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1.
Mol Cell ; 73(6): 1255-1266.e4, 2019 03 21.
Artigo em Inglês | MEDLINE | ID: mdl-30737186

RESUMO

Displacement loops (D-loops) are pivotal intermediates of homologous recombination (HR), a universal DNA double strand break (DSB) repair pathway. We developed a versatile assay for the physical detection of D-loops in vivo, which enabled studying the kinetics of their formation and defining the activities controlling their metabolism. Nascent D-loops are detected within 2 h of DSB formation and extended in a delayed fashion in a genetic system designed to preclude downstream repair steps. The majority of nascent D-loops are disrupted by two pathways: one supported by the Srs2 helicase and the other by the Mph1 helicase and the Sgs1-Top3-Rmi1 helicase-topoisomerase complex. Both pathways operate without significant overlap and are delineated by the Rad54 paralog Rdh54 in an ATPase-independent fashion. This study uncovers a layer of quality control of HR relying on nascent D-loop dynamics.


Assuntos
Dano ao DNA , DNA Fúngico/genética , Reparo de DNA por Recombinação , Saccharomyces cerevisiae/genética , RNA Helicases DEAD-box/genética , RNA Helicases DEAD-box/metabolismo , DNA Helicases/genética , DNA Helicases/metabolismo , DNA Topoisomerases/genética , DNA Topoisomerases/metabolismo , DNA Fúngico/química , DNA Fúngico/metabolismo , Cinética , Conformação de Ácido Nucleico , RecQ Helicases/genética , RecQ Helicases/metabolismo , Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Relação Estrutura-Atividade
2.
BMC Bioinformatics ; 25(1): 107, 2024 Mar 11.
Artigo em Inglês | MEDLINE | ID: mdl-38468193

RESUMO

As noncommunicable diseases (NCDs) pose a significant global health burden, identifying effective diagnostic and predictive markers for these diseases is of paramount importance. Epigenetic modifications, such as DNA methylation, have emerged as potential indicators for NCDs. These have previously been exploited in other contexts within the framework of neural network models that capture complex relationships within the data. Applications of neural networks have led to significant breakthroughs in various biological or biomedical fields but these have not yet been effectively applied to NCD modeling. This is, in part, due to limited datasets that are not amenable to building of robust neural network models. In this work, we leveraged a neural network trained on one class of NCDs, cancer, as the basis for a transfer learning approach to non-cancer NCD modeling. Our results demonstrate promising performance of the model in predicting three NCDs, namely, arthritis, asthma, and schizophrenia, for the respective blood samples, with an overall accuracy (f-measure) of 94.5%. Furthermore, a concept based explanation method called Testing with Concept Activation Vectors (TCAV) was used to investigate the importance of the sample sources and understand how future training datasets for multiple NCD models may be improved. Our findings highlight the effectiveness of transfer learning in developing accurate diagnostic and predictive models for NCDs.


Assuntos
Doenças não Transmissíveis , Humanos , Redes Neurais de Computação , Aprendizado de Máquina
3.
Ann Hematol ; 103(1): 105-116, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38036712

RESUMO

Patients with myelodysplastic syndromes/neoplasms (MDS) or acute myeloid leukemia (AML) with hypomethylating agent failure have a poor prognosis. Myeloid-derived suppressor cells (MDSCs) can contribute to MDS progression and mediate resistance to anti-PD1 therapy. As histone deacetylase inhibitors (HDACi) decrease MDSCs in preclinical models, we conducted an investigator-initiated, NCI-Cancer Therapy Evaluation Program-sponsored, multicenter, dose escalation, and expansion phase Ib trial (NCT02936752) of the HDACi entinostat and the anti-PD1 antibody pembrolizumab. Twenty-eight patients (25 MDS and 3 AML) were enrolled. During dose escalation (n=13 patients), there was one dose-limiting toxicity (DLT) on dose level (DL) 1 (G5 pneumonia/bronchoalveolar hemorrhage) and two DLTs at DL 2 (G3 pharyngeal mucositis and G3 anorexia). Per the 3 + 3 dose escalation design, DL 1 (entinostat 8 mg PO days 1 and 15 + pembrolizumab 200 mg IV day 1 every 21 days) was expanded and another 15 patients were enrolled. Hematologic adverse events (AEs) were common. The most common non-hematologic ≥G3 AEs were infection (32%), hypoxia/respiratory failure (11%), and dyspnea (11%). There were no protocol-defined responses among the 28 patients enrolled. Two patients achieved a marrow complete remission (mCR). Using a systems immunology approach with mass cytometry and machine learning analysis, mCR patients had increased classical monocytes and macrophages but there was no significant change of MDSCs. In conclusion, combining entinostat with pembrolizumab in patients with advanced MDS and AML was associated with limited clinical efficacy and substantial toxicity. Absence of an effect on MDSCs could be a potential explanation for the limited efficacy of this combination. ClinicalTrial.gov Identifier: NCT02936752.


Assuntos
Leucemia Mieloide Aguda , Síndromes Mielodisplásicas , Humanos , Inibidores de Histona Desacetilases/efeitos adversos , Síndromes Mielodisplásicas/tratamento farmacológico , Síndromes Mielodisplásicas/etiologia , Leucemia Mieloide Aguda/tratamento farmacológico , Leucemia Mieloide Aguda/etiologia , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos
4.
BMC Bioinformatics ; 23(1): 229, 2022 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-35698059

RESUMO

BACKGROUND: Despite remarkable advances in cancer research, cancer remains one of the leading causes of death worldwide. Early detection of cancer and localization of the tissue of its origin are key to effective treatment. Here, we leverage technological advances in machine learning or artificial intelligence to design a novel framework for cancer diagnostics. Our proposed framework detects cancers and their tissues of origin using a unified model of cancers encompassing 33 cancers represented in The Cancer Genome Atlas (TCGA). Our model exploits the learned features of different cancers reflected in the respective dysregulated epigenomes, which arise early in carcinogenesis and differ remarkably between different cancer types or subtypes, thus holding a great promise in early cancer detection. RESULTS: Our comprehensive assessment of the proposed model on the 33 different tissues of origin demonstrates its ability to detect and classify cancers to a high accuracy (> 99% overall F-measure). Furthermore, our model distinguishes cancers from pre-cancerous lesions to metastatic tumors and discriminates between hypomethylation changes due to age related epigenetic drift and true cancer. CONCLUSIONS: Beyond detection of primary cancers, our proposed computational model also robustly detects tissues of origin of secondary cancers, including metastatic cancers, second primary cancers, and cancers of unknown primaries. Our assessment revealed the ability of this model to characterize pre-cancer samples, a significant step forward in early cancer detection. Deployed broadly this model can deliver accurate diagnosis for a greatly expanded target patient population.


Assuntos
Aprendizado Profundo , Neoplasias , Inteligência Artificial , Humanos , Aprendizado de Máquina , Neoplasias/diagnóstico , Neoplasias/genética , Neoplasias/patologia , Redes Neurais de Computação
5.
Biomed Chromatogr ; 36(11): e5455, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-35876841

RESUMO

Ataxia-telangiectasia-mutated and Rad3-related (ATR) is master regulator of the DNA-damage response that, through multiple mechanisms, can promote cancer cell survival in response to replication stress from sources, including chemotherapy and radiation. Elimusertib (BAY-1895344) is an orally available small-molecule ATR inhibitor currently in preclinical and clinical development for cancer treatment. To support these studies and define elimusertib pharmacokinetics, we developed a HPLC-MS method for its quantitation. A 50-µL volume of plasma was subjected to acetonitrile protein precipitation and then chromatographic separation using a Phenomenex Polar-RP column (2 × 50 mm, 4 µm) and a gradient mobile phase consisting of 0.1% formic acid in acetonitrile and water during a 7-min run time. Mass spectrometric detection was achieved using a SCIEX 4000 triple-stage mass spectrometer with electrospray positive-mode ionization. With a stable isotopic internal standard, the assay was linear from 30 to 5000 ng/mL and proved to be both accurate (93.5-108.2%) and precise (<6.3% coefficient of variation) fulfilling criteria from the Food and Drug Administration guidance on bioanalytical method validation. This LC-MS/MS assay will support several ongoing clinical studies by defining elimusertib pharmacokinetics.


Assuntos
Ataxia Telangiectasia , Espectrometria de Massas em Tandem , Acetonitrilas , Cromatografia Líquida/métodos , DNA , Humanos , Inibidores de Proteínas Quinases , Reprodutibilidade dos Testes , Espectrometria de Massas em Tandem/métodos , Água
6.
Biomed Chromatogr ; 36(3): e5289, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34846750

RESUMO

The Bcl-2 family small molecule inhibitor navitoclax is being clinically evaluated to treat multiple cancers including lymphoid malignancies and small cell lung cancer. A sensitive and reliable method was developed to quantitate navitoclax in human plasma using liquid chromatography with tandem mass spectrometry with which to perform detailed pharmacokinetic studies. Sample preparation involved protein precipitation using acetonitrile. Separation of navitoclax and the internal standard, navitoclax-d8, was achieved with a Waters Acquity UPLC BEH C18 column using isocratic flow over a 3 min total analytical run time. A SCIEX 4500 triple quadrupole mass spectrometer operated in positive electrospray ionization mode was used for the detection of navitoclax. The assay range was 5-5,000 ng/ml and proved to be accurate (89.5-104.9%) and precise (CV ≤ 11%). Long-term frozen plasma stability for navitoclax at -70°C was at least 34 months. The method was applied for the measurement of total plasma concentration of navitoclax in a patient receiving a 250 mg daily oral dose.


Assuntos
Compostos de Anilina , Sulfonamidas , Cromatografia Líquida de Alta Pressão/métodos , Cromatografia Líquida/métodos , Humanos , Reprodutibilidade dos Testes , Espectrometria de Massas em Tandem/métodos
7.
Curr Opin Hematol ; 26(2): 77-87, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30632987

RESUMO

PURPOSE OF REVIEW: Myelodysplastic syndromes (MDS) are a diverse group of clonal disorders of hematopoietic stem or progenitor cells that represent the most common class of acquired bone marrow failure syndromes in adults. Despite significant improvement in the pathologic insight into this group of disorders, therapeutic options remain limited and allogeneic hematopoietic stem-cell transplantation is the only treatment that can induce long-term remission in patients with MDS. The goals of therapy for MDS are based on disease prognostication, with a focus of minimizing transfusion dependence and preserving quality of life in low-risk groups and preventing progression of disease to acute myeloid leukemia in high-risk groups. Given the dearth of approved treatment options, there is a marked need for novel therapies across the board, and there are several novel agents currently in the pipeline. RECENT FINDINGS: Among the promising agents with preclinical and early phase efficacy in higher risk MDS, apoptosis targeting with BCL-2 inhibitors have been a standout. There is also a keen interest in immunotherapy, and targeted agents (genetic, signaling pathways, bispecific antibodies, antibody-drug conjugates, and others described in this review). SUMMARY: In this review, we will highlight some of the promising new agents currently under investigation for the management of MDS.


Assuntos
Antineoplásicos/uso terapêutico , Síndromes Mielodisplásicas/tratamento farmacológico , Humanos
8.
Cancer ; 125(23): 4241-4251, 2019 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-31483484

RESUMO

BACKGROUND: The majority of patients with acute myeloid leukemia (AML) are aged >65 years at the time of diagnosis and are not actively treated. The objective of the current study was to determine the prevalence, temporal trends, and factors associated with no active treatment (NAT) among older patients with AML in the United States. METHODS: A retrospective analysis was performed of Surveillance, Epidemiology, and End Results (SEER)-Medicare data from 14,089 patients with AML residing in the United States who were diagnosed with AML at age ≥66 years during 2001 through 2013. NAT was defined as not receiving any chemotherapy, including hypomethylating agents. Multivariable logistic regression models were used to analyze sociodemographic, clinical, and provider characteristics associated with NAT. RESULTS: The percentage of patients with NAT decreased over time from 59.7% among patients diagnosed in 2001 to 42.8% among those diagnosed in 2013. The median overall survival for the entire cohort was 82 days from the time of diagnosis. Patients treated with NAT had worse survival compared with those receiving active treatment. Variables found to be associated with higher odds of NAT included older age, certain sociodemographic characteristics (household income within the lowest quartile, residence outside the Northeast region of the United States, and being unmarried), and clinical factors (≥3 comorbidities, the presence of mental disorders, recent hospitalization, and disability). CONCLUSIONS: Greater than one-half of older patients with AML residing in the United States do not receive any active leukemia-directed therapy despite the availability of lower intensity therapies such as hypomethylating agents. Lack of active therapy receipt is associated with inferior survival. Identifying predictors of NAT might improve the quality of care and survival in this patient population, especially as novel therapeutic options with lower toxicity are becoming available.


Assuntos
Leucemia Mieloide Aguda/epidemiologia , Programa de SEER/normas , Idoso , Feminino , Humanos , Masculino , Estudos Retrospectivos , Estados Unidos
9.
Cancer ; 125(22): 4084-4095, 2019 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-31381151

RESUMO

BACKGROUND: With improving survival for patients with multiple myeloma (MM), supportive care that is focused on optimizing quality of life and minimizing treatment-related toxicities is increasingly important. The extent to which patients with MM are receiving recommended supportive care is unknown. METHODS: This study used the Surveillance, Epidemiology, and End Results-Medicare database to identify older adults (age ≥66 years) diagnosed with MM in 2008-2013 who had received active treatment and survived 1 year or longer after their diagnosis. Outcomes of interest included guideline-recommended supportive care, which was defined as 1) bone-modifying drugs (BMDs) within the 12 months after the diagnosis, 2) influenza vaccination in the first season after the diagnosis, and 3) concomitant use of prophylactic antivirals with proteasome inhibitors. Multivariable logistic regression models were used to evaluate associations between patient/facility-level characteristics and supportive care use. RESULTS: Among 1996 patients receiving MM-directed therapy, 64%, 52%, and 49% received BMDs, an influenza vaccination, and antiviral prophylaxis, respectively. Non-Hispanic black patients (odds ratio [OR] vs white patients, 0.63; 95% confidence interval [CI], 0.46-0.88) and patients with baseline renal impairment (OR, 0.43; 95% CI, 0.34-0.54) had lower odds of BMDs. Non-Hispanic blacks (OR, 0.52; 95% CI, 0.37-0.73) and those with dual Medicaid enrollment (OR, 0.76; 95% CI, 0.58-0.99) had lower odds of influenza vaccination. Treatment in a community-based setting was associated with reduced odds of antiviral prophylaxis (OR, 0.58; 95% CI, 0.46-0.72). CONCLUSIONS: Substantial underutilization of guideline-recommended supportive care was observed among older adults with MM in the United States, and this was associated with both patient and facility characteristics. Targeted interventions are needed to improve supportive care for patients with MM.


Assuntos
Mieloma Múltiplo/epidemiologia , Cuidados Paliativos , Aceitação pelo Paciente de Cuidados de Saúde , Guias de Prática Clínica como Assunto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Medicaid , Mieloma Múltiplo/diagnóstico , Mieloma Múltiplo/terapia , Cuidados Paliativos/métodos , Cuidados Paliativos/normas , Prognóstico , Vigilância em Saúde Pública , Estados Unidos/epidemiologia , Vacinação
10.
J Natl Compr Canc Netw ; 17(10): 1194-1202, 2019 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-31590152

RESUMO

BACKGROUND: Provider experience, or clinical volume, is associated with improved outcomes in many complex healthcare settings. Despite increased complexity of anticancer therapies, studies evaluating physician-level experience and cancer treatment outcomes are lacking. METHODS: A population-based study was conducted of older adults (aged ≥66 years) diagnosed with B-cell non-Hodgkin's lymphoma in 2004 through 2011 using SEER-Medicare data. Analysis focused on outcomes in patients receiving rituximab, the first approved monoclonal anticancer immunotherapy. We hypothesized that lower physician experience using rituximab and managing its infusion-related reactions would be associated with early treatment discontinuation. A 12-month look-back from each initiation of rituximab was used to categorize physician volume (0, 1-2, or ≥3 initiations per year). Modified Poisson regression was used to account for provider-level correlation and estimated relative risk (RR) of early rituximab discontinuation (<3 cycles within 180 days of rituximab initiation). Cox proportional hazards were used to measure the impact of rituximab discontinuation on survival. RESULTS: Among 15,110 patients who initiated rituximab with 2,684 physicians, 7.6% experienced early rituximab discontinuation. Approximately one-fourth of patients (26.1%) initiated rituximab with a physician who had no rituximab initiations during the preceding 12 months. Compared with patients treated by physicians who had ≥3 rituximab initiations in the prior year, those treated by physicians without initiations were 57% more likely to experience early discontinuation (adjusted RR [aRR], 1.57; 95% CI, 1.35-1.82; P<.001 for 0 vs ≥3, and aRR, 1.19; 95% CI, 1.03-1.37; P=.02 for 1-2 vs ≥3). Additionally, rituximab discontinuation was associated with higher risk of death (adjusted hazard ratio, 1.39; 95% CI, 1.28-1.52; P<.001). CONCLUSIONS: Lower oncologist experience with rituximab was associated with increased risk of early rituximab discontinuation in Medicare beneficiaries with non-Hodgkin's lymphoma. Physician-level volume may be an important factor in providing high-quality cancer care in the modern era.


Assuntos
Antineoplásicos Imunológicos/uso terapêutico , Linfoma não Hodgkin/tratamento farmacológico , Rituximab/uso terapêutico , Idoso , Idoso de 80 Anos ou mais , Antineoplásicos Imunológicos/farmacologia , Feminino , Humanos , Masculino , Rituximab/farmacologia , Resultado do Tratamento
11.
J Natl Compr Canc Netw ; 17(3): 211-219, 2019 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-30865915

RESUMO

ABSTRACTBackground: Current guidelines recommend hydroxyurea (HU) as frontline therapy for patients with high-risk essential thrombocythemia (ET) to prevent thrombosis. However, little is known about the impact of HU on thrombosis or survival among these patients in the real-world setting. PATIENTS AND METHODS: A retrospective cohort study was conducted of older adults (aged ≥66 years) diagnosed with ET from 2007 through 2013 using the linked SEER-Medicare database. Multivariable Cox proportional hazards regression models were used to assess the effect of HU on overall survival, and multivariable competing risk models were used to assess the effect of HU on the occurrence of thrombotic events. RESULTS: Of 1,010 patients, 745 (73.8%) received HU. Treatment with HU was associated with a significantly lower risk of death (hazard ratio [HR], 0.52; 95% CI, 0.43-0.64; P<.01). Every 10% increase in HU proportion of days covered was associated with a 12% decreased risk of death (HR, 0.88; 95% CI, 0.86-0.91; P<.01). Compared with nonusers, HU users also had a significantly lower risk of thrombotic events (HR, 0.51; 95% CI, 0.41-0.64; P<.01). CONCLUSIONS: Although underused in our study population, HU was associated with a reduced incidence of thrombotic events and improved overall survival in older patients with ET.


Assuntos
Hidroxiureia/efeitos adversos , Hidroxiureia/uso terapêutico , Trombocitemia Essencial/complicações , Trombocitemia Essencial/tratamento farmacológico , Trombose/etiologia , Trombose/mortalidade , Idoso , Idoso de 80 Anos ou mais , Feminino , Pesquisas sobre Atenção à Saúde , Humanos , Hidroxiureia/administração & dosagem , Estimativa de Kaplan-Meier , Masculino , Prognóstico , Medição de Risco , Fatores de Risco , Programa de SEER , Trombocitemia Essencial/epidemiologia , Trombocitemia Essencial/mortalidade , Trombose/diagnóstico , Trombose/epidemiologia , Resultado do Tratamento
12.
J Cutan Pathol ; 46(12): 930-934, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31254406

RESUMO

Cutaneous toxicities to DNA methyltransferase inhibitors are variable and include localized injection site reactions, ecchymoses, maculopapular eruptions, and neutrophilic dermatoses including pyoderma gangrenosum, Sweet syndrome, and neutrophilic eccrine hidradenitis. This series describes two patients diagnosed with lobular neutrophilic panniculitis arising during treatment of acute myelogenous leukemia with "hypomethylating drugs," including the first report of its occurrence with a next-generation agent. Differential diagnoses, histopathologic characteristics, treatment considerations, and proposed pathogenesis will be discussed.


Assuntos
Antineoplásicos/toxicidade , Azacitidina/análogos & derivados , Azacitidina/toxicidade , Inibidores Enzimáticos/toxicidade , Paniculite/induzido quimicamente , Dermatopatias/induzido quimicamente , Idoso , Antineoplásicos/administração & dosagem , Antineoplásicos/uso terapêutico , Azacitidina/administração & dosagem , Azacitidina/uso terapêutico , DNA , Diagnóstico Diferencial , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/patologia , Inibidores Enzimáticos/administração & dosagem , Inibidores Enzimáticos/uso terapêutico , Feminino , Glucocorticoides/administração & dosagem , Glucocorticoides/uso terapêutico , Humanos , Leucemia Mieloide Aguda/tratamento farmacológico , Masculino , Metiltransferases/antagonistas & inibidores , Pessoa de Meia-Idade , Neutrófilos/patologia , Paniculite/patologia , Prednisona/administração & dosagem , Prednisona/uso terapêutico , Dermatopatias/patologia , Resultado do Tratamento
13.
PLoS Genet ; 12(10): e1006193, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27723796

RESUMO

For several decades, we have known that epigenetic regulation is disrupted in cancer. Recently, an increasing body of data suggests epigenetics might be an intersection of current cancer research trends: next generation sequencing, immunology, metabolomics, and cell aging. The new emphasis on epigenetics is also related to the increasing production of drugs capable of interfering with epigenetic mechanisms and able to trigger clinical responses in even advanced phase patients. In this review, we will use myeloid malignancies as proof of concept examples of how epigenetic mechanisms can trigger or promote oncogenesis. We will also show how epigenetic mechanisms are related to genetic aberrations, and how they affect other systems, like immune response. Finally, we will show how we can try to influence the fate of cancer cells with epigenetic therapy.


Assuntos
Metilação de DNA/genética , Epigênese Genética , Neoplasias Hematológicas/genética , Transformação Celular Neoplásica/genética , Neoplasias Hematológicas/patologia , Sequenciamento de Nucleotídeos em Larga Escala , Histonas/genética , Humanos
14.
Biol Blood Marrow Transplant ; 24(8): 1754-1758, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29649620

RESUMO

Patients with primary refractory or relapsed acute myeloid leukemia (RR-AML) have very poor prognosis. Due to limited treatment options, some patients are treated with hypomethylating agents (HMAs) due to their tolerability. Little is known about the role of allogeneic hematopoietic stem cell transplantation (HSCT) following HMA therapy in this setting. We retrospectively analyzed an international cohort of 655 RR-AML patients who received HMA therapy to study patterns and outcomes with HSCT. Only 37 patients (5.6%) patients underwent HSCT after HMA therapy. The conditioning regimen was myeloablative in 57% and nonmyeloablative in 43%. Patients received matched unrelated donor, matched sibling, haploidentical and mismatched unrelated HSCT in 56%, 24%, 16% and 4% of cases, respectively. Acute GvHD and chronic GvHD were observed in 40% and 17% of patients. While the median OS for the entire cohort of patients was 15.3 months (95% CI 9.5 - 21.7 months), OS reached 29.7 months (95% CI 7.01 - not-reached) for patients who achieved a complete remission (CR) to HMA and no intervening therapies between HMA therapy and HSCT. Our study suggests that HMA therapy can effectively bridge some patients with RR-AML to HSCT.


Assuntos
Antimetabólitos Antineoplásicos/uso terapêutico , Transplante de Células-Tronco Hematopoéticas/métodos , Leucemia Mieloide Aguda/terapia , Terapia de Salvação/métodos , Condicionamento Pré-Transplante/métodos , Adulto , Idoso , Feminino , Doença Enxerto-Hospedeiro/etiologia , Transplante de Células-Tronco Hematopoéticas/mortalidade , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Terapia de Salvação/mortalidade , Análise de Sobrevida , Condicionamento Pré-Transplante/mortalidade , Transplante Homólogo
15.
Cancer ; 124(21): 4211-4220, 2018 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-30216436

RESUMO

BACKGROUND: Although provider-level volume is frequently associated with outcomes in cancers requiring complex surgeries, whether similar relations exist for cancers treated primarily with systemic therapy is unknown. METHODS: Using a population-based cohort analysis of older adults diagnosed with diffuse large B cell lymphoma (DLBCL) during the years 2004-2011, we evaluated the association between oncologist volume and 4 clinical outcomes (receipt of any chemotherapy, receipt of an anthracycline-containing or equivalent regimen, early hospitalization, and overall survival). Our primary explanatory variable was lymphoma treatment volume, defined as the number of patients with newly diagnosed lymphoma for which an oncologist initiated therapy during a 12-month look-back period from each incident DLBCL case. RESULTS: We identified 8247 Medicare beneficiaries who were newly diagnosed with DLBCL. Chemotherapy was administered to 6202 (75.2%) beneficiaries, and 71.4% of cytotoxic regimens contained an anthracycline. Beneficiaries who were treated by higher-volume oncologists had increased odds of receiving chemotherapy (adjusted odds ratio [aOR], 1.45; 95% confidence interval [CI], 1.24-1.70; P <.001) and of receiving an anthracycline-containing regimen (aOR, 1.26; 95% CI, 1.06-1.50; P = .009). Receiving care from a higher-volume provider was also associated with decreased hospitalization (aOR, 0.80; 95% CI, 0.69-0.95; P = .007) and improved survival (adjusted hazard ratio, 0.85; 95% CI, 0.79-0.92; P < .001). CONCLUSION: In older adults diagnosed with DLBCL, receiving care from a provider with more experience treating lymphoma patients was associated with receipt of guideline-adherent therapy, reduced hospitalizations, and improved survival. Clinical volume may be an important factor in providing high-quality cancer care in the modern era.


Assuntos
Linfoma Difuso de Grandes Células B/diagnóstico , Linfoma Difuso de Grandes Células B/epidemiologia , Linfoma Difuso de Grandes Células B/terapia , Oncologistas/estatística & dados numéricos , Carga de Trabalho/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Humanos , Masculino , Avaliação de Resultados da Assistência ao Paciente , Prognóstico , Qualidade da Assistência à Saúde/estatística & dados numéricos , Estudos Retrospectivos , Programa de SEER , Resultado do Tratamento , Estados Unidos/epidemiologia
16.
Prostate ; 77(5): 437-445, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-27868212

RESUMO

BACKGROUND: To understand the impact of radiotherapy on the development of myelodysplastic syndromes (MDS) and acute myeloid leukemia (AML) among elderly prostate cancer patients. METHODS: We performed a retrospective cohort study of elderly prostate cancer patients diagnosed during 1999-2011 by using the National Cancer Institute's Surveillance, Epidemiology and End Results-Medicare linked database. Competing risk analyses adjusting for patient characteristics were conducted to assess the impact of radiotherapy on the development of subsequent MDS/AML, compared with surgery. RESULTS: Of 32,112 prostate cancer patients, 14,672 underwent radiotherapy, and 17,440 received surgery only. The median follow-up was 4.68 years. A total of 157 (0.47%) prostate cancer patients developed subsequent MDS or AML, and the median time to develop MDS/AML was 3.30 (range: 0.16-9.48) years. Compared with prostate cancer patients who received surgery only, patients who underwent radiotherapy had a significantly increased risk of developing MDS/AML (hazard ratio [HR] =1.51, 95% confidence interval [CI]: 1.07-2.13). When radiotherapy was further categorized by modalities (brachytherapy, conventional conformal radiotherapy, and intensity-modulated radiotherapy [IMRT]), increased risk of second MDS/AML was only observed in the IMRT group (HR = 1.66, 95% CI: 1.09-2.54). CONCLUSIONS: Our findings suggest that radiotherapy for prostate cancer increases the risk of MDS/AML, and the impact may differ by modality. Additional studies with longer follow-up are needed to further clarify the role of radiotherapy in the development of subsequent myeloid malignancies. A better understanding may help patients, physicians, and other stakeholders make more informed treatment decisions. Prostate 77:437-445, 2017. © 2016 Wiley Periodicals, Inc.


Assuntos
Leucemia Mieloide Aguda/epidemiologia , Leucemia Induzida por Radiação/epidemiologia , Síndromes Mielodisplásicas/epidemiologia , Vigilância da População , Neoplasias da Próstata/epidemiologia , Neoplasias da Próstata/radioterapia , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Seguimentos , Humanos , Leucemia Mieloide Aguda/diagnóstico , Leucemia Mieloide Aguda/etiologia , Leucemia Induzida por Radiação/diagnóstico , Leucemia Induzida por Radiação/etiologia , Masculino , Síndromes Mielodisplásicas/diagnóstico , Síndromes Mielodisplásicas/etiologia , Vigilância da População/métodos , Neoplasias da Próstata/diagnóstico , Radioterapia de Intensidade Modulada/efeitos adversos , Estudos Retrospectivos , Fatores de Risco
17.
Cancer ; 123(19): 3662-3672, 2017 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-28759108

RESUMO

Hypomethylating agents (HMAs) have changed the landscape of the management of patients with higher-risk myelodysplastic syndromes (HR-MDS). HMAs have improved hematopoiesis and quality of life and, in the case of azacitidine, prolonged survival in a large randomized trial. However, multiple real-life and registry analyses have demonstrated minimal survival gains at the population level after the approval of HMAs. Furthermore, the 24-month median survival observed with azacitidine in the landmark AZA-001 trial has not been replicated in population-based studies or in other clinical trials using azacitidine monotherapy arms. Herein, we critically review the accumulating data suggesting that the actual survival impact of HMAs, especially azacitidine, in patients with HR-MDS is significantly lower than what was observed in the AZA-001 trial and what often is quoted to patients, and discuss the potential explanations for this discrepancy. We also present the rationale for why front-line clinical trial enrollment should be always considered and discussed with every newly diagnosed patient with HR-MDS rather than defaulting to the routine use of HMAs. Finally, we review the challenges to wider-scale enrollment in front-line HR-MDS clinical trials and suggest solutions to accelerate this process with the ultimate goal of achieving a real and substantial change in the natural history of this aggressive malignancy. Cancer 2017;123:3662-3672. © 2017 American Cancer Society.


Assuntos
Antimetabólitos Antineoplásicos/uso terapêutico , Azacitidina/uso terapêutico , Ensaios Clínicos como Assunto , Síndromes Mielodisplásicas/tratamento farmacológico , Síndromes Mielodisplásicas/mortalidade , Seleção de Pacientes , Azacitidina/análogos & derivados , Decitabina , Humanos , Reprodutibilidade dos Testes , Análise de Sobrevida , Falha de Tratamento
18.
Cancer ; 123(19): 3754-3762, 2017 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-28621841

RESUMO

BACKGROUND: Despite the approval of azacitidine in 2004 and the approval of decitabine in 2006 in the United States for chronic myelomonocytic leukemia (CMML), the overall survival (OS) benefit with hypomethylating agent (HMA) therapy is unclear. METHODS: Older adults (age ≥ 66 years) who had been diagnosed with CMML from 2001 to 2011 were selected from the Surveillance, Epidemiology, and End Results-Medicare database, and propensity score matching was used to match patients who had been diagnosed after HMA approval (2007-2011) and had received HMA treatment with patients diagnosed before HMA approval (2001-2003). Cox proportional hazards models with the matched sample were used to assess the change in OS. A second matched cohort of patients who did not receive HMA after approval and patients diagnosed before HMA approval was used to evaluate survival change attributable to other potential differences between the 2 time periods, such as improved supportive care. RESULTS: Among 1378 older adults diagnosed with CMML, the median OS was 13 months, and 18.8% received HMAs. In the primary matched analysis, with 225 HMA users diagnosed in 2007-2011 and 395 patients diagnosed in 2001-2003, the median OS times were 17 and 11 months, respectively (hazard ratio, 0.72; 95% confidence interval [CI], 0.58-0.91; P = .005). In a secondary analysis, the risk of death did not differ between 395 propensity score-matched HMA nonusers diagnosed in 2007-2011 and 484 patients diagnosed in 2001-2003 (hazard ratio, 1.09; 95% CI, 0.91-1.32; P = .34). CONCLUSIONS: Despite limited evidence, HMAs are commonly used to treat older CMML patients. The use of HMAs was associated with a 28% reduction in the risk of death in adjusted analyses. Improvements in supportive care do not appear to account for temporal improvements in OS. Cancer 2017;123:3754-3762. © 2017 American Cancer Society.


Assuntos
Antimetabólitos Antineoplásicos/uso terapêutico , Azacitidina/análogos & derivados , Azacitidina/uso terapêutico , Leucemia Mielomonocítica Crônica/tratamento farmacológico , Leucemia Mielomonocítica Crônica/mortalidade , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Decitabina , Feminino , Humanos , Estimativa de Kaplan-Meier , Masculino , Medicare/estatística & dados numéricos , Pontuação de Propensão , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Programa de SEER , Estados Unidos
19.
Cancer ; 123(19): 3763-3771, 2017 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-28640385

RESUMO

BACKGROUND: In a recent randomized, placebo-controlled trial, consolidation treatment with brentuximab vedotin (BV) decreased the risk of Hodgkin lymphoma (HL) progression after autologous stem cell transplantation (ASCT). However, the impact of BV consolidation on overall survival, quality of life, and health care costs remain unclear. METHODS: A Markov decision-analytic model was constructed to measure the costs and clinical outcomes for BV consolidation therapy compared with active surveillance in a cohort of patients aged 33 years who were at risk for HL relapse after ASCT. Life-time costs, quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratios (ICERs) were calculated for each post-ASCT strategy. RESULTS: After quality-of-life adjustments and standard discounting, upfront BV consolidation was associated with an improvement of 1.07 QALYs compared with active surveillance plus BV as salvage. However, the strategy of BV consolidation led to significantly higher health care costs ($378,832 vs $219,761), resulting in an ICER for BV consolidation compared with active surveillance of $148,664/QALY. If indication-specific pricing was implemented, then the model-estimated BV price reductions of 18% to 38% for the consolidative setting would translate into ICERs of $100,000 and $50,000 per QALY, respectively. These findings were consistent on 1-way and probabilistic sensitivity analyses. CONCLUSIONS: BV as consolidation therapy under current US pricing is unlikely to be cost effective at a willingness-to-pay threshold of $100,000 per QALY. However, indication-specific price reductions for the consolidative setting could reduce ICERs to widely acceptable values. Cancer 2017. © 2017 American Cancer Society. Cancer 2017;123:3763-3771. © 2017 American Cancer Society.


Assuntos
Quimioterapia de Consolidação/métodos , Transplante de Células-Tronco Hematopoéticas , Doença de Hodgkin/tratamento farmacológico , Doença de Hodgkin/mortalidade , Imunoconjugados/uso terapêutico , Anos de Vida Ajustados por Qualidade de Vida , Adulto , Autoenxertos , Brentuximab Vedotin , Quimioterapia de Consolidação/economia , Análise Custo-Benefício , Progressão da Doença , Custos de Cuidados de Saúde , Doença de Hodgkin/cirurgia , Humanos , Cadeias de Markov , Pessoa de Meia-Idade , Qualidade de Vida
20.
Br J Haematol ; 176(2): 241-247, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27790720

RESUMO

Limited therapies exist for patients with refractory and relapsed (RR) higher-risk myelodysplastic syndromes (HR-MDS) and acute myeloid leukaemia with trilineage dysplasia (AML-TD). High dose (HD) lenalidomide (50 mg) has activity as frontline therapy in elderly AML but there is limited data in the RR setting. This phase II trial included patients with RR HR-MDS or AML-TD at 2 doses of lenalidomide (15 or 50 mg) on days 1-28 of 42-day cycles. The primary endpoint was response rate using the 2006 International Working Group criteria. Overall survival (OS) was estimated by Kaplan-Meier methods. Of 27 patients enrolled, 59% had HR-MDS and 31% AML-TD. No patient had isolated del5q; 41% had poor-risk karyotype. Of 9 patients treated at 15 mg, 56% completed ≥2 cycles with no responses. Of 18 patients treated at 50 mg, 39% completed ≥2 cycles and 11% responded but all experienced grade 3/4 neutropenic fever/infection. The 60-day mortality rate was 30%. Median OS was 114 days with 19% surviving ≥1 year. The study was terminated due to lack of robust clinical activity. In conclusion, lenalidomide at 15 mg is ineffective in RR myeloid malignancies. Continous high dosing schedules are poorly tolerated and minimally active. Further evaluation should be considered in upfront intensive chemotherapy-ineligible patients.


Assuntos
Leucemia Mieloide Aguda/tratamento farmacológico , Síndromes Mielodisplásicas/tratamento farmacológico , Talidomida/análogos & derivados , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Lenalidomida , Leucemia Mieloide Aguda/complicações , Leucemia Mieloide Aguda/mortalidade , Masculino , Pessoa de Meia-Idade , Síndromes Mielodisplásicas/complicações , Síndromes Mielodisplásicas/mortalidade , Neutropenia/induzido quimicamente , Terapia de Salvação/efeitos adversos , Terapia de Salvação/métodos , Terapia de Salvação/mortalidade , Taxa de Sobrevida , Talidomida/administração & dosagem , Talidomida/efeitos adversos , Falha de Tratamento , Resultado do Tratamento
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