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1.
Hepatology ; 77(2): 395-410, 2023 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-34995376

RESUMO

BACKGROUND AND AIMS: Intrahepatic cholangiocarcinoma (ICC) is a deadly but poorly understood disease, and its treatment options are very limited. The aim of this study was to identify the molecular drivers of ICC and search for therapeutic targets. APPROACH AND RESULTS: We performed a Sleeping Beauty transposon-based in vivo insertional mutagenesis screen in liver-specific Pten -deficient mice and identified TNF receptor-related factor 3 ( Traf3 ) as the most significantly mutated gene in murine ICCs in a loss-of-function manner. Liver-specific Traf3 deletion caused marked cholangiocyte overgrowth and spontaneous development of ICC in Pten knockout and KrasG12D mutant mice. Hepatocyte-specific, but not cholangiocyte-specific, Traf3 -deficient and Pten -deficient mice recapitulated these phenotypes. Lineage tracing and single-cell RNA sequencing suggested that these ICCs were derived from hepatocytes through transdifferentiation. TRAF3 and PTEN inhibition induced a transdifferentiation-like phenotype of hepatocyte-lineage cells into proliferative cholangiocytes through NF-κB-inducing kinase (NIK) up-regulation in vitro. Intrahepatic NIK levels were elevated in liver-specific Traf3 -deficient and Pten -deficient mice, and NIK inhibition alleviated cholangiocyte overgrowth. In human ICCs, we identified an inverse correlation between TRAF3 and NIK expression, with low TRAF3 or high NIK expression associated with poor prognosis. Finally, we showed that NIK inhibition by a small molecule inhibitor or gene silencing suppressed the growth of multiple human ICC cells in vitro and ICC xenografts in vivo. CONCLUSIONS: TRAF3 inactivation promotes ICC development through NIK-mediated hepatocyte transdifferentiation. The oncogenic TRAF3-NIK axis may be a potential therapeutic target for ICC.


Assuntos
Neoplasias dos Ductos Biliares , Colangiocarcinoma , Humanos , Camundongos , Animais , Transdução de Sinais/fisiologia , Fator 3 Associado a Receptor de TNF/genética , Fator 3 Associado a Receptor de TNF/metabolismo , Transdiferenciação Celular , Hepatócitos/metabolismo , Receptores do Fator de Necrose Tumoral/metabolismo , Colangiocarcinoma/genética , Colangiocarcinoma/metabolismo , Ductos Biliares Intra-Hepáticos/metabolismo , Neoplasias dos Ductos Biliares/metabolismo , NF-kappa B/metabolismo , Quinase Induzida por NF-kappaB
2.
PLoS Genet ; 17(8): e1009094, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34398873

RESUMO

The systematic identification of genetic events driving cellular transformation and tumor progression in the absence of a highly recurrent oncogenic driver mutation is a challenge in cutaneous oncology. In cutaneous squamous cell carcinoma (cuSCC), the high UV-induced mutational burden poses a hurdle to achieve a complete molecular landscape of this disease. Here, we utilized the Sleeping Beauty transposon mutagenesis system to statistically define drivers of keratinocyte transformation and cuSCC progression in vivo in the absence of UV-IR, and identified both known tumor suppressor genes and novel oncogenic drivers of cuSCC. Functional analysis confirms an oncogenic role for the ZMIZ genes, and tumor suppressive roles for KMT2C, CREBBP and NCOA2, in the initiation or progression of human cuSCC. Taken together, our in vivo screen demonstrates an extremely heterogeneous genetic landscape of cuSCC initiation and progression, which can be harnessed to better understand skin oncogenic etiology and prioritize therapeutic candidates.


Assuntos
Biomarcadores Tumorais/genética , Carcinoma de Células Escamosas/genética , Transformação Celular Neoplásica/genética , Queratinócitos/patologia , Mutagênese Insercional/métodos , Análise de Sequência de DNA/métodos , Neoplasias Cutâneas/genética , Proteína de Ligação a CREB/genética , Carcinoma de Células Escamosas/patologia , Transformação Celular Neoplásica/patologia , Elementos de DNA Transponíveis , Proteínas de Ligação a DNA/genética , Progressão da Doença , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Coativador 2 de Receptor Nuclear/genética , Neoplasias Cutâneas/patologia
3.
Proc Natl Acad Sci U S A ; 117(50): 31945-31953, 2020 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-33268499

RESUMO

Regulation of quiescence is critical for the maintenance of adult hematopoietic stem cells (HSCs). Disruption of transcription factor gene Prdm16 during mouse embryonic development has been shown to cause a severe loss of fetal liver HSCs; however, the underlying mechanisms and the function of Prdm16 in adult HSCs remain unclear. To investigate the role of Prdm16 in adult HSCs, we generated a novel conditional knockout mouse model and deleted Prdm16 in adult mouse hematopoietic system using the IFN-inducible Mx1-Cre Our results show that Prdm16 deletion in the adult mouse hematopoietic system has a less severe effect on HSCs, causing a gradual decline of adult HSC numbers and a concomitant increase in the multipotent progenitor (MPP) compartment. Prdm16 deletion in the hematopoietic system following transplantation produced the same phenotype, indicating that the defect is intrinsic to adult HSCs. This HSC loss was also exacerbated by stress induced by 5-fluorouracil injections. Annexin V staining showed no difference in apoptosis between wild-type and knockout adult HSCs. In contrast, Bromodeoxyuridine analysis revealed that loss of Prdm16 significantly increased cycling of long-term HSCs (LT-HSCs) with the majority of the cells found in the S to G2/M phase. Consistently, RNA sequencing analysis of mouse LT-HSCs with and without Prdm16 deletion showed that Prdm16 loss induced a significant decrease in the expression of several known cell cycle regulators of HSCs, among which Cdkn1a and Egr1 were identified as direct targets of Prdm16 Our results suggest that Prdm16 preserves the function of adult LT-HSCs by promoting their quiescence.


Assuntos
Células-Tronco Adultas/fisiologia , Ciclo Celular/genética , Proteínas de Ligação a DNA/metabolismo , Células-Tronco Hematopoéticas/fisiologia , Fatores de Transcrição/metabolismo , Ativação Transcricional , Animais , Inibidor de Quinase Dependente de Ciclina p21/genética , Proteínas de Ligação a DNA/genética , Proteína 1 de Resposta de Crescimento Precoce/genética , Feminino , Transplante de Células-Tronco Hematopoéticas , Camundongos , Camundongos Knockout , RNA-Seq , Fatores de Transcrição/genética
4.
Proc Natl Acad Sci U S A ; 116(47): 23625-23635, 2019 11 19.
Artigo em Inglês | MEDLINE | ID: mdl-31690663

RESUMO

Myocardin-related transcription factor B (MRTFB) is a candidate tumor-suppressor gene identified in transposon mutagenesis screens of the intestine, liver, and pancreas. Using a combination of cell-based assays, in vivo tumor xenograft assays, and Mrtfb knockout mice, we demonstrate here that MRTFB is a human and mouse colorectal cancer (CRC) tumor suppressor that functions in part by inhibiting cell invasion and migration. To identify possible MRTFB transcriptional targets, we performed whole transcriptome RNA sequencing in MRTFB siRNA knockdown primary human colon cells and identified 15 differentially expressed genes. Among the top candidate tumor-suppressor targets were melanoma cell adhesion molecule (MCAM), a known tumor suppressor, and spindle apparatus coiled-coil protein 1 (SPDL1), which has no confirmed role in cancer. To determine whether these genes play a role in CRC, we knocked down the expression of MCAM and SPDL1 in human CRC cells and showed significantly increased invasion and migration of tumor cells. We also showed that Spdl1 expression is significantly down-regulated in Mrtfb knockout mouse intestine, while lower SPDL1 expression levels are significantly associated with reduced survival in CRC patients. Finally, we show that depletion of MCAM and SPDL1 in human CRC cells significantly increases tumor development in xenograft assays, further confirming their tumor-suppressive roles in CRC. Collectively, our findings demonstrate the tumor-suppressive role of MRTFB in CRC and identify several genes, including 2 tumor suppressors, that act downstream of MRTFB to regulate tumor growth and survival in CRC patients.


Assuntos
Adenocarcinoma/genética , Proteínas de Ciclo Celular/metabolismo , Neoplasias Colorretais/genética , Regulação Neoplásica da Expressão Gênica , Proteínas de Neoplasias/fisiologia , Fatores de Transcrição/fisiologia , Adenocarcinoma/metabolismo , Adenocarcinoma/patologia , Animais , Antígeno CD146/metabolismo , Movimento Celular , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Feminino , Técnicas de Silenciamento de Genes , Genes Supressores de Tumor , Células HCT116 , Células HT29 , Xenoenxertos , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Nus , Invasividade Neoplásica , Proteínas de Neoplasias/genética , Transplante de Neoplasias , Interferência de RNA , RNA Interferente Pequeno/genética , Fatores de Transcrição/deficiência , Fatores de Transcrição/genética
5.
Proc Natl Acad Sci U S A ; 116(31): 15635-15644, 2019 07 30.
Artigo em Inglês | MEDLINE | ID: mdl-31300537

RESUMO

Colorectal cancer (CRC) is the third leading cause of cancer-related deaths worldwide. Several genome sequencing studies have provided comprehensive CRC genomic datasets. Likewise, in our previous study, we performed genome-wide Sleeping Beauty transposon-based mutagenesis screening in mice and provided comprehensive datasets of candidate CRC driver genes. However, functional validation for most candidate CRC driver genes, which were commonly identified from both human and mice, has not been performed. Here, we describe a platform for functionally validating CRC driver genes that utilizes CRISPR-Cas9 in mouse intestinal tumor organoids and human CRC-derived organoids in xenograft mouse models. We used genetically defined benign tumor-derived organoids carrying 2 frequent gene mutations (Apc and Kras mutations), which act in the early stage of CRC development, so that we could clearly evaluate the tumorigenic ability of the mutation in a single gene. These studies showed that Acvr1b, Acvr2a, and Arid2 could function as tumor suppressor genes (TSGs) in CRC and uncovered a role for Trp53 in tumor metastasis. We also showed that co-occurrent mutations in receptors for activin and transforming growth factor-ß (TGF-ß) synergistically promote tumorigenesis, and shed light on the role of activin receptors in CRC. This experimental system can also be applied to mouse intestinal organoids carrying other sensitizing mutations as well as organoids derived from other organs, which could further contribute to identification of novel cancer driver genes and new drug targets.


Assuntos
Sistemas CRISPR-Cas , Neoplasias Colorretais , Perfilação da Expressão Gênica , Técnicas de Inativação de Genes , Proteínas de Neoplasias , Organoides , Animais , Linhagem Celular Tumoral , Neoplasias Colorretais/genética , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Humanos , Camundongos , Camundongos Endogâmicos NOD , Proteínas de Neoplasias/biossíntese , Proteínas de Neoplasias/genética , Organoides/metabolismo , Organoides/patologia
6.
Cancer Sci ; 112(6): 2089-2096, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-33783919

RESUMO

Cancer genome sequencing studies have identified driver genes for a variety of different cancers and helped to understand the genetic landscape of human cancer. It is still challenging, however, to identify cancer driver genes with confidence simply from genetic data alone. In vivo forward genetic screens using Sleeping Beauty (SB) transposon mutagenesis provides another powerful genetic tool for identifying candidate cancer driver genes in wild-type and sensitized mouse tumors. By comparing cancer driver genes identified in human and mouse tumors, cancer driver genes can be identified with additional confidence based upon comparative oncogenomics. This review describes how SB mutagenesis works in mice and focuses on studies that have identified cancer driver genes in the mouse gastrointestinal tract.


Assuntos
Elementos de DNA Transponíveis , Genes Neoplásicos , Neoplasias/genética , Animais , Elementos de DNA Transponíveis/genética , Progressão da Doença , Resistencia a Medicamentos Antineoplásicos/genética , Neoplasias Gastrointestinais/genética , Genes Neoplásicos/genética , Predisposição Genética para Doença , Testes Genéticos , Humanos , Camundongos , Mutagênese Insercional
7.
Biochem Biophys Res Commun ; 552: 120-127, 2021 05 07.
Artigo em Inglês | MEDLINE | ID: mdl-33744759

RESUMO

Epithelial ovarian cancer (EOC) is the seventh most common cancer worldwide and the deadliest gynecological malignancy because of its aggressiveness and high recurrence rate. To discover new therapeutic targets for EOC, we combined public EOC microarray datasets with our previous in vivo shRNA screening dataset. The top-ranked gene ubiquitin specific peptidase 32 (USP32), coding a deubiquitinating enzyme, is a component of the ubiquitin proteasome system. Clinically, USP32 is expressed in primary ovarian cancer, especially in metastatic peritoneal tumors, and negatively impacts the survival outcome. USP32 regulates proliferative and epithelial mesenchymal transition capacities that are associated with EOC progression. Proteomic analysis identified farnesyl-diphosphate farnesyltransferase 1 (FDFT1) as a novel substrate of USP32 that is an enzyme in the mevalonate pathway, essentially associated with cell proliferation and stemness. USP32 and FDFT1 expression was higher in tumor spheres than in adherent cells. Inhibition of USP32, FDFT1, or mevalonate pathway considerably suppressed tumor sphere formation, which was restored by adding squalene, a downstream product of FDFT1. These findings suggested that USP32-FDFT1 axis contributes to EOC progression, and could be novel therapeutic targets for EOC treatment.


Assuntos
Carcinoma Epitelial do Ovário/genética , Farnesil-Difosfato Farnesiltransferase/genética , Regulação Neoplásica da Expressão Gênica , Oncogenes/genética , Neoplasias Ovarianas/genética , Ubiquitina Tiolesterase/genética , Animais , Carcinoma Epitelial do Ovário/metabolismo , Carcinoma Epitelial do Ovário/terapia , Linhagem Celular Tumoral , Proliferação de Células/genética , Intervalo Livre de Doença , Farnesil-Difosfato Farnesiltransferase/metabolismo , Feminino , Células HEK293 , Humanos , Camundongos Nus , Neoplasias Ovarianas/metabolismo , Neoplasias Ovarianas/terapia , Interferência de RNA , Terapêutica com RNAi/métodos , Ubiquitina Tiolesterase/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto/métodos
8.
Proc Natl Acad Sci U S A ; 115(44): E10417-E10426, 2018 10 30.
Artigo em Inglês | MEDLINE | ID: mdl-30327349

RESUMO

Nonalcoholic fatty liver disease (NAFLD) is the fastest rising cause of hepatocellular carcinoma (HCC) in Western countries; however, the molecular mechanisms that cause NAFLD-HCC remain elusive. To identify molecular drivers of NAFLD-HCC, we performed Sleeping Beauty (SB) transposon mutagenesis screens in liver-specific Pten knockout and in high-fat diet-fed mice, which are murine models of NAFLD-HCC. SB mutagenesis accelerated liver tumor formation in both models and identified 588 and 376 candidate cancer genes (CCGs), respectively; 257 CCGs were common to both screens and were enriched in signaling pathways known to be important for human HCC. Comparison of these CCGs with those identified in a previous SB screen of hepatitis B virus-induced HCC identified a core set of 141 CCGs that were mutated in all screens. Forty-one CCGs appeared specific for NAFLD-HCC, including Sav1, a component of the Hippo signaling pathway and the most frequently mutated gene identified in both NAFLD-HCC screens. Liver-specific deletion of Sav1 was found to promote hepatic lipid accumulation, apoptosis, and fibrogenesis, leading to the acceleration of hepatocarcinogenesis in liver-specific Pten mutant mice. Sav1/Pten double-mutant livers also showed a striking up-regulation of markers of liver progenitor cells (LPCs), along with synergistic activation of Yap, which is a major downstream effector of Hippo signaling. Lastly, Yap activation, in combination with Pten inactivation, was found to accelerate cell growth and sphere formation of LPCs in vitro and induce their malignant transformation in allografts. Our forward genetic screens in mice have thus identified pathways and genes driving the development of NAFLD-HCC.


Assuntos
Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/patologia , Elementos de DNA Transponíveis/genética , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/patologia , Hepatopatia Gordurosa não Alcoólica/genética , Hepatopatia Gordurosa não Alcoólica/patologia , Animais , Apoptose/genética , Carcinogênese/genética , Carcinogênese/patologia , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/patologia , Dieta Hiperlipídica/efeitos adversos , Fígado/patologia , Camundongos , Mutagênese/genética , Oncogenes/genética , Transdução de Sinais/genética , Regulação para Cima/genética
9.
Nat Immunol ; 9(3): 254-62, 2008 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-18246070

RESUMO

The ubiquitin-editing enzyme A20 is a critical negative regulator of inflammation and cytokine-mediated activation of the transcription factor NF-kappaB; however, little is known about the mechanisms of A20-mediated inactivation of signaling intermediates such as RIP1. Here we demonstrate that the regulatory molecule TAX1BP1 recruited the E3 ligase Itch to A20 via two 'PPXY' motifs. Itch was essential for the termination of tumor necrosis factor receptor signaling by controlling A20-mediated recruitment and inactivation of RIP1. Furthermore, the Tax oncoprotein of human T cell leukemia virus type I targeted this complex for inactivation by disrupting the interaction among TAX1BP1, A20 and Itch. Thus, our studies show a previously unappreciated complexity of A20 substrate recognition and inactivation whereby TAX1BP1 and Itch function as essential subunits of an A20 ubiquitin-editing complex.


Assuntos
Regulação para Baixo/imunologia , Peptídeos e Proteínas de Sinalização Intracelular/fisiologia , Proteínas Nucleares/fisiologia , Proteínas Repressoras/fisiologia , Transdução de Sinais/imunologia , Ubiquitina-Proteína Ligases/fisiologia , Animais , Células Cultivadas , Proteínas de Ligação a DNA , Deleção de Genes , Proteínas de Homeodomínio/genética , Humanos , MAP Quinase Quinase 4/metabolismo , Camundongos , Camundongos Knockout , Proteínas de Neoplasias , Proteínas Serina-Treonina Quinases/metabolismo , Proteína 3 Induzida por Fator de Necrose Tumoral alfa , Quinase Induzida por NF-kappaB
10.
Nucleic Acids Res ; 46(D1): D1011-D1017, 2018 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-29059366

RESUMO

Large-scale oncogenomic studies have identified few frequently mutated cancer drivers and hundreds of infrequently mutated drivers. Defining the biological context for rare driving events is fundamentally important to increasing our understanding of the druggable pathways in cancer. Sleeping Beauty (SB) insertional mutagenesis is a powerful gene discovery tool used to model human cancers in mice. Our lab and others have published a number of studies that identify cancer drivers from these models using various statistical and computational approaches. Here, we have integrated SB data from primary tumor models into an analysis and reporting framework, the Sleeping Beauty Cancer Driver DataBase (SBCDDB, http://sbcddb.moffitt.org), which identifies drivers in individual tumors or tumor populations. Unique to this effort, the SBCDDB utilizes a single, scalable, statistical analysis method that enables data to be grouped by different biological properties. This allows for SB drivers to be evaluated (and re-evaluated) under different contexts. The SBCDDB provides visual representations highlighting the spatial attributes of transposon mutagenesis and couples this functionality with analysis of gene sets, enabling users to interrogate relationships between drivers. The SBCDDB is a powerful resource for comparative oncogenomic analyses with human cancer genomics datasets for driver prioritization.


Assuntos
Bases de Dados Genéticas , Genes Neoplásicos , Neoplasias Experimentais/genética , Animais , Elementos de DNA Transponíveis , Modelos Animais de Doenças , Camundongos , Mutagênese Insercional
11.
Nucleic Acids Res ; 46(16): e94, 2018 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-29846651

RESUMO

Cancer driver prioritization for functional analysis of potential actionable therapeutic targets is a significant challenge. Meta-analyses of mutated genes across different human cancer types for driver prioritization has reaffirmed the role of major players in cancer, including KRAS, TP53 and EGFR, but has had limited success in prioritizing genes with non-recurrent mutations in specific cancer types. Sleeping Beauty (SB) insertional mutagenesis is a powerful experimental gene discovery framework to define driver genes in mouse models of human cancers. Meta-analyses of SB datasets across multiple tumor types is a potentially informative approach to prioritize drivers, and complements efforts in human cancers. Here, we report the development of SB Driver Analysis, an in-silico method for defining cancer driver genes that positively contribute to tumor initiation and progression from population-level SB insertion data sets. We demonstrate that SB Driver Analysis computationally prioritizes drivers and defines distinct driver classes from end-stage tumors that predict their putative functions during tumorigenesis. SB Driver Analysis greatly enhances our ability to analyze, interpret and prioritize drivers from SB cancer datasets and will continue to substantially increase our understanding of the genetic basis of cancer.


Assuntos
Transformação Celular Neoplásica/genética , Elementos de DNA Transponíveis/genética , Mutagênese Insercional , Neoplasias/genética , Oncogenes/genética , Proteínas Supressoras de Tumor/genética , Algoritmos , Animais , Predisposição Genética para Doença/genética , Humanos , Camundongos , Modelos Genéticos , Neoplasias/patologia
12.
Proc Natl Acad Sci U S A ; 114(35): E7301-E7310, 2017 08 29.
Artigo em Inglês | MEDLINE | ID: mdl-28811376

RESUMO

Epithelial ovarian cancer (EOC) is a deadly cancer, and its prognosis has not been changed significantly during several decades. To seek new therapeutic targets for EOC, we performed an in vivo dropout screen in human tumor xenografts using a pooled shRNA library targeting thousands of druggable genes. Then, in follow-up studies, we performed a second screen using a genome-wide CRISPR/Cas9 library. These screens identified 10 high-confidence drug targets that included well-known oncogenes such as ERBB2 and RAF1, and novel oncogenes, notably KPNB1, which we investigated further. Genetic and pharmacological inhibition showed that KPNB1 exerts its antitumor effects through multiphase cell cycle arrest and apoptosis induction. Mechanistically, proteomic studies revealed that KPNB1 acts as a master regulator of cell cycle-related proteins, including p21, p27, and APC/C. Clinically, EOC patients with higher expression levels of KPNB1 showed earlier recurrence and worse prognosis than those with lower expression levels of KPNB1. Interestingly, ivermectin, a Food and Drug Administration-approved antiparasitic drug, showed KPNB1-dependent antitumor effects on EOC, serving as an alternative therapeutic toward EOC patients through drug repositioning. Last, we found that the combination of ivermectin and paclitaxel produces a stronger antitumor effect on EOC both in vitro and in vivo than either drug alone. Our studies have thus identified a combinatorial therapy for EOC, in addition to a plethora of potential drug targets.


Assuntos
Neoplasias Epiteliais e Glandulares/genética , Neoplasias Ovarianas/genética , beta Carioferinas/genética , beta Carioferinas/metabolismo , Apoptose/efeitos dos fármacos , Apoptose/genética , Carcinoma Epitelial do Ovário , Pontos de Checagem do Ciclo Celular/genética , Proteínas de Ciclo Celular/metabolismo , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Ensaios de Seleção de Medicamentos Antitumorais/métodos , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Ivermectina/farmacologia , Mutação com Perda de Função/genética , Neoplasias Epiteliais e Glandulares/metabolismo , Oncogenes , Neoplasias Ovarianas/metabolismo , Paclitaxel/farmacologia , RNA Interferente Pequeno/genética
13.
Proc Natl Acad Sci U S A ; 114(11): E2215-E2224, 2017 03 14.
Artigo em Inglês | MEDLINE | ID: mdl-28251929

RESUMO

Robust prognostic gene signatures and therapeutic targets are difficult to derive from expression profiling because of the significant heterogeneity within breast cancer (BC) subtypes. Here, we performed forward genetic screening in mice using Sleeping Beauty transposon mutagenesis to identify candidate BC driver genes in an unbiased manner, using a stabilized N-terminal truncated ß-catenin gene as a sensitizer. We identified 134 mouse susceptibility genes from 129 common insertion sites within 34 mammary tumors. Of these, 126 genes were orthologous to protein-coding genes in the human genome (hereafter, human BC susceptibility genes, hBCSGs), 70% of which are previously reported cancer-associated genes, and ∼16% are known BC suppressor genes. Network analysis revealed a gene hub consisting of E1A binding protein P300 (EP300), CD44 molecule (CD44), neurofibromin (NF1) and phosphatase and tensin homolog (PTEN), which are linked to a significant number of mutated hBCSGs. From our survival prediction analysis of the expression of human BC genes in 2,333 BC cases, we isolated a six-gene-pair classifier that stratifies BC patients with high confidence into prognostically distinct low-, moderate-, and high-risk subgroups. Furthermore, we proposed prognostic classifiers identifying three basal and three claudin-low tumor subgroups. Intriguingly, our hBCSGs are mostly unrelated to cell cycle/mitosis genes and are distinct from the prognostic signatures currently used for stratifying BC patients. Our findings illustrate the strength and validity of integrating functional mutagenesis screens in mice with human cancer transcriptomic data to identify highly prognostic BC subtyping biomarkers.


Assuntos
Neoplasias da Mama/genética , Transformação Celular Neoplásica/genética , Elementos de DNA Transponíveis , Estudos de Associação Genética , Predisposição Genética para Doença , Mutagênese Insercional , Animais , Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Transformação Celular Neoplásica/metabolismo , Biologia Computacional/métodos , Modelos Animais de Doenças , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Camundongos , Camundongos Knockout , Mutação , Prognóstico , Reprodutibilidade dos Testes , Risco , Transdução de Sinais , Análise de Sobrevida , Transcriptoma
14.
Proc Natl Acad Sci U S A ; 113(14): E2057-65, 2016 Apr 05.
Artigo em Inglês | MEDLINE | ID: mdl-27006499

RESUMO

Mutations in SMAD4 predispose to the development of gastrointestinal cancer, which is the third leading cause of cancer-related deaths. To identify genes driving gastric cancer (GC) development, we performed a Sleeping Beauty (SB) transposon mutagenesis screen in the stomach of Smad4(+/-) mutant mice. This screen identified 59 candidate GC trunk drivers and a much larger number of candidate GC progression genes. Strikingly, 22 SB-identified trunk drivers are known or candidate cancer genes, whereas four SB-identified trunk drivers, including PTEN, SMAD4, RNF43, and NF1, are known human GC trunk drivers. Similar to human GC, pathway analyses identified WNT, TGF-ß, and PI3K-PTEN signaling, ubiquitin-mediated proteolysis, adherens junctions, and RNA degradation in addition to genes involved in chromatin modification and organization as highly deregulated pathways in GC. Comparative oncogenomic filtering of the complete list of SB-identified genes showed that they are highly enriched for genes mutated in human GC and identified many candidate human GC genes. Finally, by comparing our complete list of SB-identified genes against the list of mutated genes identified in five large-scale human GC sequencing studies, we identified LDL receptor-related protein 1B (LRP1B) as a previously unidentified human candidate GC tumor suppressor gene. In LRP1B, 129 mutations were found in 462 human GC samples sequenced, and LRP1B is one of the top 10 most deleted genes identified in a panel of 3,312 human cancers. SB mutagenesis has, thus, helped to catalog the cooperative molecular mechanisms driving SMAD4-induced GC growth and discover genes with potential clinical importance in human GC.


Assuntos
Elementos de DNA Transponíveis/genética , Mutagênese , Proteína Smad4/genética , Neoplasias Gástricas/genética , Transposases/genética , Junções Aderentes/genética , Animais , Cromatina/metabolismo , Humanos , Camundongos , Camundongos Knockout , Oncogenes , Neoplasias Gástricas/patologia
15.
Proc Natl Acad Sci U S A ; 113(24): E3384-93, 2016 06 14.
Artigo em Inglês | MEDLINE | ID: mdl-27247392

RESUMO

Epithelial-mesenchymal transition (EMT) is thought to contribute to metastasis and chemoresistance in patients with hepatocellular carcinoma (HCC), leading to their poor prognosis. The genes driving EMT in HCC are not yet fully understood, however. Here, we show that mobilization of Sleeping Beauty (SB) transposons in immortalized mouse hepatoblasts induces mesenchymal liver tumors on transplantation to nude mice. These tumors show significant down-regulation of epithelial markers, along with up-regulation of mesenchymal markers and EMT-related transcription factors (EMT-TFs). Sequencing of transposon insertion sites from tumors identified 233 candidate cancer genes (CCGs) that were enriched for genes and cellular processes driving EMT. Subsequent trunk driver analysis identified 23 CCGs that are predicted to function early in tumorigenesis and whose mutation or alteration in patients with HCC is correlated with poor patient survival. Validation of the top trunk drivers identified in the screen, including MET (MET proto-oncogene, receptor tyrosine kinase), GRB2-associated binding protein 1 (GAB1), HECT, UBA, and WWE domain containing 1 (HUWE1), lysine-specific demethylase 6A (KDM6A), and protein-tyrosine phosphatase, nonreceptor-type 12 (PTPN12), showed that deregulation of these genes activates an EMT program in human HCC cells that enhances tumor cell migration. Finally, deregulation of these genes in human HCC was found to confer sorafenib resistance through apoptotic tolerance and reduced proliferation, consistent with recent studies showing that EMT contributes to the chemoresistance of tumor cells. Our unique cell-based transposon mutagenesis screen appears to be an excellent resource for discovering genes involved in EMT in human HCC and potentially for identifying new drug targets.


Assuntos
Carcinoma Hepatocelular , Elementos de DNA Transponíveis , Transição Epitelial-Mesenquimal/genética , Neoplasias Hepáticas , Mutagênese , Proteínas de Neoplasias , Animais , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/metabolismo , Movimento Celular/genética , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/metabolismo , Camundongos , Camundongos Nus , Camundongos Transgênicos , Proteínas de Neoplasias/genética , Proto-Oncogene Mas
16.
Proc Natl Acad Sci U S A ; 113(48): E7749-E7758, 2016 11 29.
Artigo em Inglês | MEDLINE | ID: mdl-27849608

RESUMO

Triple-negative breast cancer (TNBC) has the worst prognosis of any breast cancer subtype. To better understand the genetic forces driving TNBC, we performed a transposon mutagenesis screen in a phosphatase and tensin homolog (Pten) mutant mice and identified 12 candidate trunk drivers and a much larger number of progression genes. Validation studies identified eight TNBC tumor suppressor genes, including the GATA-like transcriptional repressor TRPS1 Down-regulation of TRPS1 in TNBC cells promoted epithelial-to-mesenchymal transition (EMT) by deregulating multiple EMT pathway genes, in addition to increasing the expression of SERPINE1 and SERPINB2 and the subsequent migration, invasion, and metastasis of tumor cells. Transposon mutagenesis has thus provided a better understanding of the genetic forces driving TNBC and discovered genes with potential clinical importance in TNBC.


Assuntos
Adenocarcinoma/genética , Elementos de DNA Transponíveis , Neoplasias Mamárias Experimentais/genética , PTEN Fosfo-Hidrolase/genética , Adenocarcinoma/secundário , Animais , Linhagem Celular Tumoral , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Progressão da Doença , Feminino , Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Genes Neoplásicos , Genes Supressores de Tumor , Humanos , Estimativa de Kaplan-Meier , Neoplasias Pulmonares , Neoplasias Mamárias Experimentais/patologia , Camundongos Transgênicos , Mutagênese , Mutação de Sentido Incorreto , Modelos de Riscos Proporcionais , Proteínas Proto-Oncogênicas c-fos/genética , Proteínas Proto-Oncogênicas c-fos/metabolismo , Proteínas Repressoras , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Neoplasias de Mama Triplo Negativas/genética , Neoplasias de Mama Triplo Negativas/mortalidade , Neoplasias de Mama Triplo Negativas/patologia
17.
Gastroenterology ; 151(2): 324-337.e12, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27178121

RESUMO

BACKGROUND & AIMS: High-throughput sequencing technologies have identified thousands of infrequently mutated genes in hepatocellular carcinomas (HCCs). However, high intratumor and intertumor heterogeneity, combined with large numbers of passenger mutations, have made it difficult to identify driver mutations that contribute to the development of HCC. We combined transposon mutagenesis with a high-throughput screen of a small-hairpin RNA (shRNA) library to identify genes and pathways that contribute to HCC development. METHODS: Sleeping beauty transposons were mobilized in livers of transgenic mice predisposed to develop hepatocellular adenoma and HCC owing to expression of the hepatitis B virus surface antigen. This whole-genome mutagenesis technique was used to generate an unbiased catalogue of candidate cancer genes (CCGs). Pooled shRNA libraries targeting 250 selected CCGs then were introduced into immortalized mouse liver cells and the cells were monitored for their tumor-forming ability after injection into nude mice. RESULTS: Transposon-mediated mutagenesis identified 1917 high-confident CCGs and highlighted the importance of Ras signaling in the development of HCC. Subsequent pooled shRNA library screening of 250 selected CCGs validated 27 HCC tumor-suppressor genes. Individual shRNA knockdown of 4 of these genes (Acaa2, Hbs1l, Ralgapa2, and Ubr2) increased the proliferation of multiple human HCC cell lines in culture and accelerated the formation of xenograft tumors in nude mice. The ability of Ralgapa2 to promote HCC cell proliferation and tumor formation required its inhibition of Rala and Ralb. Dual inhibition of Ras signaling via Ral and Raf, using a combination of small-molecule inhibitor RBC8 and sorafenib, reduced the proliferation of HCC cells in culture and completely inhibited their growth as xenograft tumors in nude mice. CONCLUSIONS: In a 2-step forward genetic screen in mice, we identified members of the Ral guanosine triphosphatase-activating protein pathway and other proteins as suppressors of HCC cell proliferation and tumor growth. These proteins might serve as therapeutic targets for liver cancer.


Assuntos
Carcinoma Hepatocelular/genética , Proteínas Ativadoras de GTPase/fisiologia , Genes Supressores de Tumor , Neoplasias Hepáticas Experimentais/genética , Proteínas ral de Ligação ao GTP/fisiologia , Animais , Proliferação de Células/genética , Perfilação da Expressão Gênica/métodos , Regulação Neoplásica da Expressão Gênica , Fígado/metabolismo , Camundongos , Camundongos Transgênicos , Transdução de Sinais/genética
18.
EMBO J ; 31(13): 2922-36, 2012 Jun 29.
Artigo em Inglês | MEDLINE | ID: mdl-22588081

RESUMO

The development of the dentate gyrus is characterized by distinct phases establishing a durable stem-cell pool required for postnatal and adult neurogenesis. Here, we report that Bcl11b/Ctip2, a zinc finger transcription factor expressed in postmitotic neurons, plays a critical role during postnatal development of the dentate gyrus. Forebrain-specific ablation of Bcl11b uncovers dual phase-specific functions of Bcl11b demonstrated by feedback control of the progenitor cell compartment as well as regulation of granule cell differentiation, leading to impaired spatial learning and memory in mutants. Surprisingly, we identified Desmoplakin as a direct transcriptional target of Bcl11b. Similarly to Bcl11b, postnatal neurogenesis and granule cell differentiation are impaired in Desmoplakin mutants. Re-expression of Desmoplakin in Bcl11b mutants rescues impaired neurogenesis, suggesting Desmoplakin to be an essential downstream effector of Bcl11b in hippocampal development. Together, our data define an important novel regulatory pathway in hippocampal development, by linking transcriptional functions of Bcl11b to Desmoplakin, a molecule known to act on cell adhesion.


Assuntos
Giro Denteado/fisiologia , Neurogênese/fisiologia , Proteínas Repressoras/fisiologia , Proteínas Supressoras de Tumor/fisiologia , Animais , Animais Recém-Nascidos , Giro Denteado/citologia , Giro Denteado/crescimento & desenvolvimento , Desmoplaquinas/fisiologia , Feminino , Deficiências da Aprendizagem/metabolismo , Deficiências da Aprendizagem/fisiopatologia , Masculino , Transtornos da Memória/metabolismo , Transtornos da Memória/fisiopatologia , Camundongos , Camundongos Knockout , Camundongos Transgênicos , Prosencéfalo/citologia , Prosencéfalo/metabolismo , Proteínas Repressoras/genética , Células-Tronco/fisiologia , Proteínas Supressoras de Tumor/genética
19.
Proc Natl Acad Sci U S A ; 110(31): E2885-94, 2013 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-23858473

RESUMO

Ecotropic viral integration site-1 (EVI1) is an oncogenic zinc finger transcription factor whose expression is frequently up-regulated in myeloid leukemia and epithelial cancers. To better understand the mechanisms underlying EVI1-associated disease, we sought to define the EVI1 interactome in cancer cells. By using stable isotope labeling by amino acids in cell culture (SILAC)-based quantitative proteomics, we could confidently assign 78 proteins as EVI1-interacting partners for FLAG-tagged EVI1. Subsequently, we showed that 22 of 27 tested interacting proteins could coimmunoprecipitate with endogenous EVI1 protein, which represented an 81.5% validation rate. Additionally, by comparing the stable isotope labeling by amino acids in cell culture (SILAC) data with high-throughput yeast two hybrid results, we showed that five of these proteins interacted directly with EVI1. Functional classification of EVI1-interacting proteins revealed associations with cellular transcription machinery; modulators of transcription; components of WNT, TGF-ß, and RAS pathways; and proteins regulating DNA repair, recombination, and mitosis. We also identified EVI1 phosphorylation sites by MS analysis and showed that Ser538 and Ser858 can be phosphorylated and dephosphorylated by two EVI1 interactome proteins, casein kinase II and protein phosphatase-1α. Finally, mutations that impair EVI1 phosphorylation at these sites reduced EVI1 DNA binding through its C-terminal zinc finger domain and induced cancer cell proliferation. Collectively, these combinatorial proteomic approaches demonstrate that EVI1 interacts with large and complex networks of proteins, which integrate signals from various different signaling pathways important for oncogenesis. Comprehensive analysis of the EVI1 interactome has thus provided an important resource for dissecting the molecular mechanisms of EVI1-associated disease.


Assuntos
Proteínas de Ligação a DNA/metabolismo , Mitose , Neoplasias/metabolismo , Proteínas Oncogênicas/metabolismo , Reparo de DNA por Recombinação , Fatores de Transcrição/metabolismo , Via de Sinalização Wnt , Proteínas de Ligação a DNA/genética , Células HeLa , Humanos , Proteína do Locus do Complexo MDS1 e EVI1 , Neoplasias/genética , Neoplasias/patologia , Proteínas Oncogênicas/genética , Fosforilação/genética , Proto-Oncogenes/genética , Fatores de Transcrição/genética
20.
Proc Natl Acad Sci U S A ; 110(15): 6091-6, 2013 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-23533276

RESUMO

To define genetic lesions driving leukemia, we targeted cre-dependent Sleeping Beauty (SB) transposon mutagenesis to the blood-forming system using a hematopoietic-selective vav 1 oncogene (vav1) promoter. Leukemias of diverse lineages ensued, most commonly lymphoid leukemia and erythroleukemia. The inclusion of a transgenic allele of Janus kinase 2 (JAK2)V617F resulted in acceleration of transposon-driven disease and strong selection for erythroleukemic pathology with transformation of bipotential erythro-megakaryocytic cells. The genes encoding the E-twenty-six (ETS) transcription factors Ets related gene (Erg) and Ets1 were the most common sites for transposon insertion in SB-induced JAK2V617F-positive erythroleukemias, present in 87.5% and 65%, respectively, of independent leukemias examined. The role of activated Erg was validated by reproducing erythroleukemic pathology in mice transplanted with fetal liver cells expressing translocated in liposarcoma (TLS)-ERG, an activated form of ERG found in human leukemia. Via application of SB mutagenesis to TLS-ERG-induced erythroid transformation, we identified multiple loci as likely collaborators with activation of Erg. Jak2 was identified as a common transposon insertion site in TLS-ERG-induced disease, strongly validating the cooperation between JAK2V617F and transposon insertion at the Erg locus in the JAK2V617F-positive leukemias. Moreover, loci expressing other regulators of signal transduction pathways were conspicuous among the common transposon insertion sites in TLS-ERG-driven leukemia, suggesting that a key mechanism in erythroleukemia may be the collaboration of lesions disturbing erythroid maturation, most notably in genes of the ETS family, with mutations that reduce dependence on exogenous signals.


Assuntos
Regulação Leucêmica da Expressão Gênica , Janus Quinase 2/metabolismo , Leucemia Eritroblástica Aguda/metabolismo , Leucemia Megacarioblástica Aguda/metabolismo , Proteínas Oncogênicas/metabolismo , Proteínas Proto-Oncogênicas c-ets/metabolismo , Alelos , Animais , Elementos de DNA Transponíveis , Genótipo , Janus Quinase 2/genética , Leucemia Eritroblástica Aguda/genética , Leucemia Megacarioblástica Aguda/genética , Camundongos , Camundongos Transgênicos , Mutagênese , Transplante de Neoplasias , Proteínas Oncogênicas/genética , Regiões Promotoras Genéticas , Proteína Proto-Oncogênica c-ets-1/genética , Proteína Proto-Oncogênica c-ets-1/metabolismo , Proteínas Proto-Oncogênicas c-ets/genética , Recombinação Genética , Análise de Sequência de DNA , Transdução de Sinais/genética , Fatores de Transcrição , Regulador Transcricional ERG
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