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1.
Cell ; 186(7): 1493-1511.e40, 2023 03 30.
Artigo em Inglês | MEDLINE | ID: mdl-37001506

RESUMO

Understanding how genetic variants impact molecular phenotypes is a key goal of functional genomics, currently hindered by reliance on a single haploid reference genome. Here, we present the EN-TEx resource of 1,635 open-access datasets from four donors (∼30 tissues × âˆ¼15 assays). The datasets are mapped to matched, diploid genomes with long-read phasing and structural variants, instantiating a catalog of >1 million allele-specific loci. These loci exhibit coordinated activity along haplotypes and are less conserved than corresponding, non-allele-specific ones. Surprisingly, a deep-learning transformer model can predict the allele-specific activity based only on local nucleotide-sequence context, highlighting the importance of transcription-factor-binding motifs particularly sensitive to variants. Furthermore, combining EN-TEx with existing genome annotations reveals strong associations between allele-specific and GWAS loci. It also enables models for transferring known eQTLs to difficult-to-profile tissues (e.g., from skin to heart). Overall, EN-TEx provides rich data and generalizable models for more accurate personal functional genomics.


Assuntos
Epigenoma , Locos de Características Quantitativas , Estudo de Associação Genômica Ampla , Genômica , Fenótipo , Polimorfismo de Nucleotídeo Único
2.
Cell Rep Methods ; 1(5)2021 09 27.
Artigo em Inglês | MEDLINE | ID: mdl-34734208

RESUMO

Epigenetic modifications control the stability and translation of mRNA molecules. Here, we present a microscopy-based platform for quantifying modified RNA molecules and for relating the modification patterns to single-cell phenotypes. We directly capture mRNAs from cell lysates on oligo-dT-coated coverslips, then visually detect and sequence individual m6A-immunolabled transcripts without amplification. Integration of a nanoscale device enabled us to isolate single cells on the platform, and thereby relate single-cell m6A modification states to gene expression signatures and cell surface markers. Application of the platform to MUTZ3 leukemia cells revealed a marked reduction in cellular m6A levels as CD34+ leukemic progenitors differentiate to CD14+ myeloid cells. We then coupled single-molecule m6A detection with fluorescence in situ hybridization (FISH) to relate mRNA and m6A levels of individual genes to single-cell phenotypes. This single-cell multi-modal assay suite can empower investigations of RNA modifications in rare populations and single cells.


Assuntos
Hibridização in Situ Fluorescente , RNA Mensageiro/genética , Antígenos CD34
3.
Cell Rep ; 33(1): 108222, 2020 10 06.
Artigo em Inglês | MEDLINE | ID: mdl-33027665

RESUMO

Early developmental specification can be modeled by differentiating embryonic stem cells (ESCs) to embryoid bodies (EBs), a heterogeneous mixture of three germ layers. Here, we combine single-cell transcriptomics and genetic recording to characterize EB differentiation. We map transcriptional states along a time course and model cell fate trajectories and branchpoints as cells progress to distinct germ layers. To validate this inferential model, we propose an innovative inducible genetic recording technique that leverages recombination to generate cell-specific, timestamp barcodes in a narrow temporal window. We validate trajectory architecture and key branchpoints, including early specification of a primordial germ cell (PGC)-like lineage from preimplantation epiblast-like cells. We further identify a temporally defined role of DNA methylation in this PGC-epiblast decision. Our study provides a high-resolution lineage map for an organoid model of embryogenesis, insights into epigenetic determinants of fate specification, and a strategy for lineage mapping of rapid differentiation processes.


Assuntos
Linhagem da Célula/fisiologia , Metilação de DNA/genética , Corpos Embrioides/metabolismo , RNA-Seq/métodos , Diferenciação Celular , Humanos
5.
Nat Med ; 25(8): 1260-1265, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31263286

RESUMO

Most pancreatic neuroendocrine tumors (PNETs) do not produce excess hormones and are therefore considered 'non-functional'1-3. As clinical behaviors vary widely and distant metastases are eventually lethal2,4, biological classifications might guide treatment. Using enhancer maps to infer gene regulatory programs, we find that non-functional PNETs fall into two major subtypes, with epigenomes and transcriptomes that partially resemble islet α- and ß-cells. Transcription factors ARX and PDX1 specify these normal cells, respectively5,6, and 84% of 142 non-functional PNETs expressed one or the other factor, occasionally both. Among 103 cases, distant relapses occurred almost exclusively in patients with ARX+PDX1- tumors and, within this subtype, in cases with alternative lengthening of telomeres. These markedly different outcomes belied similar clinical presentations and histology and, in one cohort, occurred irrespective of MEN1 mutation. This robust molecular stratification provides insight into cell lineage correlates of non-functional PNETs, accurately predicts disease course and can inform postoperative clinical decisions.


Assuntos
Elementos Facilitadores Genéticos , Neoplasias Pancreáticas/genética , Linhagem da Célula , Proteínas de Homeodomínio/análise , Humanos , Mutação , Neoplasias Pancreáticas/química , Proteínas Proto-Oncogênicas/genética , Telômero , Transativadores/análise , Fatores de Transcrição/análise
6.
Cancer Cell ; 34(3): 358-360, 2018 09 10.
Artigo em Inglês | MEDLINE | ID: mdl-30205042

RESUMO

TERT catalyzes telomere maintenance. While silenced in most normal somatic cells, TERT is expressed in cancer, often due to promoter mutations, facilitating replicative immortality. In this issue of Cancer Cell, Mancini et al. demonstrate that GABPß1L is required for mutant TERT promoter activity, thus identifying a potential therapeutic target.


Assuntos
Glioblastoma , Telomerase/genética , Humanos , Mutação , Regiões Promotoras Genéticas , Isoformas de Proteínas
7.
Science ; 357(6348)2017 Jul 21.
Artigo em Inglês | MEDLINE | ID: mdl-28729483

RESUMO

Chromatin and associated epigenetic mechanisms stabilize gene expression and cellular states while also facilitating appropriate responses to developmental or environmental cues. Genetic, environmental, or metabolic insults can induce overly restrictive or overly permissive epigenetic landscapes that contribute to pathogenesis of cancer and other diseases. Restrictive chromatin states may prevent appropriate induction of tumor suppressor programs or block differentiation. By contrast, permissive or "plastic" states may allow stochastic oncogene activation or nonphysiologic cell fate transitions. Whereas many stochastic events will be inconsequential "passengers," some will confer a fitness advantage to a cell and be selected as "drivers." We review the broad roles played by epigenetic aberrations in tumor initiation and evolution and their potential to give rise to all classic hallmarks of cancer.


Assuntos
Carcinogênese/genética , Cromatina/metabolismo , Epigênese Genética , Neoplasias/genética , Oncogenes , Cromatina/química , Metilação de DNA , Humanos
8.
Mol Cell ; 62(5): 649, 2016 06 02.
Artigo em Inglês | MEDLINE | ID: mdl-27259195
10.
Mol Cell ; 43(6): 851-2, 2011 Sep 16.
Artigo em Inglês | MEDLINE | ID: mdl-21925374
11.
PLoS One ; 6(9): e23866, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21957440

RESUMO

The highly prevalent parasite Toxoplasma gondii manipulates its host's behavior. In infected rodents, the behavioral changes increase the likelihood that the parasite will be transmitted back to its definitive cat host, an essential step in completion of the parasite's life cycle. The mechanism(s) responsible for behavioral changes in the host is unknown but two lines of published evidence suggest that the parasite alters neurotransmitter signal transduction: the disruption of the parasite-induced behavioral changes with medications used to treat psychiatric disease (specifically dopamine antagonists) and identification of a tyrosine hydroxylase encoded in the parasite genome. In this study, infection of mammalian dopaminergic cells with T. gondii enhanced the levels of K+-induced release of dopamine several-fold, with a direct correlation between the number of infected cells and the quantity of dopamine released. Immunostaining brain sections of infected mice with dopamine antibody showed intense staining of encysted parasites. Based on these analyses, T. gondii orchestrates a significant increase in dopamine metabolism in neural cells. Tyrosine hydroxylase, the rate-limiting enzyme for dopamine synthesis, was also found in intracellular tissue cysts in brain tissue with antibodies specific for the parasite-encoded tyrosine hydroxylase. These observations provide a mechanism for parasite-induced behavioral changes. The observed effects on dopamine metabolism could also be relevant in interpreting reports of psychobehavioral changes in toxoplasmosis-infected humans.


Assuntos
Encéfalo/metabolismo , Encéfalo/parasitologia , Dopamina/metabolismo , Toxoplasma/fisiologia , Animais , Encéfalo/enzimologia , Feminino , Regulação Enzimológica da Expressão Gênica , Humanos , Camundongos , Tirosina 3-Mono-Oxigenase/genética
12.
PLoS One ; 4(3): e4801, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19277211

RESUMO

The genome of the protozoan parasite Toxoplasma gondii was found to contain two genes encoding tyrosine hydroxylase; that produces L-DOPA. The encoded enzymes metabolize phenylalanine as well as tyrosine with substrate preference for tyrosine. Thus the enzymes catabolize phenylalanine to tyrosine and tyrosine to L-DOPA. The catalytic domain descriptive of this class of enzymes is conserved with the parasite enzyme and exhibits similar kinetic properties to metazoan tyrosine hydroxylases, but contains a unique N-terminal extension with a signal sequence motif. One of the genes, TgAaaH1, is constitutively expressed while the other gene, TgAaaH2, is induced during formation of the bradyzoites of the cyst stages of the life cycle. This is the first description of an aromatic amino acid hydroxylase in an apicomplexan parasite. Extensive searching of apicomplexan genome sequences revealed an ortholog in Neospora caninum but not in Eimeria, Cryptosporidium, Theileria, or Plasmodium. Possible role(s) of these bi-functional enzymes during host infection are discussed.


Assuntos
Genes de Protozoários , Proteínas de Protozoários/genética , Toxoplasma/enzimologia , Tirosina 3-Mono-Oxigenase/genética , Sequência de Aminoácidos , Animais , Sequência Conservada , Fibroblastos/parasitologia , Regulação da Expressão Gênica no Desenvolvimento , Humanos , Dados de Sequência Molecular , Fenilalanina/metabolismo , Fenilalanina Hidroxilase/genética , Fenilalanina Hidroxilase/metabolismo , Proteínas de Protozoários/metabolismo , Pterinas/farmacologia , RNA Mensageiro/biossíntese , RNA de Protozoário/genética , Ratos , Proteínas Recombinantes de Fusão/metabolismo , Alinhamento de Sequência , Homologia de Sequência de Aminoácidos , Especificidade da Espécie , Especificidade por Substrato , Toxoplasma/genética , Toxoplasma/crescimento & desenvolvimento , Tirosina/metabolismo , Tirosina 3-Mono-Oxigenase/metabolismo
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