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1.
JCO Precis Oncol ; 6: e2100326, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35442720

RESUMO

PURPOSE: Most cases of pediatric acute leukemia occur in low- and middle-income countries, where health centers lack the tools required for accurate diagnosis and disease classification. Recent research shows the robustness of using unbiased short-read RNA sequencing to classify genomic subtypes of acute leukemia. Compared with short-read sequencing, nanopore sequencing has low capital and consumable costs, making it suitable for use in locations with limited health infrastructure. MATERIALS AND METHODS: We show the feasibility of nanopore mRNA sequencing on 134 cryopreserved acute leukemia specimens (26 acute myeloid leukemia [AML], 73 B-lineage acute lymphoblastic leukemia [B-ALL], 34 T-lineage acute lymphoblastic leukemia, and one acute undifferentiated leukemia). Using multiple library preparation approaches, we generated long-read transcripts for each sample. We developed a novel composite classification approach to predict acute leukemia lineage and major B-ALL and AML molecular subtypes directly from gene expression profiles. RESULTS: We demonstrate accurate classification of acute leukemia samples into AML, B-ALL, or T-lineage acute lymphoblastic leukemia (96.2% of cases are classifiable with a probability of > 0.8, with 100% accuracy) and further classification into clinically actionable genomic subtypes using shallow RNA nanopore sequencing, with 96.2% accuracy for major AML subtypes and 94.1% accuracy for major B-lineage acute lymphoblastic leukemia subtypes. CONCLUSION: Transcriptional profiling of acute leukemia samples using nanopore technology for diagnostic classification is feasible and accurate, which has the potential to improve the accuracy of cancer diagnosis in low-resource settings.


Assuntos
Leucemia Mieloide Aguda , Sequenciamento por Nanoporos , Nanoporos , Leucemia-Linfoma Linfoblástico de Células Precursoras , Leucemia-Linfoma Linfoblástico de Células T Precursoras , Doença Aguda , Criança , Humanos , Leucemia Mieloide Aguda/diagnóstico , Leucemia-Linfoma Linfoblástico de Células Precursoras/diagnóstico , Leucemia-Linfoma Linfoblástico de Células T Precursoras/diagnóstico , RNA Mensageiro/genética
2.
Blood ; 138(11): 948-958, 2021 09 16.
Artigo em Inglês | MEDLINE | ID: mdl-33895809

RESUMO

Genomic classification has improved risk assignment of pediatric, but not adult B-lineage acute lymphoblastic leukemia (B-ALL). The international UKALLXII/ECOG-ACRIN E2993 (#NCT00002514) trial accrued 1229 adolescent/adult patients with BCR-ABL1- B-ALL (aged 14 to 65 years). Although 93% of patients achieved remission, 41% relapsed at a median of 13 months (range, 28 days to 12 years). Five-year overall survival (OS) was 42% (95% confidence interval, 39, 44). Transcriptome sequencing, gene expression profiling, cytogenetics, and fusion polymerase chain reaction enabled genomic subtyping of 282 patient samples, of which 264 were eligible for trial, accounting for 64.5% of E2993 patients. Among patients with outcome data, 29.5% with favorable outcomes (5-year OS 65% to 80%) were deemed standard risk (DUX4-rearranged [9.2%], ETV6-RUNX1/-like [2.3%], TCF3-PBX1 [6.9%], PAX5 P80R [4.1%], high-hyperdiploid [6.9%]); 50.2% had high-risk genotypes with 5-year OS of 0% to 27% (Ph-like [21.2%], KMT2A-AFF1 [12%], low-hypodiploid/near-haploid [14.3%], BCL2/MYC-rearranged [2.8%]); 20.3% had intermediate-risk genotypes with 5-year OS of 33% to 45% (PAX5alt [12.4%], ZNF384/-like [5.1%], MEF2D-rearranged [2.8%]). IKZF1 alterations occurred in 86% of Ph-like, and TP53 mutations in patients who were low-hypodiploid (54%) and BCL2/MYC-rearranged (33%) but were not independently associated with outcome. Of patients considered high risk based on presenting age and white blood cell count, 40% harbored subtype-defining genetic alterations associated with standard- or intermediate-risk outcomes. We identified distinct immunophenotypic features for DUX4-rearranged, PAX5 P80R, ZNF384-R/-like, and Ph-like genotypes. These data in a large adult B-ALL cohort treated with a non-risk-adapted approach on a single trial show the prognostic importance of genomic analyses, which may translate into future therapeutic benefits.


Assuntos
Proteínas de Fusão bcr-abl/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras B/diagnóstico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Transcriptoma , Adolescente , Adulto , Feminino , Rearranjo Gênico , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , Leucemia-Linfoma Linfoblástico de Células Precursoras B/terapia , Prognóstico , Proteínas Proto-Oncogênicas c-abl/genética , Proteínas Proto-Oncogênicas c-bcr/genética , Medição de Risco , Adulto Jovem
3.
Hematology Am Soc Hematol Educ Program ; 2018(1): 25-34, 2018 11 30.
Artigo em Inglês | MEDLINE | ID: mdl-30504288

RESUMO

Therapeutic options for acute lymphoblastic leukemia, especially in the relapsed/refractory setting, have expanded significantly in recent times. However, this comes at the cost of toxicities: medical as well as financial. We highlight some of the unique toxicities associated with the novel agents to apprise our readers about what to expect, how to recognize them, and how to manage these toxicities. One of the toxicities seen with inotuzumab, a CD22 antibody drug conjugate, is sinusoidal obstruction syndrome, which can be fatal in >80% of patients if associated with multiorgan failure. Blinatumomab, a monoclonal antibody targeting CD19, is associated with cytokine release syndrome (CRS) and neurotoxicity, both of which require prompt recognition and management primarily with corticosteroids. CRS and neurotoxicity are more common and more severe with chimeric antigen receptor T-cell therapy (CAR-T). The fact that CAR-T cannot be discontinued on demand adds a layer of complexity to the management of related toxicities of this therapy. Tocilizumab, an interleukin-6 receptor blocker, is used to treat severe CRS from CAR-T, whereas corticosteroids remain the mainstay for neurotoxicity management. Although effective, these drugs carry a high price tag, and we review the available data on cost-effectiveness of these agents, keeping in mind that median follow-up on most of these studies is limited and that long-term data on durability of response remain to be seen.


Assuntos
Anticorpos Biespecíficos , Anticorpos Monoclonais Humanizados , Imunoterapia Adotiva , Leucemia-Linfoma Linfoblástico de Células Precursoras/economia , Leucemia-Linfoma Linfoblástico de Células Precursoras/terapia , Receptores de Antígenos Quiméricos , Anticorpos Biespecíficos/economia , Anticorpos Biespecíficos/uso terapêutico , Anticorpos Monoclonais Humanizados/efeitos adversos , Anticorpos Monoclonais Humanizados/economia , Anticorpos Monoclonais Humanizados/uso terapêutico , Custos e Análise de Custo , Hepatopatia Veno-Oclusiva/induzido quimicamente , Hepatopatia Veno-Oclusiva/economia , Hepatopatia Veno-Oclusiva/patologia , Humanos , Imunoterapia Adotiva/efeitos adversos , Imunoterapia Adotiva/economia , Imunoterapia Adotiva/métodos , Inotuzumab Ozogamicina , Síndromes Neurotóxicas/economia , Síndromes Neurotóxicas/imunologia , Síndromes Neurotóxicas/patologia , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia
4.
Blood Adv ; 2(22): 3393-3403, 2018 11 27.
Artigo em Inglês | MEDLINE | ID: mdl-30482769

RESUMO

Therapeutic options for acute lymphoblastic leukemia, especially in the relapsed/refractory setting, have expanded significantly in recent times. However, this comes at the cost of toxicities: medical as well as financial. We highlight some of the unique toxicities associated with the novel agents to apprise our readers about what to expect, how to recognize them, and how to manage these toxicities. One of the toxicities seen with inotuzumab, a CD22 antibody drug conjugate, is sinusoidal obstruction syndrome, which can be fatal in >80% of patients if associated with multiorgan failure. Blinatumomab, a monoclonal antibody targeting CD19, is associated with cytokine release syndrome (CRS) and neurotoxicity, both of which require prompt recognition and management primarily with corticosteroids. CRS and neurotoxicity are more common and more severe with chimeric antigen receptor T-cell therapy (CAR-T). The fact that CAR-T cannot be discontinued on demand adds a layer of complexity to the management of related toxicities of this therapy. Tocilizumab, an interleukin-6 receptor blocker, is used to treat severe CRS from CAR-T, whereas corticosteroids remain the mainstay for neurotoxicity management. Although effective, these drugs carry a high price tag, and we review the available data on cost-effectiveness of these agents, keeping in mind that median follow-up on most of these studies is limited and that long-term data on durability of response remain to be seen.


Assuntos
Imunoterapia , Leucemia-Linfoma Linfoblástico de Células Precursoras/terapia , Anticorpos Biespecíficos/efeitos adversos , Anticorpos Biespecíficos/uso terapêutico , Anticorpos Monoclonais Humanizados/efeitos adversos , Anticorpos Monoclonais Humanizados/uso terapêutico , Hepatopatia Veno-Oclusiva/tratamento farmacológico , Hepatopatia Veno-Oclusiva/economia , Hepatopatia Veno-Oclusiva/etiologia , Humanos , Imunoterapia Adotiva , Inotuzumab Ozogamicina , Síndromes Neurotóxicas/etiologia , Polidesoxirribonucleotídeos/uso terapêutico , Leucemia-Linfoma Linfoblástico de Células Precursoras/economia
5.
Leuk Lymphoma ; 58(11): 2588-2597, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-28482728

RESUMO

The optimal antithrombin(AT) activity parameters for replacement as thromboprophylaxis following asparaginase remains unclear. This single-center, retrospective study evaluated two sets of AT replacement thresholds and targets in adults receiving asparaginase-containing chemotherapy. AT supplementation adhered to institutional standards, which lowered the AT activity target from 100% to 80% in 6/2014. Ninety-two patients were evaluated. Cumulative thrombosis incidence was 16% at 6 months (95%CI:6.8-24.0, maximum follow-up 315 days) with similar incidence between the 80% and 100% target groups, 14% (2 of the 14) and 13% (10 of the 78), respectively, with a small non-Line-Related DVT incidence (3%). Most thrombotic events occurred during induction chemotherapy and demonstrated no associations with replacement target, cumulative days or cumulative area under AT activity target, number of asparaginase doses, or cumulative asparaginase dose. Median estimated AT replacement expenditure was $34,963USD (IQR $16,260USD to $79,319USD) per patient. Cost-effectiveness and optimization of AT replacement for thromboprophylaxis following asparaginase requires prospective evaluation.


Assuntos
Antitrombinas/uso terapêutico , Asparaginase/uso terapêutico , Neoplasias Hematológicas/tratamento farmacológico , Trombose/prevenção & controle , Adulto , Antitrombinas/economia , Análise Custo-Benefício , Estudos de Viabilidade , Feminino , Neoplasias Hematológicas/complicações , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde/economia , Avaliação de Resultados em Cuidados de Saúde/métodos , Avaliação de Resultados em Cuidados de Saúde/estatística & dados numéricos , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Trombose/complicações
6.
Biol Blood Marrow Transplant ; 22(9): 1710-1716, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27343721

RESUMO

Hematopoietic stem cell transplantation (HSCT) is a potentially curative treatment for patients with blood disorders and genetic diseases. Approximately 70% of the HSCTs currently performed in the United States use stems cells from an unrelated donor who donated voluntarily. Medical students (MS) are a young, diverse, influential population whose willingness to engage in altruistic acts, such as donating stem cells, may be correlated with knowledge on the topic. A literature gap exists in MS perspectives towards HSCT and the bone marrow registry (BMR) and prior studies suggest that misconceptions about donation deter MS from participation on the BMR, which may decrease opportunities to educate other potential donors. We performed a cross-sectional survey among the 4-year cohort of MS at Mayo Medical School in Rochester, Minnesota. The questionnaire evaluated multiple areas including whether MS were current members of the BMR and/or prior blood donors, MS current knowledge on donor eligibility (DE) and the donation process (DP), MS familiarity with HSCT and the DP, and MS attitudes towards joining the BMR and towards donating stem cells. The responses were analyzed and assessed alongside a self-reported, standardized scale measuring students' altruistic behaviors. There were 99 out of 247 potential respondents (40%), with 45% (n = 44) of MS in preclinical years 1 or 2, 37% (n = 37) in clinical years 3 or 4, and 18% (n = 18) in research or alternative portions of their training, of which 43% (n = 41) in total were current BMR members. BMR status correlated positively with prior blood donation (P = .015) and female sex (P = .014). Respondents had a 57.7% and 63.7% average correct response rate regarding knowledge of DE and DP, respectively, with knowledge of DE not surprisingly higher in BMR members (P < .0001). The majority of MS surveyed, 68% (n = 65), had learned about HSCT during medical school. BMR status correlated with the following attitudes towards donating stem cells: lower concern with all evaluated aspects of HSCT-time, cost, pain, and side effects (for all subsections, P < .05) but not with the altruism score (P = .32). The mean altruism score for respondents was 59.9 ± 11.3 (of a possible 100 points) with no significant difference in age, race, sex, level of training, or participation in the BMR. Altruism scores did not directly correlate with lower concern with aspects of time, cost, and pain of HSCT but did with long-term side effects (P = .021). This latter correlation was regardless of BMR status. Among MS, positive predictors for participation in the BMR included prior blood donation and female sex. BMR status did not ensure knowledge of all aspects of donating stem cells, but it correlated with less concern regarding the DP and was unrelated to altruism score. Improving knowledge gaps regarding the BMR and HSCT for the next generation of physicians and health care providers through expanded medical education curriculum may be beneficial to for the recruitment and retention of donor populations to the BMR.


Assuntos
Conhecimentos, Atitudes e Prática em Saúde , Células-Tronco Hematopoéticas/citologia , Doadores Vivos/provisão & distribuição , Motivação , Estudantes de Medicina/psicologia , Adulto , Altruísmo , Custos e Análise de Custo , Estudos Transversais , Feminino , Humanos , Doadores Vivos/psicologia , Masculino , Dor , Sistema de Registros , Inquéritos e Questionários , Adulto Jovem
7.
Biol Blood Marrow Transplant ; 19(1): 87-93, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22922211

RESUMO

Historically, up to 30% of patients were unable to collect adequate numbers of peripheral blood stem cells (PBSCs) for autologous stem cell transplantation (ASCT). Plerixafor in combination with granulocyte colony-stimulating factor (G-CSF) has shown superior results in mobilizing peripheral blood (PB) CD34+ cells in comparison to G-CSF alone, but its high cost limits general use. We developed and evaluated risk-adapted algorithms for optimal utilization of plerixafor. In plerixafor-1, PBSC mobilization was commenced with G-CSF alone, and if PB CD34 on day 4 or day 5 was <10/µL, plerixafor was administered in the evening, and apheresis commenced the next day. In addition, if on any day, the daily yield was <0.5 × 10(6) CD34/kg, plerixafor was added. Subsequently, the algorithm was revised (plerixafor-2) with lower thresholds. If day-4 PB CD34 <10/µL for single or <20/µL for multiple transplantations, or day-1 yield was <1.5 × 10(6) CD34/kg, or any subsequent daily yield was <0.5 × 10(6) CD34/kg, plerixafor was added. Three time periods were analyzed for results and associated costs: January to December 2008 (baseline cohort; 319 mobilization attempts in 278 patients); February to November 2009 (plerixafor-1; 221 mobilization attempts in 216 patients); and December 2009 to June 2010 (plerixafor-2; 100 mobilization attempts in 98 patients). Plerixafor-2 shows a significant improvement in PB CD34 collection, increased number of patients reaching minimum and optimal goals, fewer days of apheresis, and fewer days of mobilization/collection, albeit at increased costs. In conclusion, although the earlier identification of ineffective PBSC mobilization and initiation of plerixafor (plerixafor-2) increases the per-patient costs of PBSC mobilization, failure rates, days of apheresis, and total days of mobilization/collection are lower.


Assuntos
Algoritmos , Mobilização de Células-Tronco Hematopoéticas/economia , Compostos Heterocíclicos/economia , Transplante de Células-Tronco de Sangue Periférico/economia , Adulto , Idoso , Benzilaminas , Estudos de Casos e Controles , Custos e Análise de Custo , Ciclamos , Feminino , Mobilização de Células-Tronco Hematopoéticas/métodos , Compostos Heterocíclicos/administração & dosagem , Compostos Heterocíclicos/efeitos adversos , Humanos , Linfoma não Hodgkin/economia , Linfoma não Hodgkin/terapia , Masculino , Pessoa de Meia-Idade , Plasmocitoma/economia , Plasmocitoma/terapia , Fatores de Risco , Fatores de Tempo , Transplante Autólogo
8.
Leuk Res ; 33(9): 1199-203, 2009 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-19250674

RESUMO

Quality of life (QoL) in patients with myelofibrosis (MF) is severely compromised by severe constitutional symptoms (i.e. fatigue, night sweats, fever, weight loss), pruritus, and symptoms from frequently massive hepatosplenomegaly. Given that no current instrument of patient reported outcomes (PRO) exists that covers the unique spectrum of symptomatology seen in MF patients, we sought to develop a new PRO instrument for MF patients for use in therapeutic clinical trials. Utilizing data from an international Internet-based survey of 458 patients with MF we created a 20-item instrument (MFSAF: Myelofibrosis Symptom Assessment Form) which measures the symptoms reported by >10% of MF patients and includes a measure of QoL. We subsequently validated the MFSAF in a prospective trial of MF patients involving patient and provider feedback, as well as comparison to other validated instruments used in cancer patients. The MFSAF results were highly correlated with other instruments, judged comprehensive and understandable by patients, and should be considered for evaluation of MF symptoms in therapeutic trials.


Assuntos
Mielofibrose Primária/terapia , Qualidade de Vida , Humanos , Mielofibrose Primária/fisiopatologia , Inquéritos e Questionários
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