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1.
Nat Neurosci ; 24(3): 331-342, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33619405

RESUMEN

Human stem-cell-derived models provide the promise of accelerating our understanding of brain disorders, but not knowing whether they possess the ability to mature beyond mid- to late-fetal stages potentially limits their utility. We leveraged a directed differentiation protocol to comprehensively assess maturation in vitro. Based on genome-wide analysis of the epigenetic clock and transcriptomics, as well as RNA editing, we observe that three-dimensional human cortical organoids reach postnatal stages between 250 and 300 days, a timeline paralleling in vivo development. We demonstrate the presence of several known developmental milestones, including switches in the histone deacetylase complex and NMDA receptor subunits, which we confirm at the protein and physiological levels. These results suggest that important components of an intrinsic in vivo developmental program persist in vitro. We further map neurodevelopmental and neurodegenerative disease risk genes onto in vitro gene expression trajectories to provide a resource and webtool (Gene Expression in Cortical Organoids, GECO) to guide disease modeling.


Asunto(s)
Diferenciación Celular/fisiología , Metilación de ADN/fisiología , Células Madre Pluripotentes Inducidas/citología , Organoides/citología , Redes Reguladoras de Genes , Humanos , Técnicas In Vitro , Enfermedades Neurodegenerativas/genética
2.
Bioinformatics ; 36(9): 2796-2804, 2020 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-32003773

RESUMEN

MOTIVATION: RNA-sequencing (RNA-seq) enables global identification of RNA-editing sites in biological systems and disease. A salient step in many studies is to identify editing sites that statistically associate with treatment (e.g. case versus control) or covary with biological factors, such as age. However, RNA-seq has technical features that incumbent tests (e.g. t-test and linear regression) do not consider, which can lead to false positives and false negatives. RESULTS: In this study, we demonstrate the limitations of currently used tests and introduce the method, RNA-editing tests (REDITs), a suite of tests that employ beta-binomial models to identify differential RNA editing. The tests in REDITs have higher sensitivity than other tests, while also maintaining the type I error (false positive) rate at the nominal level. Applied to the GTEx dataset, we unveil RNA-editing changes associated with age and gender, and differential recoding profiles between brain regions. AVAILABILITY AND IMPLEMENTATION: REDITs are implemented as functions in R and freely available for download at https://github.com/gxiaolab/REDITs. The repository also provides a code example for leveraging parallelization using multiple cores.


Asunto(s)
Edición de ARN , ARN , Secuencia de Bases , ARN/genética , Análisis de Secuencia de ARN , Programas Informáticos
3.
Commun Biol ; 2: 19, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30652130

RESUMEN

Adenosine-to-inosine (A-to-I) editing, mediated by the ADAR enzymes, diversifies the transcriptome by altering RNA sequences. Recent studies reported global changes in RNA editing in disease and development. Such widespread editing variations necessitate an improved understanding of the regulatory mechanisms of RNA editing. Here, we study the roles of >200 RNA-binding proteins (RBPs) in mediating RNA editing in two human cell lines. Using RNA-sequencing and global protein-RNA binding data, we identify a number of RBPs as key regulators of A-to-I editing. These RBPs, such as TDP-43, DROSHA, NF45/90 and Ro60, mediate editing through various mechanisms including regulation of ADAR1 expression, interaction with ADAR1, and binding to Alu elements. We highlight that editing regulation by Ro60 is consistent with the global up-regulation of RNA editing in systemic lupus erythematosus. Additionally, most key editing regulators act in a cell type-specific manner. Together, our work provides insights for the regulatory mechanisms of RNA editing.


Asunto(s)
Adenosina Desaminasa/genética , Adenosina Desaminasa/metabolismo , Regulación Neoplásica de la Expresión Génica , Edición de ARN/genética , Proteínas de Unión al ARN/genética , Proteínas de Unión al ARN/metabolismo , Adenosina/genética , Elementos Alu , Autoantígenos/genética , Técnicas de Silenciamiento del Gen , Células Hep G2 , Humanos , Inosina/genética , Células K562 , Lupus Eritematoso Sistémico/genética , ARN Citoplasmático Pequeño/genética , Ribonucleoproteínas/genética , Análisis de Secuencia de ARN , Transcripción Genética , Transfección
4.
Nat Neurosci ; 22(1): 25-36, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30559470

RESUMEN

Transcriptomic analyses of postmortem brains have begun to elucidate molecular abnormalities in autism spectrum disorder (ASD). However, a crucial pathway involved in synaptic development, RNA editing, has not yet been studied on a genome-wide scale. Here we profiled global patterns of adenosine-to-inosine (A-to-I) editing in a large cohort of postmortem brains of people with ASD. We observed a global bias for hypoediting in ASD brains, which was shared across brain regions and involved many synaptic genes. We show that the Fragile X proteins FMRP and FXR1P interact with RNA-editing enzymes (ADAR proteins) and modulate A-to-I editing. Furthermore, we observed convergent patterns of RNA-editing alterations in ASD and Fragile X syndrome, establishing this as a molecular link between these related diseases. Our findings, which are corroborated across multiple data sets, including dup15q (genomic duplication of 15q11.2-13.1) cases associated with intellectual disability, highlight RNA-editing dysregulation in ASD and reveal new mechanisms underlying this disorder.


Asunto(s)
Trastorno Autístico/metabolismo , Encéfalo/metabolismo , Edición de ARN , Adenosina Desaminasa/genética , Adenosina Desaminasa/metabolismo , Trastorno Autístico/genética , Proteína de la Discapacidad Intelectual del Síndrome del Cromosoma X Frágil/genética , Proteína de la Discapacidad Intelectual del Síndrome del Cromosoma X Frágil/metabolismo , Perfilación de la Expresión Génica , Humanos , Neuronas/metabolismo , Proteínas de Unión al ARN/genética , Proteínas de Unión al ARN/metabolismo
5.
Front Plant Sci ; 6: 784, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26442090

RESUMEN

In previous work, we showed that coinoculating Rhizobium leguminosarum bv. viciae 128C53 and Bacillus simplex 30N-5 onto Pisum sativum L. roots resulted in better nodulation and increased plant growth. We now expand this research to include another alpha-rhizobial species as well as a beta-rhizobium, Burkholderia tuberum STM678. We first determined whether the rhizobia were compatible with B. simplex 30N-5 by cross-streaking experiments, and then Medicago truncatula and Melilotus alba were coinoculated with B. simplex 30N-5 and Sinorhizobium (Ensifer) meliloti to determine the effects on plant growth. Similarly, B. simplex 30N-5 and Bu. tuberum STM678 were coinoculated onto Macroptilium atropurpureum. The exact mechanisms whereby coinoculation results in increased plant growth are incompletely understood, but the synthesis of phytohormones and siderophores, the improved solubilization of inorganic nutrients, and the production of antimicrobial compounds are likely possibilities. Because B. simplex 30N-5 is not widely recognized as a Plant Growth Promoting Bacterial (PGPB) species, after sequencing its genome, we searched for genes proposed to promote plant growth, and then compared these sequences with those from several well studied PGPB species. In addition to genes involved in phytohormone synthesis, we detected genes important for the production of volatiles, polyamines, and antimicrobial peptides as well as genes for such plant growth-promoting traits as phosphate solubilization and siderophore production. Experimental evidence is presented to show that some of these traits, such as polyamine synthesis, are functional in B. simplex 30N-5, whereas others, e.g., auxin production, are not.

6.
Genome Announc ; 1(5)2013 Sep 26.
Artículo en Inglés | MEDLINE | ID: mdl-24072863

RESUMEN

Micromonospora species live in diverse environments and exhibit a broad range of functions, including antibiotic production, biocontrol, and degradation of complex polysaccharides. To learn more about these versatile actinomycetes, we sequenced the genome of strain L5, originally isolated from root nodules of an actinorhizal plant growing in Mexico.

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