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1.
Curr Protoc Mol Biol ; 119: 7.30.1-7.30.24, 2017 07 05.
Artigo em Inglês | MEDLINE | ID: mdl-28678441

RESUMO

Next-generation sequencing (NGS) is a powerful tool for genomic studies, translational research, and clinical diagnostics that enables the detection of single nucleotide polymorphisms, insertions and deletions, copy number variations, and other genetic variations. Target enrichment technologies improve the efficiency of NGS by only sequencing regions of interest, which reduces sequencing costs while increasing coverage of the selected targets. Here we present NEBNext Direct® , a hybridization-based, target-enrichment approach that addresses many of the shortcomings of traditional target-enrichment methods. This approach features a simple, 7-hr workflow that uses enzymatic removal of off-target sequences to achieve a high specificity for regions of interest. Additionally, unique molecular identifiers are incorporated for the identification and filtering of PCR duplicates. The same protocol can be used across a wide range of input amounts, input types, and panel sizes, enabling NEBNext Direct to be broadly applicable across a wide variety of research and diagnostic needs. © 2017 by John Wiley & Sons, Inc.


Assuntos
Biblioteca Gênica , Genômica/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Hibridização de Ácido Nucleico/métodos , Fatores de Tempo
2.
PLoS One ; 7(8): e42341, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22870320

RESUMO

RNAi screening using pooled shRNA libraries is a valuable tool for identifying genetic regulators of biological processes. However, for a successful pooled shRNA screen, it is imperative to thoroughly optimize experimental conditions to obtain reproducible data. Here we performed viability screens with a library of ∼10,000 shRNAs at two different fold representations (100- and 500-fold at transduction) and report the reproducibility of shRNA abundance changes between screening replicates determined by microarray and next generation sequencing analyses. We show that the technical reproducibility between PCR replicates from a pooled screen can be drastically improved by ensuring that PCR amplification steps are kept within the exponential phase and by using an amount of genomic DNA input in the reaction that maintains the average template copies per shRNA used during library transduction. Using these optimized PCR conditions, we then show that higher reproducibility of biological replicates is obtained by both microarray and next generation sequencing when screening with higher average shRNA fold representation. shRNAs that change abundance reproducibly in biological replicates (primary hits) are identified from screens performed with both 100- and 500-fold shRNA representation, however a higher percentage of primary hit overlap between screening replicates is obtained from 500-fold shRNA representation screens. While strong hits with larger changes in relative abundance were generally identified in both screens, hits with smaller changes were identified only in the screens performed with the higher shRNA fold representation at transduction.


Assuntos
Biblioteca Gênica , Reação em Cadeia da Polimerase/métodos , RNA Interferente Pequeno/química , Células HEK293 , Células HeLa , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , RNA Interferente Pequeno/genética
3.
BMC Neurosci ; 11: 29, 2010 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-20187946

RESUMO

BACKGROUND: Many studies of cocaine-responsive gene expression have focused on changes occurring during cocaine exposure, but few studies have examined the persistence of these changes with cocaine abstinence. Persistent changes in gene expression, as well as alterations induced during abstinence may underlie long-lasting drug craving and relapse liability. RESULTS: Whole-genome expression analysis was conducted on a rat cocaine binge-abstinence model that has previously been demonstrated to engender increased drug seeking and taking with abstinence. Gene expression changes in two mesolimbic terminal fields (mPFC and NAc) were identified in a comparison of cocaine-naïve rats with rats after 10 days of cocaine self-administration followed by 1, 10, or 100 days of enforced abstinence (n = 6-11 per group). A total of 1,461 genes in the mPFC and 414 genes in the NAc were altered between at least two time points (ANOVA, p < 0.05; +/- 1.4 fold-change). These genes can be subdivided into: 1) changes with cocaine self-administration that do not persist into periods of abstinence, 2) changes with cocaine self-administration that persist with abstinence, 3) and those not changed with cocaine self-administration, but changed during enforced abstinence. qPCR analysis was conducted to confirm gene expression changes observed in the microarray analysis. CONCLUSIONS: Together, these changes help to illuminate processes and networks involved in abstinence-induced behaviors, including synaptic plasticity, MAPK signaling, and TNF signaling.


Assuntos
Transtornos Relacionados ao Uso de Cocaína/genética , Cocaína/administração & dosagem , Inibidores da Captação de Dopamina/administração & dosagem , Expressão Gênica , Núcleo Accumbens/metabolismo , Córtex Pré-Frontal/metabolismo , Síndrome de Abstinência a Substâncias/genética , Análise de Variância , Animais , Cocaína/farmacologia , Transtornos Relacionados ao Uso de Cocaína/metabolismo , Modelos Animais de Doenças , Inibidores da Captação de Dopamina/farmacologia , Masculino , Núcleo Accumbens/efeitos dos fármacos , Análise de Sequência com Séries de Oligonucleotídeos , Reação em Cadeia da Polimerase , Córtex Pré-Frontal/efeitos dos fármacos , Ratos , Ratos Sprague-Dawley , Autoadministração , Síndrome de Abstinência a Substâncias/metabolismo , Fatores de Tempo
4.
BMC Med Genomics ; 1: 26, 2008 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-18554398

RESUMO

BACKGROUND: Despite advances in the understanding of diabetic retinopathy, the nature and time course of molecular changes in the retina with diabetes are incompletely described. This study characterized the functional and molecular phenotype of the retina with increasing durations of diabetes. RESULTS: Using the streptozotocin-induced rat model of diabetes, levels of retinal permeability, caspase activity, and gene expression were examined after 1 and 3 months of diabetes. Gene expression changes were identified by whole genome microarray and confirmed by qPCR in the same set of animals as used in the microarray analyses and subsequently validated in independent sets of animals. Increased levels of vascular permeability and caspase-3 activity were observed at 3 months of diabetes, but not 1 month. Significantly more and larger magnitude gene expression changes were observed after 3 months than after 1 month of diabetes. Quantitative PCR validation of selected genes related to inflammation, microvasculature and neuronal function confirmed gene expression changes in multiple independent sets of animals. CONCLUSION: These changes in permeability, apoptosis, and gene expression provide further evidence of progressive retinal malfunction with increasing duration of diabetes. The specific gene expression changes confirmed in multiple sets of animals indicate that pro-inflammatory, anti-vascular barrier, and neurodegenerative changes occur in tandem with functional increases in apoptosis and vascular permeability. These responses are shared with the clinically documented inflammatory response in diabetic retinopathy suggesting that this model may be used to test anti-inflammatory therapeutics.

5.
Pharmacol Biochem Behav ; 90(3): 349-56, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-18466961

RESUMO

In the accompanying paper, we described incubation of heroin-seeking behavior in rats following 14 days of abstinence. To gain an understanding of genomic changes that accompany this behavioral observation, we measured the expression of genes previously reported to respond to drugs of abuse. Specifically, after 1 or 14 days of abstinence, mRNA expression was measured for 11 genes in the medial prefrontal cortex (mPFC) and nucleus accumbens (NAc) immediately following a single 90 min extinction session. Additionally, the role of contingency was examined in control rats that received yoked, response-independent heroin administration. Gene expression was quantified by real-time quantitative PCR. Expression of five genes (Arc, EGR1, EGR2, Fos, and Homer1b/c) was changed in the mPFC. EGR1 and EGR2 expression was increased following the 90 min extinction session in a contingency-specific manner and this increase persisted through the 14 days of abstinence. Fos expression was also increased after 1 and 14 days of abstinence, but at 14 days this increase was response-independent (i.e., it occurred in both the rats with a history of heroin self-administration and in the yoked controls). Arc expression increased following the extinction session only in rats with a history of heroin self-administration and only when tested following 1, but not 14, days of abstinence. Homer 1 b/c decreased after 14 days of enforced abstinence in rats that received non-contingent heroin. Expression of only a single gene (EGR2) was increased in the NAc. These data demonstrate that behavioral incubation is coincident with altered levels of specific transcripts and that this response is contingently-specific. Moreover, EGR1 and EGR2 are specifically upregulated in self-administering rats following extinction and this finding persists through 14 days of abstinence, suggesting that these genes are particularly associated with the incubation phenomenon. These latter observations of persistent changes in gene expression following abstinence may reflect molecular correlates of relapse liability.


Assuntos
Sistema Nervoso Central/metabolismo , Sinais (Psicologia) , Expressão Gênica/fisiologia , Dependência de Heroína/genética , Dependência de Heroína/psicologia , Síndrome de Abstinência a Substâncias/genética , Síndrome de Abstinência a Substâncias/psicologia , Animais , Comportamento Animal/efeitos dos fármacos , Peso Corporal/efeitos dos fármacos , Ingestão de Líquidos/efeitos dos fármacos , Extinção Psicológica/efeitos dos fármacos , Extinção Psicológica/fisiologia , Heroína/farmacologia , Masculino , Entorpecentes/farmacologia , Proteínas do Tecido Nervoso/biossíntese , Proteínas do Tecido Nervoso/genética , RNA/biossíntese , RNA/isolamento & purificação , Ratos , Ratos Sprague-Dawley , Reação em Cadeia da Polimerase Via Transcriptase Reversa
6.
Neuropsychopharmacology ; 33(8): 1807-17, 2008 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-17851536

RESUMO

Cocaine-responsive gene expression changes have been described after either no drug abstinence or short periods of abstinence. Little data exist on the persistence of these changes after long-term abstinence. Previously, we reported that after discrete-trial cocaine self-administration and 10 days of forced abstinence, incubation of cocaine reinforcement was observable by a progressive ratio schedule. The present study used rat discrete-trial cocaine self-administration and long-term forced abstinence to examine extinction responding, mRNA abundance of known cocaine-responsive genes, and chromatin remodeling. At 30 and 100 days of abstinence, extinction responding increased compared to 3-day abstinent rats. Decreases in both medial prefrontal cortex (mPFC) and nucleus accumbens c-fos, Nr4a1, Arc, and EGR1 mRNA were observed, and in most cases persisted, for 100 days of abstinence. The signaling peptides CART and neuropeptide Y (NPY) transiently increased in the mPFC, but returned to baseline levels following 10 days of abstinence. To investigate a potential regulatory mechanism for these persistent mRNA changes, levels of histone H3 acetylation at promoters for genes with altered mRNA expression were examined. In the mPFC, histone H3 acetylation decreased after 1 and 10 days of abstinence at the promoter for EGR1. H3 acetylation increased for NPY after 1 day of abstinence and returned to control levels by 10 days of abstinence. Behaviorally, these results demonstrate incubation after discrete-trial cocaine self-administration and prolonged forced abstinence. This incubation is accompanied by changes in gene expression that persist long after cessation of drug administration and may be regulated by chromatin remodeling.


Assuntos
Transtornos Relacionados ao Uso de Cocaína/genética , Transtornos Relacionados ao Uso de Cocaína/fisiopatologia , Expressão Gênica/fisiologia , Sistema Límbico/metabolismo , Sistema Límbico/fisiopatologia , Animais , Comportamento Animal/efeitos dos fármacos , Cromatina/genética , Cromatina/metabolismo , Extinção Psicológica , Proteínas Imediatamente Precoces/biossíntese , Proteínas Imediatamente Precoces/genética , Imunoprecipitação , Masculino , Neuropeptídeos/biossíntese , Neuropeptídeos/genética , Ratos , Ratos Sprague-Dawley , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Autoadministração , Síndrome de Abstinência a Substâncias/genética , Síndrome de Abstinência a Substâncias/fisiopatologia , Transcrição Gênica
7.
Cell Mol Neurobiol ; 27(5): 651-60, 2007 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17554624

RESUMO

(1) This study investigated the functional genomics of glucocorticoid and opioid receptor stimulation in cellular adaptations using a cultured neuronal cell model. (2) Human SH-SY5Y neuroblastoma cells grown in hormone-depleted serum were treated for 2-days with the glucocorticoid receptor-II agonist dexamethasone (30 nM); the mu-opioid receptor agonist [D-Ala2, N-Me-Phe4, Gly5-ol]-Enkephalin acetate (DAMGO; 1 nM); or dexamethasone (30 nM) plus DAMGO (1 nM). RNA was extracted; purified, reverse transcribed, and labeled cDNA was hybridized to a 10,000-oliogonucleotide-array human gene chip. Gene expression changes that were significantly different between treatment groups and were of interest due to biological function were verified by real-time reverse transcription polymerase chain reaction (RT-PCR). Five relevant genes were identified for which the combination of dexamethasone plus DAMGO, but neither one alone, significantly up-regulated gene expression (ANOVA, P < 0.05). (3) Proteins coded by the identified genes: FRS2 (fibroblast growth factor receptor substrate-2; CTNNB1 (beta1-catenin); PRCP (prolyl-carboxypeptidase); MPHOSPH9 (M-phase phosphoprotein 9); and ZFP95 (zinc finger protein 95) serve important neuronal functions in signal transduction, synapse formation, neuronal growth and development, or transcription regulation. Neither opioid, glucocorticoid nor combined treatments significantly altered the cell growth rate determined by cell counts and protein. (4) We conclude that sustained mu-opioid receptor stimulation accompanied by glucocorticoids can synergistically regulate genes that influence neuronal function. Future studies are warranted to determine if combined influences of glucocorticoid fluctuations and opioid receptor stimulation in vivo can orchestrate exagerated neuroadaptation to reinforcing drugs under chronic mild stress conditions.


Assuntos
Analgésicos Opioides/farmacologia , Dexametasona/farmacologia , Ala(2)-MePhe(4)-Gly(5)-Encefalina/farmacologia , Regulação da Expressão Gênica/efeitos dos fármacos , Glucocorticoides/farmacologia , Neurônios/efeitos dos fármacos , Neurônios/fisiologia , Divisão Celular/efeitos dos fármacos , Linhagem Celular Tumoral , Sinergismo Farmacológico , Genômica , Humanos , Neuroblastoma , Plasticidade Neuronal/efeitos dos fármacos , Neurônios/citologia , Análise de Sequência com Séries de Oligonucleotídeos , Receptores Opioides mu/agonistas , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Regulação para Cima/efeitos dos fármacos
8.
Synapse ; 58(3): 141-50, 2005 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-16138316

RESUMO

Cocaine addiction is a disease that develops over time, and it is thought that drug-induced neuro-adaptations underlie the changes in behavior seen across the addictive process. While a number of alterations in synaptic transmission have been identified, little is currently known regarding cocaine's effects on gap junctional communication between neurons. Here we examine the effects of a cocaine self-administration regimen, previously shown to increase the reinforcing efficacy of cocaine, on the expression of the neuron-specific gap junction-forming protein connexin36 (C x 36). Using real-time RT-PCR and immunoblotting, we show that binge cocaine self-administration produces region-specific and time-dependent changes in C x 36 mRNA and protein expression in the nucleus accumbens, prefrontal cortex, and hippocampus. A number of changes in C x 36 were present 1 day and 7 days following self-administration, and C x 36 mRNA and protein appeared to be differentially regulated in a region-specific manner. C x 36 protein was significantly decreased in the prefrontal cortex 7 days following self-administration, a time point when behavioral sensitization to the reinforcing effects of cocaine is observed. These results suggest that changes in neuronal gap junction expression may be one mechanism by which cocaine self-administration produces enduring changes in behavior.


Assuntos
Encéfalo/efeitos dos fármacos , Transtornos Relacionados ao Uso de Cocaína/metabolismo , Cocaína/farmacologia , Conexinas/efeitos dos fármacos , Junções Comunicantes/efeitos dos fármacos , Síndrome de Abstinência a Substâncias/metabolismo , Animais , Encéfalo/metabolismo , Encéfalo/fisiopatologia , Comunicação Celular/efeitos dos fármacos , Comunicação Celular/fisiologia , Transtornos Relacionados ao Uso de Cocaína/fisiopatologia , Conexinas/genética , Conexinas/metabolismo , Modelos Animais de Doenças , Inibidores da Captação de Dopamina/farmacologia , Regulação para Baixo/efeitos dos fármacos , Regulação para Baixo/fisiologia , Junções Comunicantes/metabolismo , Hipocampo/efeitos dos fármacos , Hipocampo/metabolismo , Hipocampo/fisiopatologia , Masculino , Núcleo Accumbens/efeitos dos fármacos , Núcleo Accumbens/metabolismo , Núcleo Accumbens/fisiopatologia , Córtex Pré-Frontal/efeitos dos fármacos , Córtex Pré-Frontal/metabolismo , Córtex Pré-Frontal/fisiopatologia , RNA Mensageiro/efeitos dos fármacos , RNA Mensageiro/metabolismo , Ratos , Ratos Sprague-Dawley , Autoadministração , Síndrome de Abstinência a Substâncias/fisiopatologia , Fatores de Tempo , Proteína delta-2 de Junções Comunicantes
9.
Synapse ; 56(1): 39-44, 2005 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-15700285

RESUMO

Repeated amphetamine treatment produces a long-lasting augmentation of locomotor behavior in rats, a phenomenon known as behavioral sensitization. This process is thought to be a correlate of the addictive process in humans, and it is believed that there are drug-induced neuroadaptations that underlie these behavioral changes. One mechanism by which amphetamine can alter brain function is by affecting direct intercellular communication between neurons via gap junctions. The purpose of the present study was to examine the effect of an amphetamine treatment regimen known to produce changes in dye coupling between neurons, a functional correlate of gap junction function, on the expression of the neuronal gap junction-forming protein, connexin36. Here we report that withdrawal from an extended amphetamine regimen produces region-specific and time-dependent changes in connexin36 expression in rat nucleus accumbens and prefrontal cortex, brain regions known play roles in sensitization and addiction. This is, to our knowledge, the first demonstration of pharmacological manipulation of connexin36 in vivo.


Assuntos
Anfetamina/efeitos adversos , Encéfalo/enzimologia , Conexinas/biossíntese , Regulação Enzimológica da Expressão Gênica/fisiologia , Síndrome de Abstinência a Substâncias/enzimologia , Animais , Encéfalo/efeitos dos fármacos , Conexinas/genética , Masculino , Ratos , Ratos Sprague-Dawley , Síndrome de Abstinência a Substâncias/genética , Fatores de Tempo , Proteína delta-2 de Junções Comunicantes
10.
Neurochem Res ; 27(10): 1181-92, 2002 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-12462416

RESUMO

Repeated cocaine administration produces changes in gene expression that are thought to contribute to the behavioral alterations observed with cocaine abuse. This study focuses on gene expression changes in the frontal cortex, a component of reinforcement, sensory, associative, and executive circuitries. Changes in frontal cortex gene expression after repeated cocaine self-administration may lead to changes in the behaviors associated with this brain region. Rats self-administered cocaine for 10 days in a continuous access, discrete trial paradigm (averaging 100 mg/kg/day) and were examined for changes in relative frontal cortex mRNA abundance by cDNA hybridization arrays. Among the changes observed following array analysis, increased nerve-growth-factor-induced B (NGFI-B), adenylyl cyclase type VIII (AC VIII), and reduced cysteine-rich protein 2 (CRP2) mRNA were confirmed by quantitative RT-PCR. These changes share commonalities and exhibit differences with previous reports of gene expression changes in the frontal cortex after noncontingent cocaine administration.


Assuntos
Cocaína/administração & dosagem , Lobo Frontal/efeitos dos fármacos , Lobo Frontal/fisiologia , Expressão Gênica/efeitos dos fármacos , Animais , Cocaína/farmacologia , Immunoblotting , Análise de Sequência com Séries de Oligonucleotídeos , Ratos , Ratos Sprague-Dawley , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Autoadministração
11.
Brain Res Mol Brain Res ; 104(1): 11-20, 2002 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-12117546

RESUMO

Alterations in gene expression caused by repeated cocaine administration have been implicated in the long-term behavioral aspects of cocaine abuse. The frontal cortex mediates reinforcement, sensory, associative, and executive functions and plays an important role in the mesocortical dopamine reinforcement system. Repeated cocaine administration causes changes in frontal cortex gene expression that may lead to changes in the behaviors subserved by this brain region. Rats treated non-contingently with a binge model of cocaine (45 mg/kg/day, i.p.) for 14 days were screened for changes in relative mRNA abundance in the frontal cortex by cDNA hybridization arrays. To confirm changes, immunoreactive protein was measured (via protein-specific immunoblots) in a second group of identically-treated animals. Protein levels of protein tyrosine kinase 2 (PYK2), activity-regulated cytoskeletal protein (ARC), as well as an antigen related to nerve growth factor I-B (NGFI-B-RA) were shown to be significantly induced after cocaine administration. Levels of NGFI-B mRNA were confirmed by real-time RT-PCR to be increased with cocaine administration. These observations are similar to previously reported cocaine-responsive changes in gene expression but novel to the frontal cortex. This study also validates the use of hybridization arrays for screening of neuronal gene expression changes and the utility of relative protein quantification as a post-hoc confirmation tool.


Assuntos
Transtornos Relacionados ao Uso de Cocaína/metabolismo , Cocaína/farmacologia , Inibidores da Captação de Dopamina/farmacologia , Regulação da Expressão Gênica/efeitos dos fármacos , Córtex Pré-Frontal/efeitos dos fármacos , Regulação para Cima/efeitos dos fármacos , Animais , Transtornos Relacionados ao Uso de Cocaína/fisiopatologia , Proteínas do Citoesqueleto/genética , Proteínas de Ligação a DNA/genética , Esquema de Medicação , Quinase 2 de Adesão Focal , Regulação da Expressão Gênica/fisiologia , Immunoblotting , Hibridização In Situ , Masculino , Proteínas do Tecido Nervoso/genética , Membro 1 do Grupo A da Subfamília 4 de Receptores Nucleares , Córtex Pré-Frontal/metabolismo , Córtex Pré-Frontal/fisiopatologia , Proteínas Tirosina Quinases/genética , RNA Mensageiro/efeitos dos fármacos , RNA Mensageiro/metabolismo , Ratos , Ratos Sprague-Dawley , Receptores Citoplasmáticos e Nucleares , Receptores de Esteroides , Fatores de Transcrição/genética , Regulação para Cima/fisiologia
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