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1.
Blood ; 139(16): 2471-2482, 2022 04 21.
Artigo em Inglês | MEDLINE | ID: mdl-35134130

RESUMO

The accessibility of cell surface proteins makes them tractable for targeting by cancer immunotherapy, but identifying suitable targets remains challenging. Here we describe plasma membrane profiling of primary human myeloma cells to identify an unprecedented number of cell surface proteins of a primary cancer. We used a novel approach to prioritize immunotherapy targets and identified a cell surface protein not previously implicated in myeloma, semaphorin-4A (SEMA4A). Using knock-down by short-hairpin RNA and CRISPR/nuclease-dead Cas9 (dCas9), we show that expression of SEMA4A is essential for normal myeloma cell growth in vitro, indicating that myeloma cells cannot downregulate the protein to avoid detection. We further show that SEMA4A would not be identified as a myeloma therapeutic target by standard CRISPR/Cas9 knockout screens because of exon skipping. Finally, we potently and selectively targeted SEMA4A with a novel antibody-drug conjugate in vitro and in vivo.


Assuntos
Mieloma Múltiplo , Semaforinas , Membrana Celular/metabolismo , Humanos , Fatores Imunológicos , Imunoterapia , Proteínas de Membrana , Mieloma Múltiplo/genética , Mieloma Múltiplo/terapia , Proteômica , Semaforinas/genética , Semaforinas/metabolismo
2.
Blood ; 137(26): 3604-3615, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-33649772

RESUMO

Venetoclax is a highly potent, selective BCL2 inhibitor capable of inducing apoptosis in cells dependent on BCL2 for survival. Most myeloma is MCL1-dependent; however, a subset of myeloma enriched for translocation t(11;14) is codependent on BCL2 and thus sensitive to venetoclax. The biology underlying this heterogeneity remains poorly understood. We show that knockdown of cyclin D1 does not induce resistance to venetoclax, arguing against a direct role for cyclin D1 in venetoclax sensitivity. To identify other factors contributing to venetoclax response, we studied a panel of 31 myeloma cell lines and 25 patient samples tested for venetoclax sensitivity. In cell lines, we corroborated our previous observation that BIM binding to BCL2 correlates with venetoclax response and further showed that knockout of BIM results in decreased venetoclax sensitivity. RNA-sequencing analysis identified expression of B-cell genes as enriched in venetoclax-sensitive myeloma, although no single gene consistently delineated sensitive and resistant cells. However, a panel of cell surface makers correlated well with ex vivo prediction of venetoclax response in 21 patient samples and may serve as a biomarker independent of t(11;14). Assay for transposase-accessible chromatin sequencing of myeloma cell lines also identified an epigenetic program in venetoclax-sensitive cells that was more similar to B cells than that of venetoclax-resistant cells, as well as enrichment for basic leucine zipper domain-binding motifs such as BATF. Together, these data indicate that remnants of B-cell biology are associated with BCL2 dependency and point to novel biomarkers of venetoclax-sensitive myeloma independent of t(11;14).


Assuntos
Linfócitos B/metabolismo , Compostos Bicíclicos Heterocíclicos com Pontes/farmacologia , Epigênese Genética/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Mieloma Múltiplo , Sulfonamidas/farmacologia , Fatores de Transcrição de Zíper de Leucina Básica/genética , Fatores de Transcrição de Zíper de Leucina Básica/metabolismo , Linhagem Celular Tumoral , Cromossomos Humanos Par 11/genética , Cromossomos Humanos Par 11/metabolismo , Cromossomos Humanos Par 14/genética , Cromossomos Humanos Par 14/metabolismo , Ciclina D1/genética , Ciclina D1/metabolismo , Técnicas de Silenciamento de Genes , Humanos , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/genética , Mieloma Múltiplo/metabolismo , Proteínas Proto-Oncogênicas c-bcl-2/genética , Proteínas Proto-Oncogênicas c-bcl-2/metabolismo , Translocação Genética/efeitos dos fármacos
3.
BMC Bioinformatics ; 21(1): 98, 2020 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-32143562

RESUMO

BACKGROUND: Cancer associated copy number variation (CNV) events provide important information for identifying patient subgroups and suggesting treatment strategies. Technical and logistical issues, however, make it challenging to accurately detect abnormal copy number events in a cost-effective manner in clinical studies. RESULTS: Here we present CNV Radar, a software tool that utilizes next-generation sequencing read depth information and variant allele frequency patterns, to infer the true copy number status of genes and genomic regions from whole exome sequencing data. Evaluation of CNV Radar in a public multiple myeloma dataset demonstrated that CNV Radar was able to detect a variety of CNVs associated with risk of progression, and we observed > 70% concordance with fluorescence in situ hybridization (FISH) results. Compared to other CNV callers, CNV Radar showed high sensitivity and specificity. Similar results were observed when comparing CNV Radar calls to single nucleotide polymorphism array results from acute myeloid leukemia and prostate cancer datasets available on TCGA. More importantly, CNV Radar demonstrated its utility in the clinical trial setting: in POLLUX and CASTOR, two phase 3 studies in patients with relapsed or refractory multiple myeloma, we observed a high concordance rate with FISH for del17p, a risk defining CNV event (88% in POLLUX and 90% in CASTOR), therefore allowing for efficacy assessments in clinically relevant disease subgroups. Our case studies also showed that CNV Radar is capable of detecting abnormalities such as copy-neutral loss of heterozygosity that elude other approaches. CONCLUSIONS: We demonstrated that CNV Radar is more sensitive than other CNV detection methods, accurately detects clinically important cytogenetic events, and allows for further interrogation of novel disease biology. Overall, CNV Radar exhibited high concordance with standard methods such as FISH, and its success in the POLLUX and CASTOR clinical trials demonstrated its potential utility for informing clinical and therapeutic decisions.


Assuntos
Variações do Número de Cópias de DNA , Leucemia Mieloide Aguda/genética , Neoplasias da Próstata/genética , Software , Algoritmos , Área Sob a Curva , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Hibridização in Situ Fluorescente , Leucemia Mieloide Aguda/patologia , Masculino , Polimorfismo de Nucleotídeo Único , Neoplasias da Próstata/patologia , Curva ROC
4.
Nat Immunol ; 9(12): 1364-70, 2008 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-18997792

RESUMO

The adaptor and signaling proteins TRAF2, TRAF3, cIAP1 and cIAP2 may inhibit alternative nuclear factor-kappaB (NF-kappaB) signaling in resting cells by targeting NF-kappaB-inducing kinase (NIK) for ubiquitin-dependent degradation, thus preventing processing of the NF-kappaB2 precursor protein p100 to release p52. However, the respective functions of TRAF2 and TRAF3 in NIK degradation and activation of alternative NF-kappaB signaling have remained elusive. We now show that CD40 or BAFF receptor activation result in TRAF3 degradation in a cIAP1-cIAP2- and TRAF2-dependent way owing to enhanced cIAP1, cIAP2 TRAF3-directed ubiquitin ligase activity. Receptor-induced activation of cIAP1 and cIAP2 correlated with their K63-linked ubiquitination by TRAF2. Degradation of TRAF3 prevented association of NIK with the cIAP1-cIAP2-TRAF2 ubiquitin ligase complex, which resulted in NIK stabilization and NF-kappaB2-p100 processing. Constitutive activation of this pathway causes perinatal lethality and lymphoid defects.


Assuntos
Proteínas Serina-Treonina Quinases/imunologia , Transdução de Sinais/imunologia , Fator 2 Associado a Receptor de TNF/imunologia , Fator 3 Associado a Receptor de TNF/imunologia , Ubiquitinação/imunologia , Animais , Linfócitos B/imunologia , Citometria de Fluxo , Humanos , Immunoblotting , Imuno-Histoquímica , Proteínas Inibidoras de Apoptose/imunologia , Proteínas Inibidoras de Apoptose/metabolismo , Sequências Repetidas Invertidas , Camundongos , Camundongos Mutantes , Proteínas Serina-Treonina Quinases/metabolismo , Linfócitos T/imunologia , Fator 2 Associado a Receptor de TNF/genética , Fator 2 Associado a Receptor de TNF/metabolismo , Fator 3 Associado a Receptor de TNF/genética , Fator 3 Associado a Receptor de TNF/metabolismo , Quinase Induzida por NF-kappaB
5.
Blood ; 131(7): 741-745, 2018 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-29301755

RESUMO

As a growing number of patients with multiple myeloma (MM) respond to upfront therapies while eventually relapsing in a time frame that is often unpredictable, attention has increasingly focused on developing novel diagnostic criteria to also account for disease dissemination. Positron emission tomography/computed tomography (PET/CT) is often used as a noninvasive monitoring strategy to assess cancer cell dissemination, but because the uptake of the currently used radiotracer 18fluorodeoxyglucose (18F-FDG) is a function of the metabolic activity of both malignant and nonmalignant cells, the results frequently lack sufficient specificity. Radiolabeled antibodies targeting MM tissue may detect disease irrespective of cell metabolism. Hence, we conjugated the clinically significant CD38-directed human antibody daratumumab (Darzalex [Dara]) to the DOTA chelator and labeled it with the positron-emitting radionuclide copper 64 (64Cu; 64Cu-DOTA-Dara). Here, we show that 64Cu-DOTA-Dara can efficiently bind CD38 on the surface of MM cells and was mainly detected in the bones associated with tumor in a MM murine model. We also show that PET/CT based on 64Cu-DOTA-Dara displays a higher resolution and specificity to detect MM cell dissemination than does 18F-FDG PET/CT and was even more sensitive than were bioluminescence signals. We therefore have supporting evidence for using 64Cu-DOTA-Dara as a novel imaging agent for MM.


Assuntos
Anticorpos Monoclonais , Radioisótopos de Cobre , Mieloma Múltiplo/diagnóstico , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Animais , Anticorpos Monoclonais/farmacocinética , Linhagem Celular Tumoral , Rastreamento de Células/métodos , Radioisótopos de Cobre/farmacocinética , Meia-Vida , Xenoenxertos , Humanos , Camundongos , Mieloma Múltiplo/metabolismo , Transplante de Neoplasias , Traçadores Radioativos
6.
Blood ; 132(20): 2154-2165, 2018 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-30181174

RESUMO

Improving outcomes in multiple myeloma will involve not only development of new therapies but also better use of existing treatments. We performed RNA sequencing on samples from newly diagnosed patients enrolled in the phase 2 PADIMAC (Bortezomib, Adriamycin, and Dexamethasone Therapy for Previously Untreated Patients with Multiple Myeloma: Impact of Minimal Residual Disease in Patients with Deferred ASCT) study. Using synthetic annealing and the large margin nearest neighbor algorithm, we developed and trained a 7-gene signature to predict treatment outcome. We tested the signature in independent cohorts treated with bortezomib- and lenalidomide-based therapies. The signature was capable of distinguishing which patients would respond better to which regimen. In the CoMMpass data set, patients who were treated correctly according to the signature had a better progression-free survival (median, 20.1 months vs not reached; hazard ratio [HR], 0.40; confidence interval [CI], 0.23-0.72; P = .0012) and overall survival (median, 30.7 months vs not reached; HR, 0.41; CI, 0.21-0.80; P = .0049) than those who were not. Indeed, the outcome for these correctly treated patients was noninferior to that for those treated with combined bortezomib, lenalidomide, and dexamethasone, arguably the standard of care in the United States but not widely available elsewhere. The small size of the signature will facilitate clinical translation, thus enabling more targeted drug regimens to be delivered in myeloma.


Assuntos
Antineoplásicos/uso terapêutico , Bortezomib/uso terapêutico , Lenalidomida/uso terapêutico , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/genética , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Dexametasona/uso terapêutico , Doxorrubicina/uso terapêutico , Humanos , Estimativa de Kaplan-Meier , Aprendizado de Máquina , Mutação , Modelos de Riscos Proporcionais , Análise de Sequência de RNA , Transcriptoma , Resultado do Tratamento , Estados Unidos
7.
Blood ; 132(6): 587-597, 2018 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-29884741

RESUMO

Understanding the profile of oncogene and tumor suppressor gene mutations with their interactions and impact on the prognosis of multiple myeloma (MM) can improve the definition of disease subsets and identify pathways important in disease pathobiology. Using integrated genomics of 1273 newly diagnosed patients with MM, we identified 63 driver genes, some of which are novel, including IDH1, IDH2, HUWE1, KLHL6, and PTPN11 Oncogene mutations are significantly more clonal than tumor suppressor mutations, indicating they may exert a bigger selective pressure. Patients with more driver gene abnormalities are associated with worse outcomes, as are identified mechanisms of genomic instability. Oncogenic dependencies were identified between mutations in driver genes, common regions of copy number change, and primary translocation and hyperdiploidy events. These dependencies included associations with t(4;14) and mutations in FGFR3, DIS3, and PRKD2; t(11;14) with mutations in CCND1 and IRF4; t(14;16) with mutations in MAF, BRAF, DIS3, and ATM; and hyperdiploidy with gain 11q, mutations in FAM46C, and MYC rearrangements. These associations indicate that the genomic landscape of myeloma is predetermined by the primary events upon which further dependencies are built, giving rise to a nonrandom accumulation of genetic hits. Understanding these dependencies may elucidate potential evolutionary patterns and lead to better treatment regimens.


Assuntos
Regulação Neoplásica da Expressão Gênica , Mieloma Múltiplo/genética , Mutagênese , Oncogenes , Células Clonais , Análise Mutacional de DNA , DNA de Neoplasias/genética , Conjuntos de Dados como Assunto , Dosagem de Genes , Estudo de Associação Genômica Ampla , Instabilidade Genômica , Genômica , Humanos , Perda de Heterozigosidade , Mieloma Múltiplo/patologia , Mutação , Prognóstico , Translocação Genética , Resultado do Tratamento , Sequenciamento do Exoma
8.
Haematologica ; 105(4): 1055-1066, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31221783

RESUMO

MYC is a widely acting transcription factor and its deregulation is a crucial event in many human cancers. MYC is important biologically and clinically in multiple myeloma, but the mechanisms underlying its dysregulation are poorly understood. We show that MYC rearrangements are present in 36.0% of newly diagnosed myeloma patients, as detected in the largest set of next generation sequencing data to date (n=1,267). Rearrangements were complex and associated with increased expression of MYC and PVT1, but not other genes at 8q24. The highest effect on gene expression was detected in cases where the MYC locus is juxtaposed next to super-enhancers associated with genes such as IGH, IGK, IGL, TXNDC5/BMP6, FAM46C and FOXO3 We identified three hotspots of recombination at 8q24, one of which is enriched for IGH-MYC translocations. Breakpoint analysis indicates primary myeloma rearrangements involving the IGH locus occur through non-homologous end joining, whereas secondary MYC rearrangements occur through microhomology-mediated end joining. This mechanism is different to lymphomas, where non-homologous end joining generates MYC rearrangements. Rearrangements resulted in overexpression of key genes and chromatin immunoprecipitation-sequencing identified that HK2, a member of the glucose metabolism pathway, is directly over-expressed through binding of MYC at its promoter.


Assuntos
Genes myc , Mieloma Múltiplo , RNA Longo não Codificante/genética , Genes de Cadeia Pesada de Imunoglobulina , Humanos , Hibridização in Situ Fluorescente , Mieloma Múltiplo/genética , Isomerases de Dissulfetos de Proteínas , Translocação Genética
9.
Eur J Haematol ; 105(1): 35-46, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32145111

RESUMO

OBJECTIVES: In the TOURMALINE-MM1 phase 3 trial in relapsed/refractory multiple myeloma, ixazomib-lenalidomide-dexamethasone (IRd) showed different magnitudes of progression-free survival (PFS) benefit vs placebo-Rd according to number and type of prior therapies, with greater benefit seen in patients with >1 prior line of therapy or 1 prior line of therapy without stem cell transplantation (SCT). METHODS: RNA sequencing data were used to investigate the basis of these differences. RESULTS: The PFS benefit of IRd vs placebo-Rd was greater in patients with tumors expressing high c-MYC levels (median not reached vs 11.3 months; hazard ratio [HR] 0.42; 95% CI, 0.26, 0.66; P < .001) compared with in those expressing low c-MYC levels (median 20.6 vs 16.6 months; HR 0.75; 95% CI, 0.42, 1.2). Expression of c-MYC in tumors varied based on the number and type of prior therapy received, with the lowest levels observed in tumors of patients who had received 1 prior line of therapy including SCT. These tumors also had higher expression levels of CD19 and CD81. CONCLUSIONS: PFS analyses suggest that lenalidomide and ixazomib target tumors with different levels of c-MYC, CD19, and CD81 expression, thus providing a potential rationale for the differential benefits observed in the TOURMALINE-MM1 study. This trial was registered at www.clinicaltrials.gov as: NCT01564537.


Assuntos
Expressão Gênica , Mieloma Múltiplo/genética , Mieloma Múltiplo/patologia , Proteínas Proto-Oncogênicas c-myc/genética , Idoso , Idoso de 80 Anos ou mais , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Biomarcadores Tumorais , Compostos de Boro , Dexametasona , Feminino , Perfilação da Expressão Gênica , Glicina/análogos & derivados , Humanos , Lenalidomida , Masculino , Pessoa de Meia-Idade , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/mortalidade , Gradação de Tumores , Estadiamento de Neoplasias , Prognóstico , Intervalo Livre de Progressão , Resultado do Tratamento
10.
PLoS Genet ; 13(11): e1007087, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-29166413

RESUMO

Multiple Myeloma (MM) is a plasma cell malignancy with significantly greater incidence and mortality rates among African Americans (AA) compared to Caucasians (CA). The overall goal of this study is to elucidate differences in molecular alterations in MM as a function of self-reported race and genetic ancestry. Our study utilized somatic whole exome, RNA-sequencing, and correlated clinical data from 718 MM patients from the Multiple Myeloma Research Foundation CoMMpass study Interim Analysis 9. Somatic mutational analyses based upon self-reported race corrected for ancestry revealed significant differences in mutation frequency between groups. Of interest, BCL7A, BRWD3, and AUTS2 demonstrate significantly higher mutation frequencies among AA cases. These genes are all involved in translocations in B-cell malignancies. Moreover, we detected a significant difference in mutation frequency of TP53 and IRF4 with frequencies higher among CA cases. Our study provides rationale for interrogating diverse tumor cohorts to best understand tumor genomics across populations.


Assuntos
Fatores Reguladores de Interferon/genética , Proteínas dos Microfilamentos/genética , Mieloma Múltiplo/genética , Proteínas Oncogênicas/genética , Proteínas/genética , Fatores de Transcrição/genética , Proteína Supressora de Tumor p53/genética , Adulto , População Negra/genética , Proteínas do Citoesqueleto , Exoma/genética , Feminino , Genótipo , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Pessoa de Meia-Idade , Mieloma Múltiplo/epidemiologia , Mieloma Múltiplo/patologia , Mutação , Taxa de Mutação , Grupos Raciais , População Branca/genética
11.
Am J Hematol ; 94(12): 1364-1373, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31571261

RESUMO

Minimal residual disease (MRD) tracking, by next generation sequencing of immunoglobulin sequences, is moving towards clinical implementation in multiple myeloma. However, there is only sparse information available to address whether clonal sequences remain stable for tracking over time, and to what extent light chain sequences are sufficiently unique for tracking. Here, we analyzed immunoglobulin repertoires from 905 plasma cell myeloma and healthy control samples, focusing on the third complementarity determining region (CDR3). Clonal heavy and/or light chain expression was identified in all patients at baseline, with one or more subclones related to the main clone in 3.2%. In 45 patients with 101 sequential samples, the dominant clonal CDR3 sequences remained identical over time, despite differential clonal evolution by whole exome sequencing in 49% of patients. The low frequency of subclonal CDR3 variants, and absence of evolution over time in active multiple myeloma, indicates that tumor cells at this stage are not under selective pressure to undergo antibody affinity maturation. Next, we establish somatic hypermutation and non-templated insertions as the most important determinants of light chain clonal uniqueness, identifying a potentially trackable sequence in the majority of patients. Taken together, we show that dominant clonal sequences identified at baseline are reliable biomarkers for long-term tracking of the malignant clone, including both IGH and the majority of light chain clones.


Assuntos
Regiões Determinantes de Complementaridade/genética , Rearranjo Gênico de Cadeia Pesada de Linfócito B , Rearranjo Gênico de Cadeia Leve de Linfócito B , Sequenciamento de Nucleotídeos em Larga Escala , Mieloma Múltiplo/patologia , Biomarcadores Tumorais , Medula Óssea/patologia , Células da Medula Óssea/metabolismo , Ensaios Clínicos como Assunto/estatística & dados numéricos , Evolução Clonal , Células Clonais/patologia , Genes de Imunoglobulinas , Humanos , Cadeias Pesadas de Imunoglobulinas/genética , Cadeias Leves de Imunoglobulina/genética , Mieloma Múltiplo/genética , Neoplasia Residual/diagnóstico , Neoplasia Residual/genética , RNA Mensageiro/genética , RNA Neoplásico/genética , Hipermutação Somática de Imunoglobulina , Éxons VDJ
12.
Br J Haematol ; 177(1): 80-94, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28369725

RESUMO

Dysregulation of MYC is frequently implicated in both early and late myeloma progression events, yet its therapeutic targeting has remained a challenge. Among key MYC downstream targets is ribosomal biogenesis, enabling increases in protein translational capacity necessary to support the growth and self-renewal programmes of malignant cells. We therefore explored the selective targeting of ribosomal biogenesis with the small molecule RNA polymerase (pol) I inhibitor CX-5461 in myeloma. CX-5461 induced significant growth inhibition in wild-type (WT) and mutant TP53 myeloma cell lines and primary samples, in association with increases in downstream markers of apoptosis. Moreover, Pol I inhibition overcame adhesion-mediated drug resistance and resistance to conventional and novel agents. To probe the TP53-independent mechanisms of CX-5461, gene expression profiling was performed on isogenic TP53 WT and knockout cell lines and revealed reduction of MYC downstream targets. Mechanistic studies confirmed that CX-5461 rapidly suppressed both MYC protein and MYC mRNA levels. The latter was associated with an increased binding of the RNA-induced silencing complex (RISC) subunits TARBP2 and AGO2, the ribosomal protein RPL5, and MYC mRNA, resulting in increased MYC transcript degradation. Collectively, these studies provide a rationale for the clinical translation of CX-5461 as a novel therapeutic approach to target MYC in myeloma.


Assuntos
Antineoplásicos/farmacologia , Benzotiazóis/farmacologia , Mieloma Múltiplo/genética , Mieloma Múltiplo/metabolismo , Naftiridinas/farmacologia , Proteínas Proto-Oncogênicas c-myc/genética , RNA Polimerase I/antagonistas & inibidores , Animais , Antineoplásicos/uso terapêutico , Benzotiazóis/uso terapêutico , Linhagem Celular Tumoral , Modelos Animais de Doenças , Resistencia a Medicamentos Antineoplásicos/genética , Expressão Gênica , Perfilação da Expressão Gênica , Humanos , Camundongos , Terapia de Alvo Molecular , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/patologia , Mutação , Naftiridinas/uso terapêutico , Proteínas Proto-Oncogênicas c-myc/metabolismo , RNA Polimerase I/metabolismo , Carga Tumoral/efeitos dos fármacos , Proteína Supressora de Tumor p53/genética , Proteína Supressora de Tumor p53/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto
13.
Nature ; 471(7339): 467-72, 2011 Mar 24.
Artigo em Inglês | MEDLINE | ID: mdl-21430775

RESUMO

Multiple myeloma is an incurable malignancy of plasma cells, and its pathogenesis is poorly understood. Here we report the massively parallel sequencing of 38 tumour genomes and their comparison to matched normal DNAs. Several new and unexpected oncogenic mechanisms were suggested by the pattern of somatic mutation across the data set. These include the mutation of genes involved in protein translation (seen in nearly half of the patients), genes involved in histone methylation, and genes involved in blood coagulation. In addition, a broader than anticipated role of NF-κB signalling was indicated by mutations in 11 members of the NF-κB pathway. Of potential immediate clinical relevance, activating mutations of the kinase BRAF were observed in 4% of patients, suggesting the evaluation of BRAF inhibitors in multiple myeloma clinical trials. These results indicate that cancer genome sequencing of large collections of samples will yield new insights into cancer not anticipated by existing knowledge.


Assuntos
Genoma Humano/genética , Mieloma Múltiplo/genética , Mutação/genética , Sequência de Aminoácidos , Coagulação Sanguínea/genética , Ilhas de CpG/genética , Análise Mutacional de DNA , Reparo do DNA/genética , Éxons/genética , Complexo Multienzimático de Ribonucleases do Exossomo , Genômica , Histonas/metabolismo , Proteínas de Homeodomínio/genética , Homeostase/genética , Humanos , Metilação , Modelos Moleculares , Dados de Sequência Molecular , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/enzimologia , Mieloma Múltiplo/metabolismo , NF-kappa B/metabolismo , Oncogenes/genética , Fases de Leitura Aberta/genética , Biossíntese de Proteínas/genética , Conformação Proteica , Proteínas Proto-Oncogênicas B-raf/antagonistas & inibidores , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Proto-Oncogênicas B-raf/metabolismo , Processamento Pós-Transcricional do RNA/genética , Ribonucleases/química , Ribonucleases/genética , Transdução de Sinais/genética , Transcrição Gênica/genética
14.
Cancer Cell ; 12(2): 131-44, 2007 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17692805

RESUMO

Activation of NF-kappaB has been noted in many tumor types, however only rarely has this been linked to an underlying genetic mutation. An integrated analysis of high-density oligonucleotide array CGH and gene expression profiling data from 155 multiple myeloma samples identified a promiscuous array of abnormalities contributing to the dysregulation of NF-kappaB in approximately 20% of patients. We report mutations in ten genes causing the inactivation of TRAF2, TRAF3, CYLD, cIAP1/cIAP2 and activation of NFKB1, NFKB2, CD40, LTBR, TACI, and NIK that result primarily in constitutive activation of the noncanonical NF-kappaB pathway, with the single most common abnormality being inactivation of TRAF3. These results highlight the critical importance of the NF-kappaB pathway in the pathogenesis of multiple myeloma.


Assuntos
Regulação Neoplásica da Expressão Gênica , Mieloma Múltiplo/genética , Mutação/genética , NF-kappa B/genética , Proteínas de Neoplasias/metabolismo , Adenoviridae , Proteína 3 com Repetições IAP de Baculovírus , Antígenos CD40/genética , Antígenos CD40/metabolismo , Células Cultivadas , Enzima Desubiquitinante CYLD , Ativação Enzimática , Imunofluorescência , Deleção de Genes , Perfilação da Expressão Gênica , Humanos , Immunoblotting , Técnicas Imunoenzimáticas , Hibridização in Situ Fluorescente , Proteínas Inibidoras de Apoptose/genética , Proteínas Inibidoras de Apoptose/metabolismo , Receptor beta de Linfotoxina/genética , Receptor beta de Linfotoxina/metabolismo , Mieloma Múltiplo/metabolismo , Mieloma Múltiplo/patologia , NF-kappa B/metabolismo , Subunidade p50 de NF-kappa B/genética , Subunidade p50 de NF-kappa B/metabolismo , Subunidade p52 de NF-kappa B/genética , Subunidade p52 de NF-kappa B/metabolismo , Proteínas de Neoplasias/genética , Hibridização de Ácido Nucleico , Plasmídeos , Reação em Cadeia da Polimerase , Proteínas Serina-Treonina Quinases/genética , Proteínas Serina-Treonina Quinases/metabolismo , Transdução de Sinais , Fator 2 Associado a Receptor de TNF/genética , Fator 2 Associado a Receptor de TNF/metabolismo , Fator 3 Associado a Receptor de TNF/genética , Fator 3 Associado a Receptor de TNF/metabolismo , Transfecção , Proteína Transmembrana Ativadora e Interagente do CAML/genética , Proteína Transmembrana Ativadora e Interagente do CAML/metabolismo , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo , Ubiquitina-Proteína Ligases , Quinase Induzida por NF-kappaB
15.
Blood ; 120(5): 1060-6, 2012 Aug 02.
Artigo em Inglês | MEDLINE | ID: mdl-22529291

RESUMO

The longitudinal evolution of a myeloma genome from diagnosis to plasma cell leukemia has not previously been reported. We used whole-genome sequencing (WGS) on 4 purified tumor samples and patient germline DNA drawn over a 5-year period in a t(4;14) multiple myeloma patient. Tumor samples were acquired at diagnosis, first relapse, second relapse, and end-stage secondary plasma cell leukemia (sPCL). In addition to the t(4;14), all tumor time points also shared 10 common single-nucleotide variants (SNVs) on WGS comprising shared initiating events. Interestingly, we observed genomic sequence variants that waxed and waned with time in progressive tumors, suggesting the presence of multiple independent, yet related, clones at diagnosis that rose and fell in dominance. Five newly acquired SNVs, including truncating mutations of RB1 and ZKSCAN3, were observed only in the final sPCL sample suggesting leukemic transformation events. This longitudinal WGS characterization of the natural history of a high-risk myeloma patient demonstrated tumor heterogeneity at diagnosis with shifting dominance of tumor clones over time and has also identified potential mutations contributing to myelomagenesis as well as transformation from myeloma to overt extramedullary disease such as sPCL.


Assuntos
Transformação Celular Neoplásica/genética , Evolução Clonal/genética , Leucemia Plasmocitária/genética , Mieloma Múltiplo/genética , Análise de Sequência de DNA , Idoso , Aberrações Cromossômicas , Cromossomos Humanos Par 14 , Cromossomos Humanos Par 4 , Evolução Clonal/fisiologia , Hibridização Genômica Comparativa , Progressão da Doença , Feminino , Seguimentos , Genoma Humano/genética , Humanos , Leucemia Plasmocitária/diagnóstico , Mieloma Múltiplo/diagnóstico , Recidiva , Análise de Sequência de DNA/métodos
16.
Blood ; 120(5): 1067-76, 2012 Aug 02.
Artigo em Inglês | MEDLINE | ID: mdl-22498740

RESUMO

Emerging evidence indicates that tumors can follow several evolutionary paths over a patient's disease course. With the use of serial genomic analysis of samples collected at different points during the disease course of 28 patients with multiple myeloma, we found that the genomes of standard-risk patients show few changes over time, whereas those of cytogenetically high-risk patients show significantly more changes over time. The results indicate the existence of 3 temporal tumor types, which can either be genetically stable, linearly evolving, or heterogeneous clonal mixtures with shifting predominant clones. A detailed analysis of one high-risk patient sampled at 7 time points over the entire disease course identified 2 competing subclones that alternate in a back and forth manner for dominance with therapy until one clone underwent a dramatic linear evolution. With the use of the Vk*MYC genetically engineered mouse model of myeloma we modeled this competition between subclones for predominance occurring spontaneously and with therapeutic selection.


Assuntos
Evolução Clonal/genética , Variações do Número de Cópias de DNA , Genes Dominantes/fisiologia , Mieloma Múltiplo/genética , Mieloma Múltiplo/patologia , Animais , Células Cultivadas , Evolução Clonal/imunologia , Evolução Clonal/fisiologia , Análise por Conglomerados , Variações do Número de Cópias de DNA/genética , Progressão da Doença , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Análise em Microsséries , Modelos Biológicos , Mieloma Múltiplo/imunologia , Recidiva
17.
Blood Cancer Discov ; 5(1): 56-73, 2024 01 08.
Artigo em Inglês | MEDLINE | ID: mdl-37934799

RESUMO

Immunomodulatory drugs (IMiD) are a backbone therapy for multiple myeloma (MM). Despite their efficacy, most patients develop resistance, and the mechanisms are not fully defined. Here, we show that IMiD responses are directed by IMiD-dependent degradation of IKZF1 and IKZF3 that bind to enhancers necessary to sustain the expression of MYC and other myeloma oncogenes. IMiD treatment universally depleted chromatin-bound IKZF1, but eviction of P300 and BRD4 coactivators only occurred in IMiD-sensitive cells. IKZF1-bound enhancers overlapped other transcription factor binding motifs, including ETV4. Chromatin immunoprecipitation sequencing showed that ETV4 bound to the same enhancers as IKZF1, and ETV4 CRISPR/Cas9-mediated ablation resulted in sensitization of IMiD-resistant MM. ETV4 expression is associated with IMiD resistance in cell lines, poor prognosis in patients, and is upregulated at relapse. These data indicate that ETV4 alleviates IKZF1 and IKZF3 dependency in MM by maintaining oncogenic enhancer activity and identify transcriptional plasticity as a previously unrecognized mechanism of IMiD resistance. SIGNIFICANCE: We show that IKZF1-bound enhancers are critical for IMiD efficacy and that the factor ETV4 can bind the same enhancers and substitute for IKZF1 and mediate IMiD resistance by maintaining MYC and other oncogenes. These data implicate transcription factor redundancy as a previously unrecognized mode of IMiD resistance in MM. See related article by Welsh, Barwick, et al., p. 34. See related commentary by Yun and Cleveland, p. 5. This article is featured in Selected Articles from This Issue, p. 4.


Assuntos
Mieloma Múltiplo , Humanos , Proteínas que Contêm Bromodomínio , Proteínas de Ciclo Celular , Agentes de Imunomodulação , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/genética , Recidiva Local de Neoplasia , Proteínas Nucleares , Proteínas Proto-Oncogênicas c-ets/genética , Fatores de Transcrição/genética , Ubiquitina-Proteína Ligases/fisiologia , Ubiquitina-Proteína Ligases/uso terapêutico
18.
Blood ; 117(14): 3847-57, 2011 Apr 07.
Artigo em Inglês | MEDLINE | ID: mdl-21289309

RESUMO

The molecular target(s) cooperating with proteasome inhibition in multiple myeloma (MM) remain unknown. We therefore measured proliferation in MM cells transfected with 13 984 small interfering RNAs in the absence or presence of increasing concentrations of bortezomib. We identified 37 genes, which when silenced, are not directly cytotoxic but do synergistically potentiate the growth inhibitory effects of bortezomib. To focus on bortezomib sensitizers, genes that also sensitized MM to melphalan were excluded. When suppressed, the strongest bortezomib sensitizers were the proteasome subunits PSMA5, PSMB2, PSMB3, and PSMB7 providing internal validation, but others included BAZ1B, CDK5, CDC42SE2, MDM4, NME7, RAB8B, TFE3, TNFAIP3, TNK1, TOP1, VAMP2, and YY1. The strongest hit CDK5 also featured prominently in pathway analysis of primary screen data. Cyclin-dependent kinase 5 (CDK5) is expressed at high levels in MM and neural tissues with relatively low expression in other organs. Viral shRNA knockdown of CDK5 consistently sensitized 5 genetically variable MM cell lines to proteasome inhibitors (bortezomib and carfilzomib). Small-molecule CDK5 inhibitors were demonstrated to synergize with bortezomib to induce cytotoxicity of primary myeloma cells and myeloma cell lines. CDK5 regulation of proteasome subunit PSMB5 was identified as a probable route to sensitization.


Assuntos
Antineoplásicos/farmacologia , Quinase 5 Dependente de Ciclina/fisiologia , Resistencia a Medicamentos Antineoplásicos/genética , Inibidores Enzimáticos/uso terapêutico , Mieloma Múltiplo/genética , Inibidores de Proteassoma , RNA Interferente Pequeno/isolamento & purificação , Antineoplásicos/administração & dosagem , Antineoplásicos/isolamento & purificação , Ácidos Borônicos/administração & dosagem , Ácidos Borônicos/farmacologia , Bortezomib , Quinase 5 Dependente de Ciclina/antagonistas & inibidores , Quinase 5 Dependente de Ciclina/genética , Quinase 5 Dependente de Ciclina/isolamento & purificação , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Ensaios de Seleção de Medicamentos Antitumorais/métodos , Sinergismo Farmacológico , Inibidores Enzimáticos/administração & dosagem , Inibidores Enzimáticos/farmacologia , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Redes Reguladoras de Genes , Genoma Humano/efeitos dos fármacos , Ensaios de Triagem em Larga Escala , Humanos , Análise em Microsséries , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/metabolismo , Complexo de Endopeptidases do Proteassoma/genética , Complexo de Endopeptidases do Proteassoma/metabolismo , Complexo de Endopeptidases do Proteassoma/fisiologia , Pirazinas/administração & dosagem , Pirazinas/farmacologia , Interferência de RNA/fisiologia , RNA Interferente Pequeno/análise , RNA Interferente Pequeno/genética , Células Tumorais Cultivadas
19.
Blood Cancer J ; 13(1): 16, 2023 01 20.
Artigo em Inglês | MEDLINE | ID: mdl-36670103

RESUMO

Alternative splicing plays a pivotal role in tumorigenesis and proliferation. However, its pattern and pathogenic role has not been systematically analyzed in multiple myeloma or its subtypes. Alternative splicing profiles for 598 newly diagnosed myeloma patients with comprehensive genomic annotation identified primary translocations, 1q amplification, and DIS3 events to have more differentially spliced events than those without. Splicing levels were correlated with expression of splicing factors. Moreover, the non-homologous end joining pathway was an independent factor that was highly associated with splicing frequency as well as an increased number of structural variants. We therefore identify an axis of high-risk disease encompassing expression of the non-homologous end joining pathway, increase structural variants, and increased alternative splicing that are linked together. This indicates a joint pathogenic role for DNA damage response and alternative RNA processing in myeloma.


Assuntos
Processamento Alternativo , Mieloma Múltiplo , Humanos , Mieloma Múltiplo/genética , Translocação Genética
20.
Life Sci Alliance ; 6(1)2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36328595

RESUMO

Multiple myeloma is a plasma cell neoplasm characterized by clonal immunoglobulin V(D)J signatures and oncogenic immunoglobulin gene translocations. Additional subclonal genomic changes are acquired with myeloma progression and therapeutic selection. PCR-based methods to detect V(D)J rearrangements can have biases introduced by highly multiplexed reactions and primers undermined by somatic hypermutation, and are not readily extended to include mutation detection. Here, we report a hybrid-capture approach (CapIG-seq) targeting the 3' and 5' ends of the V and J segments of all immunoglobulin loci that enable the efficient detection of V(D)J rearrangements. We also included baits for oncogenic translocations and mutation detection. We demonstrate complete concordance with matched whole-genome sequencing and/or PCR clonotyping of 24 cell lines and report the clonal sequences for 41 uncharacterized cell lines. We also demonstrate the application to patient specimens, including 29 bone marrow and 39 cell-free DNA samples. CapIG-seq shows concordance between bone marrow and cfDNA blood samples (both contemporaneous and follow-up) with regard to the somatic variant, V(D)J, and translocation detection. CapIG-seq is a novel, efficient approach to examining genomic alterations in myeloma.


Assuntos
Mieloma Múltiplo , Humanos , Mieloma Múltiplo/genética , Mieloma Múltiplo/diagnóstico , Imunoglobulinas , Rearranjo Gênico , Análise de Sequência
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