrations. No human PK ethnicity difference was identified between Chinese and western patients. CONCLUSIONS: With an encouraging ORR, the MARCH study has demonstrated that selinexor combined with low-dose dexamethasone (Sd) delivers meaningful clinical benefit to Chinese patients with RRMM, including triple-class refractory patients. AEs were expected and manageable with supportive care and dose modification. TRIAL REGISTRATION: ClinicalTrials.gov, NCT03944057 (May 09, 2019); Chinadrugtrials.org.cn , CTR20190858 (June 05, 2019).
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Mieloma Múltiplo , Inibidores de Proteassoma , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Dexametasona/uso terapêutico , Humanos , Hidrazinas , Fatores Imunológicos/uso terapêutico , Hibridização in Situ Fluorescente , Mieloma Múltiplo/induzido quimicamente , Mieloma Múltiplo/tratamento farmacológico , Inibidores de Proteassoma/uso terapêutico , TriazóisRESUMO
Chimeric antigen receptor (CAR) T-cell therapy has shown excellent clinical efficacy in patients with hematologic malignancies. However, severe bleeding after this treatment is a life-threatening complication for most patients. This study evaluated the risk factors associated with bleeding in CAR T treatment and developed a predictive model for this complication. Analysis performed in the First Affiliated Hospital of Suzhou University and external validation launched in Suzhou Hongci Hematology Hospital (Jiangsu, China). We conducted a real-world study incorporating data from 400 patients with hematologic malignancies treated with CAR T between 1 November 2015 and 1 September 2019. Also, 39 patients from another hospital were selected for external validation. Patients with severe bleeding (hazard ratio [HR] 13.04, 95% confidence interval 5.82-29.18; p < 0.001) had a higher risk of death after CAR T. Stage III and IV cytokine release syndrome (CRS) (odds ratio [OR] 6.07, 95% CI 2.35-16.76; p < 0.001) and higher tumor necrosis factor-α (TNF-α) levels (OR 4.00, 95% CI 1.53-11.35; p < 0.001) were independent factors of bleeding in patients after CAR-T treatment. The predictive model developed by Lasso regression, which selected factors such as CRS period, transfusion volume, platelet percentage, platelet count, thrombinogen time, interleukin 6, and TNF-α levels, and showed Nomogram, yielded excellent agreement (C-statistics = 0.905) with the calibration curve, which improved clinical benefit with respect to established bleeding scores such as outpatient bleeding risk index (MOBRI). External validation was performed using 39 patients from another hospital with an AUC of 0.700. Patients with severe bleeding after Car-T therapy had increased the risk of death. A cross-validated bleeding risk score based on CRS stages and TNF-α level show significant prognostic value in patients undergoing CAR-T treatment.
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Neoplasias Hematológicas/terapia , Hemorragia/patologia , Imunoterapia Adotiva/efeitos adversos , Fator de Necrose Tumoral alfa/efeitos adversos , Adulto , Feminino , Seguimentos , Neoplasias Hematológicas/imunologia , Neoplasias Hematológicas/patologia , Hemorragia/etiologia , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Fatores de RiscoRESUMO
Daratumumab monotherapy demonstrated favorable safety and efficacy in relapsed/refractory multiple myeloma (RRMM) patients in the global phase 1/2 GEN501 and phase 2 SIRIUS studies. MMY1003 evaluated daratumumab monotherapy specifically in Chinese patients with RRMM. This 3-part, open-label, phase 1, dose-escalation study included patients with ≥ 2 prior lines of therapy. Part 3 included patients who had received a proteasome inhibitor (PI) and immunomodulatory drug (IMiD) and experienced disease progression on their last regimen. Patients received intravenous daratumumab 8 mg/kg or 16 mg/kg in part 1 and 16 mg/kg in parts 2 + 3. Primary endpoints were dose-limiting toxicity (DLT; part 1), pharmacokinetics (parts 1 + 2), and adverse events (AEs). Fifty patients enrolled. The first 3 patients in part 1 received daratumumab 8 mg/kg; remaining patients in parts 1-3 received daratumumab 16 mg/kg. In the daratumumab 16 mg/kg group (n = 47), patients received a median of 4 prior lines of therapy; 32% were refractory to a PI and IMiD, and 79% were refractory to their last prior therapy. No DLTs occurred. Thirty-six (77%) patients reported grade 3/4 treatment-emergent AEs. Thirteen (28%) patients experienced infusion-related reactions. At an 18.5-month median follow-up, overall response rate was 43%. Median progression-free survival (PFS) and overall survival (OS) were 6.7 months and not reached, respectively; 12-month PFS and OS rates were 35% and 70%. Pharmacokinetic results (n = 22) were consistent with other studies. Safety, pharmacokinetics, and efficacy of daratumumab monotherapy were confirmed in Chinese patients with RRMM. This trial is registered on ClinicalTrials.gov (NCT02852837).
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Mieloma Múltiplo , Humanos , Anticorpos Monoclonais/uso terapêutico , Intervalo Livre de Progressão , China/epidemiologia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Dexametasona/uso terapêuticoRESUMO
Few prospective studies have examined posttransplant chimeric antigen receptor (CAR) T cell infusion as candidates for front-line consolidation therapy for high-risk multiple myeloma (MM) patients. This single-arm exploratory clinical trial is the first to evaluate the safety and efficacy of sequential anti-CD19 and anti-BCMA CAR-T cell infusion, followed by lenalidomide maintenance after autologous stem cell transplantation (ASCT), in 10 high-risk newly diagnosed multiple myeloma (NDMM) patients. The treatment was generally well tolerated, with hematologic toxicities being the most common grade 3 or higher adverse events. All patients had cytokine release syndrome (CRS), which was grade 1 in 5 patients (50%) and grade 2 in 5 patients (50%). No neurotoxicity was observed after CAR-T cell infusion. The overall response rate was 100%, with the best response being 90% for a stringent complete response (sCR), and 10% for a complete response (CR). At a median follow-up of 42 (36-49) months, seven (70%) of 10 patients showed sustained minimal residual disease (MRD) negativity for more than 2 years. The median progression-free survival (PFS) and overall survival (OS) were not reached. Although the sample size was small and there was a lack of control in this single-arm study, the clinical benefits observed warrant ongoing randomized controlled trials.
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Transplante de Células-Tronco Hematopoéticas , Mieloma Múltiplo , Humanos , Imunoterapia Adotiva/efeitos adversos , Lenalidomida , Mieloma Múltiplo/tratamento farmacológico , Estudos Prospectivos , Transplante AutólogoRESUMO
Early hemorrhagic death remains a major cause of treatment failure in acute promyelocytic leukemia (APL). This study investigated the role of fibrinogen concentrations in early hemorrhage and overall survival (OS) of APL patients. Laboratory and clinical data, including fibrinogen concentrations and other coagulation indexes, bleeding events, and survival data, of 198 patients newly diagnosed with APL from February 2012 to December 2017 were extracted from patient records and retrospectively investigated. Patients with moderate/severe bleeding had significantly lower median fibrinogen concentrations (p = .023), higher Chinese disseminated intravascular coagulation scoring system (CDSS) (p < .001), and were more often female (p = .034) than patients with no such bleeding. Additionally, patients with fibrinogen <1.0 g/L and 1.0-1.6 g/L had significantly higher moderate/severe bleeding rates than those with fibrinogen >1.6 g/L (p = .015; p = .023). However, moderate/severe (p = .088) and severe bleeding rates (p = .063) were comparable for patients with fibrinogen <1.0 g/L and 1.0-1.6 g/L. Multivariate analysis showed that fibrinogen ≤1.6 g/L (p = .036), platelet counts ≤10 × 109/L (p = .037), and CDSS scores ≥5 (p = .023) were independent risk factors for moderate/severe bleeding. Survival analysis indicated that moderate/severe bleeding (p = .018), fibrinogen ≤1.6 g/L combined with prothrombin time >12.8 s (p = .005), age ≥60 years (p = .001), and CDSS ≥5 (p = .044) were independent predictors of 1-year OS. Fibrinogen ≤1.6 g/L may be an independent risk factor for early bleeding in newly treated patients with APL and is associated with a worse 1-year OS. Increasing fibrinogen to >1.6 g/L may help to prevent bleeding.
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Fibrinogênio/metabolismo , Hemorragia/sangue , Leucemia Promielocítica Aguda/sangue , Adolescente , Adulto , Idoso , Feminino , Hemorragia/complicações , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Adulto JovemRESUMO
Elemental phosphorus nanostructures are notorious for a large number of allotropes, which limits their usefulness as semiconductors. To limit this structural diversity, we synthesize selectively quasi-1D phosphorus nanostructures inside carbon nanotubes (CNTs) that act both as stable templates and nanoreactors. Whereas zigzag phosphorus nanoribbons form preferably in CNTs with an inner diameter exceeding 1.4 nm, a previously unknown square columnar structure of phosphorus is observed to form inside narrower nanotubes. Our findings are supported by electron microscopy and Raman spectroscopy observations as well as ab initio density functional theory calculations. Our computational results suggest that square columnar structures form preferably in CNTs with an inner diameter around 1.0 nm, whereas black phosphorus nanoribbons form preferably inside CNTs with a 4.1 nm inner diameter, with zigzag nanoribbons energetically favored over armchair nanoribbons. Our theoretical predictions agree with the experimental findings.
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The induction therapy containing ixazomib, an oral proteasome inhibitor, has shown favorable efficacy and safety in clinical trials, but its experience in real-life remains limited. In routine practice, few patients received ixazomib-based induction therapy due to reasons including (1) patients' preference on oral regimens, (2) concerns on adverse events (AEs) of other intravenous/subcutaneous regimens, (3) requirements for less center visits, and (4) fears of COVID-19 and other infectious disease exposures. With the aim of assessing the real-life effectiveness and safety of ixazomib-based induction therapy, we performed this multi-center, observational study on 85 newly diagnosed multiple myeloma (NDMM) patients from 14 medical centers. Ixazomib-based regimens included ixazomib-lenalidomide-dexamethasone (IRd) in 44.7% of patients, ixazomib-dexamethasone (Id) in 29.4%, and Id plus another agent (doxorubicin, cyclophosphamide, thalidomide, or daratumumab) in 25.9%. Different ixazomib-based therapies were applied due to (1) financial burdens or limitations on local health insurance coverage, (2) concerns on treatment tolerance, and (3) drug accessibility issue. Ten patients received ixazomib maintenance. The median age was 67 years; 43.5% had ISS stage III disease; 48.2% had an Eastern Cooperative Oncology Group performance score ≥ 2; and 17.6% with high-risk cytogenetic abnormalities. Overall response rate for all 85 patients was 95.3%, including 65.9% very good partial response or better and 29.5% complete responses. The median time to response was 30 days. The response rate was similar across different ixazomib-based regimens. Median progression-free survival was not reached. Severe AEs (≥ grade 3) were reported in 29.4% of patients. No grade 3/4 peripheral neuropathy (PN) occurred. Patients received a median of 6 (range 1-20) cycles of ixazomib treatment; 56.6% remained on treatment at data cutoff; 15.3% discontinued treatment due to intolerable AEs. These results support that the ixazomib-based frontline therapy was highly effective with acceptable toxicity in routine practice and the ixazomib oral regimens could be good alternative options for NDMM patients.
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Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Compostos de Boro/administração & dosagem , Glicina/análogos & derivados , Mieloma Múltiplo/tratamento farmacológico , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Adolescente , Adulto , Idoso , Anticorpos Monoclonais/administração & dosagem , Anticorpos Monoclonais/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Compostos de Boro/efeitos adversos , Ciclofosfamida/administração & dosagem , Ciclofosfamida/efeitos adversos , Dexametasona/administração & dosagem , Dexametasona/efeitos adversos , Doxorrubicina/administração & dosagem , Doxorrubicina/efeitos adversos , Esquema de Medicação , Feminino , Glicina/administração & dosagem , Glicina/efeitos adversos , Humanos , Lenalidomida/administração & dosagem , Lenalidomida/efeitos adversos , Masculino , Pessoa de Meia-Idade , Mieloma Múltiplo/mortalidade , Mieloma Múltiplo/patologia , Estadiamento de Neoplasias , Doenças do Sistema Nervoso Periférico/diagnóstico , Doenças do Sistema Nervoso Periférico/fisiopatologia , Indução de Remissão , Análise de Sobrevida , Talidomida/administração & dosagem , Talidomida/efeitos adversos , Resultado do TratamentoRESUMO
BACKGROUND: Microbes have been shown to play a crucial role in various ecosystems. Many human diseases have been proved to be associated with bacteria, so it is essential to extract the interaction between bacteria for medical research and application. At the same time, many bacterial interactions with certain experimental evidences have been reported in biomedical literature. Integrating this knowledge into a database or knowledge graph could accelerate the progress of biomedical research. A crucial and necessary step in interaction extraction (IE) is named entity recognition (NER). However, due to the specificity of bacterial naming, there are still challenges in bacterial named entity recognition. RESULTS: In this paper, we propose a novel method for bacterial named entity recognition, which integrates domain features into a deep learning framework combining bidirectional long short-term memory network and convolutional neural network. When domain features are not added, F1-measure of the model achieves 89.14%. After part-of-speech (POS) features and dictionary features are added, F1-measure of the model achieves 89.7%. Hence, our model achieves an advanced performance in bacterial NER with the domain features. CONCLUSIONS: We propose an efficient method for bacterial named entity recognition which combines domain features and deep learning models. Compared with the previous methods, the effect of our model has been improved. At the same time, the process of complex manual extraction and feature design are significantly reduced.
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Algoritmos , Bactérias/genética , Aprendizado Profundo , Bases de Dados como Assunto , Humanos , Modelos Teóricos , Redes Neurais de ComputaçãoRESUMO
Cytogenetic and genetic changes have prognostic significance in acute myelogenous leukemia (AML). In our study, we compared the cytogenetic changes and gene mutations (NPM1, CEBPA, DNMT3A, FLT3-ITD, FLT3-TKD, and C-KIT) with clinical outcomes in 1132 patients with AML enrolled at our center over a 10-year period. A total of 977 patients provided gene mutation data. There were subsets of patients who exhibited mutations in NPM1 (17.9%), CEBPA (16.4%), FLT3-ITD (18.5%), FLT3-TKD (3.9%), DNMT3A (8.6%), and C-KIT (8.8%). A total of 557 patients (49.2%) underwent hematopoietic stem cell transplantation (HSCT) as consolidation therapy. Multivariate analysis identified an adverse karyotype (hazard ratio [HR], 1.48; Pâ¯=â¯.001), the presence of FLT3-ITD (HR, 1.90; P < .001), and receipt of nonstandard first-line induction chemotherapy (HR, 1.45; Pâ¯=â¯.003) as significant risk factors for poor overall survival (OS), and the presence of CEBPAmut (HR, .42; P < .001) and receipt of HSCT (HR, .35; P < .001) as prognostic factors for favorable OS. In addition, the presence of FLT3-ITDmut (HR, 2.11; P < .001) was identified as an independent risk factor for poor disease-free survival (DFS), and receipt of HSCT was correlated with improved DFS (HR, .74; Pâ¯=â¯.046). Compared with chemotherapy as consolidation therapy, HSCT improved the prognosis and overcame the prognostic effect of karyotype from the initial diagnosis; however, the presence of FLT3-ITD or CEBPA mutation can predict prognosis in AML irrespective of HSCT.
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Proteínas Estimuladoras de Ligação a CCAAT/genética , Leucemia Mieloide Aguda/diagnóstico , Leucemia Mieloide Aguda/genética , Mutação , Tirosina Quinase 3 Semelhante a fms/genética , Adolescente , Adulto , Intervalo Livre de Doença , Feminino , Transplante de Células-Tronco Hematopoéticas , Humanos , Leucemia Mieloide Aguda/terapia , Masculino , Pessoa de Meia-Idade , Nucleofosmina , Prognóstico , Indução de Remissão/métodos , Fatores de Risco , Adulto JovemRESUMO
We analyzed the outcomes of 44 patients with paroxysmal nocturnal hemoglobinuria (PNH) who received allogeneic hematopoietic stem cell transplantation (allo-HSCT) (haploidentical [haplo]-donors, 25; matched sibling donors [MSDs], 15; and matched unrelated donors, 4) between July 2007 and May 2018. All patients achieved successful donor engraftment. The median time was 12 days (range, 7 to 26) for myeloid engraftment and 13 days (range, 11 to 75) for platelets. The cumulative incidences were 15.91% and 2.27% for grades II to IV and grades III to IV acute graft-versus-host disease (GVHD), respectively, with a median follow-up time of 36 months (range, 4 to 132). The cumulative incidences were 26.73% for chronic GVHD and 9.70% for moderate to severe chronic GVHD. No patients relapsed. The probabilities of 3-year overall survival (OS) and GVHD-free, failure-free survival (GFFS) were 90.4% ± 4.6% and 85.6% ± 5.4%, respectively. The 3-year OS rates of the haplo-donor and MSD groups were 86.5% ± 7.3% versus 93.3% ± 6.4% (Pâ¯=â¯.520). The 3-year GFFS rates of the haplo-donor and MSD groups were 78.3% ± 8.6% versus 92.9% ± 6.9% (Pâ¯=â¯.250). The preliminary results indicated that allo-HSCT is a feasible option for patients with PNH; however, this should not be considered as a first-choice therapy, because the results seemed to only suggest rather than confirm that haplo-HSCT and MSD-HSCT exerted similar therapeutic efficacies.
Assuntos
Doença Enxerto-Hospedeiro/mortalidade , Doença Enxerto-Hospedeiro/terapia , Transplante de Células-Tronco Hematopoéticas , Hemoglobinúria Paroxística/terapia , Irmãos , Obtenção de Tecidos e Órgãos , Doença Aguda , Adolescente , Adulto , Aloenxertos , Criança , Doença Crônica , Intervalo Livre de Doença , Feminino , Seguimentos , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Taxa de SobrevidaRESUMO
HLA-mismatched stem cell microtransplantation is a new form of transplantation reported in recent years. We compared 59 patients undergoing microtransplantation to 66 patients undergoing HLA-matched sibling donor (MSD) transplantation at the same period from April 2012 to December 2016, who all suffered from intermediate/high-risk acute myelogenous leukemia (AML) in first complete remission (CR1). The estimated overall survival (OS) at 2 years was 74.1% ± 6.2% and 34.3% ± 7.9% in MSD and microtransplantation group, respectively (P = 0.001). The estimated leukemia-free survival (LFS) at 2 years was 73.3% ± 6.1% in the MSD group and 31.6% ± 7.6% in the microtransplantation group (P = 0.000). The 2-year cumulative incidence of relapse was 17.6% and 62.3% in the MSD and microtransplantation groups, respectively (P < 0.0001). The 2-year cumulative incidence of nonrelapse mortality was 10.9% in MSD group and 4.2% in the microtransplantation group (P = 0.251). Hematopoietic recovery time was shorter in the microtransplantation group than in the MSD group (P < 0.05). The infection rate was higher in the MSD group than in the microtransplantation group (P = 0.012). The preliminary results suggested that OS and LFS of microtransplantation were inferior to MSD transplantation for intermediate/high-risk AML in CR1.
Assuntos
Antígenos HLA , Teste de Histocompatibilidade , Leucemia Mieloide Aguda/mortalidade , Leucemia Mieloide Aguda/terapia , Irmãos , Doadores de Tecidos , Adulto , Idoso , Intervalo Livre de Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Transplante de Células-Tronco , Taxa de SobrevidaRESUMO
Epstein-Barr virus (EBV) reactivation is a life-threatening complication after allogeneic haematopoietic stem cell transplantation (allo-HSCT). In this study, we investigated the characteristics of EBV reactivation in 186 consecutive myelodysplastic (MDS) patients who underwent allo-HSCT in our centre. In 35 patients (18.8%) who experienced EBV reactivation after allo-HSCT, the median onset was 53 days (range 4-381 days). The cumulative incidence of EBV reactivation at the first, sixth, and twelfth month after allo-HSCT was 10.7%, 15.1%, and 17.9%, respectively. Twenty-five patients (71.4%) received pre-emptive rituximab therapy, and no patients developed post-transplant lymphoproliferative disorders. Stem cell source was proven to be a risk factor correlated with EBV reactivation. The cumulative incidence of relapse in the EBV-positive group was 11.4%, 25.2%, and 31.0% at the first, second, and third year after transplantation, respectively, being significantly higher than the corresponding 6.8%, 10.2%, and 10.2%, in the EBV-negative group (P = 0.014). Prognostic analysis showed that EBV reactivation was an independent risk factor for relapse-free survival (RFS). Patients in the EBV-positive group showed obviously shorter RFS than those in the EBV-negative group, with 3-year RFS of 62% and 85%, respectively (P = 0.017).
Assuntos
Infecções por Vírus Epstein-Barr , Transplante de Células-Tronco Hematopoéticas , Herpesvirus Humano 4 , Síndromes Mielodisplásicas , Adolescente , Adulto , Aloenxertos , Criança , Intervalo Livre de Doença , Infecções por Vírus Epstein-Barr/etiologia , Infecções por Vírus Epstein-Barr/mortalidade , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Síndromes Mielodisplásicas/mortalidade , Síndromes Mielodisplásicas/terapia , Fatores de Risco , Rituximab/administração & dosagem , Taxa de Sobrevida , Fatores de TempoRESUMO
Stem cell transplantation (SCT) is an attractive postremission treatment option for patients with intermediate-risk acute myeloid leukemia (AML) and for some favorable-risk AML patients with additional nongenetic risk factors. Autologous SCT (auto-SCT) and haploidentical donor SCT (haplo-SCT) are the widely used alternatives in cases of a lack of a HLA-matched donor. However, limited data have been published on the direct comparison between these 2 transplant types. Based on the transplant database in our center, we conducted a retrospective study involving patients with favorable- and intermediate-risk AML in first complete remission (CR1), according to the National Comprehensive Cancer Network guideline. Patients with extramedullary disease or those achieving CR by more than 2 cycles were excluded. In total, 195 patients were included in the study, 88 of whom underwent auto-SCT and 107 haplo-SCT. In the entire cohort analyses the impact of high relapse incidence in the auto-SCT group was compensated by low nonrelapse mortality (NRM), which resulted in a comparable overall survival (OS) (79.0% ± 4.6% versus 80.1% ± 5.0%, P = .769) and relapse-free survival (RFS) (66.1% ± 5.2% versus 77.4% ± 4.8%, P = .079) compared with those observed in the haplo-SCT group. However, for patients with intermediate-risk AML, NRM was similar between the groups, and haplo-SCT exhibited superior survival. In case of post-SCT relapse, patients with intermediate-risk AML showed markedly inferior 3-year OS compared with that shown by patients with favorable-risk AML (23.3% ± 9.8% versus 60.8% ± 14.3%, P = .011). In the multivariate analyses, minimal residual disease (MRD) measured by flow cytometry and gene mutation status before transplantation were independent predictors for both OS and RFS. We concluded that both auto-SCT and haplo-SCT were acceptable options for postremission treatment of patients with favorable- and intermediate-risk AML. Haplo-SCT yielded a better outcome in patients with intermediate-risk AML, but the relapse after SCT still led to a poor outcome. Clearance of MRD before SCT could improve the prognosis after transplantation.
Assuntos
Leucemia Mieloide Aguda/mortalidade , Leucemia Mieloide Aguda/terapia , Indução de Remissão , Transplante de Células-Tronco , Adolescente , Adulto , Aloenxertos , Autoenxertos , Intervalo Livre de Doença , Feminino , Humanos , Leucemia Mieloide Aguda/sangue , Leucemia Mieloide Aguda/genética , Masculino , Pessoa de Meia-Idade , Neoplasia Residual , Estudos Retrospectivos , Fatores de Risco , Taxa de Sobrevida , Doadores de TecidosAssuntos
Transplante de Células-Tronco Hematopoéticas , Síndromes Mielodisplásicas , Vitiligo , Humanos , Vitiligo/etiologia , Vitiligo/terapia , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Transplante Homólogo , Causalidade , Síndromes Mielodisplásicas/terapia , Condicionamento Pré-TransplanteRESUMO
PURPOSE: The purpose of this retrospective study was to analyze the dose adjustment of immunosuppressants (cyclosporine, tacrolimus and sirolimus) for the patients with allogeneic hematopoietic stem cell and solid-organ (heart/lung) transplantation during co-administration of posaconazole. METHODS: MEDLINE, EMBASE and Cochrane Library were searched from January 1, 2000 to June 30, 2017 for clinical reports of patients who received allogeneic hematopoietic stem cell and organ transplantation and were co-administered posaconazole and immunosuppressants (cyclosporine, tacrolimus or sirolimus). RESULTS: Seven studies were included in the systematic review with a total of 215 patients. Five studies involved hematopoietic stem cell transplant, one heart transplant and one lung transplant. In general, the co-administration of posaconazole with sirolimus, tacrolimus or cyclosporine necessitated immunosuppressant dose reductions to maintain the levels of the drug in the optimal therapeutic range. Reported dose reductions were 50%-68% for sirolimus, 75% for tacrolimus and 14%-49% for cyclosporine. The findings were similar for hematopoietic stem cell, heart or lung transplantation studies. CONCLUSION: Our findings indicate that, when posaconazole is co-administered, the dosage of sirolimus and tacrolimus should be reduced by 60%-70% and for cyclosporine and by 30%-40% following allogeneic hematopoietic stem cell and solid-organ transplantation.