913 resultados para Long non-coding RNA
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NlmCategory="UNASSIGNED">Insulin is a key hormone controlling metabolic homeostasis. Loss or dysfunction of pancreatic β-cells lead to the release of insufficient insulin to cover the organism needs, promoting diabetes development. Since dietary nutrients influence the activity of β-cells, their inadequate intake, absorption and/or utilisation can be detrimental. This review will highlight the physiological and pathological effects of nutrients on insulin secretion and discuss the underlying mechanisms. Glucose uptake and metabolism in β-cells trigger insulin secretion. This effect of glucose is potentiated by amino acids and fatty acids, as well as by entero-endocrine hormones and neuropeptides released by the digestive tract in response to nutrients. Glucose controls also basal and compensatory β-cell proliferation and, along with fatty acids, regulates insulin biosynthesis. If in the short-term nutrients promote β-cell activities, chronic exposure to nutrients can be detrimental to β-cells and causes reduced insulin transcription, increased basal secretion and impaired insulin release in response to stimulatory glucose concentrations, with a consequent increase in diabetes risk. Likewise, suboptimal early-life nutrition (e.g. parental high-fat or low-protein diet) causes altered β-cell mass and function in adulthood. The mechanisms mediating nutrient-induced β-cell dysfunction include transcriptional, post-transcriptional and translational modifications of genes involved in insulin biosynthesis and secretion, carbohydrate and lipid metabolism, cell differentiation, proliferation and survival. Altered expression of these genes is partly caused by changes in non-coding RNA transcripts induced by unbalanced nutrient uptake. A better understanding of the mechanisms leading to β-cell dysfunction will be critical to improve treatment and find a cure for diabetes.
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MicroRNAs (miRNAs) are a class of small endogenous RNAs that play important regulatory roles by targeting mRNAs for cleavage or translational repression. miRNAs act in diverse biological processes including development, cell growth, apoptosis, and hematopoiesis, suggesting their association with cancer. We determined the miRNA expression profile of chronic and acute lymphocytic leukemias (CLL and ALL) using the TaqMan® MicroRNA Assays Human Panel (Applied Biosystems). Pooled leukemia samples were compared to pooled CD19+ samples from healthy individuals (calibrator) by the 2-DDCt method. Total RNA input was normalized based on the Ct values obtained for hsa-miR-30b. The five most highly expressed miRNAs were miR-128b, miR-204, miR-218, miR-331, and miR-181b-1 in ALL, and miR-331, miR-29a, miR-195, miR-34a, and miR-29c in CLL. To our knowledge, this is the first report associating miR-128b, miR-204 and miR-331 to hematological malignancies. The miR-17-92 cluster was also found to be up-regulated in ALL, as previously reported for some types of lymphomas. The differences observed in gene expression levels were validated for miR-331 and miR-128b in ALL and CD19+ samples. These miRNAs were up-regulated in ALL, in agreement with our initial results. A brief target analysis was performed for miR-331. One of its putative targets, SOCS1, promotes STAT activation, which is a known mediator of cell proliferation and survival, suggesting the possibility of an association between miR-331 and these processes. This initial screening provided information on miRNA differentially expressed in normal and malignant B-cells that could suggest the potential roles of these miRNAs in hematopoiesis and leukemogenesis.
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An important disease among human metabolic disorders is type 2 diabetes mellitus. This disorder involves multiple physiological defects that result from high blood glucose content and eventually lead to the onset of insulin resistance. The combination of insulin resistance, increased glucose production, and decreased insulin secretion creates a diabetic metabolic environment that leads to a lifetime of management. Appropriate models are critical for the success of research. As such, a unique model providing insight into the mechanisms of reversible insulin resistance is mammalian hibernation. Hibernators, such as ground squirrels and bats, are excellent examples of animals exhibiting reversible insulin resistance, for which a rapid increase in body weight is required prior to entry into dormancy. Hibernator studies have shown differential regulation of specific molecular pathways involved in reversible resistance to insulin. The present review focuses on this growing area of research and the molecular mechanisms that regulate glucose homeostasis, and explores the roles of the Akt signaling pathway during hibernation. Here, we propose a link between hibernation, a well-documented response to periods of environmental stress, and reversible insulin resistance, potentially facilitated by key alterations in the Akt signaling network, PPAR-γ/PGC-1α regulation, and non-coding RNA expression. Coincidentally, many of the same pathways are frequently found to be dysregulated during insulin resistance in human type 2 diabetes. Hence, the molecular networks that may regulate reversible insulin resistance in hibernating mammals represent a novel approach by providing insight into medical treatment of insulin resistance in humans.
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Small non-coding RNAs have numerous biological functions in cell and are divided into different classes such as: microRNA, snoRNA, snRNA and siRNA. MicroRNA (miRNA) is the most studied non-coding RNA to date and is found in plants, animals and some viruses. miRNA with short sequences is involved in suppressing translation of target genes by binding to their mRNA post-transcriptionally and silencing it. Their function besides silencing of the viral gene, can be oncogenic and therefore the cause of cancer. Hence, their roles are highlighted in human diseases, which increases the interest in using them as biomarkers and drug targets. One of the major problems to overcome is recognition of miRNA. Owing to a stable hairpin structure, chain invasion by conventional Watson-Crick base-pairing is difficult. One way to enhance the hybridization is exploitation of metal-ion mediated base-pairing, i. e. oligonucleotide probes that tightly bind a metal ions and are able to form a coordinative bonds between modified and natural nucleobases. This kind of metallo basepairs containing short modified oligonucleotides can also be useful for recognition of other RNA sequences containing hairpin-like structural motives, such as the TAR sequence of HIV. In addition, metal-ion-binding oligonucleotides will undoubtedly find applications in DNA-based nanotechnology. In this study, the 3,5-dimethylpyrazol-1-yl substituted purine derivatives were successfully incorporated within oligonucleotides, into either a terminal or non-terminal position. Among all of the modified oligonucleotides studied, a 2-(3,5-dimethylpyrazol-1-yl)-6-oxopurine base containing oligonucleotide was observed to bind most efficiently to their unmodified complementary sequences in the presence of both Cu2+ or Zn2+. The oligonucleotide incorporating 2,6-bis(3,5-dimethylpyrazol-1-yl)purine base also markedly increased the stability of duplexes in the presence of Cu2+ without losing the selectivity.
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Huntington's disease (HD) is a devastating disorder that affects approximately 1 in 10,000 people and is accompanied by neuronal dysfunction and neurodegeneration. HD manifests as a progressive chorea, a decline in mental abilities accompanied by behavioural, emotional and psychiatric problems followed by, dementia, and ultimately, death. The molecular pathology of HD is complex but includes widespread transcriptional dysregulation. Although many transcriptional regulatory molecules have been implicated in the pathogenesis of HD, a growing body of evidence points to the pivotal role of RE1 Silencing Transcription Factor (REST). In HD, REST, translocates from the cytoplasm to the nucleus in neurons resulting in repression of key target genes such as BDNF. Since these original observations, several thousand direct target genes of REST have been identified, including numerous non-coding RNAs including both microRNAs and long non-coding RNAs, several of which are dysregulated in HD. More recently, evidence is emerging that hints at epigenetic abnormalities in HD brain. This in turn, promotes the notion that targeting the epigenetic machinery may be a useful strategy for treatment of some aspects of HD. REST also recruits a host of histone and chromatin modifying activities that can regulate the local epigenetic signature at REST target genes. Collectively, these observations present REST as a hub that coordinates transcriptional, posttranscriptional and epigenetic programmes, many of which are disrupted in HD. We identify several spokes emanating from this REST hub that may represent useful sites to redress REST dysfunction in HD.
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We describe three patients with a comparable deletion encompassing SLC25A43, SLC25A5, CXorf56, UBE2A, NKRF, and two non-coding RNA genes, U1 and LOC100303728. Moderate to severe intellectual disability (ID), psychomotor retardation, severely impaired/absent speech, seizures, and urogenital anomalies were present in all three patients. Facial dysmorphisms include ocular hypertelorism, synophrys, and a depressed nasal bridge. These clinical features overlap with those described in two patients from a family with a similar deletion at Xq24 that also includes UBE2A, and in several patients of Brazilian and Polish families with point mutations in UBE2A. Notably, all five patients with an Xq24 deletion have ventricular septal defects that are not present inpatients with a point mutation, which might be attributed to the deletion of SLC25A5. Taken together, the UBE2A deficiency syndrome in male patients with a mutation in or a deletion of UBE2A is characterized by ID, absent speech, seizures, urogenital anomalies, frequently including a small penis, and skin abnormalities, which include generalized hirsutism, low posterior hairline, myxedematous appearance, widely spaced nipples, and hair whorls. Facial dysmorphisms include a wide face, a depressed nasal bridge, a large mouth with downturned corners, thin vermilion, and a short, broad neck. (C) 2010 Wiley-Liss, Inc.
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MicroRNAs (miRs) are non-coding RNA molecules involved in cancer initiation and progression. Deregulated miR expression has been implicated in cancer; however, there are no studies implicating an miR signature associated with progression in oral squamous cell carcinoma (OSCC). Although OSCC may develop from oral leukoplakia, clinical and histological assessments have limited prognostic value in predicting which leukoplakic lesions will progress. Our aim was to quantify miR expression changes in leukoplakia and same-site OSCC and to identify an miR signature associated with progression. We examined miR expression changes in 43 sequential progressive samples from 12 patients and four non-progressive leukoplakias from four different patients, using TaqMan Low Density Arrays. The findings were validated using quantitative RT-PCR in an independent cohort of 52 progressive dysplasias and OSCCs, and five non-progressive dysplasias. Global miR expression profiles distinguished progressive leukoplakia/OSCC from non-progressive leukoplakias/normal tissues. One hundred and nine miRs were highly expressed exclusively in progressive leukoplakia and invasive OSCC. miR-21, miR-181b and miR-345 expressions were consistently increased and associated with increases in lesion severity during progression. Over-expression of miR-21, miR-181b and miR-345 may play an important role in malignant transformation. Our study provides the first evidence of an miR signature potentially useful for identifying leukoplakias at risk of malignant transformation.
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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
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Adenosine deaminases acting on RNA (ADARs) catalyze the hydrolytic deamination of adenosine to inosine in double-stranded RNA (dsRNA) and thereby potentially alter the information content and structure of cellular RNAs. Notably, although the overwhelming majority of such editing events occur in transcripts derived from Alu repeat elements, the biological function of non-coding RNA editing remains uncertain. Here, we show that mutations in ADAR1 (also known as ADAR) cause the autoimmune disorder Aicardi-Goutieres syndrome (AGS). As in Adar1-null mice, the human disease state is associated with upregulation of interferon-stimulated genes, indicating a possible role for ADAR1 as a suppressor of type I interferon signaling. Considering recent insights derived from the study of other AGS-related proteins, we speculate that ADAR1 may limit the cytoplasmic accumulation of the dsRNA generated from genomic repetitive elements.
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TGF-beta ist ein Schlüsselmolekül zellvermittelter Immuntoleranz. So spielt es neben seiner pleiotropen Rolle in Immunzellen auch bei der Tumorentwicklung eine große Rolle. Das TGF-beta hat bei der Tumorentwicklung eine duale Rolle. So dient es in frühen Phasen als Tumorsuppressor, währenddessen es in späten Phasen der Entwicklung als Tumorpromotor wirkt. Eine strikte Regulation des TGF-beta Signalweges ist daher für ein funktionierendes Immunsystem von essentieller Bedeutung. Die Ubiquitin Ligase Smurf2 ist dabei ein wichtiger negativ Regulator des TGF-beta Signalweges.In der vorliegenden Arbeit konnte eine neue Spleißform des Smurf2 (dE2Smurf2) aus murinen CD4+ T-Zellen isoliert werden, deren Funktion in vitro und in vivo in T-Lymphozyten untersucht worden ist. Für diese Spleißform konnte zudem eine humane Relevanz nachgewiesen werden. Mit Hilfe von Überexpressionen in Cos7 Zellen konnte eine veränderte Lokalisation der Smurf2 Spleißformen (WT und dE2) festgestellt werden. Dabei konnten lysosomale und endosomale Kompartimente bei der Kolokalisation mit dem dE2Smurf2 Konstrukt beobachtet werden. Das Spleißen des Exons2 führte dabei zu Änderungen der Topologie der N-terminalen C2-Domäne, wodurch sich eine veränderte Lokalisation in der Zelle beschreiben ließ. Mit der veränderten intrazellulären Verteilung erfuhr auch die Funktion der dE2Smurf2 Ubiquitin Ligase eine Änderung. So konnte überraschenderweise eine positive Signalinduktion des TGF-beta Signalweges beobachtet werden, was im Gegensatz zum beschriebenen WTSmurf2 stand. Durch eine Überexpression des dE2Smurf2 Proteins in T-Lymphozyten wurde der TGF-beta Signalweg in CD4+ und CD8+ Zellen positiv reguliert, dabei wurde der TGFbetaRII vermehrt exprimiert und gleichzeitig fand eine verstärkte Phosphorylierung der Transkriptionsfaktoren Smad2 und Smad3 nach TGF-beta Stimulation statt. Die transgenen T-Lymphozyten waren somit sensitiver gegenüber TGF-beta. Dies führte zur Hypothese, die durch Western Blot Analyse bestätigt werden konnte, daß das dE2Smurf2 nach Überexpression seine WT-Form bindet und dadurch degradiert. Die Degradation der Ubiquitin Ligase war dabei Smad7 abhängig. Zur Analyse des Einflusses der Ubiquitin Ligase dE2Smurf2 auf die Differenzierung von CD4+ T-Zellen, sowie ihre Rolle bei der T-Zell Proliferation, konnte gezeigt werden, daß durch die höhere Sensitivität gegenüber TGF-beta naive T-Zellen unter Einfluß von TGF-beta und IL6 vermehrt in TH17 Zellen differenzierten. Zudem konnte gezeigt werden, daß die Proliferationsrate transgener naiver CD4+ T-Zellen bei geringen Mengen von TGF-beta starkt vermindert war. Weiterhin konnte gezeigt werden, daß bei einer Differenzierung der naiven CD4+ T-Zellen in TH1 Zellen, diese signifkant weniger das proinflammatorische Zytokin INFγ produzierten.So zeigten in vivo Versuche, daß die transgenen Tiere in der Entwicklung von Kolorektalen Karzinomen protektiert waren. Sowohl im kolitisassiziierten Tumor Modell als auch bei der spontanen Entwicklung von Tumoren im APCmin Modell. Dies konnte zum einen auf eine deutlich verminderte Entzündung (geringere Produktion an Zytokinen durch verminderte Proliferation) des Darms und zum anderen durch eine stärkere Produktion an zytotoxischen Genen, wie Perforin, INFγ und Granzym B erklärt werden. Interessanterweise konnte jedoch im Transfer Kolitis Modell eher eine proinflammatorische Wirkung des dE2Smurf2 Proteins nachgewiesen werden. So wiesen die immundefizienten Mäuse, in denen die transgenen T-Zellen injiziert wurden, eine signifikant stärkere Kolitis auf als die Kontrollen. Dies konnte mit einer Überproduktion an IL17 sezernierenden T-Zellen erklärt werden. Klonierungsexperimente führten zudem zur Identifikation einer bisher nicht beschriebenen nicht kodierenden RNA. Diese zeigte in Kombination mit dem dE2Smurf2 Protein in einer Reportergen Analyse eine Hyperaktivierung des Smad3 Promotors. Diese Daten liefern zum einen ein genaueres Modell über die Regulation des TGF-beta Signalweges sowie wichtige Erkenntnisse zur Pathophysiologie chronisch entzündlicher Darmerkrankung und daraus resultierende Tumorerkrankungen. So entwickelt sich das dE2Smurf2, Teil des TGF-beta Signalweges, als attraktives Zielprotein für die Modulation von chronisch entzündlichen Darmerkrankungen und (kolitisassoziierte) Kolonkarzinomen.
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Im zentralen Nervensystem (ZNS) myelinisieren Oligodendrozyten neuronale Axone, indem sie ihre Zellfortsätze mehrfach um axonale Segmente wickeln. Die Ausbildung dieser multilamellaren Membranstapel ermöglicht eine saltatorische und damit rasche und energie-effiziente Erregungsleitung (Nave, 2010). Eine Schädigung des Myelins beeinträchtigt die Reizweiterleitung und führt zur Degeneration der Axone, wie es zum Beispiel bei der Multiplen Sklerose der Fall ist. Das Myelin basische Protein (MBP) ist ein Hauptbestandteil des Myelin und ist essentiell für die Kompaktierung der Myelinmembran (Wood et al., 1984). Die MBP mRNA wird in hnRNP A2 enthaltenen RNA Granulen in einem translations-inaktiven Zustand zu den distalen Fortsätzen transportiert. Vermittelt durch axonale Signale wird nach axo-glialem Kontakt die Translation von MBP ermöglicht (White et al., 2008). Der genaue Mechanismus der differentiellen Genregulation des MBP Proteins ist bisher nur unzureichend aufgeklärt. In der vorliegenden Arbeit konnte eine kleine regulatorische RNA (sncRNA) identifiziert werden, welche über die seed Region mit der MBP mRNA interagieren und die Translation regulieren kann. In primären Oligodendrozyten führt die Überexpression der sncRNA-715 zu reduzierten MBP Protein Mengen und die Blockierung der endogenen sncRNA-715 führt zu einer gesteigerten MBP Synthese. Interessanterweise korreliert während der Differenzierung der Oligodendrozyten in vitro und in vivo die Synthese des MBP Proteins invers mit der Expression der sncRNA-715. In Oligodendrozyten beeinflusst eine experimentell erhöhte sncRNA-715 Menge die Zellmorphologie und induziert Apoptose. Weiterhin ist sncRNA-715 in zytoplasmatischen granulären Strukturen lokalisiert und assoziiert mit MBP mRNA in hnRNP A2 Transport- Granula. Diese Ergebnisse lassen vermuten, dass sncRNA-715 ein Bestandteil der hnRNP A2 Granula sein könnte und dort spezifisch die Translation der MBP mRNA während des Lokalisationsprozesses inhibiert. In chronischen MS Läsionen sind Olig2+-Zellen zu finden. Obwohl die MBP mRNA in diesen Läsionen nachzuweisen ist, kann kein Protein synthetisiert werden. In dieser Arbeit konnte gezeigt werden, dass in diesen Läsionen die Expression der sncRNA-715 erhöht ist. SncRNA-715 könnte die Translation von MBP verhindern und folglich als Inhibitor der Remyelinisierung während des Krankheitsverlaufs fungieren. Schwann-Zellen sind die myelinisierenden Zellen im peripheren Nervensystem (PNS). Im Zuge der Myelinisierung wird die MBP mRNA in diesen Gliazellen ebenfalls in die distalen Fortsätze transportiert und dort lokal translatiert und in die Myelinmembran eingebaut (Trapp et al., 1987). Im Gegensatz zum ZNS ist im PNS nur wenig über den Transportmechanismus der mRNA bekannt (Masaki, 2012). Es ist es sehr wahrscheinlich, dass in Schwann-Zellen und Oligodendrozyten die Lokalisation und die translationale Hemmung der MBP mRNA ähnlichen Mechanismen unterliegen. In der vorliegenden Arbeit konnte gezeigt werden, dass hnRNP A2 und sncRNA-715 in Schwann-Zellen exprimiert werden und in zytoplasmatischen Granula-ähnlichen Strukturen lokalisiert sind. Während der Differenzierung dieser Gliazellen in vivo und in vitro korreliert die Expression der sncRNA-715 invers mit der Synthese des MBP Proteins. HnRNP A2 und sncRNA-715 scheinen in Schwann-Zellen assoziiert zu sein und könnten wie in Oligodendrozyten den Transport der MBP mRNA vermitteln.
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BACKGROUND Renal cell carcinoma (RCC) is marked by high mortality rate. To date, no robust risk stratification by clinical or molecular prognosticators of cancer-specific survival (CSS) has been established for early stages. Transcriptional profiling of small non-coding RNA gene products (miRNAs) seems promising for prognostic stratification. The expression of miR-21 and miR-126 was analysed in a large cohort of RCC patients; a combined risk score (CRS)-model was constructed based on expression levels of both miRNAs. METHODS Expression of miR-21 and miR-126 was evaluated by qRT-PCR in tumour and adjacent non-neoplastic tissue in n = 139 clear cell RCC patients. Relation of miR-21 and miR-126 expression with various clinical parameters was assessed. Parameters were analysed by uni- and multivariate COX regression. A factor derived from the z-score resulting from the COX model was determined for both miRs separately and a combined risk score (CRS) was calculated multiplying the relative expression of miR-21 and miR-126 by this factor. The best fitting COX model was selected by relative goodness-of-fit with the Akaike information criterion (AIC). RESULTS RCC with and without miR-21 up- and miR-126 downregulation differed significantly in synchronous metastatic status and CSS. Upregulation of miR-21 and downregulation of miR-126 were independently prognostic. A combined risk score (CRS) based on the expression of both miRs showed high sensitivity and specificity in predicting CSS and prediction was independent from any other clinico-pathological parameter. Association of CRS with CSS was successfully validated in a testing cohort containing patients with high and low risk for progressive disease. CONCLUSIONS A combined expression level of miR-21 and miR-126 accurately predicted CSS in two independent RCC cohorts and seems feasible for clinical application in assessing prognosis.
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Mechanisms that allow pathogens to colonize the host are not the product of isolated genes, but instead emerge from the concerted operation of regulatory networks. Therefore, identifying components and the systemic behavior of networks is necessary to a better understanding of gene regulation and pathogenesis. To this end, I have developed systems biology approaches to study transcriptional and post-transcriptional gene regulation in bacteria, with an emphasis in the human pathogen Mycobacterium tuberculosis (Mtb). First, I developed a network response method to identify parts of the Mtb global transcriptional regulatory network utilized by the pathogen to counteract phagosomal stresses and survive within resting macrophages. As a result, the method unveiled transcriptional regulators and associated regulons utilized by Mtb to establish a successful infection of macrophages throughout the first 14 days of infection. Additionally, this network-based analysis identified the production of Fe-S proteins coupled to lipid metabolism through the alkane hydroxylase complex as a possible strategy employed by Mtb to survive in the host. Second, I developed a network inference method to infer the small non-coding RNA (sRNA) regulatory network in Mtb. The method identifies sRNA-mRNA interactions by integrating a priori knowledge of possible binding sites with structure-driven identification of binding sites. The reconstructed network was useful to predict functional roles for the multitude of sRNAs recently discovered in the pathogen, being that several sRNAs were postulated to be involved in virulence-related processes. Finally, I applied a combined experimental and computational approach to study post-transcriptional repression mediated by small non-coding RNAs in bacteria. Specifically, a probabilistic ranking methodology termed rank-conciliation was developed to infer sRNA-mRNA interactions based on multiple types of data. The method was shown to improve target prediction in Escherichia coli, and therefore is useful to prioritize candidate targets for experimental validation.
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A terapia antiagregante é comumente indicada na prevenção e tratamento de doenças cardiovasculares. A dupla antiagregação com clopidrogrel e ácido acetilsalicílico (AAS) tem sido frequentemente adotada em pacientes com Doença Arterial Coronariana (DAC), mas apresenta ineficácia em uma parcela significativa da população com genótipo de respondedores. Essa falha terapêutica nos leva a questionar se outros mecanismos moleculares podem estar influenciando na resposta a esses fármacos. Recentes estudos sugerem que pequenas sequências de RNA não codificantes denominadas microRNAs (miRNAs) podem estar fortemente relacionadas com resposta ao tratamento fármaco-terapêutico, controlando as proteínas envolvidas na farmacocinética e farmacodinâmica. Entretanto, os principais miRNAs que atuam na dinâmica da resposta medicamentosa ainda não foram bem definidos. O objetivo deste estudo foi avaliar o perfil de miRNAs no sangue total periférico, procurando melhor esclarecer os mecanismos envolvidos na resposta aos antiagregantes plaquetários AAS e clopidogrel. Para isso, selecionou-se pacientes com DAC, os quais apresentavam diferentes respostas à dupla terapia de antiagregação determinadas pelo teste de agregação plaquetária. Baseados nos fenótipos, os perfis de expressão de miRNAs foram comparados entre os valores da taxa de agregação categorizados em tercis (T) de resposta. O grupo T1 foi constituído de pacientes respondedores, o T2 de respondedores intermediários e o T3 de não respondedores. Os perfis de miRNAs foram obtidos após sequenciamento de última geração e os dados obtidos foram analisados pelo pacote Deseq2. Os resultados mostraram 18 miRNAs diferentemente expressos entre os dois tercis extremos. Dentre esses miRNAs, 10 deles apresentaram importantes alvos relacionados com vias de ativação e agregação plaquetária quando analisados pelo software Ingenuity®. Dos 10 miRNAs, 4 deles, os quais apresentaram-se menos expressos no sequenciamento, demonstraram os mesmos perfis de expressão quando analisados pela reação em cadeia pela polimerase quantitativa (qPCR): hsa-miR-423-3p, hsa-miR-744-5p, hsa-miR- 30a-5p e hsa-let-7g-5p. A partir das análises de predição de alvos, pôde-se observar que os quatro miRNAs, quando menos expressos simultaneamente, predizem ativação da agregação plaquetária. Além disso, os miRNAs hsa-miR- 423-5p, hsa-miR-744-5p e hsa-let-7g-5p mostraram correlação com o perfil lipídico dos pacientes que, por sua vez, apresentou influência nos valores de agregação compreendidos no T3 de resposta a ambos os medicamentos. Sendo assim, conclui-se que maiores taxas de agregação plaquetária podem estar indiretamente relacionadas com os padrões de expressão de hsa-miR- 423-3p, hsa-miR-744-5p e hsa-let-7g-5p. Sugere-se que a avaliação do perfil de expressão destes 3 miRNAs no sangue periférico de pacientes com DAC possa predizer resposta terapêutica inadequada ao AAS e ao clopidogrel