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1.
Blood ; 143(17): 1752-1757, 2024 Apr 25.
Artigo em Inglês | MEDLINE | ID: mdl-38194687

RESUMO

ABSTRACT: Monoclonal B-cell lymphocytosis (MBL) progresses to chronic lymphocytic leukemia (CLL) requiring therapy at 1% to 5% per year. Improved prediction of progression would greatly benefit individuals with MBL. Patients with CLL separate into 3 distinct epigenetic subtypes (epitypes) with high prognostic significance, and recently the intermediate epitype has been shown to be enriched for high-risk immunoglobulin lambda variable (IGLV) 3-21 rearrangements, impacting outcomes for these patients. Here, we employed this combined strategy to generate the epigenetic and light chain immunoglobulin (ELCLV3-21) signature to classify 219 individuals with MBL. The ELCLV3-21 high-risk signature distinguished MBL individuals with a high probability of progression (39.9% and 71.1% at 5 and 10 years, respectively). ELCLV3-21 improved the accuracy of predicting time to therapy for individuals with MBL compared with other established prognostic indicators, including the CLL international prognostic index (c-statistic, 0.767 vs 0.668, respectively). Comparing ELCLV3-21 risk groups in MBL vs a cohort of 226 patients with CLL revealed ELCLV3-21 high-risk individuals with MBL had significantly shorter time to therapy (P = .003) and reduced overall survival (P = .03) compared with ELCLV3-21 low-risk individuals with CLL. These results highlight the power of the ELCLV3-21 approach to identify individuals with a higher likelihood of adverse clinical outcome and may provide a more accurate approach to classify individuals with small B-cell clones.


Assuntos
Linfócitos B , Leucemia Linfocítica Crônica de Células B , Linfocitose , Humanos , Linfocitose/genética , Linfocitose/diagnóstico , Linfocitose/imunologia , Leucemia Linfocítica Crônica de Células B/genética , Leucemia Linfocítica Crônica de Células B/imunologia , Leucemia Linfocítica Crônica de Células B/mortalidade , Leucemia Linfocítica Crônica de Células B/diagnóstico , Feminino , Masculino , Linfócitos B/imunologia , Linfócitos B/patologia , Idoso , Pessoa de Meia-Idade , Prognóstico , Epigênese Genética , Idoso de 80 Anos ou mais , Adulto
2.
J Infect Dis ; 229(1): 73-82, 2024 Jan 12.
Artigo em Inglês | MEDLINE | ID: mdl-37433031

RESUMO

BACKGROUND: The 2 cofactors in the etiology of Burkitt lymphoma (BL) are Epstein-Barr virus (EBV) and repeated Plasmodium falciparum malaria infections. This study evaluated EBV loads in mucosal and systemic compartments of children with malaria and controls. Age was analyzed as a covariate because immunity to malaria in endemic regions is age dependent. METHODS: Children (2-10 years) with clinical malaria from Western Kenya and community controls without malaria were enrolled. Saliva and blood samples were collected, EBV viral load was assessed by quantitative polymerase chain reaction, and EpiTYPER MassARRAY was used to assess methylation of 3 different EBV genes. RESULTS: Regardless of the compartment, we detected EBV more frequently in malaria cases compared to controls, although the difference was not significant. When EBV was detected, there were no differences in viral load between cases and controls. However, EBV methylation was significantly lower in the malaria group compared to controls in both plasma and saliva (P < .05), indicating increased EBV lytic replication. In younger children before development of immunity to malaria, there was a significant effect of malaria on EBV load in peripheral blood mononuclear cells (P = .04). CONCLUSIONS: These data suggest that malaria can directly modulate EBV persistence in children, increasing their risk for BL.


Assuntos
Linfoma de Burkitt , Infecções por Vírus Epstein-Barr , Malária , Criança , Humanos , Herpesvirus Humano 4 , Quênia/epidemiologia , Leucócitos Mononucleares , Malária/complicações , Malária/epidemiologia , Linfoma de Burkitt/epidemiologia , Linfoma de Burkitt/etiologia
3.
Genome Res ; 31(5): 747-761, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33707228

RESUMO

Acute myeloid leukemia (AML) is a molecularly complex disease characterized by heterogeneous tumor genetic profiles and involving numerous pathogenic mechanisms and pathways. Integration of molecular data types across multiple patient cohorts may advance current genetic approaches for improved subclassification and understanding of the biology of the disease. Here, we analyzed genome-wide DNA methylation in 649 AML patients using Illumina arrays and identified a configuration of 13 subtypes (termed "epitypes") using unbiased clustering. Integration of genetic data revealed that most epitypes were associated with a certain recurrent mutation (or combination) in a majority of patients, yet other epitypes were largely independent. Epitypes showed developmental blockage at discrete stages of myeloid differentiation, revealing epitypes that retain arrested hematopoietic stem-cell-like phenotypes. Detailed analyses of DNA methylation patterns identified unique patterns of aberrant hyper- and hypomethylation among epitypes, with variable involvement of transcription factors influencing promoter, enhancer, and repressed regions. Patients in epitypes with stem-cell-like methylation features showed inferior overall survival along with up-regulated stem cell gene expression signatures. We further identified a DNA methylation signature involving STAT motifs associated with FLT3-ITD mutations. Finally, DNA methylation signatures were stable at relapse for the large majority of patients, and rare epitype switching accompanied loss of the dominant epitype mutations and reversion to stem-cell-like methylation patterns. These results show that DNA methylation-based classification integrates important molecular features of AML to reveal the diverse pathogenic and biological aspects of the disease.


Assuntos
Metilação de DNA , Leucemia Mieloide Aguda , Humanos , Leucemia Mieloide Aguda/metabolismo , Mutação , Regiões Promotoras Genéticas
4.
J Immunol ; 209(6): 1212-1223, 2022 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-35995507

RESUMO

Chronic lymphocytic leukemia (CLL) is the most common adult leukemia, but, despite advances in treatment, many patients still experience relapse. CLL cells depend on interactions with supportive cells, and nurse-like cells (NLCs) are the major such cell type. However, little is known about how NLCs develop. Here, we performed DNA methylation analysis of CLL patient-derived NLCs using the 850K Illumina array, comparing CD14+ cells at day 1 (monocytes) versus day 14 (NLCs). We found a strong loss of methylation in AP-1 transcription factor binding sites, which may be driven by MAPK signaling. Testing of individual MAPK pathways (MEK, p38, and JNK) revealed a strong dependence on MEK/ERK for NLC development, because treatment of patient samples with the MEK inhibitor trametinib dramatically reduced NLC development in vitro. Using the adoptive transfer Eµ-TCL1 mouse model of CLL, we found that MEK inhibition slowed CLL progression, leading to lower WBC counts and to significantly longer survival time. There were also lower numbers of mouse macrophages, particularly within the M2-like population. In summary, NLC development depends on MEK signaling, and inhibition of MEK leads to increased survival time in vivo. Hence, targeting the MEK/ERK pathway may be an effective treatment strategy for CLL.


Assuntos
Leucemia Linfocítica Crônica de Células B , Animais , Diferenciação Celular , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Leucemia Linfocítica Crônica de Células B/genética , Camundongos , Quinases de Proteína Quinase Ativadas por Mitógeno/metabolismo , Monócitos/metabolismo , Fator de Transcrição AP-1/metabolismo
5.
Haematologica ; 108(10): 2664-2676, 2023 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-37226709

RESUMO

Understanding the molecular and phenotypic heterogeneity of cancer is a prerequisite for effective treatment. For chronic lymphocytic leukemia (CLL), recurrent genetic driver events have been extensively cataloged, but this does not suffice to explain the disease's diverse course. Here, we performed RNA sequencing on 184 CLL patient samples. Unsupervised analysis revealed two major, orthogonal axes of gene expression variation: the first one represented the mutational status of the immunoglobulin heavy variable (IGHV) genes, and concomitantly, the three-group stratification of CLL by global DNA methylation. The second axis aligned with trisomy 12 status and affected chemokine, MAPK and mTOR signaling. We discovered non-additive effects (epistasis) of IGHV mutation status and trisomy 12 on multiple phenotypes, including the expression of 893 genes. Multiple types of epistasis were observed, including synergy, buffering, suppression and inversion, suggesting that molecular understanding of disease heterogeneity requires studying such genetic events not only individually but in combination. We detected strong differentially expressed gene signatures associated with major gene mutations and copy number aberrations including SF3B1, BRAF and TP53, as well as del(17)(p13), del(13)(q14) and del(11)(q22.3) beyond dosage effect. Our study reveals previously underappreciated gene expression signatures for the major molecular subtypes in CLL and the presence of epistasis between them.


Assuntos
Leucemia Linfocítica Crônica de Células B , Humanos , Leucemia Linfocítica Crônica de Células B/genética , Transcriptoma , Trissomia , Prognóstico , Epistasia Genética , Mutação
6.
J Immunol ; 207(6): 1672-1682, 2021 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-34417259

RESUMO

NK cells are known to be developmentally blocked and functionally inhibited in patients with acute myeloid leukemia (AML), resulting in poor clinical outcomes. In this study, we demonstrate that whereas NK cells are inhibited, closely related type 1 innate lymphoid cells (ILC1s) are enriched in the bone marrow of leukemic mice and in patients with AML. Because NK cells and ILC1s share a common precursor (ILCP), we asked if AML acts on the ILCP to alter developmental potential. A combination of ex vivo and in vivo studies revealed that AML skewing of the ILCP toward ILC1s and away from NK cells represented a major mechanism of ILC1 generation. This process was driven by AML-mediated activation of the aryl hydrocarbon receptor (AHR), a key transcription factor in ILCs, as inhibition of AHR led to decreased numbers of ILC1s and increased NK cells in the presence of AML. These results demonstrate a mechanism of ILC developmental skewing in AML and support further preclinical study of AHR inhibition in restoring normal NK cell development and function in the setting of AML.


Assuntos
Diferenciação Celular/imunologia , Imunidade Inata , Células Matadoras Naturais/imunologia , Leucemia Mieloide Aguda/imunologia , Animais , Compostos Azo/farmacologia , Fatores de Transcrição Hélice-Alça-Hélice Básicos/agonistas , Fatores de Transcrição Hélice-Alça-Hélice Básicos/antagonistas & inibidores , Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Medula Óssea/imunologia , Carbazóis/farmacologia , Diferenciação Celular/efeitos dos fármacos , Células Cultivadas , Modelos Animais de Doenças , Feminino , Humanos , Leucemia Mieloide Aguda/sangue , Contagem de Linfócitos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Pirazóis/farmacologia , Receptores de Hidrocarboneto Arílico/agonistas , Receptores de Hidrocarboneto Arílico/antagonistas & inibidores , Receptores de Hidrocarboneto Arílico/metabolismo , Transdução de Sinais/efeitos dos fármacos
7.
J Immunol ; 206(12): 2839-2851, 2021 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-34117106

RESUMO

Neonatal and infant immune responses are characterized by a limited capability to generate protective Ab titers and memory B cells as seen in adults. Multiple studies support an immature or even impaired character of umbilical cord blood (UCB) B cells themselves. In this study, we provide a comprehensive molecular and functional comparison of B cell subsets from UCB and adult peripheral blood. Most UCB B cells have a mature, naive B cell phenotype as seen in adults. The UCB Ig repertoire is highly variable but interindividually conserved, as BCR clonotypes are frequently shared between neonates. Furthermore, UCB B cells show a distinct transcriptional program that confers accelerated responsiveness to stimulation and facilitated IgA class switching. Stimulation drives extensive differentiation into Ab-secreting cells, presumably limiting memory B cell formation. Humanized mice suggest that the distinctness of UCB versus adult B cells is already reflected by the developmental program of hematopoietic precursors, arguing for a layered B-1/B-2 lineage system as in mice, albeit our findings suggest only partial comparability to murine B-1 cells. Our study shows that UCB B cells are not immature or impaired but differ from their adult mature counterpart in a conserved BCR repertoire, efficient IgA class switching, and accelerated, likely transient response dynamics.


Assuntos
Linfócitos B/imunologia , Sangue Fetal/imunologia , Imunoglobulinas/imunologia , Animais , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Camundongos , Camundongos Congênicos , Camundongos Endogâmicos NOD , Receptores de Antígenos de Linfócitos B/imunologia
8.
Blood ; 135(21): 1870-1881, 2020 05 21.
Artigo em Inglês | MEDLINE | ID: mdl-32157281

RESUMO

Despite advances in T-cell immunotherapy against Epstein-Barr virus (EBV)-infected lymphomas that express the full EBV latency III program, a critical barrier has been that most EBV+ lymphomas express the latency I program, in which the single Epstein-Barr nuclear antigen (EBNA1) is produced. EBNA1 is poorly immunogenic, enabling tumors to evade immune responses. Using a high-throughput screen, we identified decitabine as a potent inducer of immunogenic EBV antigens, including LMP1, EBNA2, and EBNA3C. Induction occurs at low doses and persists after removal of decitabine. Decitabine treatment of latency I EBV+ Burkitt lymphoma (BL) sensitized cells to lysis by EBV-specific cytotoxic T cells (EBV-CTLs). In latency I BL xenografts, decitabine followed by EBV-CTLs results in T-cell homing to tumors and inhibition of tumor growth. Collectively, these results identify key epigenetic factors required for latency restriction and highlight a novel therapeutic approach to sensitize EBV+ lymphomas to immunotherapy.


Assuntos
Linfoma de Burkitt/terapia , Decitabina/farmacologia , Epigênese Genética , Infecções por Vírus Epstein-Barr/complicações , Herpesvirus Humano 4/isolamento & purificação , Linfócitos T Citotóxicos/imunologia , Proteínas Virais/antagonistas & inibidores , Animais , Antimetabólitos Antineoplásicos/farmacologia , Apoptose , Linfoma de Burkitt/genética , Linfoma de Burkitt/imunologia , Linfoma de Burkitt/virologia , Proliferação de Células , Infecções por Vírus Epstein-Barr/virologia , Humanos , Imunoterapia , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Células Tumorais Cultivadas , Proteínas Virais/genética , Proteínas Virais/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto
9.
Blood ; 136(5): 585-595, 2020 07 30.
Artigo em Inglês | MEDLINE | ID: mdl-32457988

RESUMO

Epigenetic changes during B-cell differentiation generate distinct DNA methylation signatures specific for B-cell subsets, including memory B cells (MBCs) and plasma cells (PCs). Waldenström macroglobulinemia (WM) is a B-cell malignancy uniquely comprising a mixture of lymphocytic and plasmacytic phenotypes. Here, we integrated genome-wide DNA methylation, transcriptome, mutation, and phenotypic features of tumor cells from 35 MYD88-mutated WM patients in relation to normal plasma and B-cell subsets. Patients naturally segregate into 2 groups according to DNA methylation patterns, related to normal MBC and PC profiles, and reminiscent of other memory and PC-derived malignancies. Concurrent analysis of DNA methylation changes in normal and WM development captured tumor-specific events, highlighting a selective reprogramming of enhancer regions in MBC-like WM and repressed and heterochromatic regions in PC-like WM. MBC-like WM hypomethylation was enriched in motifs belonging to PU.1, TCF3, and OCT2 transcription factors and involved elevated MYD88/TLR pathway activity. PC-like WM displayed marked global hypomethylation and selective overexpression of histone genes. Finally, WM subtypes exhibited differential genetic, phenotypic, and clinical features. MBC-like WM harbored significantly more clonal CXCR4 mutations (P = .015), deletion 13q (P = .006), splenomegaly (P = .02), and thrombocytopenia (P = .004), whereas PC-like WM harbored more deletion 6q (P = .012), gain 6p (P = .033), had increased frequencies of IGHV3 genes (P = .002), CD38 expression (P = 4.1e-5), and plasmacytic differentiation features (P = .008). Together, our findings illustrate a novel approach to subclassify WM patients using DNA methylation and reveal divergent molecular signatures among WM patients.


Assuntos
Subpopulações de Linfócitos B/imunologia , Metilação de DNA/genética , Plasmócitos/imunologia , Macroglobulinemia de Waldenstrom/genética , Macroglobulinemia de Waldenstrom/imunologia , Humanos , Macroglobulinemia de Waldenstrom/classificação
10.
Blood ; 134(8): 688-698, 2019 08 22.
Artigo em Inglês | MEDLINE | ID: mdl-31292113

RESUMO

Alterations in global DNA methylation patterns are a major hallmark of cancer and represent attractive biomarkers for personalized risk stratification. Chronic lymphocytic leukemia (CLL) risk stratification studies typically focus on time to first treatment (TTFT), time to progression (TTP) after treatment, and overall survival (OS). Whereas TTFT risk stratification remains similar over time, TTP and OS have changed dramatically with the introduction of targeted therapies, such as the Bruton tyrosine kinase inhibitor ibrutinib. We have shown that genome-wide DNA methylation patterns in CLL are strongly associated with phenotypic differentiation and patient outcomes. Here, we developed a novel assay, termed methylation-iPLEX (Me-iPLEX), for high-throughput quantification of targeted panels of single cytosine guanine dinucleotides from multiple independent loci. Me-iPLEX was used to classify CLL samples into 1 of 3 known epigenetic subtypes (epitypes). We examined the impact of epitype in 1286 CLL patients from 4 independent cohorts representing a comprehensive view of CLL disease course and therapies. We found that epitype significantly predicted TTFT and OS among newly diagnosed CLL patients. Additionally, epitype predicted TTP and OS with 2 common CLL therapies: chemoimmunotherapy and ibrutinib. Epitype retained significance after stratifying by biologically related biomarkers, immunoglobulin heavy chain mutational status, and ZAP70 expression, as well as other common prognostic markers. Furthermore, among several biological traits enriched between epitypes, we found highly biased immunogenetic features, including IGLV3-21 usage in the poorly characterized intermediate-programmed CLL epitype. In summary, Me-iPLEX is an elegant method to assess epigenetic signatures, including robust classification of CLL epitypes that independently stratify patient risk at diagnosis and time of treatment.


Assuntos
Metilação de DNA , Leucemia Linfocítica Crônica de Células B/genética , Biomarcadores Tumorais/genética , Progressão da Doença , Epigênese Genética , Loci Gênicos , Testes Genéticos , Humanos , Leucemia Linfocítica Crônica de Células B/diagnóstico , Prognóstico
11.
Blood ; 132(10): 999-1006, 2018 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-30037886

RESUMO

Understanding how tumor cells fundamentally alter their identity is critical to identify specific vulnerabilities for use in precision medicine. In B-cell malignancy, knowledge of genetic changes has resulted in great gains in our understanding of the biology of tumor cells, impacting diagnosis, prognosis, and treatment. Despite this knowledge, much remains to be explained as genetic events do not completely explain clinical behavior and outcomes. Many patients lack recurrent driver mutations, and said drivers can persist in nonmalignant cells of healthy individuals remaining cancer-free for decades. Epigenetics has emerged as a valuable avenue to further explain tumor phenotypes. The epigenetic landscape is the software that powers and stabilizes cellular identity by abridging a broad genome into the essential information required per cell. A genome-level view of B-cell malignancies reveals complex but recurrent epigenetic patterns that define tumor types and subtypes, permitting high-resolution classification and novel insight into tumor-specific mechanisms. Epigenetic alterations are guided by distinct cellular processes, such as polycomb-based silencing, transcription, signaling pathways, and transcription factor activity, and involve B-cell-specific aspects, such as activation-induced cytidine deaminase activity and germinal center-specific events. Armed with a detailed knowledge of the epigenetic events that occur across the spectrum of B-cell differentiation, B-cell tumor-specific aberrations can be detected with improved accuracy and serve as a model for identification of tumor-specific events in cancer. Insight gained through recent efforts may prove valuable in guiding the use of both epigenetic- and nonepigenetic-based therapies.


Assuntos
Linfócitos B/metabolismo , Metilação de DNA , DNA de Neoplasias/metabolismo , Epigênese Genética , Regulação Neoplásica da Expressão Gênica , Neoplasias Hematológicas/metabolismo , Animais , Linfócitos B/patologia , Neoplasias Hematológicas/patologia , Humanos
12.
J Immunol ; 200(2): 565-572, 2018 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-29229679

RESUMO

The surface receptor FcγRIIIA (CD16a) is encoded by the FCGR3A gene and is acquired by human NK cells during maturation. NK cells bind the Fc portion of IgG via CD16a and execute Ab-dependent cell-mediated cytotoxicity, which is critical for the effectiveness of several antitumor mAb therapies. The role of epigenetic regulatory mechanisms controlling transcriptional and posttranscriptional CD16 expression in NK cells is unknown. In this study, we compared specific patterns of DNA methylation and expression of FCGR3A with FCGR3B, which differ in cell type-specific expression despite displaying nearly identical genomic sequences. We identified a sequence within the FCGR3A promoter that selectively exhibits reduced methylation in CD16a+ NK cells versus CD16a- NK cells and neutrophils. This region contained the transcriptional start site of the most highly expressed CD16a isoform in NK cells. Luciferase assays revealed remarkable cell-type specificity and methylation-dependent activity of FCGR3A- versus FCGR3B-derived sequences. Genomic differences between FCGR3A and FCGR3B are enriched at CpG dinucleotides, and mutation of variant CpGs reversed cell-type specificity. We further identified miR-218 as a posttranscriptional negative regulator of CD16a in NK cells. Forced overexpression of miR-218 in NK cells knocked down CD16a mRNA and protein expression. Moreover, miR-218 was highly expressed in CD16a- NK cells compared with CD16a+ NK cells. Taken together, we propose a system of FCGR3A regulation in human NK cells in which CpG dinucleotide sequences and concurrent DNA methylation confer developmental and cell type-specific transcriptional regulation, whereas miR-218 provides an additional layer of posttranscriptional regulation during the maturation process.


Assuntos
Epigênese Genética , Regulação da Expressão Gênica no Desenvolvimento , Células Matadoras Naturais/citologia , Células Matadoras Naturais/metabolismo , Processamento Pós-Transcricional do RNA , Receptores de IgG/genética , Diferenciação Celular , Linhagem Celular , Ilhas de CpG , Metilação de DNA , Citometria de Fluxo , Proteínas Ligadas por GPI/genética , Proteínas Ligadas por GPI/metabolismo , Inativação Gênica , Genes Reporter , Humanos , MicroRNAs/genética , Regiões Promotoras Genéticas , Interferência de RNA , Receptores de IgG/metabolismo
13.
Proc Natl Acad Sci U S A ; 114(23): E4641-E4647, 2017 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-28533390

RESUMO

Epithelial growth factor-like 7 (EGFL7) is a protein that is secreted by endothelial cells and plays an important role in angiogenesis. Although EGFL7 is aberrantly overexpressed in solid tumors, its role in leukemia has not been evaluated. Here, we report that levels of both EGFL7 mRNA and EGFL7 protein are increased in blasts of patients with acute myeloid leukemia (AML) compared with normal bone marrow cells. High EGFL7 mRNA expression associates with lower complete remission rates, and shorter event-free and overall survival in older (age ≥60 y) and younger (age <60 y) patients with cytogenetically normal AML. We further show that AML blasts secrete EGFL7 protein and that higher levels of EGFL7 protein are found in the sera from AML patients than in sera from healthy controls. Treatment of patient AML blasts with recombinant EGFL7 in vitro leads to increases in leukemic blast cell growth and levels of phosphorylated AKT. EGFL7 blockade with an anti-EGFL7 antibody reduced the growth potential and viability of AML cells. Our findings demonstrate that increased EGFL7 expression and secretion is an autocrine mechanism supporting growth of leukemic blasts in patients with AML.


Assuntos
Fatores de Crescimento Endotelial/genética , Fatores de Crescimento Endotelial/metabolismo , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/metabolismo , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Proteínas Angiogênicas/antagonistas & inibidores , Proteínas Angiogênicas/genética , Proteínas Angiogênicas/metabolismo , Animais , Anticorpos Bloqueadores/farmacologia , Proteínas de Ligação ao Cálcio , Estudos de Casos e Controles , Linhagem Celular Tumoral , Proliferação de Células , Intervalo Livre de Doença , Família de Proteínas EGF , Fatores de Crescimento Endotelial/antagonistas & inibidores , Feminino , Humanos , Leucemia Mieloide Aguda/terapia , Masculino , Camundongos , MicroRNAs/genética , MicroRNAs/metabolismo , Pessoa de Meia-Idade , Prognóstico , Proteínas/metabolismo , Proteínas/farmacologia , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Proteínas Recombinantes/metabolismo , Proteínas Recombinantes/farmacologia , Fatores de Risco , Regulação para Cima , Adulto Jovem
14.
Lancet Oncol ; 20(11): 1576-1586, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31582354

RESUMO

BACKGROUND: Fludarabine, cyclophosphamide, and rituximab (FCR) has become a gold-standard chemoimmunotherapy regimen for patients with chronic lymphocytic leukaemia. However, the question remains of how to treat treatment-naive patients with IGHV-unmutated chronic lymphocytic leukaemia. We therefore aimed to develop and validate a gene expression signature to identify which of these patients are likely to achieve durable remissions with FCR chemoimmunotherapy. METHODS: We did a retrospective cohort study in two cohorts of treatment-naive patients (aged ≥18 years) with chronic lymphocytic leukaemia. The discovery and training cohort consisted of peripheral blood samples collected from patients treated at the University of Texas MD Anderson Cancer Center (Houston, TX, USA), who fulfilled the diagnostic criteria of the International Workshop on Chronic Lymphocytic Leukemia, had received at least three cycles of FCR chemoimmunotherapy, and had been treated between Oct 10, 2000, and Oct 26, 2006 (ie, the MDACC cohort). We did transcriptional profiling on samples obtained from the MDACC cohort to identify genes associated with time to progression. We did univariate Cox proportional hazards analyses and used significant genes to cluster IGHV-unmutated samples into two groups (intermediate prognosis and unfavourable prognosis). After using cross-validation to assess robustness, we applied the Lasso method to standardise the gene expression values to find a minimum gene signature. We validated this signature in an external cohort of treatment-naive patients with IGHV-unmutated chronic lymphocytic leukaemia enrolled on the CLL8 trial of the German Chronic Lymphocytic Leukaemia Study Group who were treated between July 21, 2003, and April 4, 2006 (ie, the CLL8 cohort). FINDINGS: The MDACC cohort consisted of 101 patients and the CLL8 cohort consisted of 109 patients. Using the MDACC cohort, we identified and developed a 17-gene expression signature that distinguished IGHV-unmutated patients who were likely to achieve a long-term remission following front-line FCR chemoimmunotherapy from those who might benefit from alternative front-line regimens (hazard ratio 3·83, 95% CI 1·94-7·59; p<0·0001). We validated this gene signature in the CLL8 cohort; patients with an unfavourable prognosis versus those with an intermediate prognosis had a cause-specific hazard ratio of 1·90 (95% CI 1·18-3·06; p=0·008). Median time to progression was 39 months (IQR 22-69) for those with an unfavourable prognosis compared with 59 months (28-84) for those with an intermediate prognosis. INTERPRETATION: We have developed a robust, reproducible 17-gene signature that identifies a subset of treatment-naive patients with IGHV-unmutated chronic lymphocytic leukaemia who might substantially benefit from treatment with FCR chemoimmunotherapy. We recommend testing the value of this gene signature in a prospective study that compares FCR treatment with newer alternative therapies as part of a randomised clinical trial. FUNDING: Chronic Lymphocytic Leukaemia Global Research Foundation and the National Institutes of Health/National Cancer Institute.


Assuntos
Antineoplásicos Imunológicos/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Ciclofosfamida/administração & dosagem , Perfilação da Expressão Gênica , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Rituximab/administração & dosagem , Transcriptoma , Vidarabina/análogos & derivados , Idoso , Antineoplásicos Imunológicos/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Ciclofosfamida/efeitos adversos , Progressão da Doença , Feminino , Alemanha , Humanos , Leucemia Linfocítica Crônica de Células B/genética , Leucemia Linfocítica Crônica de Células B/imunologia , Leucemia Linfocítica Crônica de Células B/patologia , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Indução de Remissão , Medição de Risco , Fatores de Risco , Rituximab/efeitos adversos , Texas , Fatores de Tempo , Resultado do Tratamento , Vidarabina/administração & dosagem , Vidarabina/efeitos adversos
15.
Semin Cancer Biol ; 51: 139-148, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-28851627

RESUMO

The epigenetic landscape undergoes a widespread modulation during embryonic development and cell differentiation. Within the hematopoietic system, B cells are perhaps the cell lineage with a more dynamic DNA methylome during their maturation process, which involves approximately one third of all the CpG sites of the genome. Although each B-cell maturation step displays its own DNA methylation fingerprint, the DNA methylome is more extensively modified in particular maturation transitions. These changes are gradually accumulated in specific chromatin environments as cell differentiation progresses and reflect different features and functional states of B cells. Promoters and enhancers of B-cell transcription factors acquire activation-related epigenetic marks and are sequentially expressed in particular maturation windows. These transcription factors further reconfigure the epigenetic marks and activity state of their target sites to regulate the expression of genes related to B-cell functions. Together with this observation, extensive DNA methylation changes in areas outside gene regulatory elements such as hypomethylation of heterochromatic regions and hypermethylation of CpG-rich regions, also take place in mature B cells, which intriguingly have been described as hallmarks of cancer. This process starts in germinal center B cells, a highly proliferative cell type, and becomes particularly apparent in long-lived cells such as memory and plasma cells. Overall, the characterization of the DNA methylome during B-cell differentiation not only provides insights into the complex epigenetic network of regulatory elements that mediate the maturation process but also suggests that late B cells also passively accumulate epigenetic changes related to cell proliferation and longevity.


Assuntos
Linfócitos B/patologia , Diferenciação Celular , Metilação de DNA , Epigênese Genética , Regulação Leucêmica da Expressão Gênica , Animais , Linfócitos B/metabolismo , Genoma Humano , Humanos
16.
Blood ; 130(14): 1644-1648, 2017 10 05.
Artigo em Inglês | MEDLINE | ID: mdl-28801450

RESUMO

Classical hairy cell leukemia (cHCL) is characterized by a near 100% frequency of the BRAFV600E mutation, whereas ∼30% of variant HCLs (vHCLs) have MAP2K1 mutations. However, recurrent genetic alterations cooperating with BRAFV600E or MAP2K1 mutations in HCL, as well as those in MAP2K1 wild-type vHCL, are not well defined. We therefore performed deep targeted mutational and copy number analysis of cHCL (n = 53) and vHCL (n = 8). The most common genetic alteration in cHCL apart from BRAFV600E was heterozygous loss of chromosome 7q, the minimally deleted region of which targeted wild-type BRAF, subdividing cHCL into those hemizygous versus heterozygous for the BRAFV600E mutation. In addition to CDKN1B mutations in cHCL, recurrent inactivating mutations in KMT2C (MLL3) were identified in 15% and 25% of cHCLs and vHCLs, respectively. Moreover, 13% of vHCLs harbored predicted activating mutations in CCND3 A change-of-function mutation in the splicing factor U2AF1 was also present in 13% of vHCLs. Genomic analysis of de novo vemurafenib-resistant cHCL identified a novel gain-of-function mutation in IRS1 and losses of NF1 and NF2, each of which contributed to resistance. These data provide further insight into the genetic bases of cHCL and vHCL and mechanisms of RAF inhibitor resistance encountered clinically.


Assuntos
Leucemia de Células Pilosas/genética , Mutação , Antineoplásicos/farmacologia , Antineoplásicos/uso terapêutico , Ciclina D3/genética , Inibidor de Quinase Dependente de Ciclina p27/genética , Proteínas de Ligação a DNA/genética , Resistencia a Medicamentos Antineoplásicos , Genômica , Humanos , Indóis/farmacologia , Indóis/uso terapêutico , Leucemia de Células Pilosas/tratamento farmacológico , MAP Quinase Quinase 1/genética , Proteínas Proto-Oncogênicas B-raf/genética , Fator de Processamento U2AF/genética , Sulfonamidas/farmacologia , Sulfonamidas/uso terapêutico , Vemurafenib
17.
Blood ; 128(7): 934-47, 2016 08 18.
Artigo em Inglês | MEDLINE | ID: mdl-27297795

RESUMO

Novel agents such as the Bcl-2 inhibitor venetoclax (ABT-199) are changing treatment paradigms for chronic lymphocytic leukemia (CLL) but important problems remain. Although some patients exhibit deep and durable responses to venetoclax as a single agent, other patients harbor subpopulations of resistant leukemia cells that mediate disease recurrence. One hypothesis for the origin of resistance to venetoclax is by kinase-mediated survival signals encountered in proliferation centers that may be unique for individual patients. An in vitro microenvironment model was developed with primary CLL cells that could be incorporated into an automated high-content microscopy-based screen of kinase inhibitors (KIs) to identify agents that may improve venetoclax therapy in a personalized manner. Marked interpatient variability was noted for which KIs were effective; nevertheless, sunitinib was identified as the most common clinically available KI effective in overcoming venetoclax resistance. Examination of the underlying mechanisms indicated that venetoclax resistance may be induced by microenvironmental signals that upregulate antiapoptotic Bcl-xl, Mcl-1, and A1, which can be counteracted more efficiently by sunitinib than by ibrutinib or idelalisib. Although patient-specific drug responses are common, for many patients, combination therapy with sunitinib may significantly improve the therapeutic efficacy of venetoclax.


Assuntos
Compostos Bicíclicos Heterocíclicos com Pontes/uso terapêutico , Avaliação Pré-Clínica de Medicamentos , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Leucemia Linfocítica Crônica de Células B/patologia , Inibidores de Proteínas Quinases/análise , Inibidores de Proteínas Quinases/uso terapêutico , Sulfonamidas/uso terapêutico , Adenina/análogos & derivados , Compostos Bicíclicos Heterocíclicos com Pontes/farmacologia , Microambiente Celular/efeitos dos fármacos , Relação Dose-Resposta a Droga , Humanos , Imageamento Tridimensional , Indóis/farmacologia , Mutação/genética , Piperidinas , Inibidores de Proteínas Quinases/farmacologia , Purinas/farmacologia , Pirazóis/farmacologia , Pirimidinas/farmacologia , Pirróis/farmacologia , Quinazolinonas/farmacologia , Reprodutibilidade dos Testes , Transdução de Sinais/efeitos dos fármacos , Células Estromais/efeitos dos fármacos , Células Estromais/patologia , Sulfonamidas/farmacologia , Sunitinibe , Regulação para Cima/efeitos dos fármacos , Proteína bcl-X/metabolismo
18.
Blood ; 128(6): 816-26, 2016 08 11.
Artigo em Inglês | MEDLINE | ID: mdl-27301861

RESUMO

Chronic lymphocytic leukemia (CLL) with unmutated (U-CLL) or mutated (M-CLL) immunoglobulin gene heavy-chain variable region (IGHV) displays different states of anergy, indicated by reduced surface immunoglobulin M (sIgM) levels and signaling, consequent to chronic (super)antigen exposure. The subsets also differ in the incidence of high-risk genetic aberrations and in DNA methylation profile, preserved from the maturational status of the original cell. We focused on sIgM expression and function, measured as intracellular Ca(2+) mobilization following stimulation, and probed correlations with clinical outcome. The relationship with genetic features and maturation status defined by DNA methylation of an 18-gene panel signature was then investigated. sIgM levels/signaling were higher and less variable in U-CLL than in M-CLL and correlated with disease progression between and within U-CLL and M-CLL. In U-CLL, increased levels/signaling associated with +12, del(17p) or NOTCH1 mutations. In M-CLL, there were fewer genetic lesions, although the methylation maturation status, generally higher than in U-CLL, varied and was increased in cases with lower sIgM levels/signaling. These features revealed heterogeneity in M-CLL and U-CLL with clear clinical correlations. Multivariate analyses with phenotype, genetic lesions, or DNA methylation maturation status identified high sIgM levels as a new potential independent factor for disease progression. Multiple influences on sIgM include the cell of origin, the clonal history of antigen encounter in vivo, and genetic damage. This simple marker compiles these different factors into an indicator worthy of further investigations for prediction of clinical behavior, particularly within the heterogeneous M-CLL subset.


Assuntos
Metilação de DNA , Regulação Leucêmica da Expressão Gênica , Imunoglobulina M/genética , Leucemia Linfocítica Crônica de Células B/genética , Cálcio/metabolismo , Progressão da Doença , Humanos , Cadeias Pesadas de Imunoglobulinas/genética , Imunoglobulina M/análise , Imunoglobulina M/metabolismo , Região Variável de Imunoglobulina/genética , Leucemia Linfocítica Crônica de Células B/metabolismo , Leucemia Linfocítica Crônica de Células B/patologia , Mutação , Receptor Notch1/genética
20.
Nucleic Acids Res ; 43(3): 1485-97, 2015 Feb 18.
Artigo em Inglês | MEDLINE | ID: mdl-25578964

RESUMO

Genome-wide demethylation and remethylation of DNA during early embryogenesis is essential for development. Imprinted germline differentially methylated domains (gDMDs) established by sex-specific methylation in either male or female germ cells, must escape these dynamic changes and sustain precise inheritance of both methylated and unmethylated parental alleles. To identify other, gDMD-like sequences with the same epigenetic inheritance properties, we used a modified embryonic stem (ES) cell line that emulates the early embryonic demethylation and remethylation waves. Transient DNMT1 suppression revealed gDMD-like sequences requiring continuous DNMT1 activity to sustain a highly methylated state. Remethylation of these sequences was also compromised in vivo in a mouse model of transient DNMT1 loss in the preimplantation embryo. These novel regions, possessing heritable epigenetic features similar to imprinted-gDMDs are required for normal physiological and developmental processes and when disrupted are associated with disorders such as cancer and autism spectrum disorders. This study presents new perspectives on DNA methylation heritability during early embryo development that extend beyond conventional imprinted-gDMDs.


Assuntos
DNA (Citosina-5-)-Metiltransferases/genética , Genoma Humano , DNA (Citosina-5-)-Metiltransferase 1 , Metilação de DNA , Humanos
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