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1.
Cell ; 152(3): 633-41, 2013 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-23374354

RESUMO

Germline determinants of gene expression in tumors are infrequently studied due to the complexity of transcript regulation caused by somatically acquired alterations. We performed expression quantitative trait locus (eQTL)-based analyses using the multi-level information provided in The Cancer Genome Atlas (TCGA). Of the factors we measured, cis-acting eQTLs accounted for 1.2% of the total variation of tumor gene expression, while somatic copy-number alteration and CpG methylation accounted for 7.3% and 3.3%, respectively. eQTL analyses of 15 previously reported breast cancer risk loci resulted in the discovery of three variants that are significantly associated with transcript levels (false discovery rate [FDR] < 0.1). Our trans-based analysis identified an additional three risk loci to act through ESR1, MYC, and KLF4. These findings provide a more comprehensive picture of gene expression determinants in breast cancer as well as insights into the underlying biology of breast cancer risk loci.


Assuntos
Neoplasias da Mama/genética , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Locos de Características Quantitativas , Linhagem Celular Tumoral , Perfilação da Expressão Gênica , Humanos , Fator 4 Semelhante a Kruppel
2.
Blood ; 142(5): 421-433, 2023 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-37146250

RESUMO

Although BCL2 mutations are reported as later occurring events leading to venetoclax resistance, many other mechanisms of progression have been reported though remain poorly understood. Here, we analyze longitudinal tumor samples from 11 patients with disease progression while receiving venetoclax to characterize the clonal evolution of resistance. All patients tested showed increased in vitro resistance to venetoclax at the posttreatment time point. We found the previously described acquired BCL2-G101V mutation in only 4 of 11 patients, with 2 patients showing a very low variant allele fraction (0.03%-4.68%). Whole-exome sequencing revealed acquired loss(8p) in 4 of 11 patients, of which 2 patients also had gain (1q21.2-21.3) in the same cells affecting the MCL1 gene. In vitro experiments showed that CLL cells from the 4 patients with loss(8p) were more resistant to venetoclax than cells from those without it, with the cells from 2 patients also carrying gain (1q21.2-21.3) showing increased sensitivity to MCL1 inhibition. Progression samples with gain (1q21.2-21.3) were more susceptible to the combination of MCL1 inhibitor and venetoclax. Differential gene expression analysis comparing bulk RNA sequencing data from pretreatment and progression time points of all patients showed upregulation of proliferation, B-cell receptor (BCR), and NF-κB gene sets including MAPK genes. Cells from progression time points demonstrated upregulation of surface immunoglobulin M and higher pERK levels compared with those from the preprogression time point, suggesting an upregulation of BCR signaling that activates the MAPK pathway. Overall, our data suggest several mechanisms of acquired resistance to venetoclax in CLL that could pave the way for rationally designed combination treatments for patients with venetoclax-resistant CLL.


Assuntos
Antineoplásicos , Leucemia Linfocítica Crônica de Células B , Humanos , Antineoplásicos/farmacologia , Compostos Bicíclicos Heterocíclicos com Pontes/farmacologia , Resistencia a Medicamentos Antineoplásicos/genética , Sequenciamento do Exoma , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Leucemia Linfocítica Crônica de Células B/genética , Leucemia Linfocítica Crônica de Células B/patologia , Proteína de Sequência 1 de Leucemia de Células Mieloides/genética , Proteínas Proto-Oncogênicas c-bcl-2
3.
Blood ; 139(5): 686-689, 2022 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-34788401

RESUMO

Richter syndrome (RS) of chronic lymphocytic leukemia (CLL) is typically chemoresistant, with a poor prognosis. We hypothesized that the oral Bcl-2 inhibitor venetoclax could sensitize RS to chemoimmunotherapy and improve outcomes. We conducted a single-arm, investigator-sponsored, phase 2 trial of venetoclax plus dose-adjusted rituximab, etoposide, prednisone, vincristine, cyclophosphamide, and doxorubicin (VR-EPOCH) to determine the rate of complete response (CR). Patients received R-EPOCH for 1 cycle, then after count recovery, accelerated daily venetoclax ramp-up to 400 mg, then VR-EPOCH for up to 5 more 21-day cycles. Responders received venetoclax maintenance or cellular therapy off-study. Twenty-six patients were treated, and 13 of 26 (50%) achieved CR, with 11 achieving undetectable bone marrow minimal residual disease for CLL. Three additional patients achieved partial response (overall response rate, 62%). Median progression-free survival was 10.1 months, and median overall survival was 19.6 months. Hematologic toxicity included grade ≥3 neutropenia (65%) and thrombocytopenia (50%), with febrile neutropenia in 38%. No patients experienced tumor lysis syndrome with daily venetoclax ramp-up. VR-EPOCH is active in RS, with deeper, more durable responses than historical regimens. Toxicities from intensive chemoimmunotherapy and venetoclax were observed. Our data suggest that studies comparing venetoclax with chemoimmunotherapy to chemoimmunotherapy alone are warranted. This trial was registered at www.clinicaltrials.gov as #NCT03054896.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Compostos Bicíclicos Heterocíclicos com Pontes/uso terapêutico , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Linfoma Difuso de Grandes Células B/tratamento farmacológico , Sulfonamidas/uso terapêutico , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Compostos Bicíclicos Heterocíclicos com Pontes/administração & dosagem , Compostos Bicíclicos Heterocíclicos com Pontes/efeitos adversos , Ciclofosfamida/administração & dosagem , Ciclofosfamida/efeitos adversos , Ciclofosfamida/uso terapêutico , Doxorrubicina/administração & dosagem , Doxorrubicina/efeitos adversos , Doxorrubicina/uso terapêutico , Etoposídeo/administração & dosagem , Etoposídeo/efeitos adversos , Etoposídeo/uso terapêutico , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neutropenia/induzido quimicamente , Prednisona/administração & dosagem , Prednisona/efeitos adversos , Prednisona/uso terapêutico , Intervalo Livre de Progressão , Sulfonamidas/administração & dosagem , Sulfonamidas/efeitos adversos , Vincristina/administração & dosagem , Vincristina/efeitos adversos , Vincristina/uso terapêutico
4.
Blood ; 138(1): 44-56, 2021 07 08.
Artigo em Inglês | MEDLINE | ID: mdl-33684943

RESUMO

Inhibitors of Bruton tyrosine kinase (BTK) and phosphatidylinositol 3-kinase δ (PI3Kδ) that target the B-cell receptor (BCR) signaling pathway have revolutionized the treatment of chronic lymphocytic leukemia (CLL). Mutations associated with resistance to BTK inhibitors have been identified, but limited data are available on mechanisms of resistance to PI3Kδ inhibitors. Here we present findings from longitudinal whole-exome sequencing of cells from patients with multiply relapsed CLL (N = 28) enrolled in trials of PI3K inhibitors. The nonresponder subgroup was characterized by baseline activating mutations in MAP2K1, BRAF, and KRAS genes in 60% of patients. PI3Kδ inhibition failed to inhibit ERK phosphorylation (pERK) in nonresponder CLL cells with and without mutations, whereas treatment with a MEK inhibitor rescued ERK inhibition. Overexpression of MAP2K1 mutants in vitro led to increased basal and inducible pERK and resistance to idelalisib. These data demonstrate that MAPK/ERK activation plays a key role in resistance to PI3Kδ inhibitors in CLL and provide a rationale for therapy with a combination of PI3Kδ and ERK inhibitors.


Assuntos
Resistencia a Medicamentos Antineoplásicos , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Leucemia Linfocítica Crônica de Células B/enzimologia , Sistema de Sinalização das MAP Quinases , Inibidores de Fosfoinositídeo-3 Quinase/uso terapêutico , Adulto , Idoso , Linhagem Celular Tumoral , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Ativação Enzimática/efeitos dos fármacos , MAP Quinases Reguladas por Sinal Extracelular/metabolismo , Feminino , Genoma Humano , Humanos , Leucemia Linfocítica Crônica de Células B/genética , Sistema de Sinalização das MAP Quinases/efeitos dos fármacos , Masculino , Pessoa de Meia-Idade , Mutação/genética , Inibidores de Fosfoinositídeo-3 Quinase/farmacologia , Proteínas Proto-Oncogênicas c-akt/metabolismo , Purinas/farmacologia , Purinas/uso terapêutico , Quinazolinonas/farmacologia , Quinazolinonas/uso terapêutico , Resultado do Tratamento , Regulação para Cima/genética
5.
Br J Haematol ; 197(2): 207-211, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35170759

RESUMO

Phosphatidylinositol 3 kinase (PI3K) inhibitors such as idelalisib have been associated with potentially severe autoimmune toxicity. In the present study, we demonstrate that relapsed refractory patients with chronic lymphocytic leukaemia treated with idelalisib rituximab on the phase III registration trial show uniform decrease in regulatory T cells (Tregs) and increase in CD8 T cells with treatment. Patients who do not develop toxicity show enrichment for T cells expressing multiple chemokine receptors, while those who do develop toxicity have an activated CD8 T cell population with T helper 17 cell differentiation at baseline, which then increases, leading to an increased CD8:Treg ratio that likely triggers autoimmune toxicity.


Assuntos
Leucemia Linfocítica Crônica de Células B , Linfócitos T Reguladores , Diferenciação Celular , Ensaios Clínicos Fase III como Assunto , Humanos , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Fosfatidilinositol 3-Quinases , Inibidores de Fosfoinositídeo-3 Quinase , Purinas , Quinazolinonas/farmacologia , Quinazolinonas/uso terapêutico
6.
Proc Natl Acad Sci U S A ; 116(2): 631-640, 2019 01 08.
Artigo em Inglês | MEDLINE | ID: mdl-30578319

RESUMO

A hallmark of prostate cancer progression is dysregulation of lipid metabolism via overexpression of fatty acid synthase (FASN), a key enzyme in de novo fatty acid synthesis. Metastatic castration-resistant prostate cancer (mCRPC) develops resistance to inhibitors of androgen receptor (AR) signaling through a variety of mechanisms, including the emergence of the constitutively active AR variant V7 (AR-V7). Here, we developed an FASN inhibitor (IPI-9119) and demonstrated that selective FASN inhibition antagonizes CRPC growth through metabolic reprogramming and results in reduced protein expression and transcriptional activity of both full-length AR (AR-FL) and AR-V7. Activation of the reticulum endoplasmic stress response resulting in reduced protein synthesis was involved in IPI-9119-mediated inhibition of the AR pathway. In vivo, IPI-9119 reduced growth of AR-V7-driven CRPC xenografts and human mCRPC-derived organoids and enhanced the efficacy of enzalutamide in CRPC cells. In human mCRPC, both FASN and AR-FL were detected in 87% of metastases. AR-V7 was found in 39% of bone metastases and consistently coexpressed with FASN. In patients treated with enzalutamide and/or abiraterone FASN/AR-V7 double-positive metastases were found in 77% of cases. These findings provide a compelling rationale for the use of FASN inhibitors in mCRPCs, including those overexpressing AR-V7.


Assuntos
Lipogênese , Proteínas de Neoplasias/metabolismo , Neoplasias de Próstata Resistentes à Castração/metabolismo , Receptores Androgênicos/metabolismo , Transdução de Sinais , Animais , Linhagem Celular Tumoral , Inibidores Enzimáticos/farmacologia , Ácido Graxo Sintase Tipo I/antagonistas & inibidores , Ácido Graxo Sintase Tipo I/genética , Ácido Graxo Sintase Tipo I/metabolismo , Humanos , Masculino , Camundongos , Metástase Neoplásica , Proteínas de Neoplasias/antagonistas & inibidores , Proteínas de Neoplasias/genética , Neoplasias de Próstata Resistentes à Castração/tratamento farmacológico , Neoplasias de Próstata Resistentes à Castração/genética , Neoplasias de Próstata Resistentes à Castração/patologia , Receptores Androgênicos/genética , Ensaios Antitumorais Modelo de Xenoenxerto
7.
Lancet Oncol ; 22(10): 1391-1402, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34534514

RESUMO

BACKGROUND: Both continuous therapy with acalabrutinib and fixed-duration therapy with venetoclax-obinutuzumab are effective for previously untreated chronic lymphocytic leukaemia. We hypothesised that frontline time-limited, minimal residual disease (MRD)-guided triplet therapy with acalabrutinib, venetoclax, and obinutuzumab would induce deep (ie, more patients with undetectable MRD) and durable remissions. METHODS: In this open-label, single-arm, investigator-sponsored, phase 2 study, patients with chronic lymphocytic leukaemia or small lymphocytic lymphoma were recruited from two academic hospitals in Boston, MA, USA. Eligible patients were aged 18 years or older, with an Eastern Cooperative Oncology Group performance status of 0-2, and were treatment naive. Patients were treated in 28 day cycles. Acalabrutinib monotherapy was given orally at 100 mg twice daily for cycle 1, then combined for six cycles with intravenous obinutuzumab (100 mg on cycle 2 day 1, 900 mg on day 2, 1000 mg on day 8, and 1000 mg on day 15 and on day 1 of cycles 3-7); and from the beginning of cycle 4, oral venetoclax was dosed daily using an accelerated ramp-up from 20 mg on day 1 to 400 mg by day 22 and continued at this dose thereafter. Patients continued on acalabrutinib 100 mg twice daily and venetoclax 400 mg once daily until day 1 of cycle 16 or day 1 of cycle 25. If the patient had undetectable MRD in the bone marrow they were given the option to discontinue therapy at the start of cycle 16 (if also in complete remission) or at the start of cycle 25 (if at least in partial remission). The primary endpoint was complete remission with undetectable MRD in the bone marrow (defined as <1 chronic lymphocytic leukaemia cell per 10 000 leucocytes as measured by four-colour flow cytometry), at cycle 16 day 1. Safety and activity endpoints were assessed in all patients who received at least one dose of any study drug. This study is registered with ClinicalTrials.gov, NCT03580928, and is ongoing. FINDINGS: Between Aug 2, 2018, and May 23, 2019, 37 patients with chronic lymphocytic leukaemia were enrolled and all received at least one dose of any study drug. The median age of patients was 63 years (IQR 57-70), and ten (27%) were female and 27 (73%) were male. Median follow-up was 27·6 months (IQR 25·1-28·2). At cycle 16 day 1, 14 (38% [95% CI 22-55]) of 37 participants had a complete remission with undetectable MRD in the bone marrow. The most common grade 3 or 4 haematological adverse event was neutropenia (16 [43%] of 37 patients). The most common grade 3-4 non-haematological adverse events were hyperglycaemia (three [8%]) and hypophosphataemia (three [8%]). Serious adverse events occurred in nine (24%) patients; the most common was neutropenia in three (8%) patients. There have been no deaths on study. INTERPRETATION: Acalabrutinib, venetoclax, and obinutuzumab is a highly active and well tolerated frontline therapy for chronic lymphocytic leukaemia. Although the primary endpoint of this study was not met, the high proportion of patients who had undetectable MRD in the bone marrow supports further investigation of this regimen, which is being tested against acalabrutinib-venetoclax and chemoimmunotherapy in an ongoing phase 3 study (NCT03836261). FUNDING: AstraZeneca and a Dana-Farber Cancer Institute Collaborative Award.


Assuntos
Anticorpos Monoclonais Humanizados/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Benzamidas/administração & dosagem , Compostos Bicíclicos Heterocíclicos com Pontes/administração & dosagem , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Pirazinas/administração & dosagem , Sulfonamidas/administração & dosagem , Idoso , Anticorpos Monoclonais Humanizados/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Benzamidas/efeitos adversos , Boston , Compostos Bicíclicos Heterocíclicos com Pontes/efeitos adversos , Esquema de Medicação , Feminino , Humanos , Leucemia Linfocítica Crônica de Células B/diagnóstico , Leucemia Linfocítica Crônica de Células B/mortalidade , Masculino , Pessoa de Meia-Idade , Neoplasia Residual , Intervalo Livre de Progressão , Pirazinas/efeitos adversos , Indução de Remissão , Sulfonamidas/efeitos adversos , Fatores de Tempo
8.
BMC Cancer ; 21(1): 856, 2021 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-34311724

RESUMO

BACKGROUND: PTEN is the most frequently lost tumor suppressor in primary prostate cancer (PCa) and its loss is associated with aggressive disease. However, the transcriptional changes associated with PTEN loss in PCa have not been described in detail. In this study, we highlight the transcriptional changes associated with PTEN loss in PCa. METHODS: Using a meta-analysis approach, we leveraged two large PCa cohorts with experimentally validated PTEN and ERG status by Immunohistochemistry (IHC), to derive a transcriptomic signature of PTEN loss, while also accounting for potential confounders due to ERG rearrangements. This signature was expanded to lncRNAs using the TCGA quantifications from the FC-R2 expression atlas. RESULTS: The signatures indicate a strong activation of both innate and adaptive immune systems upon PTEN loss, as well as an expected activation of cell-cycle genes. Moreover, we made use of our recently developed FC-R2 expression atlas to expand this signature to include many non-coding RNAs recently annotated by the FANTOM consortium. Highlighting potential novel lncRNAs associated with PTEN loss and PCa progression. CONCLUSION: We created a PCa specific signature of the transcriptional landscape of PTEN loss that comprises both the coding and an extensive non-coding counterpart, highlighting potential new players in PCa progression. We also show that contrary to what is observed in other cancers, PTEN loss in PCa leads to increased activation of the immune system. These findings can help the development of new biomarkers and help guide therapy choices.


Assuntos
Regulação Neoplásica da Expressão Gênica , PTEN Fosfo-Hidrolase/metabolismo , Neoplasias da Próstata/genética , Neoplasias da Próstata/metabolismo , Transcriptoma , Imunidade Adaptativa , Biomarcadores Tumorais , Perfilação da Expressão Gênica , Humanos , Imunidade Inata , Imuno-Histoquímica , Masculino , PTEN Fosfo-Hidrolase/genética , Neoplasias da Próstata/patologia , Regulador Transcricional ERG/metabolismo
9.
Int J Gynecol Pathol ; 39(4): 333-343, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31157686

RESUMO

Benign normal (NL), premalignant (endometrial intraepithelial neoplasia, EIN) and malignant (cancer, EMCA) endometria must be precisely distinguished for optimal management. EIN was objectively defined previously as a regression model incorporating manually traced histologic variables to predict clonal growth and cancer outcomes. Results from this early computational study were used to revise subjective endometrial precancer diagnostic criteria currently in use. We here use automated feature segmentation and updated machine learning algorithms to develop a new classification algorithm. Endometrial tissue from 148 patients was randomly separated into 72-patient training and 76-patient validation cohorts encompassing all 3 diagnostic classes. We applied image analysis software to keratin stained endometrial tissues to automatically segment whole-slide digital images into epithelium, cells, and nuclei and extract corresponding variables. A total of 1413 variables were culled to 75 based on random forest classification performance in a 3-group (NL, EIN, EMCA) model. This algorithm correctly classifies cases with 3-class error rates of 0.04 (training set) and 0.058 (validation set); and 2-class (NL vs. EIN+EMCA) error rate of 0.016 (training set) and 0 (validation set). The 4 most heavily weighted variables are surrogates of those previously identified in manual-segmentation machine learning studies (stromal and epithelial area percentages, and normalized epithelial surface lengths). Lesser weighted predictors include gland and lumen axis lengths and ratios, and individual cell measures. Automated image analysis and random forest classification algorithms can classify normal, premalignant, and malignant endometrial tissues. Highest predictive variables overlap with those discovered independently in early models based on manual segmentation.


Assuntos
Algoritmos , Hiperplasia Endometrial/classificação , Neoplasias do Endométrio/classificação , Aprendizado de Máquina , Lesões Pré-Cancerosas/classificação , Estudos de Coortes , Hiperplasia Endometrial/patologia , Neoplasias do Endométrio/patologia , Endométrio/patologia , Células Epiteliais/patologia , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Modelos Estatísticos , Lesões Pré-Cancerosas/patologia , Fluxo de Trabalho
11.
Cancer ; 123(21): 4130-4138, 2017 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-28700821

RESUMO

BACKGROUND: Obese men are at higher risk of advanced prostate cancer and cancer-specific mortality; however, the biology underlying this association remains unclear. This study examined gene expression profiles of prostate tissue to identify biological processes differentially expressed by obesity status and lethal prostate cancer. METHODS: Gene expression profiling was performed on tumor (n = 402) and adjacent normal (n = 200) prostate tissue from participants in 2 prospective cohorts who had been diagnosed with prostate cancer from 1982 to 2005. Body mass index (BMI) was calculated from the questionnaire immediately preceding cancer diagnosis. Men were followed for metastases or prostate cancer-specific death (lethal disease) through 2011. Gene Ontology biological processes differentially expressed by BMI were identified using gene set enrichment analysis. Pathway scores were computed by averaging the signal intensities of member genes. Odds ratios (ORs) for lethal prostate cancer were estimated with logistic regression. RESULTS: Among 402 men, 48% were healthy weight, 31% were overweight, and 21% were very overweight/obese. Fifteen gene sets were enriched in tumor tissue, but not normal tissue, of very overweight/obese men versus healthy-weight men; 5 of these were related to chromatin modification and remodeling (false-discovery rate < 0.25). Patients with high tumor expression of chromatin-related genes had worse clinical characteristics (Gleason grade > 7, 41% vs 17%; P = 2 × 10-4 ) and an increased risk of lethal disease that was independent of grade and stage (OR, 5.26; 95% confidence interval, 2.37-12.25). CONCLUSIONS: This study improves our understanding of the biology of aggressive prostate cancer and identifies a potential mechanistic link between obesity and prostate cancer death that warrants further study. Cancer 2017;123:4130-4138. © 2017 American Cancer Society.


Assuntos
Cromatina/genética , Perfilação da Expressão Gênica , Obesidade/genética , Neoplasias da Próstata/genética , Idoso , Índice de Massa Corporal , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Obesidade/epidemiologia , Obesidade/mortalidade , Razão de Chances , Sobrepeso/epidemiologia , Estudos Prospectivos , Próstata , Neoplasias da Próstata/mortalidade
12.
PLoS Comput Biol ; 12(4): e1004820, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27078000

RESUMO

Molecular research in cancer is one of the largest areas of bioinformatic investigation, but it remains a challenge to understand biomolecular mechanisms in cancer-related pathways from high-throughput genomic data. This includes the Nuclear-factor-kappa-B (NFκB) pathway, which is central to the inflammatory response and cell proliferation in prostate cancer development and progression. Despite close scrutiny and a deep understanding of many of its members' biomolecular activities, the current list of pathway members and a systems-level understanding of their interactions remains incomplete. Here, we provide the first steps toward computational reconstruction of interaction mechanisms of the NFκB pathway in prostate cancer. We identified novel roles for ATF3, CXCL2, DUSP5, JUNB, NEDD9, SELE, TRIB1, and ZFP36 in this pathway, in addition to new mechanistic interactions between these genes and 10 known NFκB pathway members. A newly predicted interaction between NEDD9 and ZFP36 in particular was validated by co-immunoprecipitation, as was NEDD9's potential biological role in prostate cancer cell growth regulation. We combined 651 gene expression datasets with 1.4M gene product interactions to predict the inclusion of 40 additional genes in the pathway. Molecular mechanisms of interaction among pathway members were inferred using recent advances in Bayesian data integration to simultaneously provide information specific to biological contexts and individual biomolecular activities, resulting in a total of 112 interactions in the fully reconstructed NFκB pathway: 13 (11%) previously known, 29 (26%) supported by existing literature, and 70 (63%) novel. This method is generalizable to other tissue types, cancers, and organisms, and this new information about the NFκB pathway will allow us to further understand prostate cancer and to develop more effective prevention and treatment strategies.


Assuntos
NF-kappa B/metabolismo , Neoplasias da Próstata/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/antagonistas & inibidores , Proteínas Adaptadoras de Transdução de Sinal/genética , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Teorema de Bayes , Linhagem Celular Tumoral , Proliferação de Células , Biologia Computacional , Bases de Dados Genéticas , Perfilação da Expressão Gênica , Técnicas de Silenciamento de Genes , Ontologia Genética , Redes Reguladoras de Genes , Humanos , Imunoprecipitação , Masculino , Modelos Biológicos , Fosfoproteínas/antagonistas & inibidores , Fosfoproteínas/genética , Fosfoproteínas/metabolismo , Neoplasias da Próstata/genética , Neoplasias da Próstata/patologia , Transdução de Sinais , Tristetraprolina/antagonistas & inibidores , Tristetraprolina/genética , Tristetraprolina/metabolismo
13.
Am J Hematol ; 96(4): E95-E98, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33373063
14.
Carcinogenesis ; 36(6): 632-8, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25870172

RESUMO

Prostate tumors arise primarily in the peripheral zone (PZ) of the prostate, but 20-30% arise in the transition zone (TZ). Zone of origin may have prognostic value or reflect distinct molecular subtypes; however, it can be difficult to determine in practice. Using whole-genome gene expression, we built a signature of zone using normal tissue from five individuals and found that it successfully classified nine tumors of known zone. Hypothesizing that this signature captures tumor zone of origin, we assessed its relationship with clinical factors among 369 tumors of unknown zone from radical prostatectomies (RPs) and found that tumors that molecularly resembled TZ tumors showed lower mortality (P = 0.09) that was explained by lower Gleason scores (P = 0.009). We further applied the signature to an earlier study of 88 RP and 333 transurethral resection of the prostate (TURP) tumor samples, also of unknown zone, with gene expression on ~6000 genes. We had observed previously substantial expression differences between RP and TURP specimens, and hypothesized that this might be because RPs capture primarily PZ tumors, whereas TURPs capture more TZ tumors. Our signature distinguished these two groups, with an area under the receiver operating characteristic curve of 87% (P < 0.0001). Our findings that zonal differences in normal tissue persist in tumor tissue and that these differences are associated with Gleason score and sample type suggest that subtypes potentially resulting from different etiologic pathways might arise in these zones. Zone of origin may be important to consider in prostate tumor biomarker research.


Assuntos
Biomarcadores Tumorais/genética , Regulação Neoplásica da Expressão Gênica/genética , Próstata/anatomia & histologia , Próstata/patologia , Neoplasias da Próstata/genética , Perfilação da Expressão Gênica , Humanos , Masculino , Prognóstico
15.
Blood Adv ; 8(4): 832-841, 2024 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-38163317

RESUMO

ABSTRACT: We previously reported high rates of undetectable minimal residual disease <10-4 (uMRD4) with ibrutinib plus fludarabine, cyclophosphamide, and rituximab (iFCR) followed by 2-year ibrutinib maintenance (I-M) in treatment-naïve chronic lymphocytic leukemia (CLL). Here, we report updated data from this phase 2 study with a median follow-up of 63 months. Of 85 patients enrolled, including 5 (6%) with deletion 17p or TP53 mutation, 91% completed iFCR and 2-year I-M. Five-year progression-free survival (PFS) and overall survival were 94% (95% confidence interval [CI], 89%-100%) and 99% (95% CI, 96%-100%), respectively. No additional deaths have occurred with this extended follow-up. No difference in PFS was observed by immunoglobulin heavy-chain variable region gene status or duration of I-M. High rates of peripheral blood (PB) uMRD4 were maintained (72% at the end of iFCR, 66% at the end of 2-year I-M, and 44% at 4.5 years from treatment initiation). Thirteen patients developed MRD conversion without clinical progression, mostly (77%) after stopping ibrutinib. None had Bruton tyrosine kinase (BTK) mutations. One patient had PLCG2 mutation. Six of these patients underwent ibrutinib retreatment per protocol. Median time on ibrutinib retreatment was 34 months. The cumulative incidence of atrial fibrillation was 8%. Second malignancy or nonmalignant hematologic disease occurred in 13%, mostly nonmelanoma skin cancer. Overall, iFCR with 2-year I-M achieved durably deep responses in patients with diverse CLL genetic markers. Re-emergent clones lacked BTK mutation and retained sensitivity to ibrutinib upon retreatment. This trial is registered at www.clinicaltrials.gov as #NCT02251548.


Assuntos
Adenina/análogos & derivados , Leucemia Linfocítica Crônica de Células B , Piperidinas , Vidarabina/análogos & derivados , Humanos , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Leucemia Linfocítica Crônica de Células B/genética , Rituximab/efeitos adversos , Seguimentos , Resultado do Tratamento , Ciclofosfamida/efeitos adversos
16.
Mol Cancer Res ; 21(3): 253-260, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36511902

RESUMO

Prostate cancer has a heterogeneous prognosis. Most previous studies have focused on the identification of prognostic biomarkers in the prostate cancer tumor. However, it is increasingly recognized that the tumor microenvironment contributes to prostate cancer aggressiveness and progression. We therefore examined whole transcriptome expression of the prostate stroma and associations with aggressive and lethal prostate cancer. We performed RNA sequencing (Illumina TruSeq Exome Capture) of 272 tumor-adjacent and 120 benign-adjacent macrodissected prostate stromal samples from 293 men with prostate cancer from the Health Professionals Follow-up Study and Physicians' Health Study. We performed differential expression analysis comparing gene expression and pathways by Gleason score and lethal outcome. We also tested a previously developed stromal gene signature of Gleason score in these datasets. Comparing high- with low-Gleason score cancers, 26 genes (P < 0.001) and 12 pathways (FDR < 0.20) were significantly differentially expressed in tumor-adjacent stroma, including pathways related to stroma composition remodeling and DNA repair, with 73 genes and 65 pathways significant in benign-adjacent stroma. Comparing lethal with nonlethal prostate cancer, 11 genes were differentially expressed in tumor-adjacent and 15 genes in benign-adjacent stroma, and pathways involved in inflammatory response were differentially enriched in both tumor and benign-adjacent stroma. In addition, our previously identified Gleason stromal gene signature was validated to be associated with Gleason score in these data. Implications: Our study uncovers stroma-specific genes and pathways that are differentially enriched with high Gleason score and lethal prostate cancer, demonstrating that the molecular investigation of the tumor microenvironment can provide additional information about prostate cancer prognosis.


Assuntos
Próstata , Neoplasias da Próstata , Masculino , Humanos , Próstata/patologia , Transcriptoma , Seguimentos , Neoplasias da Próstata/patologia , Biomarcadores Tumorais/genética , Regulação Neoplásica da Expressão Gênica , Gradação de Tumores , Microambiente Tumoral/genética
17.
bioRxiv ; 2023 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-36711769

RESUMO

Genomic and transcriptomic data have been generated across a wide range of prostate cancer (PCa) study cohorts. These data can be used to better characterize the molecular features associated with clinical outcomes and to test hypotheses across multiple, independent patient cohorts. In addition, derived features, such as estimates of cell composition, risk scores, and androgen receptor (AR) scores, can be used to develop novel hypotheses leveraging existing multi-omic datasets. The full potential of such data is yet to be realized as independent datasets exist in different repositories, have been processed using different pipelines, and derived and clinical features are often not provided or unstandardized. Here, we present the curatedPCaData R package, a harmonized data resource representing >2900 primary tumor, >200 normal tissue, and >500 metastatic PCa samples across 19 datasets processed using standardized pipelines with updated gene annotations. We show that meta-analysis across harmonized studies has great potential for robust and clinically meaningful insights. curatedPCaData is an open and accessible community resource with code made available for reproducibility.

18.
Sci Data ; 10(1): 430, 2023 07 05.
Artigo em Inglês | MEDLINE | ID: mdl-37407670

RESUMO

Genomic and transcriptomic data have been generated across a wide range of prostate cancer (PCa) study cohorts. These data can be used to better characterize the molecular features associated with clinical outcomes and to test hypotheses across multiple, independent patient cohorts. In addition, derived features, such as estimates of cell composition, risk scores, and androgen receptor (AR) scores, can be used to develop novel hypotheses leveraging existing multi-omic datasets. The full potential of such data is yet to be realized as independent datasets exist in different repositories, have been processed using different pipelines, and derived and clinical features are often not provided or  not standardized. Here, we present the curatedPCaData R package, a harmonized data resource representing >2900 primary tumor, >200 normal tissue, and >500 metastatic PCa samples across 19 datasets processed using standardized pipelines with updated gene annotations. We show that meta-analysis across harmonized studies has great potential for robust and clinically meaningful insights. curatedPCaData is an open and accessible community resource with code made available for reproducibility.


Assuntos
Neoplasias da Próstata , Humanos , Masculino , Perfilação da Expressão Gênica , Genômica , Neoplasias da Próstata/genética , Neoplasias da Próstata/patologia , Reprodutibilidade dos Testes , Transcriptoma , Conjuntos de Dados como Assunto , Metanálise como Assunto
19.
J Clin Oncol ; 41(5): 1116-1128, 2023 02 10.
Artigo em Inglês | MEDLINE | ID: mdl-36315919

RESUMO

PURPOSE: Germline missense variants of unknown significance in cancer-related genes are increasingly being identified with the expanding use of next-generation sequencing. The ataxia telangiectasia-mutated (ATM) gene on chromosome 11 has more than 1,000 germline missense variants of unknown significance and is a tumor suppressor. We aimed to determine if rare germline ATM variants are more frequent in chronic lymphocytic leukemia (CLL) compared with other hematologic malignancies and if they influence the clinical characteristics of CLL. METHODS: We identified 3,128 patients (including 825 patients with CLL) in our hematologic malignancy clinic who had received clinical-grade sequencing of the entire coding region of ATM. We ascertained the comparative frequencies of germline ATM variants in categories of hematologic neoplasms, and, in patients with CLL, we determined whether these variants affected CLL-associated characteristics such as somatic 11q deletion. RESULTS: Rare germline ATM variants are present in 24% of patients with CLL, significantly greater than that in patients with other lymphoid malignancies (16% prevalence), myeloid disease (15%), or no hematologic neoplasm (14%). Patients with CLL with germline ATM variants are younger at diagnosis and twice as likely to have 11q deletion. The ATM variant p.L2307F is present in 3% of patients with CLL, is associated with a three-fold increase in rates of somatic 11q deletion, and is a hypomorph in cell-based assays. CONCLUSION: Germline ATM variants cluster within CLL and affect the phenotype of CLL that develops, implying that some of these variants (such as ATM p.L2307F) have functional significance and should not be ignored. Further studies are needed to determine whether these variants affect the response to therapy or account for some of the inherited risk of CLL.


Assuntos
Proteínas Mutadas de Ataxia Telangiectasia , Leucemia Linfocítica Crônica de Células B , Humanos , Ataxia Telangiectasia , Proteínas Mutadas de Ataxia Telangiectasia/genética , Proteínas de Ciclo Celular/genética , Leucemia Linfocítica Crônica de Células B/tratamento farmacológico , Mutação , Proteínas Serina-Treonina Quinases/genética , Proteínas Serina-Treonina Quinases/uso terapêutico , Proteínas Supressoras de Tumor/genética
20.
Blood Cancer J ; 13(1): 22, 2023 02 02.
Artigo em Inglês | MEDLINE | ID: mdl-36732326

RESUMO

PI3Kδ inhibitors are approved for the therapy of B cell malignancies, but their clinical use has been limited by unpredictable autoimmune toxicity, despite promising efficacy and evidence that toxicity is associated with improved clinical outcomes. Prior phenotypic evaluation by CyTOF has identified increases in activated CD8 T cells with activation of Th17 T cells, as well as decreases in Tregs, particularly in patients with toxicity. Here we sought to further understand the effects of idelalisib and duvelisib in vitro, and demonstrate that both idelalisib and duvelisib can inhibit T cell proliferation as well as Th1 and Treg differentiation in vitro, while promoting Th2 and Th17 differentiation. We further demonstrate directly using intracellular flow cytometry that autoimmune toxicity in patients is associated with higher absolute numbers of CD4 and CD8 T cells with Th17 differentiation in peripheral blood prior to therapy, and that gastrointestinal tissues from patients with active autoimmune complications of PI3Kδ inhibitors show infiltration with Th17+ T cells. These same tissues show depletion of Tregs as compared to CLL patients without toxicity, suggesting that loss of Tregs may be permissive for Th17 activation to lead to autoimmune toxicity. Clinical trials to restore this balance are warranted.


Assuntos
Linfócitos T Reguladores , Células Th17 , Humanos , Linfócitos T CD8-Positivos , Diferenciação Celular , Citometria de Fluxo
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