IMMUNE-ANGIOGENESIS MECHANISMS ASSOCIATED WITH PORCINE PREGNANCY SUCCESS AND FAILURE

Spontaneous fetal loss (25-40%) leading to decrease in litter size is a significant concern to the pork industry. A deficit in the placental vasculature has emerged as one of the important factors associated with fetal loss. During early pig pregnancy, the endometrium becomes enriched with immune cells recruited by conceptus-derived signals including specific chemokine stimuli. These immune cells assist in various aspects of placental development and angiogenesis. Recent evidence suggests that microRNAs (miRNAs: small non-coding RNAs that regulate gene expression) regulate immune cell development and their functions. In addition, intercellular communication including exchange of biomolecules (e.g. miRNAs) between the conceptus and endometrium regulate key developmental processes during pregnancy. To understand the biological significance of immune cell enrichment, regulation of their functions by miRNAs and transfer of miRNAs across the maternal fetal-interface, we screened specific sets of chemokines and pro- and anti-angiogenic miRNAs in endometrial lymphocytes (ENDO LY), endometrium, and chorioallantoic membrane (CAM) isolated from conceptus attachment sites (CAS) during early, gestation day (gd)20 and mid-pregnancy (gd50). We report increased expression of selected chemokines including CXCR3 and CCR5 in ENDO LY and CXCL10, CXCR3, CCL5, CCR5 in endometrium associated with arresting CAS at gd20. Some of these differences were also noted at the protein level (CXCL10, CXCR3, CCL5, and CCR5) in endometrium and CAM. We report for the first time significant differences for miRNAs involved in immune cell-derived angiogenesis (miR-296-5P, miR-150, miR-17P-5P, miR-18a, and miR-19a) between ENDO LY associated with healthy and arresting CAS. Significant differences were also found in endometrium and CAM for some miRNAs (miR-17-5P, miR-18a, miR-15b-5P, and miR-222). Finally, we confirm that placenta specific-exosomes contain proteins and 14 select miRNAs including miR-126-5P, miR-296-5P, miR-16, and miR-17-5P that are of relevance to early implantation events. We further demonstrated the bidirectional exosome shuttling between porcine trophectoderm cells (PTr2) and porcine aortic endothelial cells (PAOEC). PTr2-derived exosomes were able to modulate the endothelial cell proliferation that is crucial for the establishment of pregnancy. Our data unravels the selected chemokines and miRNAs associated with immune cell-regulated angiogenesis and reconfirm that exosome mediated cell-cell communication opens-up new avenues to understand porcine pregnancy.

MicroRNA signatures differentiate preserved from reduced ejection fraction heart failure

AIMS: Differentiation of heart failure with reduced (HFrEF) or preserved (HFpEF) ejection fraction independent of echocardiography is challenging in the community. Diagnostic strategies based on monitoring circulating microRNA (miRNA) levels may prove to be of clinical value in the near future. The aim of this study was to identify a novel miRNA signature that could be a useful HF diagnostic tool and provide valuable clinical information on whether a patient has HFrEF or HFpEF.

METHODS AND RESULTS: MiRNA biomarker discovery was carried out on three patient cohorts, no heart failure (no-HF), HFrEF, and HFpEF, using Taqman miRNA arrays. The top five miRNA candidates were selected based on differential expression in HFpEF and HFrEF (miR-30c, -146a, -221, -328, and -375), and their expression levels were also different between HF and no-HF. These selected miRNAs were further verified and validated in an independent cohort consisting of 225 patients. The discriminative value of BNP as a HF diagnostic could be improved by use in combination with any of the miRNA candidates alone or in a panel. Combinations of two or more miRNA candidates with BNP had the ability to improve significantly predictive models to distinguish HFpEF from HFrEF compared with using BNP alone (area under the receiver operating characteristic curve >0.82).

CONCLUSION: This study has shown for the first time that various miRNA combinations are useful biomarkers for HF, and also in the differentiation of HFpEF from HFrEF. The utility of these biomarker combinations can be altered by inclusion of natriuretic peptide. MiRNA biomarkers may support diagnostic strategies in subpopulations of patients with HF.

Circulating miRNAs: Potential Novel Biomarkers for Hepatopathology Progression and Diagnosis of Schistosomiasis Japonica in Two Murine Models

BACKGROUND: Schistosomiasis remains a major public health issue, with an estimated 230 million people infected worldwide. Novel tools for early diagnosis and surveillance of schistosomiasis are currently needed. Elevated levels of circulating microRNAs (miRNAs) are commonly associated with the initiation and progression of human disease pathology. Hence, serum miRNAs are emerging as promising biomarkers for the diagnosis of a variety of human diseases. This study investigated circulating host miRNAs commonly associated with liver diseases and schistosome parasite-derived miRNAs during the progression of hepatic schistosomiasis japonica in two murine models.

METHODOLOGY/PRINCIPAL FINDINGS: Two mouse strains (C57BL/6 and BALB/c) were infected with a low dosage of Schistosoma japonicum cercariae. The dynamic patterns of hepatopathology, the serum levels of liver injury-related enzymes and the serum circulating miRNAs (both host and parasite-derived) levels were then assessed in the progression of schistosomiasis japonica. For the first time, an inverse correlation between the severity of hepatocyte necrosis and the level of liver fibrosis was revealed during S. japonicum infection in BALB/c, but not in C57BL/6 mice. The inconsistent levels of the host circulating miRNAs, miR-122, miR-21 and miR-34a in serum were confirmed in the two murine models during infection, which limits their potential value as individual diagnostic biomarkers for schistosomiasis. However, their serum levels in combination may serve as a novel biomarker to mirror the hepatic immune responses induced in the mammalian host during schistosome infection and the degree of hepatopathology. Further, two circulating parasite-specific miRNAs, sja-miR-277 and sja-miR-3479-3p, were shown to have potential as diagnostic markers for schistosomiasis japonica.

CONCLUSIONS/SIGNIFICANCE: We provide the first evidence for the potential of utilizing circulating host miRNAs to indicate different immune responses and the severity of hepatopathology outcomes induced in two murine strains infected with S. japonicum. This study also establishes a basis for the early and cell-free diagnosis of schistosomiasis by targeting circulating schistosome parasite-derived miRNAs.

Prognostic role of the LCS6 KRAS variant in locally advanced rectal cancer: results of the EXPERT-C trial.

Background: Lethal-7 (let-7) is a tumour suppressor miRNA which acts by down-regulating several oncogenes including KRAS. A single-nucleotide polymorphism (rs61764370, T > G base substitution) in the let-7 complementary site 6 (LCS-6) of KRAS mRNA has been shown to predict prognosis in early-stage colorectal cancer (CRC) and benefit from anti-epidermal growth factor receptor monoclonal antibodies in metastatic CRC. Patients and methods: We analysed rs61764370 in EXPERT-C, a randomised phase II trial of neoadjuvant CAPOX followed by chemoradiotherapy, surgery and adjuvant CAPOX plus or minus cetuximab in locally advanced rectal cancer. DNA was isolated from formalin-fixed paraffin-embedded tumour tissue and genotyped using a PCR-based commercially available assay. Kaplan–Meier method and Cox regression analysis were used to calculate survival estimates and compare treatment arms. Results: A total of 155/164 (94.5%) patients were successfully analysed, of whom 123 (79.4%) and 32 (20.6%) had the LCS-6 TT and LCS-6 TG genotype, respectively. Carriers of the G allele were found to have a statistically significantly higher rate of complete response (CR) after neoadjuvant therapy (28.1% versus 10.6%; P = 0.020) and a trend for better 5-year progression-free survival (PFS) [77.4% versus 64.5%: hazard ratio (HR) 0.56; P = 0.152] and overall survival (OS) rates (80.3% versus 71.9%: HR 0.59; P = 0.234). Both CR and survival outcomes were independent of the use of cetuximab. The negative prognostic effect associated with KRAS mutation appeared to be stronger in patients with the LCS-6 TT genotype (HR PFS 1.70, P = 0.078; HR OS 1.79, P = 0.082) compared with those with the LCS-6 TG genotype (HR PFS 1.33, P = 0.713; HR OS 1.01, P = 0.995). Conclusion: This analysis suggests that rs61764370 may be a biomarker of response to neoadjuvant treatment and an indicator of favourable outcome in locally advanced rectal cancer possibly by mitigating the poor prognosis of KRAS mutation. In this setting, however, this polymorphism does not appear to predict cetuximab benefit.

miRNAs as therapeutic agents in neurodegeneration, a pilot study

L’échec des différents essais cliniques souligne la nécessité de développer des nouvelles thérapies pour la maladie d’Alzheimer (MA), la cause la plus commune de démence. Les microARNs (miARNs) sont les ARNs non-codants les plus étudiés et ils jouent un rôle important dans la modulation de l’expression des gènes et de multiples voies de signalisation. Des études antérieures, dont celles de mon laboratoire d’accueil, ont permis de développer l’hypothèse que certains membres de la famille miR-15/107 (c.-à-d. miR-15ab, miR-16, miR-195, miR-424, and miR-497) pourraient être utilisés comme agents thérapeutiques dans MA. En effet, cette famille avait le potentiel de réguler de multiples gènes associés à MA, tels que la protéine précurseur de l’amyloïde (APP), la β-secrétase (BACE1), et la protéine Tau. Tel que démontré dans ce projet de thèse, j’ai choisi miR-16 comme cible thérapeutique potentielle pour MA parmi tous les membres de la famille. L’essai luciférase dans ce projet confirme que miR-16 peut réguler simultanément APP et BACE1, directement par une interaction avec la région non-codante en 3’ de l’ARNm). Notamment, nous observons aussi une réduction de la production des peptides amyloïdes et de la phosphorylation de Tau après une augmentation de miR-16 en cellule. J’ai ensuite validé mes résultats in vivo dans la souris en utilisant une méthode de livraison de miR-16 via une pompe osmotique implanté dans le cerveau. Dans ce cas, l’expression des protéines d’intérêts (APP, BACE1, Tau) a été mesurée par immunobuvardage et PCR à temps réel. Après validation, ces résultats ont été complémentés par une étude protéomique (iTRAQ) du tronc cérébral et de l’hippocampe, deux régions associées à la maladie. Ces données m’ont permis d’identifier d’autres protéines régulées par miR-16 in vivo, incluant α-Synucléine, Transferrine receptor1, et SRm300. Une autre observation intéressante : les voies régulées par miR-16 in vivo sont directement en lien avec le stress oxydatif et la neurodégénération. En résumé, ce travail démontre l’efficacité et la faisabilité d’utiliser un miARN comme outil thérapeutique pour la maladie d’Alzheimer. Ces résultats rentrent dans un cadre plus vaste de découvrir de nouvelles cibles pour MA, et en particulier la forme sporadique de la maladie qui représente plus de 95% de tous les cas. Évidemment, la découverte d’une molécule pouvant cibler simultanément les deux pathologies de la maladie (plaques amyloïdes et hyper phosphorylation de tau) est nouvelle et intéressante, et ce domaine de recherche ouvre la porte aux autres petits ARNs non-codants dans MA et les maladies neurodégénératives connexes.

Étude de l'expression des microARNs et des enzymes de synthèse des corticostéroïdes dans le développement pulmonaire

Le syndrome de détresse respiratoire du nouveau-né (SDR) est l’une des pathologies les plus fréquentes dont souffrent les bébés prématurés. Le SDR est causé par un déficit dans la synthèse du surfactant pulmonaire en raison de l’immaturité du poumon lors d’une naissance prématurée. Plusieurs éléments régulent le développement pulmonaire notamment les stéroïdes sexuels et les corticostéroïdes. Le sexe est aussi un élément régulateur du développement pulmonaire. En effet, les garçons sont plus atteints que les filles par le SDR. Ce dimorphisme sexuel est attribué aux androgènes. Le traitement anténatal aux glucocorticoïdes est prescrit aux femmes qui sont à risque d’accoucher prématurément. En effet, les corticostéroïdes favorisent la maturation pulmonaire anténatale. Également, il a été démontré que les microARNs sont primordiaux pour le développement pulmonaire. Ceci nous a conduit à étudier l’impact des androgènes sur le profil d’expression des microARNs lors de la transition du stade canaliculaire au stade sacculaire (jour gestationnel (JG)17.0 au JG18.0), période qui coïncide avec la montée de la synthèse et de la sécrétion du surfactant chez la souris. Tout d’abord, nous avons étudié la stabilité des gènes de normalisation (snoRNAs) afin de quantifier les microARNs par qPCR. Cette analyse a été effectuée avec 3 logiciels différents et sur plusieurs stades du développement notamment de la période pseudoglandulaire jusqu’au stade alvéolaire chez les deux sexes. On a identifié les meilleures combinaisons de gènes de normalisation les plus stables pour chaque stade du développement étudié ainsi que pour la période couvrant tous les stades étudiés. Ensuite nous avons analysé à GD17.0 et GD18.0 le profil d’expression des microARNs chez des fœtus mâles dont les mères ont été traitées au flutamide (anti-androgènes pure). Les résultats ont montré que 43 microARNs matures sont modulés par les androgènes à GD17.0 et 35 microARNs à GD18.0. Pour certains microARNs, nous avons identifié des cibles potentielles qui sont inversement modulées par les androgènes par rapport aux microARNs. Ces cibles sont impliquées dans plusieurs processus biologiques tels que le métabolisme des lipides et la prolifération cellulaire ainsi que dans des fonctions moléculaires tels que la liaison des facteurs de transcription. Des expériences de validation ont été effectuées par qPCR. Nos résultats ont montré que les androgènes régulent des processus qui peuvent être impliqués dans la maturation pulmonaire via la régulation des microARNs. En plus de l’intérêt porté aux androgènes dans la maturation pulmonaire, nous avons analysé l’expression d’enzymes de synthèse des corticostéroïdes dans le poumon fœtal humain. L’expression de l’enzyme 21-hydroxylase a été étudiée par qPCR et par immunobuvardage. Également la localisation de l’ARNm de cette enzyme clé de la synthèse des glucocorticoïdes, a été effectuée par hybridation in situ. L’ARNm de CYP21A2 a été détecté par qPCR dans les 34 échantillons analysés et dont les âges variaient entre 17 et 40 semaines de grossesse. Aucune corrélation, avec l’âge gestationnel ou le sexe, n’a été observée. Des niveaux significatifs de la protéine 21-hydroxylase ont été détectés dans nos échantillons. Nous avons investigué l’expression d’autres enzymes impliquées dans la voie de synthèse des glucocorticoïdes notamment CYP11B1, CYP11B2 et CYP17A1. Les ARNm des gènes CYP11B1, CYP11B2 n’ont pas été détectés dans nos échantillons, contrairement à CYP17A1 dont l’ARNm a été détecté dans tous nos tissus fœtaux analysés. La protéine de la 17α-hydroxylase a été détectée à de faibles niveaux. Nos résultats d’hybridation in situ ont montré que l’expression de CYP21A2 est localisée presqu’exclusivement dans l’épithélium pulmonaire distal. Nos résultats suggèrent que les produits de la 21-hydroxylase agiront via une action intracrine sur l’épithélium distal en activant le récepteur des glucocorticoïdes (GR). L’activation du récepteur des minéralocorticoïdes (MR) ne semble pas dépendre de produits de la 21-hydroxylase en raison des quantités importantes d’aldostérone circulante.

Cross-regulation between cytokine and microRNA pathways in T cells

microRNA (miRNA) mediated regulation of protein expression has emerged as an important mechanism in T-cell physiology, from development and survival to activation, proliferation, and differentiation. One of the major classes of proteins involved in these processes are cytokines, which are both key input signals and major products of T-cell function. Here, we summarize the current data on the molecular cross-talk between cytokines and miRNAs: how cytokines regulate miRNA expression, and how specific miRNAs control cytokine production in T cells. We also describe the inflammatory consequences of deregulating the miRNA/cytokine axis in mice and humans. We believe this topical area will have key implications for immune modulation and treatment of autoimmune pathology.

The role of microRNA 21 in the development of in-stent restenosis

Coronary heart disease is a major cause of morbidity and mortality worldwide. Percutaneous coronary intervention (PCI) has become the most widely used method of coronary artery revascularisation. The use of stents to hold open atherosclerosis induced arterial narrowing has significantly reduced elastic recoil and acute vessel occlusion following balloon angioplasty. However, bare metal stents have been associated with in-stent restenosis attributed to vascular smooth muscle cell (VSMC) hyperplasia and excessive neointimal formation. The resultant luminal renarrowing may manifest clinically with the return of symptoms such as chest pain or shortness of breath. The development of drug eluting stents has significantly reduced the incidence of in-stent restenosis (ISR). Unfortunately the antiproliferative medications used not only inhibit VSMC proliferation but also re-endothelialisation of the stented vessel. In addition, the drug impregnated polymer coating has been associated with a chronic inflammatory response within the vessel wall predisposing patients to stent thrombosis. Thus the identification of novel therapies which promote vessel healing without excessive proliferative or inflammatory response may improve long term outcome and reduce the need for repeated revascularisation. MicroRNAs (miRs) are short (18-25 nucleotide) non-coding RNAs acting to regulate gene expression. By binding to the 3’untranslated region of mRNA they act to fine tune gene expression either by mRNA degradation or translational repression. Originally identified in coordinating tissue development microRNAs have also been shown to play important roles coordinating the inflammatory response and in numerous cardiovascular diseases. MiR-21 has been identified in human atherosclerotic plaques, arteriosclerosis obliterans and abdominal aortic aneurysms. In addition, its up regulation has been documented in preclinical models of vascular injury. This study sought to identify the role of miR-21 in the development of ISR. Utilising a small animal model of stenting and in vitro techniques, we sought to investigate its influence upon VSMC and immune cell response following stenting. 19 The refinement of a murine stenting model within the Baker laboratory and the electrochemical dissolution of the metal stent from within harvested vascular tissues significantly improved the ability to perform detailed histological analysis. In addition, identification of miRNAs using in situ hybridisation was achieved for the first time within stented tissue. Neointimal formation and ISR was significantly reduced in mice in which miR-21 had been genetically deleted. In addition, neointimal composition was found to be altered in miR-21 KO mice with reductions in VSMC and elastin content demonstrated. Importantly, no difference in re-endothelialisation was observed. In vitro analysis demonstrated that VSMCs from miR-21 KO mice had both reduced proliferative and migratory capacity following platelet derived growth factor stimulation. Molecular analysis revealed that these differences may, at least in part, be due to de-repression of programmed cell death 4 (PDCD4). PDCD4 is a known miR-21 target within VSMCs implicated in the suppression of proliferation and promotion of apoptosis. Unfortunately, initial attempts at antimiR mediated knockdown of miR-21 in vivo, failed to produce a similar change in the suppression of ISR. Furthermore, a significant alteration in macrophage polarisation state within the neointima of miR-21 WT and KO mice was noted. Immunohistochemical staining revealed a preponderance of anti-inflammatory M2 macrophages in KO mice. Analysis of bone marrow derived macrophages from miR-21 KO mice demonstrated an increased level of the peroxisome proliferation activating receptor-γ (PPARγ) which facilitates M2 polarisation. Importantly, significant alterations in numerous pro-inflammatory cytokines, which also have mitogenic effects, were also found following genetic deletion of miR-21. In Summary, this is the first study to look at miRs in the development of ISR. MiR-21 plays an important role in the development of ISR by influencing the proliferative response of VSMCs and modulating the immune response following stent deployment. Further attempts to modulate miR-21 expression following PCI may reduce ISR and the need for repeat revascularisation while also reducing the risk of stent thrombosis.

Linfócitos T : uma análise do perfil diferencial da expressão gênica na imunorregulação

Tese (doutorado)—Universidade de Brasília, Faculdade de Medicina, Pós-Graduação em Patologia Molecular, 2016.

PAMP-triggered immunity against Pseudomonas syringae involves microRNA-mediated regulation of several uncharacterized R genes

Two main types of noncoding small RNA molecules have been found in plants: microRNAs (miRNAs) and small interfering RNAs (siRNAs). They differ in their biogenesis and mode of action, but share similar sizes (20-24 nt). Their precursors are processed by Dicer-Like RNase III (dcl) proteins present in Arabidopsis thaliana, and in their mature form can act as negative regulators of gene expression, being involved in a vast array of plant processes, including plant development, genomic integrity or response to stress. Small-RNA mediated regulation can occurs at transcriptional level (TGS) or at post-transcriptional level (PTGS). In recent years, the role of gene silencing in the regulation of expression of genes related to plant defence responses against bacterial pathogens is becoming clearer. Comparisons carried out in our lab between the expression profiles of different mutants affected in gene silencing, and plants challenged with Pseudomonas syringae pathovar tomato DC3000, led us to identify a set of uncharacterized R genes, belonging to the TIR-NBS-LRR gene family, differentially expressed in these conditions. Through the use of bioinformatics tools, we found a miRNA* of 22 nt putatively responsible for down-regulating expression of these R genes through the generation of siRNAs. We have also found that the corresponding pri-miRNA is down-regulated after PAMP-perception in a SA-dependent manner. We also demonstrate that plants with altered levels of miRNA* (knockdown lines or overexpression lines) exhibit altered PTI-associated phenotypes, suggesting a role for this miRNA* in this defence response against bacteria. In addition we identify one of the target genes as a negative regulator of defence response against Pseudomonas syringae.

Mir-190b negatively contributes to the Trypanosoma cruzi -infected cell survival by repressing PTEN protein expression

Chagas disease, which is caused by the intracellular protozoan Trypanosoma cruzi , is a serious health problem in Latin America. The heart is one of the major organs affected by this parasitic infection. The pathogenesis of tissue remodelling, particularly regarding cardiomyocyte behaviour after parasite infection, and the molecular mechanisms that occur immediately following parasite entry into host cells are not yet completely understood. Previous studies have reported that the establishment of parasitism is connected to the activation of the phosphatidylinositol- 3 kinase (PI3K), which controls important steps in cellular metabolism by regulating the production of the second messenger phosphatidylinositol-3,4,5-trisphosphate. Particularly, the tumour suppressor PTEN is a negative regulator of PI3K signalling. However, mechanistic details of the modulatory activity of PTEN on Chagas disease have not been elucidated. To address this question, H9c2 cells were infected with T. cruzi Berenice 62 strain and the expression of a specific set of microRNAs (miRNAs) were investigated. Our cellular model demonstrated that miRNA-190b is correlated to the decrease of cellular viability rates by negatively modulating PTEN protein expression in T. cruzi-infected cells.

Análisis de la expresión de miRNAs en trofozoítos de entamoeba histolytica.

Entamoeba histolytica representa una de las principales causas a nivel mundial de muertes por parasitosis. Aunque se ha identificado como el agente causal de la amibiasis desde 1875, los mecanismos moleculares por los cuales este parásito causa la enfermedad aún no estan completamente comprendidos. Los microRNAs (miRNAs) son grupos de RNAs pequeños no codificantes que juegan un papel importante en la regulación de la expresión de genes y la traducción de proteínas en una gran variedad de organismos. Su identificación ha sido un paso importante para facilitar y entender la biología, organización y evolución del genoma, así como su regulación posttranscripcional, sin embargo en E. histolytica no se tiene registro de la presencia de estas moléculas reguladoras. En nuestro laboratorio a partir de un cultivo de trofozoitos de E. histolytica en condiciones axénicas se aislaron los RNA totales y se purificaron en una fracción de 15 a 50 nucleótidos los cuales se utilizaron para construir una biblioteca de RNAs pequeños que posteriormente fueron secuenciados y en donde se detectaron 199 miRNAs exclusivos para este parásito. Durante el desarrollo de esta tesis, se analizó la expresión de miRNAs en trofozoítos de E. histolytica HM1-IMSS, usando la técnica de microarreglo µParaflo Microfluidic Biochip Technology y posteriormente se realizó la verificación de la expresión de los miRNAs mediante RT-PCR Tiempo Real. Los resultados del microarreglo demostraron la expresión 41 candidatos a miRNAs de los cuales se confirmó la presencia de 9 microRNAs de E. histolytica (Ehi-miRNAs) mediante RT-PCR Tiempo Real. La estructura de los Ehi-miRNAs permitió predecir 32 probables genes blanco ya descritos y 34 genes hipotéticos probables. Los resultados obtenidos postulan una colección de miRNAs reguladores en E. histolytica que generan una plataforma para analizar molecularmente la estructura genómica, regulación génica y validación de los Ehi-miRNAs en este parásito

Automatic learning of pre-miRNAs from different species.

Discovery of microRNAs (miRNAs) relies on predictive models for characteristic features from miRNA precursors (pre-miRNAs). The short length of miRNA genes and the lack of pronounced sequence features complicate this task. To accommodate the peculiarities of plant and animal miRNAs systems, tools for both systems have evolved differently. However, these tools are biased towards the species for which they were primarily developed and, consequently, their predictive performance on data sets from other species of the same kingdom might be lower. While these biases are intrinsic to the species, their characterization can lead to computational approaches capable of diminishing their negative effect on the accuracy of pre-miRNAs predictive models. We investigate in this study how 45 predictive models induced for data sets from 45 species, distributed in eight subphyla/classes, perform when applied to a species different from the species used in its induction. Results: Our computational experiments show that the separability of pre-miRNAs and pseudo pre-miRNAs instances is species-dependent and no feature set performs well for all species, even within the same subphylum/class. Mitigating this species dependency, we show that an ensemble of classifiers reduced the classification errors for all 45 species. As the ensemble members were obtained using meaningful, and yet computationally viable feature sets, the ensembles also have a lower computational cost than individual classifiers that rely on energy stability parameters, which are of prohibitive computational cost in large scale applications. Conclusion: In this study, the combination of multiple pre-miRNAs feature sets and multiple learning biases enhanced the predictive accuracy of pre-miRNAs classifiers of 45 species. This is certainly a promising approach to be incorporated in miRNA discovery tools towards more accurate and less species-dependent tools.

MicroRNA-23a has minimal effect on endurance exercise-induced adaptation of mouse skeletal muscle

Skeletal muscles contain several subtypes of myofibers that differ in contractile and metabolic properties. Transcriptional control of fiber-type specification and adaptation has been intensively investigated over the past several decades. Recently, microRNA (miRNA)-mediated posttranscriptional gene regulation has attracted increasing attention. MiR-23a targets key molecules regulating contractile and metabolic properties of skeletal muscle, such as myosin heavy-chains and peroxisome proliferator-activated receptor gamma, coactivator 1 alpha (PGC-1α). In the present study, we analyzed the skeletal muscle phenotype of miR-23a transgenic (miR-23a Tg) mice to explore whether forced expression of miR-23a affects markers of mitochondrial content, muscle fiber composition, and muscle adaptations induced by 4 weeks of voluntary wheel running. When compared with wild-type mice, protein markers of mitochondrial content, including PGC-1α, and cytochrome c oxidase complex IV (COX IV), were significantly decreased in the slow soleus muscle, but not the fast plantaris muscle of miR-23a Tg mice. There was a decrease in type IId/x fibers only in the soleus muscle of the Tg mice. Following 4 weeks of voluntary wheel running, there was no difference in the endurance exercise capacity as well as in several muscle adaptive responses including an increase in muscle mass, capillary density, or the protein content of myosin heavy-chain IIa, PGC-1α, COX IV, and cytochrome c. These results show that miR-23a targets PGC-1α and regulates basal metabolic properties of slow but not fast twitch muscles. Elevated levels of miR-23a did not impact on whole body endurance capacity or exercise-induced muscle adaptations in the fast plantaris muscle.

Isolation and detection of microRNA from the egg of chickens

BACKGROUND: The egg is a vital part of the chicken developmental process and an important protein source for humans. Despite the chicken egg being a subject of intense research little attention has been given to the role of microRNAs within the egg.

FINDINGS: We report a method for the reproducible and reliable isolation of miRNA from the albumen and yolk of chicken eggs. We also report the detection via real-time PCR of a number of miRNAs from both of these biological fluids.

CONCLUSIONS: These findings provide an interesting look into the chicken egg and raise questions as to the role that miRNAs maybe playing in the chicken egg. This method of detecting miRNAs in chicken eggs will allow researchers to investigate the presence of an additional level of epigenetic programming in chick development previously unknown and also how this impacts the nutritional value of eggs for human consumption.