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1.
Cancers (Basel) ; 16(6)2024 Mar 11.
Artigo em Inglês | MEDLINE | ID: mdl-38539451

RESUMO

Autologous stem cell transplantation (ASCT) has been a mainstay in myeloma treatment for over three decades, but patient prognosis post-ASCT varies significantly. In a retrospective study of 5259 patients with multiple myeloma (MM) at the University of Arkansas for Medical Sciences undergoing ASCT with a median 57-month follow-up, we divided the dataset into training (70%) and validation (30%) subsets. Employing univariable and multivariable Cox analyses, we systematically assessed 29 clinical variables, identifying crucial adverse prognostic factors, such as extended duration between MM diagnosis and ASCT, elevated serum ferritin, and reduced transferrin levels. These factors could enhance existing prognostic models. Additionally, we pinpointed significant poor prognosis markers like high serum calcium and low platelet counts, though they are applicable to a smaller patient population. Utilizing seven easily accessible high-risk variables, we devised a four-stage system (ATM4S) with primary stage borders determined through K-adaptive partitioning. This staging system underwent validation in both the training dataset and an independent cohort of 514 ASCT-treated MM patients from the University of Iowa. We also explored cytogenetic risk factors within this staging system, emphasizing its potential clinical utility for refining prognostic assessments and guiding personalized treatment approaches.

3.
Nat Commun ; 15(1): 615, 2024 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-38242888

RESUMO

Anti-multiple myeloma B cell maturation antigen (BCMA)-specific chimeric antigen receptor (CAR) T-cell therapies represent a promising treatment strategy with high response rates in myeloma. However, durable cures following anti-BCMA CAR-T cell treatment of myeloma are rare. One potential reason is that a small subset of minimal residual myeloma cells seeds relapse. Residual myeloma cells following BCMA-CAR-T-mediated treatment show less-differentiated features and express stem-like genes, including CD24. CD24-positive myeloma cells represent a large fraction of residual myeloma cells after BCMA-CAR-T therapy. In this work, we develop CD24-CAR-T cells and test their ability to eliminate myeloma cells. We find that CD24-CAR-T cells block the CD24-Siglec-10 pathway, thereby enhancing macrophage phagocytic clearance of myeloma cells. Additionally, CD24-CAR-T cells polarize macrophages to a M1-like phenotype. A dual-targeted BCMA-CD24-CAR-T exhibits improved efficacy compared to monospecific BCMA-CAR-T-cell therapy. This work presents an immunotherapeutic approach that targets myeloma cells and promotes tumor cell clearance by macrophages.


Assuntos
Mieloma Múltiplo , Receptores de Antígenos Quiméricos , Humanos , Mieloma Múltiplo/patologia , Linfócitos T , Antígeno de Maturação de Linfócitos B/genética , Recidiva Local de Neoplasia , Anticorpos , Antígeno CD24
4.
Blood Adv ; 8(3): 703-707, 2024 02 13.
Artigo em Inglês | MEDLINE | ID: mdl-38052037

RESUMO

ABSTRACT: The total therapy (TT) IIIB phase 2 study incorporated bortezomib into tandem melphalan-based hematopoietic stem cell transplantation with dexamethasone, thalidomide, cisplatin, doxorubicin, cyclophosphamide, and etoposide for induction/consolidation and bortezomib, lenalidomide, and dexamethasone (VRD) for maintenance in patients with newly diagnosed multiple myeloma (MM). This updated analysis presents a 15.4-year median follow-up. Of 177 patients, 21% patients had gene expression profile (GEP)-defined high-risk MM. 15-year progression free survival (PFS) was 27.9%. Median PFS was better in GEP-defined low-risk patients at 7.8 years and in International Staging System stage 1 patients at 8.7 years. Overall, median OS was 9.1 years, and 15-year overall survival (OS) was 35.9%. GEP-defined low-risk patients' median OS was 11.2 years, and that of GEP-defined high-risk patients was 2.8 years. There was no difference in OS between TT IIIB and TT IIIA. This study includes the longest follow-up of patients treated with maintenance VRD reported to date. In patients with GEP-defined low-risk, nearly half and one-third of patients without ongoing treatment showed no signs of progression at 10 and 15 years, respectively. One-third of patients survived more than 15 years, but 3 years of VRD maintenance did not improve outcomes for patients with GEP-defined high-risk MM. The study was registered on www.clinicaltrials.gov as #NCT00572169.


Assuntos
Mieloma Múltiplo , Humanos , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/diagnóstico , Bortezomib/uso terapêutico , Seguimentos , Dexametasona/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos
5.
Cell Rep Med ; 4(10): 101214, 2023 10 17.
Artigo em Inglês | MEDLINE | ID: mdl-37794587

RESUMO

Multiple myeloma (MM) growth is supported by an immune-tolerant bone marrow microenvironment. Here, we find that loss of Never in mitosis gene A (NIMA)-related kinase 2 (NEK2) in tumor microenvironmental cells is associated with MM growth suppression. The absence of NEK2 leads to both fewer tumor-associated macrophages (TAMs) and inhibitory T cells. NEK2 expression in myeloid progenitor cells promotes the generation of functional TAMs when stimulated with MM conditional medium. Clinically, high NEK2 expression in MM cells is associated with increased CD8+ T effector memory cells, while low NEK2 is associated with an IFN-γ gene signature and activated T cell response. Inhibition of NEK2 upregulates PD-L1 expression in MM cells and myeloid cells. In a mouse model, the combination of NEK2 inhibitor INH154 with PD-L1 blockade effectively eliminates MM cells and prolongs survival. Our results provide strong evidence that NEK2 inhibition may overcome tumor immune escape and support its further clinical development.


Assuntos
Mieloma Múltiplo , Camundongos , Animais , Mieloma Múltiplo/genética , Mieloma Múltiplo/metabolismo , Antígeno B7-H1/genética , Linfócitos T/metabolismo , Linhagem Celular Tumoral , Células Progenitoras Mieloides/metabolismo , Células Progenitoras Mieloides/patologia , Microambiente Tumoral
6.
J Hematol Oncol ; 16(1): 70, 2023 06 29.
Artigo em Inglês | MEDLINE | ID: mdl-37386588

RESUMO

Multiple myeloma is preceded by monoclonal gammopathy of undetermined significance (MGUS). Serum markers are currently used to stratify MGUS patients into clinical risk groups. A molecular signature predicting MGUS progression has not been produced. We have explored the use of gene expression profiling to risk-stratify MGUS and developed an optimized signature based on large samples with long-term follow-up. Microarrays of plasma cell mRNA from 334 MGUS with stable disease and 40 MGUS that progressed to MM within 10 years, was used to define a molecular signature of MGUS risk. After a three-fold cross-validation analysis, the top thirty-six genes that appeared in each validation and maximized the concordance between risk score and MGUS progression were included in the gene signature (GS36). The GS36 accurately predicted MGUS progression (C-statistic is 0.928). An optimal cut-point for risk of progression by the GS36 score was found to be 0.7, which identified a subset of 61 patients with a 10-year progression probability of 54.1%. The remainder of the 313 patients had a probability of progression of only 2.2%. The sensitivity and specificity were 82.5% and 91.6%. Furthermore, combination of GS36, free light chain ratio and immunoparesis identified a subset of MGUS patients with 82.4% risk of progression to MM within 10 years. A gene expression signature combined with serum markers created a highly robust model for predicting risk of MGUS progression. These findings strongly support the inclusion of genomic analysis in the management of MGUS to identify patients who may benefit from more frequent monitoring.


Assuntos
Gamopatia Monoclonal de Significância Indeterminada , Mieloma Múltiplo , Humanos , Mieloma Múltiplo/diagnóstico , Mieloma Múltiplo/genética , Gamopatia Monoclonal de Significância Indeterminada/diagnóstico , Gamopatia Monoclonal de Significância Indeterminada/genética , Plasmócitos , Perfilação da Expressão Gênica , Genômica
7.
J Clin Med ; 11(6)2022 Mar 16.
Artigo em Inglês | MEDLINE | ID: mdl-35329966

RESUMO

High-dose chemotherapy followed by autologous stem cell transplantation (ASCT) remains the standard of care for multiple myeloma (MM) patients. Although outpatient ASCT has been shown to be safe and feasible, the procedure is overall rare with most patients in the US undergoing inpatient ASCT. Furthermore, hospitalization rates for patients that undergo outpatient ASCT remain high. Adequate markers that predict hospitalization during outpatient ASCT are lacking, yet would be of great clinical value to select patients that are suited to outpatient ASCT. In this study we aimed to elucidate differences between planned outpatient and inpatient ASCT and further evaluated clinical characteristics that are significantly associated with hospitalization during planned outpatient hospitalization. Factors that were significantly associated with a planned inpatient ASCT included an advanced MM disease stage, worse performance status as well as non-Caucasian race, while low albumin levels and female gender were significantly associated with hospitalization during outpatient ASCT. The results of this analysis provide crucial knowledge of factors that are associated with planned inpatient ASCT and hospitalization during outpatient ASCT and could guide the treating physician in decision-making and further facilitate outpatient transplantation.

8.
Cancers (Basel) ; 13(16)2021 Aug 10.
Artigo em Inglês | MEDLINE | ID: mdl-34439174

RESUMO

Daratumumab, a CD38-targeting monoclonal antibody, has significantly improved survival rates in multiple myeloma (MM), yet patients who progress on Daratumumab have dismal clinical outcomes with an overall median of less than 10 months. While emerging novel modalities have shown promising results, the current study explores the use of high-dose chemotherapy followed by autologous stem cell transplantation (ASCT) in heavily pretreated Daratumumab-refractory MM patients. We retrospectively investigated the outcome of 69 consecutive patients who received upfront ASCT. The median progression-free survival (PFS) for the entire patient cohort was 7.2 months with a median overall survival (OS) of 19.3 months. For patients with ≥very good partial response (VGPR), median PFS and OS improved to 9 months and 34 months, respectively. Achievement of MRD negativity in ≥VGPR did not further improve the outcome. A better performance status, younger age, longer time interval from initial MM diagnosis/initial ASCT to salvage ASCT and low-risk GEP70 were all associated with improved PFS and OS after salvage ASCT. Our results suggest a role for salvage ASCT in selected heavily pretreated and Daratumumab-refractory patients.

9.
Blood Cancer J ; 9(8): 62, 2019 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-31399558

RESUMO

Patients with multiple myeloma (MM) accumulate adverse copy number aberrations (CNAs), gains of 1q21, and 17p deletions during disease progression. A subset of these patients develops heightened 1q12 pericentromeric instability and jumping translocations of 1q12 (JT1q12), evidenced by increased copy CNAs of 1q21 and losses in receptor chromosomes (RC). To understand the progression of these aberrations we analyzed metaphase cells of 50 patients with ≥4 CNAs of 1q21 by G-banding, locus specific FISH, and spectral karyotyping. In eight patients with ≥5 CNAs of 1q21 we identified a chromosome instability phenotype similar to that found in ICF syndrome (immunodeficiency, centromeric instability, and facial anomalies). Strikingly, the acquired instability phenotype identified in these patients demonstrates the same transient structural aberrations of 1q12 as those found in ICF syndrome, suggesting similar underlying pathological mechanisms. Four types of clonal aberrations characterize this phenotype including JT1q12s, RC deletions, 1q12-21 breakage-fusion-bridge cycle amplifications, and RC insertions. In addition, recurring transient aberrations include 1q12 decondensation and breakage, triradials, and 1q micronuclei. The acquired self-propagating mobile property of 1q12 satellite DNA drives the continuous regeneration of 1q12 duplication/deletion events. For patients demonstrating this instability phenotype, we propose the term "Jumping 1q Syndrome."


Assuntos
Instabilidade Cromossômica , Cromossomos Humanos Par 1 , Mieloma Múltiplo/genética , Translocação Genética , Progressão da Doença , Humanos , Hibridização in Situ Fluorescente/métodos , Mieloma Múltiplo/diagnóstico , Mieloma Múltiplo/patologia , Prognóstico , Síndrome
10.
Clin Cancer Res ; 23(11): 2665-2672, 2017 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-27810902

RESUMO

Purpose: To determine whether a reduction in the intensity of Total Therapy (TT) reduces toxicity and maintains efficacy.Experimental Design: A total of 289 patients with gene expression profiling (GEP70)-defined low-risk multiple myeloma were randomized between a standard arm (TT4-S) and a light arm (TT4-L). TT4-L employed one instead of two inductions and consolidations. To compensate for potential loss of efficacy of TT4-L, bortezomib and thalidomide were added to fractionated melphalan 50 mg/m2/d for 4 days.Results: Grade ≥3 toxicities and treatment-related mortalities were not reduced in TT4-L. Complete response (CR) rates were virtually identical (P = 0.2; TT4-S, 59%; TT4-L, 61% at 2 years), although CR duration was superior with TT4-S (P = 0.05; TT4-S, 87%; TT4-L, 81% at 2 years). With a median follow-up of 4.5 years, there was no difference in overall survival (OS) and progression-free survival (PFS). Whereas metaphase cytogenetic abnormalities (CAs) tended to be an adverse feature in TT4-S, as with predecessor TT trials, the reverse applied to TT4-L. Employing historical TT3a as training and TT3b as test set, 51 gene probes (GEP51) significantly differentiated the presence and absence of CA (q < 0.0001), seven of which function in DNA replication, recombination, and repair. Applying the GEP51 model to clinical outcomes, OS and PFS were significantly inferior with GEP51/CA in TT4-S; such a difference was not observed in TT4-L.Conclusions: We identified a prognostic CA-linked GEP51 signature, the adversity of which could be overcome by potentially synergizing anti-multiple myeloma effects of melphalan and bortezomib. These exploratory findings require confirmation in a prospective randomized trial. Clin Cancer Res; 23(11); 2665-72. ©2016 AACR.


Assuntos
Bortezomib/administração & dosagem , Melfalan/administração & dosagem , Mieloma Múltiplo/tratamento farmacológico , Talidomida/administração & dosagem , Adulto , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Bortezomib/efeitos adversos , Aberrações Cromossômicas/efeitos dos fármacos , Intervalo Livre de Doença , Feminino , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Humanos , Masculino , Melfalan/efeitos adversos , Metáfase/efeitos dos fármacos , Pessoa de Meia-Idade , Mieloma Múltiplo/genética , Mieloma Múltiplo/patologia , Proteínas de Neoplasias/genética , Prognóstico , Estudos Prospectivos , Talidomida/efeitos adversos
11.
Haematologica ; 100(9): 1214-21, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26022710

RESUMO

Multiple myeloma is preceded by an asymptomatic phase, comprising monoclonal gammopathy of uncertain significance and smoldering myeloma. Compared to the former, smoldering myeloma has a higher and non-uniform rate of progression to clinical myeloma, reflecting a subset of patients with higher risk. We evaluated the gene expression profile of smoldering myeloma plasma cells among 105 patients enrolled in a prospective observational trial at our institution, with a view to identifying a high-risk signature. Baseline clinical, bone marrow, cytogenetic and radiologic data were evaluated for their potential to predict time to therapy for symptomatic myeloma. A gene signature derived from four genes, at an optimal binary cut-point of 9.28, identified 14 patients (13%) with a 2-year therapy risk of 85.7%. Conversely, a low four-gene score (< 9.28) combined with baseline monoclonal protein < 3 g/dL and albumin ≥ 3.5 g/dL identified 61 patients with low-risk smoldering myeloma with a 5.0% chance of progression at 2 years. The top 40 probe sets showed concordance with indices of chromosome instability. These data demonstrate high discriminatory power of a gene-based assay and suggest a role for dysregulation of mitotic checkpoints in the context of genomic instability as a hallmark of high-risk smoldering myeloma.


Assuntos
Genes Neoplásicos , Instabilidade Genômica , Mieloma Múltiplo/genética , Proteínas de Neoplasias/genética , Idoso , Idoso de 80 Anos ou mais , Medula Óssea/patologia , Feminino , Humanos , Masculino , Mieloma Múltiplo/patologia , Estudos Prospectivos
12.
Clin Case Rep ; 3(3): 183-92, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25838910

RESUMO

Assiduous surveillance for genetic aberrations is necessary in patients on cytotoxic therapies to detect therapy-related myeloid neoplasms (t-MN). Current modalities include metaphase cytogenetics and FISH. Since t-MN may develop abruptly in cytogenetically normal patients, a discussion exploring additional methods such as SNP-array and targeted-deep-sequencing to detect subchromosomal abnormalities is needed.

13.
Haematologica ; 98(7): 1147-53, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23716540

RESUMO

Relapsed/refractory multiple myeloma represents a major challenge in multiple myeloma therapy. For patients with relapsed/refractory multiple myeloma, we developed a treatment schema of metronomically scheduled drug therapy. We identified 186 patients who had been treated with metronomic therapy between March 2004 and January 2012 with a median follow up of 24.2 months. Median age was 61 years (range 36-83). Median number of prior therapies was 14 (range 1-51). Median number of completed metronomic therapy cycles was 1 (range 1-5), while 45 of 186 (25%) received 2 or more cycles. Responses included complete remission in 11 of 186 patients (6%), very good partial remission in 12 of 186 (7%), partial remission in 65 of 179 (36%), and minimal response in 29 of 186 (16%), for an overall response rate of 63% (117 of 186). Median overall survival and progression-free survival were 11.2 and 3.6 months, respectively. Hematologic toxicity grading was problematic as 146 of 186 (78%) of patients presented with at least grade 2 thrombocytopenia within 90 days prior to starting metronomic therapy. Grade 4 leukopenia, anemia, and/or thrombocytopenia following metronomic therapy occurred in 108 of 186 (58%), 12 of 186 (6%), and 147 of 186 (79%) patients, respectively. Incidence of grade 3-4 neutropenic fever was 4 of 186 (2%). Most patients (177 of 186, 95%) were treated in an outpatient unit and secondary admissions due to regimen-related toxicity occurred in 37 of 186 (20%). Treatment-related mortality was evident in 2 of 186 (1%). In conclusion, metronomic therapy is an effective late salvage treatment in relapsed/refractory multiple myeloma, with a high overall response rate and a favorable toxicity profile.


Assuntos
Administração Metronômica , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/mortalidade , Recidiva Local de Neoplasia/tratamento farmacológico , Recidiva Local de Neoplasia/mortalidade , Terapia de Salvação/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Cisplatino/administração & dosagem , Dexametasona/administração & dosagem , Doxorrubicina/administração & dosagem , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Taxa de Sobrevida/tendências , Talidomida/administração & dosagem , Resultado do Tratamento
14.
Blood ; 121(23): 4753-7, 2013 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-23603914

RESUMO

Lenalidomide has been linked to myelodysplastic syndrome (MDS) after autotransplants for myeloma. Total therapy trials (TT; TT2(-/+) thalidomide) and TT3 (TT3a with bortezomib, thalidomide; TT3b with additional lenalidomide) offered the opportunity to examine the contribution of these immune-modulatory agents to MDS-associated cytogenetic abnormalities (MDS-CA) and clinical MDS or acute leukemia ("clinical MDS/AL"). Of 1080 patients with serial cytogenetic studies, MDS-CA occurred in 11% and clinical MDS/AL in 3%. Risk features of MDS-CA included TT3b, age ≥65 years, male gender, levels of ß-2-microglobulin >5.5 mg/L, and multiple myeloma relapse. Clinical MDS/AL occurred less frequently in the control arm of TT2 and more often with TT3a and TT3b. Since MDS-CA often antedated clinical disease, periodic cytogenetic monitoring is recommended. Larger CD34 quantities should be collected upfront as the risk of MDS could be reduced by applying higher CD34 doses with transplant. Thus, treatment, host, and myeloma features could be linked to MDS development after therapy for this malignancy. This trial was registered at www.clinicaltrials.gov: TT3A: NCT00081939, TT3B: NCT00572169.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Aberrações Cromossômicas , Leucemia/epidemiologia , Mieloma Múltiplo/tratamento farmacológico , Síndromes Mielodisplásicas/epidemiologia , Recidiva Local de Neoplasia/epidemiologia , Doença Aguda , Adolescente , Adulto , Idoso , Ácidos Borônicos/administração & dosagem , Bortezomib , Feminino , Seguimentos , Humanos , Incidência , Lenalidomida , Leucemia/induzido quimicamente , Leucemia/genética , Masculino , Pessoa de Meia-Idade , Mieloma Múltiplo/complicações , Síndromes Mielodisplásicas/induzido quimicamente , Síndromes Mielodisplásicas/genética , Recidiva Local de Neoplasia/induzido quimicamente , Recidiva Local de Neoplasia/genética , Prognóstico , Pirazinas/administração & dosagem , Fatores de Risco , Talidomida/administração & dosagem , Talidomida/análogos & derivados , Adulto Jovem
15.
Clin Cancer Res ; 18(19): 5499-506, 2012 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-22855579

RESUMO

PURPOSE: Because dexamethasone remains a key component of myeloma therapy, we wished to examine the impact of baseline and relapse expression levels of the glucocorticoid receptor gene NR3C1 on survival outcomes in the context of treatment with or without thalidomide. EXPERIMENTAL DESIGN: We investigated the clinical impact of gene expression profiling (GEP)-derived expression levels of NR3C1 in 351 patients with GEP data available at baseline and in 130 with data available at relapse, among 668 subjects accrued to total therapy 2 (TT2). RESULTS: Low NR3C1 expression levels had a negative impact on progression-free survival (PFS; HR, 1.47; P = 0.030) and overall survival (OS; HR, 1.90; P = 0.002) in the no-thalidomide arm. Conversely, there was a significant clinical benefit of thalidomide for patients with low receptor levels (OS: HR, 0.54; P = 0.015; PFS: HR, 0.54; P = 0.004), mediated most likely by thalidomide's upregulation of NR3C1. In the context of both baseline and relapse parameters, post-relapse survival (PRS) was adversely affected by low NR3C1 levels at relapse in a multivariate analysis (HR, 2.61; P = 0.012). CONCLUSION: These findings justify the inclusion of NR3C1 expression data in the work-up of patients with myeloma as it can significantly influence the choice of therapy and, ultimately, OS. The identification of an interaction term between thalidomide and NR3C1 underscores the importance of pharmacogenomic studies in the systematic study of new drugs.


Assuntos
Biomarcadores Farmacológicos/metabolismo , Mielolipoma , Receptores de Glucocorticoides/metabolismo , Talidomida/administração & dosagem , Idoso , Intervalo Livre de Doença , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Mielolipoma/tratamento farmacológico , Mielolipoma/metabolismo , Mielolipoma/patologia , Modelos de Riscos Proporcionais , Receptores de Glucocorticoides/genética , Recidiva , Resultado do Tratamento
16.
Cancer ; 118(2): 549-57, 2012 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-21720994

RESUMO

BACKGROUND: Venous thromboembolism (VTE) is a significant but poorly understood complication in patients with newly diagnosed multiple myeloma (NDMM). As a result, most patients receive thromboprophylaxis with low molecular weight heparin (LMWH). The purpose of this retrospective study was to identify risk factors for VTE in NDMM and evaluate the effectiveness of LMWH. METHODS: A total of 604 patients with newly diagnosed myeloma completed 3 induction cycles with multiagent chemotherapy with up-front randomization to thalidomide between 1998 and 2004. Prophylactic enoxaparin was given to thalidomide recipients beginning in June 2001, and 122 subjects received prophylactic epoetin alfa (EPO) as part of an exercise trial. The primary study endpoint was grades 3-4 VTE. RESULTS: A total of 72 patients (11.9%) developed VTE (mostly deep venous thrombosis), with a higher incidence among EPO recipients (P = .001), although only significant for upper extremity DVT (P = .0002). The EPO-treated patients had higher hemoglobin (Hb) levels throughout the study (P < .0005), although no relationship between higher Hb levels and increasing incidence of VTE could be shown. A history of VTE was a strong predictor of VTE on univariate analysis (P < .000005). Enoxaparin did not reduce the rate of VTE (P = .158). Logistic regression analysis identified thalidomide therapy (P = .001; odds ratio [OR], 2.428; 95% confidence interval [CI], 1.418-4.159) and prophylactic EPO (P = .002; OR, 2.488; 95% CI, 1.432-4.324) as risk factors for VTE. Myeloma response and survival were not negatively affected by prophylactic EPO or VTE. CONCLUSIONS: Prophylactic EPO, thalidomide therapy, and VTE history, but not higher Hb levels, were found to increase the risk of VTE among NDMM patients receiving multiagent chemotherapy. This risk was not found to be reduced in this population by LMWH thromboprophylaxis.


Assuntos
Anticoagulantes/uso terapêutico , Enoxaparina/uso terapêutico , Eritropoetina/efeitos adversos , Mieloma Múltiplo/tratamento farmacológico , Talidomida/efeitos adversos , Tromboembolia Venosa/prevenção & controle , Adulto , Idoso , Epoetina alfa , Eritropoetina/administração & dosagem , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Proteínas Recombinantes/administração & dosagem , Proteínas Recombinantes/efeitos adversos , Fatores de Risco , Tromboembolia Venosa/induzido quimicamente
17.
Bioinformatics ; 18(2): 327-8, 2002 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-11847084

RESUMO

Clinical GeneOrganizer (CGO) is a novel windows-based archiving, organization and data mining software for the integration of gene expression profiling in clinical medicine. The program implements various user-friendly tools and extracts data for further statistical analysis. This software was written for Affymetrix GeneChip *.txt files, but can also be used for any other microarray-derived data. The MS-SQL server version acts as a data mart and links microarray data with clinical parameters of any other existing database and therefore represents a valuable tool for combining gene expression analysis and clinical disease characteristics.


Assuntos
Perfilação da Expressão Gênica/estatística & dados numéricos , Análise de Sequência com Séries de Oligonucleotídeos/estatística & dados numéricos , Software , Biologia Computacional , Sistemas de Gerenciamento de Base de Dados , Humanos
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