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1.
Hum Mol Genet ; 33(8): 677-686, 2024 Apr 08.
Artículo en Inglés | MEDLINE | ID: mdl-38224682

RESUMEN

The metastatic non-small cell lung cancer (NSCLC) is one of the cancers with high incidence, poor survival, and limited treatment. Epithelial-mesenchymal transition (EMT) is the first step by which an early tumor converts to an invasive one. Studying the underlying mechanisms of EMT can help the understanding of cancer metastasis and improve the treatment. In this study, 1013 NSCLC patients and 123 NSCLC cell lines are deeply analyzed for the potential roles of alternative polyadenylation (APA) in the EMT process. A trend of shorter 3'-UTRs (three prime untranslated region) is discovered in the mesenchymal samples. The identification of EMT-related APA events highlights the proximal poly(A) selection of CARM1. It is a pathological biomarker of mesenchymal tumor and cancer metastasis through losing miRNA binding to upregulate the EMT inducer of CARM1 and releasing miRNAs to downregulate the EMT inhibitor of RBM47. The crucial role of this APA event in EMT also guides its effect on drug responses. The patients with shorter 3'-UTR of CARM1 are more benefit from chemotherapy drugs, especially cisplatin. A stratification of NSCLC patients based on this APA event is useful for chemotherapy design in future clinics.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Humanos , Carcinoma de Pulmón de Células no Pequeñas/genética , Neoplasias Pulmonares/genética , Poliadenilación/genética , Línea Celular Tumoral , Transición Epitelial-Mesenquimal/genética , Regulación Neoplásica de la Expresión Génica , Proteínas de Unión al ARN/genética
2.
Trends Genet ; 38(4): 379-394, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-34728089

RESUMEN

Alterations in microRNAs (miRNAs) expression are causative in the initiation and progression of human cancers. The molecular events responsible for the widespread differential expression of miRNAs in malignancy are exemplified by their location in cancer-associated genomic regions, epigenetic mechanisms, transcriptional dysregulation, chemical modifications and editing, and alterations in miRNA biogenesis proteins. The classical miRNA function is synonymous with post-transcriptional repression of target protein genes. However, several studies have reported miRNAs functioning outside this paradigm and some of these novel modes of regulation of gene expression have been implicated in cancers. Here, we summarize key aspects of miRNA involvement in cancer, with a special focus on these lesser-studied mechanisms of action.


Asunto(s)
MicroARNs , Neoplasias , Epigénesis Genética/genética , Expresión Génica , Humanos , MicroARNs/genética , Neoplasias/genética
3.
Brief Bioinform ; 24(6)2023 09 22.
Artículo en Inglés | MEDLINE | ID: mdl-37985452

RESUMEN

Charting microRNA (miRNA) regulation across pathways is key to characterizing their function. Yet, no method currently exists that can quantify how miRNAs regulate multiple interconnected pathways or prioritize them for their ability to regulate coordinate transcriptional programs. Existing methods primarily infer one-to-one relationships between miRNAs and pathways using differentially expressed genes. We introduce PanomiR, an in silico framework for studying the interplay of miRNAs and disease functions. PanomiR integrates gene expression, mRNA-miRNA interactions and known biological pathways to reveal coordinated multi-pathway targeting by miRNAs. PanomiR utilizes pathway-activity profiling approaches, a pathway co-expression network and network clustering algorithms to prioritize miRNAs that target broad-scale transcriptional disease phenotypes. It directly resolves differential regulation of pathways, irrespective of their differential gene expression, and captures co-activity to establish functional pathway groupings and the miRNAs that may regulate them. PanomiR uses a systems biology approach to provide broad but precise insights into miRNA-regulated functional programs. It is available at https://bioconductor.org/packages/PanomiR.


Asunto(s)
MicroARNs , MicroARNs/metabolismo , Biología de Sistemas , Perfilación de la Expresión Génica/métodos , Biología Computacional/métodos , Redes Reguladoras de Genes
4.
J Insect Sci ; 24(3)2024 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-38809688

RESUMEN

Aspongopus chinensis Dallas, 1851 (Hemiptera: Dinidoridae), an edible and medicinal insect, usually found in China and Southeast Asia, offers substantial potential for various applications. The reproductive cycle of this particular insect occurs annually because of reproductive diapause, leading to inadequate utilization of available natural resources. Despite its considerable ecological importance, the precise mechanisms underlying diapause in A. chinensis are not yet well understood. In this study, we conducted an analysis of comparing the microRNA (miRNA) regulation in the diapause and non-diapause gonads of A. chinensis and identified 303 differentially expressed miRNAs, among which, compared with the diapause group, 76 miRNAs were upregulated and 227 miRNAs downregulated. The results, regarding the Enrichment analysis of miRNA-targeted genes, showed their involvement in several essential biological processes, such as lipid anabolism, energy metabolism, and gonadal growth. Interestingly, we observed that the ATP-binding cassette pathway is the only enriched pathway, demonstrating the capability of these targeted miRNAs to regulate the reproductive diapause of A. chinensis through the above essential pathway. The current study provided the role of gonadal miRNA expression in the control of reproductive diapause in A. chinensis, the specific regulatory mechanism behind this event remained unknown and needed more investigation.


Asunto(s)
Diapausa de Insecto , Hemípteros , MicroARNs , Animales , MicroARNs/metabolismo , MicroARNs/genética , Hemípteros/genética , Hemípteros/metabolismo , Hemípteros/crecimiento & desarrollo , Hemípteros/fisiología , Gónadas/metabolismo , Gónadas/crecimiento & desarrollo , Femenino , Masculino , Reproducción
5.
Int J Mol Sci ; 25(2)2024 Jan 09.
Artículo en Inglés | MEDLINE | ID: mdl-38255880

RESUMEN

Auxin Response Factors (ARFs) mediate auxin signaling and govern diverse biological processes. However, a comprehensive analysis of the ARF gene family and identification of their key regulatory functions have not been conducted in Melastoma dodecandrum, leading to a weak understanding of further use and development for this functional shrub. In this study, we successfully identified a total of 27 members of the ARF gene family in M. dodecandrum and classified them into Class I-III. Class II-III showed more significant gene duplication than Class I, especially for MedARF16s. According to the prediction of cis-regulatory elements, the AP2/ERF, BHLH, and bZIP transcription factor families may serve as regulatory factors controlling the transcriptional pre-initiation expression of MedARF. Analysis of miRNA editing sites reveals that miR160 may play a regulatory role in the post-transcriptional expression of MeARF. Expression profiles revealed that more than half of the MedARFs exhibited high expression levels in the stem compared to other organs. While there are some specific genes expressed only in flowers, it is noteworthy that MedARF16s, MedARF7A, and MedARF9B, which are highly expressed in stems, also demonstrate high expressions in other organs of M. dodecandrum. Further hormone treatment experiments revealed that these MedARFs were sensitive to auxin changes, with MedARF6C and MedARF7A showing significant and rapid changes in expression upon increasing exogenous auxin. In brief, our findings suggest a crucial role in regulating plant growth and development in M. dodecandrum by responding to changes in auxin. These results can provide a theoretical basis for future molecular breeding in Myrtaceae.


Asunto(s)
Factores de Transcripción con Cremalleras de Leucina de Carácter Básico , Melastomataceae , Barajamiento de ADN , Flores , Duplicación de Gen , Ácidos Indolacéticos/farmacología
6.
Biochem Biophys Res Commun ; 644: 162-170, 2023 02 12.
Artículo en Inglés | MEDLINE | ID: mdl-36669384

RESUMEN

Hypoxia or low oxygen tension causes changes in the structure and functional phenotype of the endothelial progenitor cells (EPCs). EPCs are found to be involved in angiogenesis and vascular repair. However, EPC's role in cell-matrix adhesion under hypoxia conditions is not clearly established. Nitric oxide (NO) exerts a wide range of biological functions, especially in regulating the mobilization and vascular repair of EPCs. In contrast, the link between NO and its role in cell-matrix deadhesion under hypoxia is not studied yet. Here, we investigated the protective role of NO in hypoxia-induced cell-matrix deadhesion of EPCs through an epigenetic mechanism. The EPCs were exposed to 2% hypoxia in the presence or absence of 10 µM Spermine NONOate (NO donor). The result demonstrates that hypoxia exposure intensified mitochondrial oxidative damage and energy defects. Using miScript miRNA qPCR array-based screening, the study found miR-148 as a novel target of hypoxia-induced DNMT1 activation. Mechanistically, the study discovered that hypoxia suppressed miR-148 levels and stimulated EPCs cell-matrix deadhesion via increasing DNMT1 mediated Integrin alpha-5 (ITGA5) CpG promoter hypermethylation. Treatment with a mitochondria-targeted antioxidant, MitoTEMPO, or epigenetic DNMT inhibitor, 5'-azacitidine, or miR-148 overexpression in hypoxic EPCs culture, prevented the cell-matrix deadhesion compared to hypoxic EPCs. Further, treatment of spNO or transient expression of eNOS-GFP attenuated hypoxia-induced cell-matrix deadhesion via inhibition of ITGA5 CpG island promoter methylation. In conclusion, the study provides evidence that NO is essential for cell-matrix adhesion of EPCs by epigenetically mitigating ITGA5 CpG promoter hypermethylation under hypoxia conditions. This finding uncovers the previously undefined mechanism of NO-mediated diminution of hypoxia-induced cell-matrix deadhesion and dysfunction induced by low oxygen tension.


Asunto(s)
Células Progenitoras Endoteliales , MicroARNs , Humanos , Azacitidina , Uniones Célula-Matriz/metabolismo , Células Cultivadas , Desmetilación , Hipoxia/metabolismo , Integrinas/metabolismo , MicroARNs/genética , Óxido Nítrico/metabolismo , Oxígeno/metabolismo , Regiones Promotoras Genéticas , Islas de CpG
7.
Brief Bioinform ; 22(3)2021 05 20.
Artículo en Inglés | MEDLINE | ID: mdl-32363380

RESUMEN

Competitive endogenous RNA (ceRNA) represents a novel layer of gene regulation that controls both physiological and pathological processes. However, there is still lack of computational tools for quickly identifying ceRNA regulation. To address this problem, we presented an R-package, CeRNASeek, which allows identifying and analyzing ceRNA-ceRNA interactions by integration of multiple-omics data. CeRNASeek integrates six widely used computational methods to identify ceRNA-ceRNA interactions, including two global and four context-specific ceRNA regulation prediction methods. In addition, it provides several downstream analyses for predicted ceRNA-ceRNA pairs, including regulatory network analysis, functional annotation and survival analysis. With examples of cancer-related ceRNA prioritization and cancer subtyping, we demonstrate that CeRNASeek is a valuable tool for investigating the function of ceRNAs in complex diseases. In summary, CeRNASeek provides a comprehensive and efficient tool for identifying and analysis of ceRNA regulation. The package is available on the Comprehensive R Archive Network (CRAN) at https://CRAN.R-project.org/package=CeRNASeek.


Asunto(s)
Regulación de la Expresión Génica , ARN/genética , Algoritmos , Biología Computacional/métodos , Regulación Neoplásica de la Expresión Génica , Humanos , MicroARNs/genética , Neoplasias/genética , Fosfohidrolasa PTEN/genética
8.
Brief Bioinform ; 22(5)2021 09 02.
Artículo en Inglés | MEDLINE | ID: mdl-33401309

RESUMEN

A-to-I RNA editing, contributing to nearly 90% of all editing events in human, has been reported to involve in the pathogenesis of Alzheimer's disease (AD) due to its roles in brain development and immune regulation, such as the deficient editing of GluA2 Q/R related to cell death and memory loss. Currently, there are urgent needs for the systematic annotations of A-to-I RNA editing events in AD. Here, we built ADeditome, the annotation database of A-to-I RNA editing in AD available at https://ccsm.uth.edu/ADeditome, aiming to provide a resource and reference for functional annotation of A-to-I RNA editing in AD to identify therapeutically targetable genes in an individual. We detected 1676 363 editing sites in 1524 samples across nine brain regions from ROSMAP, MayoRNAseq and MSBB. For these editing events, we performed multiple functional annotations including identification of specific and disease stage associated editing events and the influence of editing events on gene expression, protein recoding, alternative splicing and miRNA regulation for all the genes, especially for AD-related genes in order to explore the pathology of AD. Combing all the analysis results, we found 108 010 and 26 168 editing events which may promote or inhibit AD progression, respectively. We also found 5582 brain region-specific editing events with potentially dual roles in AD across different brain regions. ADeditome will be a unique resource for AD and drug research communities to identify therapeutically targetable editing events. Significance: ADeditome is the first comprehensive resource of the functional genomics of individual A-to-I RNA editing events in AD, which will be useful for many researchers in the fields of AD pathology, precision medicine, and therapeutic researches.


Asunto(s)
Adenosina/metabolismo , Enfermedad de Alzheimer/genética , Amnesia/genética , Inosina/metabolismo , Proteínas del Tejido Nervioso/genética , Edición de ARN , Transcriptoma , Adenosina/genética , Empalme Alternativo , Enfermedad de Alzheimer/metabolismo , Enfermedad de Alzheimer/patología , Amnesia/metabolismo , Amnesia/patología , Encéfalo/metabolismo , Encéfalo/patología , Mapeo Encefálico , Bases de Datos Genéticas , Ontología de Genes , Humanos , Inosina/genética , MicroARNs/clasificación , MicroARNs/genética , MicroARNs/metabolismo , Anotación de Secuencia Molecular , Proteínas del Tejido Nervioso/clasificación , Proteínas del Tejido Nervioso/metabolismo , Receptores AMPA/genética , Receptores AMPA/metabolismo
9.
Brief Bioinform ; 22(6)2021 11 05.
Artículo en Inglés | MEDLINE | ID: mdl-34279571

RESUMEN

Deregulation of gene expression is associated with the pathogenesis of numerous human diseases including cancer. Current data analyses on gene expression are mostly focused on differential gene/transcript expression in big data-driven studies. However, a poor connection to the proteome changes is a widespread problem in current data analyses. This is partly due to the complexity of gene regulatory pathways at the post-transcriptional level. In this study, we overcome these limitations and introduce a graph-based learning model, PTNet, which simulates the microRNAs (miRNAs) that regulate gene expression post-transcriptionally in silico. Our model does not require large-scale proteomics studies to measure the protein expression and can successfully predict the protein levels by considering the miRNA-mRNA interaction network, the mRNA expression, and the miRNA expression. Large-scale experiments on simulations and real cancer high-throughput datasets using PTNet validated that (i) the miRNA-mediated interaction network affects the abundance of corresponding proteins and (ii) the predicted protein expression has a higher correlation with the proteomics data (ground-truth) than the mRNA expression data. The classification performance also shows that the predicted protein expression has an improved prediction power on cancer outcomes compared to the prediction done by the mRNA expression data only or considering both mRNA and miRNA. Availability: PTNet toolbox is available at http://github.com/CompbioLabUCF/PTNet.


Asunto(s)
Redes Reguladoras de Genes , MicroARNs/genética , Neoplasias/genética , Algoritmos , Simulación por Computador , Conjuntos de Datos como Asunto , Humanos , Proteómica
10.
Hum Reprod ; 38(8): 1547-1559, 2023 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-37407281

RESUMEN

STUDY QUESTION: Are the extracellular vesicles (EVs) secreted by the maternal endometrium uptaken by human embryos and is their miRNA cargo involved in implantation and embryo development? SUMMARY ANSWER: Data suggest that EVs secreted by human endometrial epithelial cells are internalized by human blastocysts, and transport miRNAs to modulate biological processes related to implantation events and early embryo development. WHAT IS KNOWN ALREADY: Successful implantation is dependent on coordination between maternal endometrium and embryo, and EVs role in the required cell-to-cell crosstalk has recently been established. In this regard, our group previously showed that protein cargo of EVs secreted by primary human endometrial epithelial cells (pHEECs) is implicated in biological processes related to endometrial receptivity, embryo implantation, and early embryo development. However, little is known about the regulation of these biological processes through EVs secreted by the endometrium at a transcriptomic level. STUDY DESIGN, SIZE, DURATION: A prospective descriptive study was performed. Endometrial biopsies were collected from healthy oocyte donors with confirmed fertility on the day of oocyte retrieval, 36 h after the LH surge. pHEECs were isolated from endometrial biopsies (n = 8 in each pool) and cultured in vitro. Subsequently, conditioned medium was collected and EVs were isolated and characterized. Uptake of EVs by human blastocysts and miRNA cargo of these EVs (n = 3 pools) was analyzed. PARTICIPANTS/MATERIALS, SETTING, METHODS: EVs were isolated from the conditioned culture media using ultracentrifugation, and characterization was performed using western blotting, nanoparticle tracking analysis, and transmission electron microscopy. EVs were fluorescently labeled with Bodipy-TR ceramide, and their uptake by human blastocysts was analyzed using confocal microscopy. Analysis of the miRNA cargo of EVs was performed using miRNA sequencing, target genes of the most expressed miRNA were annotated, and functional enrichment analysis was performed. MAIN RESULTS AND THE ROLE OF CHANCE: EVs measured 100-300 nm in diameter, a concentration of 1.78 × 1011 ± 4.12 × 1010 (SD) particles/ml and expressed intraluminal protein markers Heat shock protein 70 (HSP70) and Tumor Susceptibility Gene 101 (TSG101), in addition to CD9 and CD81 transmembrane proteins. Human blastocysts efficiently internalized fluorescent EVs within 1-2 h, and more pronounced internalization was observed in the hatched pole of the embryos. miRNA-seq analysis featured 149 annotated miRNAs, of which 37 were deemed most relevant. The latter had 6592 reported gene targets, that in turn, have functional implications in several processes related to embryo development, oxygen metabolism, cell cycle, cell differentiation, apoptosis, metabolism, cellular organization, and gene expression. Among the relevant miRNAs contained in these EVs, we highlight hsa-miR-92a-3p, hsa-let-7b-5p, hsa-miR-30a-5p, hsa-miR-24-3p, hsa-miR-21-5p, and hsa-let-7a-5p as master regulators of the biological processes. LIMITATIONS, REASONS FOR CAUTION: This is an in vitro study in which conditions of endometrial cell culture could not mimic the intrauterine environment. WIDER IMPLICATIONS OF THE FINDINGS: This study defines potential biomarkers of endometrial receptivity and embryo competence that could be useful diagnostic and therapeutic targets for implantation success, as well as open insight further investigations to elucidate the molecular mechanisms implicated in a successful implantation. STUDY FUNDING/COMPETING INTEREST(S): This study was supported by the Spanish Ministry of Education through FPU awarded to M.S.-B. (FPU18/03735), the Health Institute Carlos III awarded to E.J.-B. (FI19/00110) and awarded to H.F. by the Miguel Servet Program 'Fondo Social Europeo «El FSE invierte en tu futuro¼' (CP20/00120), and Generalitat Valenciana through VALi+d Programme awarded to M.C.C.-G. (ACIF/2019/139). The authors have no conflicts of interest to disclose. TRIAL REGISTRATION NUMBER: N/A.


Asunto(s)
Vesículas Extracelulares , MicroARNs , Femenino , Humanos , MicroARNs/metabolismo , Implantación del Embrión/fisiología , Endometrio/metabolismo , Blastocisto/metabolismo , Medios de Cultivo Condicionados
11.
Biochem Biophys Res Commun ; 620: 180-187, 2022 09 10.
Artículo en Inglés | MEDLINE | ID: mdl-35803174

RESUMEN

Diabetes mellitus (DM), hypertension, and cardiovascular diseases (CVDs) are the leading chronic comorbidities that enhance the severity and mortality of COVID-19 cases. However, SARS-CoV-2 mediated deregulation of diabetes pathophysiology and comorbidity that links the skeletal bone loss remain unclear. We used both streptozocin-induced type 2 diabetes (T2DM) mouse and hACE2 transgenic mouse to enable SARS-CoV-2-receptor binding domain (RBD) mediated abnormal glucose metabolism and bone loss phenotype in mice. The data demonstrate that SARS-CoV-2-RBD treatment in pre-existing diabetes conditions in hACE2 (T2DM + RBD) mice results in the aggravated osteoblast inflammation and downregulation of Glucose transporter 4 (Glut4) expression via upregulation of miR-294-3p expression. The data also found increased fasting blood glucose and reduced insulin sensitivity in the T2DM + RBD condition compared to the T2DM condition. Femoral trabecular bone mass loss and bone mechanical quality were further reduced in T2DM + RBD mice. Mechanistically, silencing of miR-294 function improved Glut4 expression, glucose metabolism, and bone formation in T2DM + RBD + anti-miR-294 mice. These data uncover the previously undefined role of SARS-CoV-2-RBD treatment mediated complex pathological symptoms of diabetic COVID-19 mice with abnormal bone metabolism via a miRNA-294/Glut4 axis. Therefore, this work would provide a better understanding of the interplay between diabetes and SARS-CoV-2 infection.


Asunto(s)
COVID-19 , Diabetes Mellitus Tipo 2 , Intolerancia a la Glucosa , MicroARNs , Animales , COVID-19/complicaciones , Diabetes Mellitus Tipo 2/genética , Glucosa/metabolismo , Ratones , MicroARNs/genética , SARS-CoV-2 , Glicoproteína de la Espiga del Coronavirus
12.
Lipids Health Dis ; 21(1): 117, 2022 Nov 08.
Artículo en Inglés | MEDLINE | ID: mdl-36348421

RESUMEN

OBJECTIVE: The purpose of this study was to explore the effect of cigarette smoke component (CSC) exposure on serum lipid levels in rats and the underlying molecular mechanism. METHODS: Male SPF-grade SD rats were randomly divided into a control group and a CSC exposure group, with the CSC group being exposed to CSC for 6 weeks. RT-PCR and Western blotting methods were used to detect lipid metabolism gene expression in rats, and 16S RNA gene sequencing was used to detect the gut microbiota in the rat cecum. Rat serum exosomes were prepared and identified, and the interaction of exosomal miR-291a-3p and miR-126a-5p with AMPK and CYP7A1 was detected by a dual luciferase reporter gene assay (DLRG). RESULTS: Serum indicators, including cholesterol levels and trimethylamine oxide (TMAO) content, were significantly affected in the CSC exposure group compared with the control group (P < 0.05), and the expression levels of adenylate-activated protein kinase (AMPK), acetyl-coenzyme A carboxylase (ACC) and HMG-CoA reductase (HMG-CoAR) genes were significantly increased (P < 0.05) in the liver, while the expression level of cholesterol 7α-hydroxylase (CYP7A1) was markedly decreased (P < 0.01). 16S rRNA gene sequencing of the gut microbiota in the rat cecum showed that the abundance of Firmicutes in the CSC group increased significantly at the phylum level, while the abundances of Bacteroidota and Spirochaetota were reduced significantly (P < 0.01). The relative abundance of Romboutsia, Turicibacter, and Clostridium sensu stricto increased significantly (P < 0.01), and the relative abundance of Prevotella, Muribaculaceae_norank, Lachnospiraceae NK4A136 group, Roseburia, Treponema, and Ruminococcus significantly decreased (P < 0.01) at the genus level. In addition, the exosome miR-291a-3p and miR-126a-5p levels were markedly regulated by CSC exposure (P < 0.01). The interactions of miR-291a-3p and miR-126a-5p with AMPK and CYP7A1 mRNA were also validated by the DLRG method. CONCLUSIONS: In summary, the rat dyslipidemia induced by CSC exposure may be related to the interference of gut microbiota structure and interaction of miRNAs from serum exosomes with target mRNAs, which further regulated AMPK-ACC/CYP7A1 signaling in rats.


Asunto(s)
Fumar Cigarrillos , Dislipidemias , Hígado Graso , MicroARNs , Ratas , Masculino , Animales , ARN Ribosómico 16S/genética , Proteínas Quinasas Activadas por AMP/genética , Ratas Sprague-Dawley , Dislipidemias/genética , MicroARNs/genética
13.
Adv Exp Med Biol ; 1385: 241-257, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36352217

RESUMEN

MicroRNAs (miRNAs) are known for their role in the post-transcriptional regulation of messenger RNA (mRNA). However, recent evidence has shown that miRNAs are capable of regulating non-coding RNAs, including miRNAs, in what is known as miRNA:miRNA interactions. There are three main models for the interplay between miRNAs. These involve direct interaction between two miRNAs, either in their mature or primary form, the subsequent changes in miRNA expression due to miRNA-directed transcriptional changes, and the cell-wide impact on miRNA and mRNA levels as a result of miRNA manipulation. Networks of mRNA and miRNA regulatory connections are invaluable to the discovery of miRNA:miRNA pathways, but this cannot be applied without consideration of the specific cell type or condition.In this chapter, we discuss what is understood about miRNA:miRNA interactions, their mechanisms and consequences in disease biology, and suggest further avenues of investigation based on current gaps in the literature and in our understanding of miRNA biology. We also address the pitfalls in contemporary methods relating to the identification of miRNA:miRNA interactions. Future work in this area may ultimately change the definitional role of miRNAs, and have far-reaching impacts on therapeutic and diagnostic developments.


Asunto(s)
MicroARNs , MicroARNs/genética , MicroARNs/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo , Regulación de la Expresión Génica , Redes Reguladoras de Genes
14.
BMC Bioinformatics ; 22(1): 578, 2021 Dec 02.
Artículo en Inglés | MEDLINE | ID: mdl-34856921

RESUMEN

BACKGROUND: Existing computational methods for studying miRNA regulation are mostly based on bulk miRNA and mRNA expression data. However, bulk data only allows the analysis of miRNA regulation regarding a group of cells, rather than the miRNA regulation unique to individual cells. Recent advance in single-cell miRNA-mRNA co-sequencing technology has opened a way for investigating miRNA regulation at single-cell level. However, as currently single-cell miRNA-mRNA co-sequencing data is just emerging and only available at small-scale, there is a strong need of novel methods to exploit existing single-cell data for the study of cell-specific miRNA regulation. RESULTS: In this work, we propose a new method, CSmiR (Cell-Specific miRNA regulation) to combine single-cell miRNA-mRNA co-sequencing data and putative miRNA-mRNA binding information to identify miRNA regulatory networks at the resolution of individual cells. We apply CSmiR to the miRNA-mRNA co-sequencing data in 19 K562 single-cells to identify cell-specific miRNA-mRNA regulatory networks for understanding miRNA regulation in each K562 single-cell. By analyzing the obtained cell-specific miRNA-mRNA regulatory networks, we observe that the miRNA regulation in each K562 single-cell is unique. Moreover, we conduct detailed analysis on the cell-specific miRNA regulation associated with the miR-17/92 family as a case study. The comparison results indicate that CSmiR is effective in predicting cell-specific miRNA targets. Finally, through exploring cell-cell similarity matrix characterized by cell-specific miRNA regulation, CSmiR provides a novel strategy for clustering single-cells and helps to understand cell-cell crosstalk. CONCLUSIONS: To the best of our knowledge, CSmiR is the first method to explore miRNA regulation at a single-cell resolution level, and we believe that it can be a useful method to enhance the understanding of cell-specific miRNA regulation.


Asunto(s)
MicroARNs , Análisis por Conglomerados , Perfilación de la Expresión Génica , Redes Reguladoras de Genes , MicroARNs/genética , ARN Mensajero/genética
15.
J Cell Physiol ; 236(10): 6852-6867, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-33855696

RESUMEN

Ethanol (ET) causes cerebrovascular dysfunction by altering homocysteine (Hcy) metabolism and by causing oxidative stress. However, there are no strategies to prevent ET-induced epigenetic deregulation of tight junction protein (hyper-methylation) and endothelial cell permeability to date. Hydrogen sulfide (H2 S) has an antioxidative, antiapoptotic, and anti-inflammatory effect. Here, we investigated the protective role of H2 S in ET-induced endothelial permeability through epigenetic changes in mouse brain endothelial cells (bEnd3). The bEnd3 cells were exposed to 50 mM ET treatment in the presence or absence of 50 µM NaHS (H2 S donor). The result demonstrates that ET-induced cellular toxicity increased intracellular Hcy levels, which further intensified mitochondrial dysfunction and energy defects. Using miScript microRNA (miRNA) polymerase chain reaction array-based screening, we identified a particular miRNA, miR-218, as a novel target of ET-induced DNA methyltransferase-3a (DNMT3a) activation. miR-218 influences CpG island methylation of the zonula occludens 1 (ZO-1) promoter in the endothelial cells. We discovered that ET suppressed miR-218 levels and induced endothelial permeability via DNMT3a-mediated ZO-1 hyper-methylation. Treatment with mito-TEMPO (mitochondria-targeted antioxidant), 5'-azacitidine (DNMT inhibitor), or miR-218 overexpression was shown to protect endothelial cells against ET-induced permeability. Also, bEnd3 cells pretreated with NaHS attenuated ET-induced vascular permeability and prevented CpG island methylation at the promoter. In conclusion, our data provide evidence that H2 S treatment protects vascular integrity from ET-induced stress by mitigating CpG (ZO-1 promoter) DNA hyper-methylation. This finding uncovers a new mechanistic understanding of NaHS/H2 S, that may have therapeutic potential in preventing or diminishing ET-induced brain vascular permeability and dysfunction induced by alcoholism.


Asunto(s)
Encéfalo/irrigación sanguínea , Permeabilidad Capilar/efectos de los fármacos , ADN (Citosina-5-)-Metiltransferasas/metabolismo , Metilación de ADN/efectos de los fármacos , Células Endoteliales/efectos de los fármacos , Etanol/toxicidad , Sulfuro de Hidrógeno/farmacología , MicroARNs/metabolismo , Proteína de la Zonula Occludens-1/metabolismo , Animales , Línea Celular , Islas de CpG , ADN (Citosina-5-)-Metiltransferasas/genética , ADN Metiltransferasa 3A , Células Endoteliales/enzimología , Células Endoteliales/patología , Metabolismo Energético/efectos de los fármacos , Epigénesis Genética/efectos de los fármacos , Homocisteína/metabolismo , Ratones , MicroARNs/genética , Mitocondrias/efectos de los fármacos , Mitocondrias/metabolismo , Mitocondrias/patología , Estrés Oxidativo/efectos de los fármacos , Regiones Promotoras Genéticas , Proteína de la Zonula Occludens-1/genética
16.
Biol Chem ; 402(7): 805-813, 2021 06 25.
Artículo en Inglés | MEDLINE | ID: mdl-33984882

RESUMEN

The molecular pathogenesis of colorectal cancer (CRC) has been widely investigated in recent years. Accumulating evidence has indicated that microRNA (miRNA) dysregulation participates in the processes of driving CRC initiation and progression. Aberrant expression of miR-1301 has been found in various tumor types. However, its role in CRC remains to be elucidated. In the present study, we identified miR-1301 was enriched in normal colorectal tissues and significantly down-regulated in CRC. Decreased level of miR-1301 strongly correlated with aggressive pathological characteristics, including advanced stage and metastasis. Bioinformatics and dual luciferase assay demonstrated that STAT3 is a direct target of miR-1301. Gain and loss-of-function assays showed that miR-1301 had no effect on cell proliferation. Overexpression of miR-1301 suppressed cell migration and invasion capacity of pSTAT3-positive LoVo cells, but not pSTAT3-negative SW480 cells, while inhibition of miR-1301 consistently promoted cell migration and invasion in both cell lines. Additionally, miR-1301 inhibition restored the suppressed migration and invasion of STAT3-knockdown LoVo cells. MiR-1301 functioned as a tumor suppressor to modulate the IL6/STAT3 signaling pathway. In summary, this study highlights the significant role of miR-1301/STAT3 axis in CRC metastasis.


Asunto(s)
Neoplasias Colorrectales/metabolismo , MicroARNs/metabolismo , Factor de Transcripción STAT3/metabolismo , Movimiento Celular , Proliferación Celular , Neoplasias Colorrectales/patología , Humanos , Interleucina-6/genética , Interleucina-6/metabolismo , MicroARNs/genética , Factor de Transcripción STAT3/deficiencia , Factor de Transcripción STAT3/genética , Células Tumorales Cultivadas
17.
RNA Biol ; 18(1): 24-32, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32746694

RESUMEN

Data accumulated over the past several decades uncover a vital role of microRNAs (miRNAs) in various biological processes. It is well established that, by binding to target mRNAs, miRNAs act as post-transcription suppressors to inhibit mRNA translation and/or to promote mRNA degradation. Very recently, miRNAs have been found to act as positive regulators to promote gene transcription. In this review, we briefly summarize the regulation and functional roles of miRNAs in metabolic diseases and cancer development. We also review recent advances on the mechanisms by which miRNAs regulate gene expression, focusing on their unconventional roles as enhancers to promote gene expression. Given the high potential of miRNAs as biomarkers for risk assessment and as high-value targets for therapy, a better understanding of the Yin-Yang functional feature of miRNAs and their mechanisms of action could have significant clinical implications for the treatment of various diseases such as obesity, type 2 diabetes, and cancer.


Asunto(s)
Susceptibilidad a Enfermedades , Insulina/metabolismo , MicroARNs/genética , Neoplasias/etiología , Neoplasias/metabolismo , Transducción de Señal , Yin-Yang , Animales , Biomarcadores de Tumor , Regulación Neoplásica de la Expresión Génica , Humanos , Neoplasias/patología , Especificidad de Órganos/genética , Interferencia de ARN , ARN Mensajero/genética
18.
Int J Mol Sci ; 23(1)2021 Dec 23.
Artículo en Inglés | MEDLINE | ID: mdl-35008586

RESUMEN

Ischemic stroke is characterized by an occlusion of a cerebral blood vessel resulting in neuronal cell death due to nutritional and oxygen deficiency. Additionally, post-ischemic cell death is augmented after reperfusion. These events are paralleled by dysregulated miRNA expression profiles in the peri-infarct area. Understanding the underlying molecular mechanism in the peri-infarct region is crucial for developing promising therapeutics. Utilizing a tMCAo (transient Middle Cerebral Artery occlusion) model in rats, we studied the expression levels of the miRNAs (miR) 223-3p, 155-5p, 3473, and 448-5p in the cortex, amygdala, thalamus, and hippocampus of both the ipsi- and contralateral hemispheres. Additionally, the levels in the blood serum, spleen, and liver and the expression of their target genes, namely, Nlrp3, Socs1, Socs3, and Vegfa, were assessed. We observed an increase in all miRNAs on the ipsilateral side of the cerebral cortex in a time-dependent manner and increased miRNAs levels (miR-223-3p, miR-3473, and miR-448-5p) in the contralateral hemisphere after 72 h. Besides the cerebral cortex, the amygdala presented increased expression levels, whereas the thalamus and hippocampus showed no alterations. Different levels of the investigated miRNAs were detected in blood serum, liver, and spleen. The gene targets were altered not only in the peri-infarct area of the cortex but selectively increased in the investigated non-affected brain regions along with the spleen and liver during the reperfusion time up to 72 h. Our results suggest a supra-regional influence of miRNAs following ischemic stroke, which should be studied to further identify whether miRNAs are transported or locally upregulated.


Asunto(s)
Corteza Cerebral/metabolismo , Hipocampo/metabolismo , Ataque Isquémico Transitorio/metabolismo , Hígado/metabolismo , MicroARNs/metabolismo , Suero/metabolismo , Bazo/metabolismo , Animales , Isquemia Encefálica/metabolismo , Modelos Animales de Enfermedad , Infarto de la Arteria Cerebral Media/metabolismo , Masculino , Ratas , Ratas Wistar , Daño por Reperfusión/metabolismo , Accidente Cerebrovascular/metabolismo
19.
BMC Bioinformatics ; 21(1): 75, 2020 Feb 24.
Artículo en Inglés | MEDLINE | ID: mdl-32093602

RESUMEN

BACKGROUND: MicroRNA (miRNA) regulation is associated with several diseases, including neurodegenerative diseases. Several approaches can be used for modeling miRNA regulation. However, their precision may be limited for analyzing multidimensional data. Here, we addressed this question by integrating shape analysis and feature selection into miRAMINT, a methodology that we used for analyzing multidimensional RNA-seq and proteomic data from a knock-in mouse model (Hdh mice) of Huntington's disease (HD), a disease caused by CAG repeat expansion in huntingtin (htt). This dataset covers 6 CAG repeat alleles and 3 age points in the striatum and cortex of Hdh mice. RESULTS: Remarkably, compared to previous analyzes of this multidimensional dataset, the miRAMINT approach retained only 31 explanatory striatal miRNA-mRNA pairs that are precisely associated with the shape of CAG repeat dependence over time, among which 5 pairs with a strong change of target expression levels. Several of these pairs were previously associated with neuronal homeostasis or HD pathogenesis, or both. Such miRNA-mRNA pairs were not detected in cortex. CONCLUSIONS: These data suggest that miRNA regulation has a limited global role in HD while providing accurately-selected miRNA-target pairs to study how the brain may compute molecular responses to HD over time. These data also provide a methodological framework for researchers to explore how shape analysis can enhance multidimensional data analytics in biology and disease.


Asunto(s)
Enfermedad de Huntington/genética , Aprendizaje Automático , MicroARNs/metabolismo , Animales , Encéfalo/metabolismo , Modelos Animales de Enfermedad , Regulación de la Expresión Génica , Técnicas de Sustitución del Gen , Humanos , Proteína Huntingtina/genética , Enfermedad de Huntington/metabolismo , Ratones , Neuronas/metabolismo , Proteómica , ARN Mensajero/metabolismo , RNA-Seq , Repeticiones de Trinucleótidos
20.
Mol Biol Evol ; 36(11): 2498-2511, 2019 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-31397871

RESUMEN

Cichlid fishes provide textbook examples of explosive phenotypic diversification and sympatric speciation, thereby making them ideal systems for studying the molecular mechanisms underlying rapid lineage divergence. Despite the fact that gene regulation provides a critical link between diversification in gene function and speciation, many genomic regulatory mechanisms such as microRNAs (miRNAs) have received little attention in these rapidly diversifying groups. Therefore, we investigated the posttranscriptional regulatory role of miRNAs in the repeated sympatric divergence of Midas cichlids (Amphilophus spp.) from Nicaraguan crater lakes. Using miRNA and mRNA sequencing of embryos from five Midas species, we first identified miRNA binding sites in mRNAs and highlighted the presences of a surprising number of novel miRNAs in these adaptively radiating species. Then, through analyses of expression levels, we identified putative miRNA/gene target pairs with negatively correlated expression level that were consistent with the role of miRNA in downregulating mRNA. Furthermore, we determined that several miRNA/gene pairs show convergent expression patterns associated with the repeated benthic/limnetic sympatric species divergence implicating these miRNAs as potential molecular mechanisms underlying replicated sympatric divergence. Finally, as these candidate miRNA/gene pairs may play a central role in phenotypic diversification in these cichlids, we characterized the expression domains of selected miRNAs and their target genes via in situ hybridization, providing further evidence that miRNA regulation likely plays a role in the Midas cichlid adaptive radiation. These results provide support for the hypothesis that extremely quickly evolving miRNA regulation can contribute to rapid evolutionary divergence even in the presence of gene flow.

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