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1.
Nat Biotechnol ; 2024 Jan 02.
Artigo em Inglês | MEDLINE | ID: mdl-38168982

RESUMO

The ability to control gene expression in mammalian cells is crucial for safe and efficacious gene therapies and for elucidating gene functions. Current gene regulation systems have limitations such as harmful immune responses or low efficiency. We describe the pA regulator, an RNA-based switch that controls mammalian gene expression through modulation of a synthetic polyA signal (PAS) cleavage introduced into the 5' UTR of a transgene. The cleavage is modulated by a 'dual-mechanism'-(1) aptamer clamping to inhibit PAS cleavage and (2) drug-induced alternative splicing that removes the PAS, both activated by drug binding. This RNA-based methodology circumvents the immune responses observed in other systems and achieves a 900-fold induction with an EC50 of 0.5 µg ml-1 tetracycline (Tc), which is well within the FDA-approved dose range. The pA regulator effectively controls the luciferase transgene in live mice and the endogenous CD133 gene in human cells, in a dose-dependent and reversible manner with long-term stability.

2.
Cells ; 11(6)2022 03 16.
Artigo em Inglês | MEDLINE | ID: mdl-35326453

RESUMO

One common genetic alteration in cancer is gene fusion resulting from chromosomal translocations. The mechanisms that create such oncogenic fusion genes are not well understood. Previously, we provided the direct evidence that expression of a designed chimeric RNA can drive the formation of TMPRSS2-ERG gene fusion. Central to this RNA-mediated gene fusion mechanism is a proposed three-way junction formed by RNA/DNA hybrid and the intergenic DNA stem formed by target genes. In this study, we determined the important parameters for chimeric RNA-mediated gene fusion using TMPRSS2-ERG fusion gene as the model. Our results indicate that both the chimeric RNA lengths and the sizes of unpaired bulges play important roles in inducing TMPRSS2-ERG gene fusion. The optimal length of unpaired bulges was about 35 nt, while the optimal chimeric RNA length was about 50 nt for targeting. These observations were consistent regardless of the target locations within TMPRSS2 and ERG genes. These empirically determined parameters provide important insight for searching cellular RNAs that may initiate oncogenic fusion genes. The knowledge could also facilitate the development of useful genomic technology for manipulating mammalian genomes.


Assuntos
Proteínas de Fusão Oncogênica , RNA , Animais , Fusão Gênica , Mamíferos/metabolismo , Fusão Oncogênica , Proteínas de Fusão Oncogênica/genética , Proteínas de Fusão Oncogênica/metabolismo , RNA/genética , Regulador Transcricional ERG/genética
3.
PLoS Genet ; 17(12): e1009985, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34928964

RESUMO

Oncogenic fusion genes as the result of chromosomal rearrangements are important for understanding genome instability in cancer cells and developing useful cancer therapies. To date, the mechanisms that create such oncogenic fusion genes are poorly understood. Previously we reported an unappreciated RNA-driven mechanism in human prostate cells in which the expression of chimeric RNA induces specified gene fusions in a sequence-dependent manner. One fundamental question yet to be addressed is whether such RNA-driven gene fusion mechanism is generalizable, or rather, a special case restricted to prostate cells. In this report, we demonstrated that the expression of designed chimeric RNAs in human endometrial stromal cells leads to the formation of JAZF1-SUZ12, a cancer fusion gene commonly found in low-grade endometrial stromal sarcomas. The process is specified by the sequence of chimeric RNA involved and inhibited by estrogen or progesterone. Furthermore, it is the antisense rather than sense chimeric RNAs that effectively drive JAZF1-SUZ12 gene fusion. The induced fusion gene is validated both at the RNA and the genomic DNA level. The ability of designed chimeric RNAs to drive and recapitulate the formation of JAZF1-SUZ12 gene fusion in endometrial cells represents another independent case of RNA-driven gene fusion, suggesting that RNA-driven genomic recombination is a permissible mechanism in mammalian cells. The results could have fundamental implications in the role of RNA in genome stability, and provide important insight in early disease mechanisms related to the formation of cancer fusion genes.


Assuntos
Proteínas Correpressoras/genética , Proteínas de Ligação a DNA/genética , Neoplasias do Endométrio/genética , Proteínas de Neoplasias/genética , Proteínas de Fusão Oncogênica/genética , RNA Neoplásico/genética , Fatores de Transcrição/genética , Linhagem Celular Tumoral , Neoplasias do Endométrio/patologia , Endométrio/metabolismo , Endométrio/patologia , Estrogênios/genética , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Genoma Humano/genética , Instabilidade Genômica/genética , Humanos , Progesterona/genética , Células Estromais/metabolismo , Células Estromais/patologia , Transfecção
4.
Genome Res ; 30(3): 375-391, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32127416

RESUMO

Circular RNAs (circRNAs), a class of long noncoding RNAs, are known to be enriched in mammalian neural tissues. Although a wide range of dysregulation of gene expression in autism spectrum disorder (ASD) have been reported, the role of circRNAs in ASD remains largely unknown. Here, we performed genome-wide circRNA expression profiling in postmortem brains from individuals with ASD and controls and identified 60 circRNAs and three coregulated modules that were perturbed in ASD. By integrating circRNA, microRNA, and mRNA dysregulation data derived from the same cortex samples, we identified 8170 ASD-associated circRNA-microRNA-mRNA interactions. Putative targets of the axes were enriched for ASD risk genes and genes encoding inhibitory postsynaptic density (PSD) proteins, but not for genes implicated in monogenetic forms of other brain disorders or genes encoding excitatory PSD proteins. This reflects the previous observation that ASD-derived organoids show overproduction of inhibitory neurons. We further confirmed that some ASD risk genes (NLGN1, STAG1, HSD11B1, VIP, and UBA6) were regulated by an up-regulated circRNA (circARID1A) via sponging a down-regulated microRNA (miR-204-3p) in human neuronal cells. Particularly, alteration of NLGN1 expression is known to affect the dynamic processes of memory consolidation and strengthening. To the best of our knowledge, this is the first systems-level view of circRNA regulatory networks in ASD cortex samples. We provided a rich set of ASD-associated circRNA candidates and the corresponding circRNA-microRNA-mRNA axes, particularly those involving ASD risk genes. Our findings thus support a role for circRNA dysregulation and the corresponding circRNA-microRNA-mRNA axes in ASD pathophysiology.


Assuntos
Transtorno do Espectro Autista/genética , Regulação da Expressão Gênica , MicroRNAs/metabolismo , RNA Circular/metabolismo , RNA Mensageiro/metabolismo , Astrócitos/metabolismo , Transtorno do Espectro Autista/metabolismo , Encéfalo/metabolismo , Linhagem Celular , Genoma Humano , Humanos , Células-Tronco Neurais/metabolismo , Neurônios/metabolismo
5.
Methods Mol Biol ; 2079: 187-207, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31728972

RESUMO

While chimeric RNAs may be generated by transcription-mediated mechanisms such as "trans-splicing" and "read-through/splicing" (Zhang et al., Cancer Discov 2:598-607, 2012; Zaphiropoulos, Front Genet 2:92, 2011; Li et al., Cell Cycle 8:218-222, 2009; Jividen and Li, Genes Chromosomes Cancer 53:963-971, 2014; Jia et al., Trends Cancer 2:475-484, 2016), most highly expressed chimeric RNA species identified so far are usually transcribed directly from fusion genes. Fusion genes, formed by joining two parental genes as a result of chromosomal rearrangements, are hallmarks of many types of cancer. Various methods can be deployed for confirming a particular fusion gene as the original source of transcribed chimeric RNA. In this chapter, we discuss commonly used methodologies such as genomic DNA breakpoint mapping and fluorescent in situ hybridization useful for confirming gene fusion events. In addition, we highlight the development of new technologies such as de novo whole-genome optical mapping suitable for global analysis of genomic arrangements. The advantages and disadvantages of each of these technologies are presented and compared.


Assuntos
Fusão Gênica , RNA/genética , Pontos de Quebra do Cromossomo , Mapeamento Cromossômico , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Hibridização in Situ Fluorescente , Reação em Cadeia da Polimerase
6.
Proc Natl Acad Sci U S A ; 115(52): E12295-E12304, 2018 12 26.
Artigo em Inglês | MEDLINE | ID: mdl-30538195

RESUMO

One of the hallmarks of cancer is the formation of oncogenic fusion genes as a result of chromosomal translocations. Fusion genes are presumed to form before fusion RNA expression. However, studies have reported the presence of fusion RNAs in individuals who were negative for chromosomal translocations. These observations give rise to "the cart before the horse" hypothesis, in which the genesis of a fusion RNA precedes the fusion gene. The fusion RNA then guides the genomic rearrangements that ultimately result in a gene fusion. However, RNA-mediated genomic rearrangements in mammalian cells have never been demonstrated. Here we provide evidence that expression of a chimeric RNA drives formation of a specified gene fusion via genomic rearrangement in mammalian cells. The process is: (i) specified by the sequence of chimeric RNA involved, (ii) facilitated by physiological hormone levels, (iii) permissible regardless of intrachromosomal (TMPRSS2-ERG) or interchromosomal (TMPRSS2-ETV1) fusion, and (iv) can occur in normal cells before malignant transformation. We demonstrate that, contrary to "the cart before the horse" model, it is the antisense rather than sense chimeric RNAs that effectively drive gene fusion, and that this disparity can be explained by transcriptional conflict. Furthermore, we identified an endogenous RNA AZI1 that functions as the "initiator" RNA to induce TMPRSS2-ERG fusion. RNA-driven gene fusion demonstrated in this report provides important insight in early disease mechanisms, and could have fundamental implications in the biology of mammalian genome stability, as well as gene-editing technology via mechanisms native to mammalian cells.


Assuntos
Proteínas de Ciclo Celular/genética , Fusão Gênica , Proteínas dos Microtúbulos/genética , RNA/genética , Proteínas de Ciclo Celular/metabolismo , Linhagem Celular , Proteínas do Citoesqueleto , Humanos , Proteínas dos Microtúbulos/metabolismo , RNA/metabolismo , Serina Endopeptidases/genética , Serina Endopeptidases/metabolismo , Regulador Transcricional ERG/genética , Regulador Transcricional ERG/metabolismo
7.
J Hematol Oncol ; 11(1): 74, 2018 05 31.
Artigo em Inglês | MEDLINE | ID: mdl-29855336

RESUMO

BACKGROUND: Epithelial-to-mesenchymal transition (EMT) has, in recent years, emerged as an important tumor cell behavior associated with high metastatic potential and drug resistance. Interestingly, protein SUMOylation and hepatocyte growth factor could respectively reduce the effect of small molecule inhibitors on tyrosine kinase activity of mutated epidermal growth factor receptor of lung adenocarcinomas (LADC). The actual mechanism is yet to be resolved. METHODS: Immunohistochemistry was used to stain proteins in LADC specimens. Protein expression was confirmed by Western blotting. In vitro, expression of proteins was determined by Western blotting and immunocytochemistry. Levels of circular RNA were determined by reverse transcription-polymerase chain reaction. RESULTS: SAE2 and cirRNA CCDC66 were highly expressed in LADC. Expression of SAE2 was mainly regulated by EGFR; however, expression of cirRNA CCDC66 was positively regulated by FAK and c-Met but negatively modulated by nAchR7α. EGFR-resistant H1975 also highly expressed cirRNA CCDC66. Immediate response of hypoxia increased phosphorylated c-Met, SAE2, and epithelial-to-mesenchymal transition. Either activation of FAK or silencing of nAchR7α increased cirRNA CCDC66. CONCLUSIONS: HGF/c-Met regulates expression of SAE2 and cirRNA CCDC66 to increase EMT and drug resistance of LADC cells. Multimodality drugs concurrently aiming at these targets would probably provide more benefits for cancer patients.


Assuntos
Proteínas do Olho/genética , Fator de Crescimento de Hepatócito/metabolismo , Neoplasias Pulmonares/patologia , Proteínas Proto-Oncogênicas c-met/metabolismo , Adenocarcinoma/patologia , Linhagem Celular , Ácidos Nucleicos Livres/análise , Resistência a Medicamentos/efeitos dos fármacos , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Receptores ErbB/farmacologia , Expressão Gênica/efeitos dos fármacos , Humanos , Redes e Vias Metabólicas , Enzimas Ativadoras de Ubiquitina/metabolismo
8.
Cancer Res ; 77(9): 2339-2350, 2017 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-28249903

RESUMO

Circular RNA (circRNA) is a class of noncoding RNA whose functions remain mostly unknown. Recent studies indicate circRNA may be involved in disease pathogenesis, but direct evidence is scarce. Here, we characterize the functional role of a novel circRNA, circCCDC66, in colorectal cancer. RNA-Seq data from matched normal and tumor colon tissue samples identified numerous circRNAs specifically elevated in cancer cells, several of which were verified by quantitative RT-PCR. CircCCDC66 expression was elevated in polyps and colon cancer and was associated with poor prognosis. Gain-of-function and loss-of-function studies in colorectal cancer cell lines demonstrated that circCCDC66 controlled multiple pathological processes, including cell proliferation, migration, invasion, and anchorage-independent growth. In-depth characterization revealed that circCCDC66 exerts its function via regulation of a subset of oncogenes, and knockdown of circCCDC66 inhibited tumor growth and cancer invasion in xenograft and orthotopic mouse models, respectively. Taken together, these findings highlight a novel oncogenic function of circRNA in cancer progression and metastasis. Cancer Res; 77(9); 2339-50. ©2017 AACR.


Assuntos
Neoplasias Colorretais/genética , Proteínas do Olho/genética , Pólipos/genética , RNA/genética , Animais , Proliferação de Células/genética , Neoplasias Colorretais/patologia , Proteínas do Olho/biossíntese , Regulação Neoplásica da Expressão Gênica , Células HCT116 , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Camundongos , Metástase Neoplásica , Pólipos/patologia , RNA/biossíntese , RNA Circular , RNA não Traduzido/genética , Ensaios Antitumorais Modelo de Xenoenxerto
9.
Methods ; 106: 3-13, 2016 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-27312879

RESUMO

Through iterative cycles of selection, amplification, and mutagenesis, in vitro selection provides the ability to isolate molecules of desired properties and function from large pools (libraries) of random molecules with as many as 10(16) distinct species. This review, in recognition of a quarter of century of scientific discoveries made through in vitro selection, starts with a brief overview of the method and its history. It further covers recent developments in in vitro selection with a focus on tools that enhance the capabilities of in vitro selection and its expansion from being purely a nucleic acids selection to that of polypeptides and proteins. In addition, we cover how next generation sequencing and modern biological computational tools are being used to complement in vitro selection experiments. On the very least, sequencing and computational tools can translate the large volume of information associated with in vitro selection experiments to manageable, analyzable, and exploitable information. Finally, in vivo selection is briefly compared and contrasted to in vitro selection to highlight the unique capabilities of each method.


Assuntos
Biologia Computacional/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Proteínas/isolamento & purificação , Técnica de Seleção de Aptâmeros/métodos , Proteínas/química , Proteínas/genética , RNA/genética
10.
Cancers (Basel) ; 7(4): 2083-93, 2015 Oct 19.
Artigo em Inglês | MEDLINE | ID: mdl-26492273

RESUMO

High-grade serous ovarian cancer (HGSC) is among the most lethal forms of cancer in women. By analyzing the mRNA-seq reads from The Cancer Genome Atlas (TCGA), we uncovered a novel cancer-enriched chimeric RNA as the result of splicing between MUC1, a highly glycosylated transmembrane mucin, TRIM46, a tripartite motif containing protein, and KRTCAP2, a keratinocyte associated protein. Experimental analyses by RT-PCR (reverse transcription PCR) and Sanger sequencing using an in-house cohort of 59 HGSC patient tumors revealed a total of six MUC1-TRIM46-KRTCAP2 isoforms joined by different annotated splice sites between these genes. These chimeric isoforms are not detected in non-cancerous ovaries, yet are present in three out of every four HGSC patient tumors, a significant frequency given the exceedingly heterogeneous nature of this disease. Transfection of the cDNA of MUC1-TRIM46-KRTCAP2 isoforms in mammalian cells led to the translation of mutant MUC1 fusion proteins that are unglycosylated and cytoplasmically localized as opposed to the cell membrane, a feature resembling the tumor-associated MUC1. Because the parental MUC1 is overexpressed in 90% of HGSC tumors and has been proposed as a clinical biomarker and therapeutic target, the chimeric MUC1-TRIM46-KRTCAP2 isoforms identified in this report could represent significantly better MUC1 variants for the same clinical utilities.

11.
Proc Natl Acad Sci U S A ; 112(11): E1272-7, 2015 Mar 17.
Artigo em Inglês | MEDLINE | ID: mdl-25733895

RESUMO

High-grade serous ovarian cancer (HGSC) is among the most lethal forms of cancer in women. Excessive genomic rearrangements, which are expected to create fusion oncogenes, are the hallmark of this cancer. Here we report a cancer-specific gene fusion between BCAM, a membrane adhesion molecule, and AKT2, a key kinase in the PI3K signaling pathway. This fusion is present in 7% of the 60 patient cancers tested, a significant frequency considering the highly heterogeneous nature of this malignancy. Further, we provide direct evidence that BCAM-AKT2 is translated into an in-frame fusion protein in the patient's tumor. The resulting AKT2 fusion kinase is membrane-associated, constitutively phosphorylated, and activated as a functional kinase in cells. Unlike endogenous AKT2, whose activity is tightly regulated by external stimuli, BCAM-AKT2 escapes the regulation from external stimuli. Moreover, a BCAM-AKT2 fusion gene generated via chromosomal translocation using the CRISPR/Cas9 system leads to focus formation in both OVCAR8 and HEK-293T cell lines, suggesting that BCAM-AKT2 is oncogenic. Together, the results indicate that BCAM-AKT2 expression is a new mechanism of AKT2 kinase activation in HGSC. BCAM-AKT2 is the only fusion gene in HGSC that is proven to translate an aberrant yet functional kinase fusion protein with oncogenic properties. This recurrent genomic alteration is a potential therapeutic target and marker of a clinically relevant subtype for tailored therapy of HGSC.


Assuntos
Cistadenocarcinoma Seroso/enzimologia , Cistadenocarcinoma Seroso/genética , Neoplasias Epiteliais e Glandulares/enzimologia , Neoplasias Epiteliais e Glandulares/genética , Proteínas de Fusão Oncogênica/genética , Neoplasias Ovarianas/enzimologia , Neoplasias Ovarianas/genética , Proteínas Proto-Oncogênicas c-akt/genética , Sequência de Aminoácidos , Sequência de Bases , Sistemas CRISPR-Cas/genética , Carcinoma Epitelial do Ovário , Linhagem Celular Tumoral , Membrana Celular/enzimologia , Cromossomos Humanos/genética , Cistadenocarcinoma Seroso/patologia , Ativação Enzimática , Feminino , Regulação Neoplásica da Expressão Gênica , Rearranjo Gênico/genética , Humanos , Dados de Sequência Molecular , Gradação de Tumores , Neoplasias Epiteliais e Glandulares/patologia , Proteínas de Fusão Oncogênica/química , Neoplasias Ovarianas/patologia , Fosforilação , Biossíntese de Proteínas , Proteínas Proto-Oncogênicas c-akt/química , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Transfecção , Translocação Genética
12.
PLoS Genet ; 10(3): e1004216, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24675677

RESUMO

Ovarian cancer is the fifth leading cause of cancer death in women. Almost 70% of ovarian cancer deaths are due to the high-grade serous subtype, which is typically detected only after it has metastasized. Characterization of high-grade serous cancer is further complicated by the significant heterogeneity and genome instability displayed by this cancer. Other than mutations in TP53, which is common to many cancers, highly recurrent recombinant events specific to this cancer have yet to be identified. Using high-throughput transcriptome sequencing of seven patient samples combined with experimental validation at DNA, RNA and protein levels, we identified a cancer-specific and inter-chromosomal fusion gene CDKN2D-WDFY2 that occurs at a frequency of 20% among sixty high-grade serous cancer samples but is absent in non-cancerous ovary and fallopian tube samples. This is the most frequent recombinant event identified so far in high-grade serous cancer implying a major cellular lineage in this highly heterogeneous cancer. In addition, the same fusion transcript was also detected in OV-90, an established high-grade serous type cell line. The genomic breakpoint was identified in intron 1 of CDKN2D and intron 2 of WDFY2 in patient tumor, providing direct evidence that this is a fusion gene. The parental gene, CDKN2D, is a cell-cycle modulator that is also involved in DNA repair, while WDFY2 is known to modulate AKT interactions with its substrates. Transfection of cloned fusion construct led to loss of wildtype CDKN2D and wildtype WDFY2 protein expression, and a gain of a short WDFY2 protein isoform that is presumably under the control of the CDKN2D promoter. The expression of short WDFY2 protein in transfected cells appears to alter the PI3K/AKT pathway that is known to play a role in oncogenesis. CDKN2D-WDFY2 fusion could be an important molecular signature for understanding and classifying sub-lineages among heterogeneous high-grade serous ovarian carcinomas.


Assuntos
Inibidor de Quinase Dependente de Ciclina p19/genética , Peptídeos e Proteínas de Sinalização Intracelular/genética , Proteínas de Fusão Oncogênica/genética , Neoplasias Ovarianas/genética , Biomarcadores Tumorais/genética , Tubas Uterinas/metabolismo , Tubas Uterinas/patologia , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Mutação , Gradação de Tumores , Neoplasias Ovarianas/patologia , Translocação Genética/genética , Proteína Supressora de Tumor p53/genética
13.
Oncotarget ; 4(11): 2135-43, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24243830

RESUMO

It is increasingly recognized that chimeric RNAs may exert a novel layer of cellular complexity that contributes to oncogenesis and cancer progression, and could be utilized as molecular biomarkers and therapeutic targets. To date yet no fusion chimeric RNAs have been identified in esophageal cancer, the 6th most frequent cause of cancer death in the world. While analyzing the expression of 32 recurrent cancer chimeric RNAs in esophageal squamous cell carcinoma (ESCC) from patients and cancer cell lines, we identified GOLM1-MAK10, as a highly cancer-enriched chimeric RNA in ESCC. In situ hybridization revealed that the expression of the chimera is largely restricted to cancer cells in patient tumors, and nearly undetectable in non-neoplastic esophageal tissue from normal subjects. The aberrant chimera closely correlated with histologic differentiation and lymph node metastasis. Furthermore, we demonstrate that chimera GOLM1-MAK10 encodes a secreted fusion protein. Mechanistic studies reveal that GOLM1-MAK10 is likely derived from transcription read-through/splicing rather than being generated from a fusion gene. Collectively, these findings provide novel insights into the molecular mechanism involved in ESCC and provide a novel potential target for future therapies. The secreted fusion protein translated from GOLM1-MAK10 could also serve as a unique protein signature detectable by standard non-invasive assays. These observations are critical as there is no clinically useful molecular signature available for detecting this deadly disease or monitoring the treatment response.


Assuntos
Biomarcadores Tumorais/genética , Carcinoma de Células Escamosas/genética , Neoplasias Esofágicas/genética , Proteínas de Membrana/genética , Acetiltransferase N-Terminal C/genética , Proteínas de Fusão Oncogênica/genética , RNA/genética , Idoso , Sequência de Bases , Quimerismo , Estudos de Coortes , Carcinoma de Células Escamosas do Esôfago , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Hibridização In Situ , Masculino , Proteínas de Membrana/metabolismo , Pessoa de Meia-Idade , Acetiltransferase N-Terminal C/metabolismo , Proteínas de Fusão Oncogênica/metabolismo , Prognóstico , Transcriptoma , Transfecção
14.
Bioinformatics ; 29(9): 1174-81, 2013 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-23505294

RESUMO

SUMMARY: Gene fusions are being discovered at an increasing rate using massively parallel sequencing technologies. Prioritization of cancer fusion drivers for validation cannot be performed using traditional single-gene based methods because fusions involve portions of two partner genes. To address this problem, we propose a novel network analysis method called fusion centrality that is specifically tailored for prioritizing gene fusions. We first propose a domain-based fusion model built on the theory of exon/domain shuffling. The model leads to a hypothesis that a fusion is more likely to be an oncogenic driver if its partner genes act like hubs in a network because the fusion mutation can deregulate normal functions of many other genes and their pathways. The hypothesis is supported by the observation that for most known cancer fusion genes, at least one of the fusion partners appears to be a hub in a network, and even for many fusions both partners appear to be hubs. Based on this model, we construct fusion centrality, a multi-gene-based network metric, and use it to score fusion drivers. We show that the fusion centrality outperforms other single gene-based methods. Specifically, the method successfully predicts most of 38 newly discovered fusions that had validated oncogenic importance. To our best knowledge, this is the first network-based approach for identifying fusion drivers. AVAILABILITY: Matlab code implementing the fusion centrality method is available upon request from the corresponding authors.


Assuntos
Redes Reguladoras de Genes , Genes Neoplásicos , Fusão Oncogênica , Fusão Gênica , Humanos , Modelos Genéticos , Mutação , Neoplasias/genética , Proteínas de Fusão Oncogênica/química , Estrutura Terciária de Proteína
15.
Proc Natl Acad Sci U S A ; 108(22): 9172-7, 2011 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-21571633

RESUMO

Transcription-induced chimeric RNAs, possessing sequences from different genes, are expected to increase the proteomic diversity through chimeric proteins or altered regulation. Despite their importance, few studies have focused on chimeric RNAs especially regarding their presence/roles in human cancers. By deep sequencing the transcriptome of 20 human prostate cancer and 10 matched benign prostate tissues, we obtained 1.3 billion sequence reads, which led to the identification of 2,369 chimeric RNA candidates. Chimeric RNAs occurred in significantly higher frequency in cancer than in matched benign samples. Experimental investigation of a selected 46 set led to the confirmation of 32 chimeric RNAs, of which 27 were highly recurrent and previously undescribed in prostate cancer. Importantly, a subset of these chimeras was present in prostate cancer cell lines, but not detectable in primary human prostate epithelium cells, implying their associations with cancer. These chimeras contain discernable 5' and 3' splice sites at the RNA junction, indicating that their formation is mediated by splicing. Their presence is also largely independent of the expression of parental genes, suggesting that other factors are involved in their production and regulation. One chimera, TMEM79-SMG5, is highly differentially expressed in human cancer samples and therefore a potential biomarker. The prevalence of chimeric RNAs may allow the limited number of human genes to encode a substantially larger number of RNAs and proteins, forming an additional layer of cellular complexity. Together, our results suggest that chimeric RNAs are widespread, and increased chimeric RNA events could represent a unique class of molecular alteration in cancer.


Assuntos
Regulação Neoplásica da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Neoplasias da Próstata/metabolismo , Análise de Sequência de DNA , Processamento Alternativo , Estudos de Coortes , Biologia Computacional/métodos , Bases de Dados Genéticas , Perfilação da Expressão Gênica , Humanos , Masculino , Prostatectomia , Neoplasias da Próstata/genética , RNA/metabolismo
16.
PLoS One ; 5(1): e8529, 2010 Jan 08.
Artigo em Inglês | MEDLINE | ID: mdl-20072613

RESUMO

Deep sequencing of transcriptome (RNA-seq) provides unprecedented opportunity to interrogate plausible mRNA splicing patterns by mapping RNA-seq reads to exon junctions (thereafter junction reads). In most previous studies, exon junctions were detected by using the quantitative information of junction reads. The quantitative criterion (e.g. minimum of two junction reads), although is straightforward and widely used, usually results in high false positive and false negative rates, owning to the complexity of transcriptome. Here, we introduced a new metric, namely Minimal Match on Either Side of exon junction (MMES), to measure the quality of each junction read, and subsequently implemented an empirical statistical model to detect exon junctions. When applied to a large dataset (>200M reads) consisting of mouse brain, liver and muscle mRNA sequences, and using independent transcripts databases as positive control, our method was proved to be considerably more accurate than previous ones, especially for detecting junctions originated from low-abundance transcripts. Our results were also confirmed by real time RT-PCR assay. The MMES metric can be used either in this empirical statistical model or in other more sophisticated classifiers, such as logistic regression.


Assuntos
Processamento Alternativo , Modelos Estatísticos , RNA Mensageiro/genética , Éxons , Perfilação da Expressão Gênica , Modelos Logísticos
17.
Methods Mol Biol ; 540: 335-47, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19381571

RESUMO

RNA cleavage is a catalytic reaction which defines many types of RNA processing events, including those of metabolite-sensing riboswitch, self-splicing introns, mRNA splicing, tRNA processing, polyA-cleavage, and various small ribozymes such as hairpin and hammerhead ribozyme. In this chapter, we describe a general methodology for developing a mammalian cell-based high-throughput screening assay useful for identifying small molecules capable of inhibiting RNA cleavage in mammalian cells. In the specific assay described, a plasmid DNA vector in which the expression of a luciferase reporter gene is controlled by hammerhead ribozyme cleavage was stably introduced into the human 293 cell line. Such a cell line enabled the rapid screening of chemical compound libraries and the identification of cell membrane-permeable inhibitory molecules capable of blocking ribozyme cleavage. The general strategy described later could in principle be adapted to identify small molecule inhibitors of many types of RNA cleavage reactions.


Assuntos
Bioensaio/métodos , Processamento Pós-Transcricional do RNA/efeitos dos fármacos , RNA/metabolismo , Bibliotecas de Moléculas Pequenas/análise , Bibliotecas de Moléculas Pequenas/farmacologia , Linhagem Celular , Células Clonais , Genes Reporter , Humanos , Oligonucleotídeos Antissenso/farmacologia , Reprodutibilidade dos Testes
18.
Biol Chem ; 388(8): 779-86, 2007 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17655496

RESUMO

Full-length hammerhead ribozymes were subjected to in vitro selection to identify variants that are allosterically regulated by theophylline in the presence of a physiologically relevant concentration of Mg(2+). The population of allosteric ribozymes resulting from 15 rounds of in vitro selection yielded variants with observed rate constants (k (obs)) as high as 8 min(-1) in the presence of theophylline and maximal k (obs) increases of up to 285-fold compared to rate constants measured in the absence of effector. The selected ribozymes have kinetic characteristics that are predicted to be sufficient for cellular gene control applications, but do not exhibit any activity in reporter gene assays. The inability of the engineered RNAs to control gene expression suggests that the in vitro and in vivo folding pathways of the RNAs are different. These results provide several key pieces of information that will aid in future efforts to engineer allosteric ribozymes for gene control applications.


Assuntos
Engenharia Genética , RNA Catalítico/genética , RNA Catalítico/metabolismo , Schistosoma mansoni/enzimologia , Regulação Alostérica , Sítio Alostérico , Animais , Sequência de Bases , Cafeína/química , Cafeína/farmacologia , Linhagem Celular , Células Clonais , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Cinética , Dados de Sequência Molecular , Conformação de Ácido Nucleico , RNA Catalítico/química , Sequências Reguladoras de Ácido Ribonucleico , Técnica de Seleção de Aptâmeros , Análise de Sequência de RNA , Teofilina/química , Teofilina/farmacologia
19.
RNA ; 12(5): 797-806, 2006 May.
Artigo em Inglês | MEDLINE | ID: mdl-16556935

RESUMO

We have recently described an RNA-only gene regulation system for mammalian cells in which inhibition of self-cleavage of an mRNA carrying ribozyme sequences provides the basis for control of gene expression. An important proof of principle for that system was provided by demonstrating the ability of one specific small molecule inhibitor of RNA self-cleavage, toyocamycin, to control gene expression in vitro and vivo. Here, we describe the development of the high-throughput screening (HTS) assay that led to the identification of toyocamycin and other molecules capable of inhibiting RNA self-cleavage in mammalian cells. To identify small molecules that can serve as inhibitors of ribozyme self-cleavage, we established a cell-based assay in which expression of a luciferase (luc) reporter is controlled by ribozyme sequences, and screened 58,076 compounds for their ability to induce luciferase expression. Fifteen compounds able to inhibit ribozyme self-cleavage in cells were identified through this screen. The most potent of the inhibitors identified were toyocamycin and 5-fluorouridine (FUR), nucleoside analogs carrying modifications of the 7-position and 5-position of the purine or pyrimidine bases. Individually, these two compounds were able to induce gene expression of the ribozyme-controlled reporter approximately 365-fold and 110-fold, respectively. Studies of the mechanism of action of the ribozyme inhibitors indicate that the compounds must be incorporated into RNA in order to inhibit RNA self-cleavage.


Assuntos
Inibidores Enzimáticos/química , Regulação Enzimológica da Expressão Gênica , RNA Catalítico/antagonistas & inibidores , Laranja de Acridina/química , Adenosina/análogos & derivados , Adenosina/química , Animais , Antibióticos Antineoplásicos/farmacologia , Linhagem Celular , Citidina/análogos & derivados , Citidina/química , Avaliação Pré-Clínica de Medicamentos , Etídio/química , Fluoruracila/farmacologia , Guanina/análogos & derivados , Guanina/química , Humanos , Camundongos , Camundongos Nus , Estrutura Molecular , Toiocamicina/farmacologia , Tubercidina/farmacologia , Uridina/análogos & derivados , Uridina/química , beta-Galactosidase/metabolismo
20.
Nature ; 431(7007): 471-6, 2004 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-15386015

RESUMO

Recent studies on the control of specific metabolic pathways in bacteria have documented the existence of entirely RNA-based mechanisms for controlling gene expression. These mechanisms involve the modulation of translation, transcription termination or RNA self-cleavage through the direct interaction of specific intracellular metabolites and RNA sequences. Here we show that an analogous RNA-based gene regulation system can effectively be designed for mammalian cells via the incorporation of sequences encoding self-cleaving RNA motifs into the transcriptional unit of a gene or vector. When correctly positioned, the sequences lead to potent inhibition of gene or vector expression, owing to the spontaneous cleavage of the RNA transcript. Administration of either oligonucleotides complementary to regions of the self-cleaving motif or a specific small molecule results in the efficient induction of gene expression, owing to inhibition of self-cleavage of the messenger RNA. Efficient regulation of transgene expression is shown in a variety of mammalian cell lines and live animals. In conjunction with other emerging technologies, this methodology may be particularly applicable to the development of gene regulation systems tailored to any small inducer molecule, and provide a novel means of biological sensing in vivo that may have an important application in the regulated delivery of protein therapeutics.


Assuntos
Regulação da Expressão Gênica , Engenharia Genética/métodos , RNA Catalítico/antagonistas & inibidores , RNA Catalítico/metabolismo , Adenosina/farmacologia , Animais , Pareamento de Bases , Sequência de Bases , Catálise/efeitos dos fármacos , Linhagem Celular , Linhagem Celular Tumoral , Cricetinae , Regulação da Expressão Gênica/efeitos dos fármacos , Genes Reporter/genética , Vetores Genéticos/genética , Humanos , Camundongos , Dados de Sequência Molecular , Oligonucleotídeos/química , Oligonucleotídeos/genética , Oligonucleotídeos/metabolismo , Oligonucleotídeos/farmacologia , Especificidade de Órgãos , RNA Catalítico/química , RNA Catalítico/genética , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Toiocamicina/farmacologia
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