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1.
Cell ; 186(25): 5674-5674.e1, 2023 12 07.
Artículo en Inglés | MEDLINE | ID: mdl-38065084

RESUMEN

MicroRNAs (miRNAs) guide Argonaute (AGO) proteins to bind and repress target RNAs. However, some unusual targets trigger destruction of the miRNA, a phenomenon known as target-directed miRNA degradation (TDMD). This Snapshot depicts our current understanding of how TDMD occurs and highlights established functions of TDMD in viruses and model organisms. To view this SnapShot, open or download the PDF.


Asunto(s)
MicroARNs , MicroARNs/genética , MicroARNs/metabolismo , Proteínas Argonautas/genética , Proteínas Argonautas/metabolismo , Estabilidad del ARN
2.
Cell ; 185(7): 1114-1116, 2022 03 31.
Artículo en Inglés | MEDLINE | ID: mdl-35364031

RESUMEN

In their recent Nature paper, Garcia-Martin et al. show that sequences within a microRNA influence how much of that microRNA is sent to another cell through extracellular vesicles. This supports a growing body of data demonstrating that cells use RNA to talk, but we know much less about how they listen.


Asunto(s)
MicroARNs , Vesículas Transportadoras/metabolismo , Comunicación Celular , MicroARNs/metabolismo
3.
Annu Rev Cell Dev Biol ; 38: 263-289, 2022 10 06.
Artículo en Inglés | MEDLINE | ID: mdl-35609906

RESUMEN

Covalently closed, single-stranded circular RNAs can be produced from viral RNA genomes as well as from the processing of cellular housekeeping noncoding RNAs and precursor messenger RNAs. Recent transcriptomic studies have surprisingly uncovered that many protein-coding genes can be subjected to backsplicing, leading to widespread expression of a specific type of circular RNAs (circRNAs) in eukaryotic cells. Here, we discuss experimental strategies used to discover and characterize diverse circRNAs at both the genome and individual gene scales. We further highlight the current understanding of how circRNAs are generated and how the mature transcripts function. Some circRNAs act as noncoding RNAs to impact gene regulation by serving as decoys or competitors for microRNAs and proteins. Others form extensive networks of ribonucleoprotein complexes or encode functional peptides that are translated in response to certain cellular stresses. Overall, circRNAs have emerged as an important class of RNAmolecules in gene expression regulation that impact many physiological processes, including early development, immune responses, neurogenesis, and tumorigenesis.


Asunto(s)
MicroARNs , ARN Circular , Regulación de la Expresión Génica/genética , MicroARNs/genética , MicroARNs/metabolismo , ARN/genética , ARN/metabolismo , ARN Circular/genética , ARN no Traducido , ARN Viral , Ribonucleoproteínas/genética , Ribonucleoproteínas/metabolismo
4.
Cell ; 183(5): 1402-1419.e18, 2020 11 25.
Artículo en Inglés | MEDLINE | ID: mdl-33152263

RESUMEN

We propose that the teratoma, a recognized standard for validating pluripotency in stem cells, could be a promising platform for studying human developmental processes. Performing single-cell RNA sequencing (RNA-seq) of 179,632 cells across 23 teratomas from 4 cell lines, we found that teratomas reproducibly contain approximately 20 cell types across all 3 germ layers, that inter-teratoma cell type heterogeneity is comparable with organoid systems, and teratoma gut and brain cell types correspond well to similar fetal cell types. Furthermore, cellular barcoding confirmed that injected stem cells robustly engraft and contribute to all lineages. Using pooled CRISPR-Cas9 knockout screens, we showed that teratomas can enable simultaneous assaying of the effects of genetic perturbations across all germ layers. Additionally, we demonstrated that teratomas can be sculpted molecularly via microRNA (miRNA)-regulated suicide gene expression to enrich for specific tissues. Taken together, teratomas are a promising platform for modeling multi-lineage development, pan-tissue functional genetic screening, and tissue engineering.


Asunto(s)
Linaje de la Célula , Modelos Biológicos , Teratoma/patología , Animales , Células HEK293 , Humanos , Masculino , Ratones Endogámicos NOD , Ratones SCID , MicroARNs/genética , MicroARNs/metabolismo , Reproducibilidad de los Resultados , Teratoma/genética
5.
Cell ; 183(3): 684-701.e14, 2020 10 29.
Artículo en Inglés | MEDLINE | ID: mdl-33058756

RESUMEN

Positive selection in Europeans at the 2q21.3 locus harboring the lactase gene has been attributed to selection for the ability of adults to digest milk to survive famine in ancient times. However, the 2q21.3 locus is also associated with obesity and type 2 diabetes in humans, raising the possibility that additional genetic elements in the locus may have contributed to evolutionary adaptation to famine by promoting energy storage, but which now confer susceptibility to metabolic diseases. We show here that the miR-128-1 microRNA, located at the center of the positively selected locus, represents a crucial metabolic regulator in mammals. Antisense targeting and genetic ablation of miR-128-1 in mouse metabolic disease models result in increased energy expenditure and amelioration of high-fat-diet-induced obesity and markedly improved glucose tolerance. A thrifty phenotype connected to miR-128-1-dependent energy storage may link ancient adaptation to famine and modern metabolic maladaptation associated with nutritional overabundance.


Asunto(s)
Enfermedades Metabólicas/genética , MicroARNs/genética , Adipocitos Marrones/patología , Adiposidad , Alelos , Animales , Diferenciación Celular , Línea Celular , Células Cultivadas , Dieta Alta en Grasa , Metabolismo Energético , Epigénesis Genética , Sitios Genéticos , Glucosa/metabolismo , Homeostasis , Humanos , Hipertrofia , Resistencia a la Insulina , Leptina/deficiencia , Leptina/metabolismo , Masculino , Mamíferos/genética , Ratones Endogámicos C57BL , Ratones Obesos , MicroARNs/metabolismo , Obesidad/genética , Oligonucleótidos/metabolismo , Especificidad de la Especie
6.
Cell ; 180(4): 729-748.e26, 2020 02 20.
Artículo en Inglés | MEDLINE | ID: mdl-32059776

RESUMEN

We undertook a comprehensive proteogenomic characterization of 95 prospectively collected endometrial carcinomas, comprising 83 endometrioid and 12 serous tumors. This analysis revealed possible new consequences of perturbations to the p53 and Wnt/ß-catenin pathways, identified a potential role for circRNAs in the epithelial-mesenchymal transition, and provided new information about proteomic markers of clinical and genomic tumor subgroups, including relationships to known druggable pathways. An extensive genome-wide acetylation survey yielded insights into regulatory mechanisms linking Wnt signaling and histone acetylation. We also characterized aspects of the tumor immune landscape, including immunogenic alterations, neoantigens, common cancer/testis antigens, and the immune microenvironment, all of which can inform immunotherapy decisions. Collectively, our multi-omic analyses provide a valuable resource for researchers and clinicians, identify new molecular associations of potential mechanistic significance in the development of endometrial cancers, and suggest novel approaches for identifying potential therapeutic targets.


Asunto(s)
Carcinoma/genética , Neoplasias Endometriales/genética , Regulación Neoplásica de la Expresión Génica , Proteoma/genética , Transcriptoma , Acetilación , Animales , Antígenos de Neoplasias/genética , Carcinoma/inmunología , Carcinoma/patología , Neoplasias Endometriales/inmunología , Neoplasias Endometriales/patología , Transición Epitelial-Mesenquimal/genética , Retroalimentación Fisiológica , Femenino , Inestabilidad Genómica , Humanos , Ratones , MicroARNs/genética , MicroARNs/metabolismo , Repeticiones de Microsatélite , Fosforilación , Procesamiento Proteico-Postraduccional , Proteoma/metabolismo , Transducción de Señal
7.
Annu Rev Immunol ; 30: 565-610, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22224767

RESUMEN

The mechanisms that drive normal B cell differentiation and activation are frequently subverted by B cell lymphomas for their unlimited growth and survival. B cells are particularly prone to malignant transformation because the machinery used for antibody diversification can cause chromosomal translocations and oncogenic mutations. The advent of functional and structural genomics has greatly accelerated our understanding of oncogenic mechanisms in lymphomagenesis. The signaling pathways that normal B cells utilize to sense antigens are frequently derailed in B cell malignancies, leading to constitutive activation of prosurvival pathways. These malignancies co-opt transcriptional regulatory systems that characterize their normal B cell counterparts and frequently alter epigenetic regulators of chromatin structure and gene expression. These mechanistic insights are ushering in an era of targeted therapies for these cancers based on the principles of pathogenesis.


Asunto(s)
Linfoma de Células B/etiología , Animales , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Transformación Celular Neoplásica/genética , Transformación Celular Neoplásica/metabolismo , Epigénesis Genética , Humanos , Evasión Inmune , Linfoma de Células B/tratamiento farmacológico , MicroARNs/genética , MicroARNs/metabolismo , Proteínas Oncogénicas/antagonistas & inhibidores , Proteínas Oncogénicas/genética , Proteínas Oncogénicas/metabolismo , Transducción de Señal/efectos de los fármacos , Factores de Transcripción/antagonistas & inhibidores , Factores de Transcripción/genética , Factores de Transcripción/metabolismo
8.
Annu Rev Immunol ; 30: 531-64, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22224781

RESUMEN

The immune system has evolved to mount an effective defense against pathogens and to minimize deleterious immune-mediated inflammation caused by commensal microorganisms, immune responses against self and environmental antigens, and metabolic inflammatory disorders. Regulatory T (Treg) cell-mediated suppression serves as a vital mechanism of negative regulation of immune-mediated inflammation and features prominently in autoimmune and autoinflammatory disorders, allergy, acute and chronic infections, cancer, and metabolic inflammation. The discovery that Foxp3 is the transcription factor that specifies the Treg cell lineage facilitated recent progress in understanding the biology of regulatory T cells. In this review, we discuss cellular and molecular mechanisms in the differentiation and function of these cells.


Asunto(s)
Linfocitos T Reguladores/inmunología , Animales , Diferenciación Celular , Citocinas/inmunología , Citocinas/metabolismo , Activación Enzimática , Factores de Transcripción Forkhead/genética , Factores de Transcripción Forkhead/metabolismo , Regulación de la Expresión Génica , Homeostasis/inmunología , Humanos , Tolerancia Inmunológica , MicroARNs/inmunología , MicroARNs/metabolismo , Unión Proteica , Proteínas Proto-Oncogénicas c-akt/metabolismo , Receptores de Antígenos de Linfocitos T/inmunología , Receptores de Antígenos de Linfocitos T/metabolismo , Transducción de Señal , Linfocitos T Reguladores/citología , Linfocitos T Reguladores/metabolismo , Timo/inmunología , Timo/metabolismo , Transcripción Genética
9.
Nat Rev Mol Cell Biol ; 23(3): 185-203, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34707241

RESUMEN

Since the discovery of eukaryotic small RNAs as the main effectors of RNA interference in the late 1990s, diverse types of endogenous small RNAs have been characterized, most notably microRNAs, small interfering RNAs (siRNAs) and PIWI-interacting RNAs (piRNAs). These small RNAs associate with Argonaute proteins and, through sequence-specific gene regulation, affect almost every major biological process. Intriguing features of small RNAs, such as their mechanisms of amplification, rapid evolution and non-cell-autonomous function, bestow upon them the capacity to function as agents of intercellular communications in development, reproduction and immunity, and even in transgenerational inheritance. Although there are many types of extracellular small RNAs, and despite decades of research, the capacity of these molecules to transmit signals between cells and between organisms is still highly controversial. In this Review, we discuss evidence from different plants and animals that small RNAs can act in a non-cell-autonomous manner and even exchange information between species. We also discuss mechanistic insights into small RNA communications, such as the nature of the mobile agents, small RNA signal amplification during transit, signal perception and small RNA activity at the destination.


Asunto(s)
Proteínas Argonautas , MicroARNs , ARN Interferente Pequeño , Animales , Proteínas Argonautas/genética , Proteínas Argonautas/metabolismo , MicroARNs/genética , MicroARNs/metabolismo , Plantas/genética , Plantas/metabolismo , Interferencia de ARN , ARN Interferente Pequeño/genética , ARN Interferente Pequeño/metabolismo
10.
Cell ; 178(4): 980-992.e17, 2019 08 08.
Artículo en Inglés | MEDLINE | ID: mdl-31353220

RESUMEN

Metabolic conditions affect the developmental tempo of animals. Developmental gene regulatory networks (GRNs) must therefore synchronize their dynamics with a variable timescale. We find that layered repression of genes couples GRN output with variable metabolism. When repressors of transcription or mRNA and protein stability are lost, fewer errors in Drosophila development occur when metabolism is lowered. We demonstrate the universality of this phenomenon by eliminating the entire microRNA family of repressors and find that development to maturity can be largely rescued when metabolism is reduced. Using a mathematical model that replicates GRN dynamics, we find that lowering metabolism suppresses the emergence of developmental errors by curtailing the influence of auxiliary repressors on GRN output. We experimentally show that gene expression dynamics are less affected by loss of repressors when metabolism is reduced. Thus, layered repression provides robustness through error suppression and may provide an evolutionary route to a shorter reproductive cycle.


Asunto(s)
Drosophila melanogaster/genética , Drosophila melanogaster/metabolismo , Regulación del Desarrollo de la Expresión Génica , Redes Reguladoras de Genes , Neuronas/metabolismo , Animales , Animales Modificados Genéticamente , Encéfalo/citología , Drosophila melanogaster/crecimiento & desarrollo , Ojo/citología , Femenino , Insulina/metabolismo , Mutación con Pérdida de Función , MicroARNs/metabolismo , Modelos Teóricos , Proteínas Represoras/genética , Proteínas Represoras/metabolismo , Transcripción Genética
11.
Cell ; 177(2): 446-462.e16, 2019 04 04.
Artículo en Inglés | MEDLINE | ID: mdl-30951671

RESUMEN

Poor reproducibility within and across studies arising from lack of knowledge regarding the performance of extracellular RNA (exRNA) isolation methods has hindered progress in the exRNA field. A systematic comparison of 10 exRNA isolation methods across 5 biofluids revealed marked differences in the complexity and reproducibility of the resulting small RNA-seq profiles. The relative efficiency with which each method accessed different exRNA carrier subclasses was determined by estimating the proportions of extracellular vesicle (EV)-, ribonucleoprotein (RNP)-, and high-density lipoprotein (HDL)-specific miRNA signatures in each profile. An interactive web-based application (miRDaR) was developed to help investigators select the optimal exRNA isolation method for their studies. miRDar provides comparative statistics for all expressed miRNAs or a selected subset of miRNAs in the desired biofluid for each exRNA isolation method and returns a ranked list of exRNA isolation methods prioritized by complexity, expression level, and reproducibility. These results will improve reproducibility and stimulate further progress in exRNA biomarker development.


Asunto(s)
Ácidos Nucleicos Libres de Células/aislamiento & purificación , MicroARN Circulante/aislamiento & purificación , ARN/aislamiento & purificación , Adulto , Líquidos Corporales/química , Línea Celular , Vesículas Extracelulares/metabolismo , Femenino , Voluntarios Sanos , Humanos , Masculino , MicroARNs/aislamiento & purificación , MicroARNs/metabolismo , ARN/metabolismo , Reproducibilidad de los Resultados , Análisis de Secuencia de ARN/métodos
12.
Cell ; 176(4): 831-843.e22, 2019 02 07.
Artículo en Inglés | MEDLINE | ID: mdl-30735634

RESUMEN

The cancer transcriptome is remarkably complex, including low-abundance transcripts, many not polyadenylated. To fully characterize the transcriptome of localized prostate cancer, we performed ultra-deep total RNA-seq on 144 tumors with rich clinical annotation. This revealed a linear transcriptomic subtype associated with the aggressive intraductal carcinoma sub-histology and a fusion profile that differentiates localized from metastatic disease. Analysis of back-splicing events showed widespread RNA circularization, with the average tumor expressing 7,232 circular RNAs (circRNAs). The degree of circRNA production was correlated to disease progression in multiple patient cohorts. Loss-of-function screening identified 11.3% of highly abundant circRNAs as essential for cell proliferation; for ∼90% of these, their parental linear transcripts were not essential. Individual circRNAs can have distinct functions, with circCSNK1G3 promoting cell growth by interacting with miR-181. These data advocate for adoption of ultra-deep RNA-seq without poly-A selection to interrogate both linear and circular transcriptomes.


Asunto(s)
Neoplasias de la Próstata/genética , ARN/genética , ARN/metabolismo , Perfilación de la Expresión Génica/métodos , Perfil Genético , Células HEK293 , Humanos , Masculino , MicroARNs/metabolismo , Próstata/metabolismo , Empalme del ARN/genética , ARN Circular , ARN no Traducido/genética , Análisis de Secuencia de ARN/métodos , Transcriptoma
13.
Cell ; 176(5): 1014-1025.e12, 2019 02 21.
Artículo en Inglés | MEDLINE | ID: mdl-30794773

RESUMEN

Bioactive molecules can pass between microbiota and host to influence host cellular functions. However, general principles of interspecies communication have not been discovered. We show here in C. elegans that nitric oxide derived from resident bacteria promotes widespread S-nitrosylation of the host proteome. We further show that microbiota-dependent S-nitrosylation of C. elegans Argonaute protein (ALG-1)-at a site conserved and S-nitrosylated in mammalian Argonaute 2 (AGO2)-alters its function in controlling gene expression via microRNAs. By selectively eliminating nitric oxide generation by the microbiota or S-nitrosylation in ALG-1, we reveal unforeseen effects on host development. Thus, the microbiota can shape the post-translational landscape of the host proteome to regulate microRNA activity, gene expression, and host development. Our findings suggest a general mechanism by which the microbiota may control host cellular functions, as well as a new role for gasotransmitters.


Asunto(s)
Interacciones Microbiota-Huesped/genética , MicroARNs/metabolismo , Óxido Nítrico/metabolismo , Animales , Proteínas Argonautas/genética , Caenorhabditis elegans/genética , Caenorhabditis elegans/metabolismo , Proteínas de Caenorhabditis elegans/genética , Proteínas de Caenorhabditis elegans/metabolismo , Células HEK293 , Células HeLa , Humanos , MicroARNs/fisiología , Microbiota/genética , Óxido Nítrico/fisiología , Procesamiento Proteico-Postraduccional/genética , Proteoma/genética , Proteoma/metabolismo , Proteómica/métodos , Proteínas de Unión al ARN/genética
14.
Nat Immunol ; 22(7): 914-927, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-34099919

RESUMEN

To better define the control of immune system regulation, we generated an atlas of microRNA (miRNA) expression from 63 mouse immune cell populations and connected these signatures with assay for transposase-accessible chromatin using sequencing (ATAC-seq), chromatin immunoprecipitation followed by sequencing (ChIP-seq) and nascent RNA profiles to establish a map of miRNA promoter and enhancer usage in immune cells. miRNA complexity was relatively low, with >90% of the miRNA compartment of each population comprising <75 miRNAs; however, each cell type had a unique miRNA signature. Integration of miRNA expression with chromatin accessibility revealed putative regulatory elements for differentially expressed miRNAs, including miR-21a, miR-146a and miR-223. The integrated maps suggest that many miRNAs utilize multiple promoters to reach high abundance and identified dominant and divergent miRNA regulatory elements between lineages and during development that may be used by clustered miRNAs, such as miR-99a/let-7c/miR-125b, to achieve distinct expression. These studies, with web-accessible data, help delineate the cis-regulatory elements controlling miRNA signatures of the immune system.


Asunto(s)
Perfilación de la Expresión Génica , Sistema Inmunológico/metabolismo , MicroARNs/genética , Regiones Promotoras Genéticas , Transcriptoma , Animales , Células Cultivadas , Inmunoprecipitación de Cromatina , Biología Computacional , Regulación del Desarrollo de la Expresión Génica , Sistema Inmunológico/citología , Sistema Inmunológico/inmunología , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , MicroARNs/metabolismo , RNA-Seq
15.
Nat Rev Mol Cell Biol ; 22(6): 425-438, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33772227

RESUMEN

In animals, systemic control of metabolism is conducted by metabolic tissues and relies on the regulated circulation of a plethora of molecules, such as hormones and lipoprotein complexes. MicroRNAs (miRNAs) are a family of post-transcriptional gene repressors that are present throughout the animal kingdom and have been widely associated with the regulation of gene expression in various contexts, including virtually all aspects of systemic control of metabolism. Here we focus on glucose and lipid metabolism and review current knowledge of the role of miRNAs in their systemic regulation. We survey miRNA-mediated regulation of healthy metabolism as well as the contribution of miRNAs to metabolic dysfunction in disease, particularly diabetes, obesity and liver disease. Although most miRNAs act on the tissue they are produced in, it is now well established that miRNAs can also circulate in bodily fluids, including their intercellular transport by extracellular vesicles, and we discuss the role of such extracellular miRNAs in systemic metabolic control and as potential biomarkers of metabolic status and metabolic disease.


Asunto(s)
Glucosa/metabolismo , MicroARNs/metabolismo , Animales , Humanos , Metabolismo de los Lípidos/genética , Metabolismo de los Lípidos/fisiología , Enfermedades Metabólicas/metabolismo
16.
Cell ; 173(1): 20-51, 2018 03 22.
Artículo en Inglés | MEDLINE | ID: mdl-29570994

RESUMEN

MicroRNAs (miRNAs) are ∼22 nt RNAs that direct posttranscriptional repression of mRNA targets in diverse eukaryotic lineages. In humans and other mammals, these small RNAs help sculpt the expression of most mRNAs. This article reviews advances in our understanding of the defining features of metazoan miRNAs and their biogenesis, genomics, and evolution. It then reviews how metazoan miRNAs are regulated, how they recognize and cause repression of their targets, and the biological functions of this repression, with a compilation of knockout phenotypes that shows that important biological functions have been identified for most of the broadly conserved miRNAs of mammals.


Asunto(s)
MicroARNs/metabolismo , Animales , Emparejamiento Base , Evolución Molecular , Regulación de la Expresión Génica , Silenciador del Gen , Genómica , Humanos , MicroARNs/antagonistas & inhibidores , MicroARNs/química , Conformación de Ácido Nucleico , Isoformas de ARN/genética , Isoformas de ARN/metabolismo
17.
Cell ; 174(2): 350-362.e17, 2018 07 12.
Artículo en Inglés | MEDLINE | ID: mdl-29887379

RESUMEN

Noncoding RNAs (ncRNAs) play increasingly appreciated gene-regulatory roles. Here, we describe a regulatory network centered on four ncRNAs-a long ncRNA, a circular RNA, and two microRNAs-using gene editing in mice to probe the molecular consequences of disrupting key components of this network. The long ncRNA Cyrano uses an extensively paired site to miR-7 to trigger destruction of this microRNA. Cyrano-directed miR-7 degradation is much more effective than previously described examples of target-directed microRNA degradation, which come primarily from studies of artificial and viral RNAs. By reducing miR-7 levels, Cyrano prevents repression of miR-7-targeted mRNAs and enables accumulation of Cdr1as, a circular RNA known to regulate neuronal activity. Without Cyrano, excess miR-7 causes cytoplasmic destruction of Cdr1as in neurons, in part through enhanced slicing of Cdr1as by a second miRNA, miR-671. Thus, several types of ncRNAs can collaborate to establish a sophisticated regulatory network.


Asunto(s)
Encéfalo/metabolismo , Redes Reguladoras de Genes , ARN no Traducido/metabolismo , Animales , Citoplasma/metabolismo , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , MicroARNs/genética , MicroARNs/metabolismo , Neuronas/metabolismo , ARN Largo no Codificante/genética , ARN Largo no Codificante/metabolismo
18.
Cell ; 173(2): 291-304.e6, 2018 04 05.
Artículo en Inglés | MEDLINE | ID: mdl-29625048

RESUMEN

We conducted comprehensive integrative molecular analyses of the complete set of tumors in The Cancer Genome Atlas (TCGA), consisting of approximately 10,000 specimens and representing 33 types of cancer. We performed molecular clustering using data on chromosome-arm-level aneuploidy, DNA hypermethylation, mRNA, and miRNA expression levels and reverse-phase protein arrays, of which all, except for aneuploidy, revealed clustering primarily organized by histology, tissue type, or anatomic origin. The influence of cell type was evident in DNA-methylation-based clustering, even after excluding sites with known preexisting tissue-type-specific methylation. Integrative clustering further emphasized the dominant role of cell-of-origin patterns. Molecular similarities among histologically or anatomically related cancer types provide a basis for focused pan-cancer analyses, such as pan-gastrointestinal, pan-gynecological, pan-kidney, and pan-squamous cancers, and those related by stemness features, which in turn may inform strategies for future therapeutic development.


Asunto(s)
Neoplasias/patología , Aneuploidia , Cromosomas/genética , Análisis por Conglomerados , Islas de CpG , Metilación de ADN , Bases de Datos Factuales , Humanos , MicroARNs/metabolismo , Mutación , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/metabolismo , Neoplasias/genética , ARN Mensajero/metabolismo
19.
Cell ; 173(2): 338-354.e15, 2018 04 05.
Artículo en Inglés | MEDLINE | ID: mdl-29625051

RESUMEN

Cancer progression involves the gradual loss of a differentiated phenotype and acquisition of progenitor and stem-cell-like features. Here, we provide novel stemness indices for assessing the degree of oncogenic dedifferentiation. We used an innovative one-class logistic regression (OCLR) machine-learning algorithm to extract transcriptomic and epigenetic feature sets derived from non-transformed pluripotent stem cells and their differentiated progeny. Using OCLR, we were able to identify previously undiscovered biological mechanisms associated with the dedifferentiated oncogenic state. Analyses of the tumor microenvironment revealed unanticipated correlation of cancer stemness with immune checkpoint expression and infiltrating immune cells. We found that the dedifferentiated oncogenic phenotype was generally most prominent in metastatic tumors. Application of our stemness indices to single-cell data revealed patterns of intra-tumor molecular heterogeneity. Finally, the indices allowed for the identification of novel targets and possible targeted therapies aimed at tumor differentiation.


Asunto(s)
Desdiferenciación Celular/genética , Aprendizaje Automático , Neoplasias/patología , Carcinogénesis , Metilación de ADN , Bases de Datos Genéticas , Epigénesis Genética , Humanos , MicroARNs/metabolismo , Metástasis de la Neoplasia , Neoplasias/genética , Células Madre/citología , Células Madre/metabolismo , Transcriptoma , Microambiente Tumoral
20.
Cell ; 173(4): 946-957.e16, 2018 05 03.
Artículo en Inglés | MEDLINE | ID: mdl-29576456

RESUMEN

miRISC is a multi-protein assembly that uses microRNAs (miRNAs) to identify mRNAs targeted for repression. Dozens of miRISC-associated proteins have been identified, and interactions between many factors have been examined in detail. However, the physical nature of the complex remains unknown. Here, we show that two core protein components of human miRISC, Argonaute2 (Ago2) and TNRC6B, condense into phase-separated droplets in vitro and in live cells. Phase separation is promoted by multivalent interactions between the glycine/tryptophan (GW)-rich domain of TNRC6B and three evenly spaced tryptophan-binding pockets in the Ago2 PIWI domain. miRISC droplets formed in vitro recruit deadenylation factors and sequester target RNAs from the bulk solution. The condensation of miRISC is accompanied by accelerated deadenylation of target RNAs bound to Ago2. The combined results may explain how miRISC silences mRNAs of varying size and structure and provide experimental evidence that protein-mediated phase separation can facilitate an RNA processing reaction.


Asunto(s)
Proteínas Argonautas/metabolismo , MicroARNs/metabolismo , Proteínas de Unión al ARN/metabolismo , Secuencias de Aminoácidos , Proteínas Argonautas/genética , Sitios de Unión , Recuperación de Fluorescencia tras Fotoblanqueo , Células HEK293 , Humanos , Transición de Fase , Unión Proteica , ARN Mensajero/metabolismo , Proteínas de Unión al ARN/genética , Complejo Silenciador Inducido por ARN/metabolismo
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