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1.
Oncotarget ; 12(8): 726-739, 2021 Apr 13.
Artigo em Inglês | MEDLINE | ID: mdl-33889297

RESUMO

We developed and analytically validated a comprehensive genomic profiling (CGP) assay, GEM ExTra, for patients with advanced solid tumors that uses Next Generation Sequencing (NGS) to characterize whole exomes employing a paired tumor-normal subtraction methodology. The assay detects single nucleotide variants (SNV), indels, focal copy number alterations (CNA), TERT promoter region, as well as tumor mutation burden (TMB) and microsatellite instability (MSI) status. Additionally, the assay incorporates whole transcriptome sequencing of the tumor sample that allows for the detection of gene fusions and select special transcripts, including AR-V7, EGFR vIII, EGFRvIV, and MET exon 14 skipping events. The assay has a mean target coverage of 180X for the normal (germline) and 400X for tumor DNA including enhanced probe design to facilitate the sequencing of difficult regions. Proprietary bioinformatics, paired with comprehensive clinical curation results in reporting that defines clinically actionable, FDA-approved, and clinical trial drug options for the management of the patient's cancer. GEM ExTra demonstrated analytic specificity (PPV) of > 99.9% and analytic sensitivity of 98.8%. Application of GEM ExTra to 1,435 patient samples revealed clinically actionable alterations in 83.9% of reports, including 31 (2.5%) where therapeutic recommendations were based on RNA fusion findings only.

2.
BMC Genomics ; 16: 1036, 2015 Dec 09.
Artigo em Inglês | MEDLINE | ID: mdl-26645212

RESUMO

BACKGROUND: 3'untranslated regions (3'UTRs) are poorly understood portions of eukaryotic mRNAs essential for post-transcriptional gene regulation. Sequence elements in 3'UTRs can be target sites for regulatory molecules such as RNA binding proteins and microRNAs (miRNAs), and these interactions can exert significant control on gene networks. However, many such interactions remain uncharacterized due to a lack of high-throughput (HT) tools to study 3'UTR biology. HT cloning efforts such as the human ORFeome exemplify the potential benefits of genomic repositories for studying human disease, especially in relation to the discovery of biomarkers and targets for therapeutic agents. Currently there are no publicly available human 3'UTR libraries. To address this we have prepared the first version of the human 3'UTRome (h3'UTRome v1) library. The h3'UTRome is produced to a single high quality standard using the same recombinational cloning technology used for the human ORFeome, enabling universal operating methods and high throughput experimentation. The library is thoroughly sequenced and annotated with simple online access to information, and made publically available through gene repositories at low cost to all scientists with minimal restriction. RESULTS: The first release of the h3'UTRome library comprises 1,461 human 3'UTRs cloned into Gateway® entry vectors, ready for downstream analyses. It contains 3'UTRs for 985 transcription factors, 156 kinases, 171 RNA binding proteins, and 186 other genes involved in gene regulation and in disease. We demonstrate the feasibility of the h3'UTRome library by screening a panel of 87 3'UTRs for targeting by two miRNAs: let-7c, which is implicated in tumorigenesis, and miR-221, which is implicated in atherosclerosis and heart disease. The panel is enriched with genes involved in the RAS signaling pathway, putative novel targets for the two miRNAs, as well as genes implicated in tumorigenesis and heart disease. CONCLUSIONS: The h3'UTRome v1 library is a modular resource that can be utilized for high-throughput screens to identify regulatory interactions between trans-acting factors and 3'UTRs, Importantly, the library can be customized based on the specifications of the researcher, allowing the systematic study of human 3'UTR biology.


Assuntos
Regiões 3' não Traduzidas , Processamento Pós-Transcricional do RNA , Perfilação da Expressão Gênica , Biblioteca Gênica , Humanos , Reprodutibilidade dos Testes , Análise de Sequência de DNA , Transcriptoma
3.
J Vis Exp ; (99): e52647, 2015 May 25.
Artigo em Inglês | MEDLINE | ID: mdl-26066857

RESUMO

Luminescent Identification of Functional Elements in 3'UTRs (3'LIFE) allows the rapid identification of targets of specific miRNAs within an array of hundreds of queried 3'UTRs. Target identification is based on the dual-luciferase assay, which detects binding at the mRNA level by measuring translational output, giving a functional readout of miRNA targeting. 3'LIFE uses non-proprietary buffers and reagents, and publically available reporter libraries, making genome-wide screens feasible and cost-effective. 3'LIFE can be performed either in a standard lab setting or scaled up using liquid handling robots and other high-throughput instrumentation. We illustrate the approach using a dataset of human 3'UTRs cloned in 96-well plates, and two test miRNAs, let-7c and miR-10b. We demonstrate how to perform DNA preparation, transfection, cell culture and luciferase assays in 96-well format, and provide tools for data analysis. In conclusion 3'LIFE is highly reproducible, rapid, systematic, and identifies high confidence targets.


Assuntos
Sequenciamento de Nucleotídeos em Larga Escala/métodos , Medições Luminescentes/métodos , MicroRNAs/química , MicroRNAs/genética , Regiões 3' não Traduzidas , Humanos , Luciferases/química , RNA Mensageiro/genética , Transfecção
4.
BMC Biol ; 13: 4, 2015 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-25601023

RESUMO

BACKGROUND: Tissue-specific RNA plasticity broadly impacts the development, tissue identity and adaptability of all organisms, but changes in composition, expression levels and its impact on gene regulation in different somatic tissues are largely unknown. Here we developed a new method, polyA-tagging and sequencing (PAT-Seq) to isolate high-quality tissue-specific mRNA from Caenorhabditis elegans intestine, pharynx and body muscle tissues and study changes in their tissue-specific transcriptomes and 3'UTRomes. RESULTS: We have identified thousands of novel genes and isoforms differentially expressed between these three tissues. The intestine transcriptome is expansive, expressing over 30% of C. elegans mRNAs, while muscle transcriptomes are smaller but contain characteristic unique gene signatures. Active promoter regions in all three tissues reveal both known and novel enriched tissue-specific elements, along with putative transcription factors, suggesting novel tissue-specific modes of transcription initiation. We have precisely mapped approximately 20,000 tissue-specific polyadenylation sites and discovered that about 30% of transcripts in somatic cells use alternative polyadenylation in a tissue-specific manner, with their 3'UTR isoforms significantly enriched with microRNA targets. CONCLUSIONS: For the first time, PAT-Seq allowed us to directly study tissue specific gene expression changes in an in vivo setting and compare these changes between three somatic tissues from the same organism at single-base resolution within the same experiment. We pinpoint precise tissue-specific transcriptome rearrangements and for the first time link tissue-specific alternative polyadenylation to miRNA regulation, suggesting novel and unexplored tissue-specific post-transcriptional regulatory networks in somatic cells.


Assuntos
Caenorhabditis elegans/genética , Mucosa Intestinal/metabolismo , Músculos/metabolismo , Poliadenilação/genética , Análise de Sequência de RNA/métodos , Regiões 3' não Traduzidas/genética , Animais , Bases de Dados Genéticas , Regulação da Expressão Gênica , MicroRNAs/genética , MicroRNAs/metabolismo , Especificidade de Órgãos/genética , Faringe/metabolismo , Poli A/metabolismo , Regiões Promotoras Genéticas/genética , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/isolamento & purificação , RNA Mensageiro/metabolismo , Reprodutibilidade dos Testes , Transcriptoma/genética
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