Eficiencia técnica y redes neuronales : un modelo para el cálculo del valor añadido en educación.

Se propone un modelo para la mejora de los centros docentes no universitarios que aporte nueva luz en torno a la función de producción educativa y la medición de la eficiencia escolar a partir del análisis no lineal de la realidad educativa y se propone su utilización para la medición de la eficiencia técnica en cualquier sector productivo. 3855 alumnos de 8õ de Educación General Básica(EGB). Primeramente se realiza una revisión de la técnica de las redes neuronales artificiales(RNAs).Para superar las limitaciones de las estimaciones econométricas tradicionales en el proceso productivo de las escuelas se propone un modelo en dos etapas en valor añadido.En la primera etapa, se utilizan RNAs para predecir el rendimiento académico de los alumnos a partir de sus características individuales. A partir de estas predicciones se calculan distintos outputs escolares en valor añadido que van a permitir estimar, en una segunda etapa, la importancia de cada factor productivo escolar sobre diferentes tipos de alumno. Modelo basado en redes neuronales artificiales(RNAs). La política más eficiente en la asignación de recursos educativos no universitarios para la mejora de la escuela debería poner más y distintos recursos sobre aquellos alumnos más desfavorecidos o con mayor probabilidad de fracaso escolar a priori, puesto que el componente socioeconómico marca diferencias anteriores al proceso educativo. Un modelo no lineal basado en RNAs son una opción muy válida a la hora de evaluar la eficiencia técnica al conseguir aproximar los datos a nivel de alumno con mayor acierto que los de un modelo lineal.

Competencias necesarias para la utilización de las principales herramientas de Internet en la educación.

Monográfico con el título: 'Mejorar la escuela: perspectivas didácticas y organizativas'. Resumen basado en el de la publicación

El virus de l'hepatitis C i la ribonucleasa Phumana: aspectes biològics i terapèutics

El virus de l'hepatitis C (VHC) provoca una hepatitis crònica que afecta a més de 170 milions de persones d'arreu del món. És un virus petit que es classifica dins de la família Flaviviridae i és un virus d'RNA de cadena positiva amb un genoma d'aproximadament 9.600 nucleòtids. A l'extrem 5' del genoma viral s'hi troba una regió no codificant (5'NCR) que comprèn els primers 341 nucleòtids i la seva funció està relaciona amb la traducció. Immediatament després hi ha una pauta de lectura oberta ORF que acaba en un únic codó d'aturada i codifica una poliproteïna de 3.010 aminoàcids. A continuació l'extrem 3' no codificant (3'NCR), que malgrat es desconeixen les seves funcions exactes, s'ha demostrat que és essencial per a la replicació vírica. La única poliproteïna generada és processada co- i postraduccionalment mitjançant proteases de l'hoste i víriques, donant lloc a les proteïnes estructurals (Core, E1 i E2-p7) i no estructurals (NS2-NS5B). Igual que la majoria de virus RNA, el VHC es caracteritza per tenir una taxa de mutació elevada. De fet, el genoma del virus no es pot definir com una única seqüència sinó per una població de variants molt relacionades entre sí. A aquesta manera d'organitzar la informació genètica se l'anomena quasiespècie viral i una de les seves implicacions principals és la facilitat amb què sorgeixen resistents al tractament. Els tractaments disponibles són llargs, cars, provoquen efectes secundaris considerables i només es resolen completament el 40% dels casos. Per aquesta raó es busquen altres solucions terapèutiques per combatre el virus entre les quals s'hi inclouen diferents estratègies. Una de les més innovadores i prometedores és la utilització de ribozims dirigits directament contra el genoma del virus. Aquest treball es centra en l'estudi de les noves estratègies terapèutiques basades en ribozims, concretament la ribonucleasa P. La ribonucleasa P és un ribozim que està present en tots els organismes ja que és l'enzim responsable de la maduració dels precursors d'RNA de transferència. El més interessant a nivell terapèutic és que s'ha demostrat que es pot dirigir la seva activitat cap a qualsevol RNA utilitzant una seqüència guia d'RNA que quan hibrida amb l'RNA diana, l'híbrid imita l'estructura secundària del substrat natural. En el cas del VHC, s'han estudiat ribozims dependents de seqüència (ribozims derivats d'RNAs satèl·lits i de viroides de plantes), sempre dirigits contra la regió més conservada del virus per evitar una disminució de l'eficiència del ribozim deguda a la variació de la diana. La ribonucleasa P és una endonucleasa d'activitat molt específica i es diferencia dels altres ribozims naturals en el sistema de reconeixement del substrat, reconeix elements estructurals i no de seqüència. L'objectiu final del treball és tallar in vitro l'RNA del VHC aprofitant la propietat que presenta aquest ribozim de reconèixer elements estructurals i no de seqüència ja que per a un mateix nombre de seqüències, el nombre d'estructures viables que pot adoptar l'RNA genòmic és molt més petit i per tant la variabilitat de la diana disminueix. S'han estudiat dos models d'RNasa P, la RNasa P humana guiada per seqüència guia externa (EGS) i l'RNA M1 de l'RNasa P d'E.coli unit a la seqüència guia per l'extrem 3' (ribozim M1GS). Abans però de dirigir el ribozim, s'han estudiat l'estructura i la variabilitat d'una regió del genoma del virus ja que s'ha descrit que són factors que poden limitar l'eficiència de qualsevol ribozim. Derivat d'aquests estudis s'aporten dades sobre accessibilitat i variabilitat d'una regió interna del genoma del virus de l'hepatitis C, la zona d'unió de la regió E2/NS2 (regió 2658-2869). L'estudi d'accessibilitat revela que la regió 2658-2869 del genoma del virus conté dominis oberts i tancats i que la transició entre uns i altres no és brusca si es compara amb altres regions d'estructura coneguda (regió 5' no codificant). Els resultats dels assajos in vitro amb els dos models de RNasa P mostren que s'ha aconseguit dirigir tant la ribonucleasa P humana com el ribozim M1GS cap a una zona, predeterminada segons l'estudi d'accessibilitat, com a poc estructurada i tallar l'RNA del virus. De l'anàlisi de mutacions, però, es dedueix que la regió estudiada és variable. Tot i dirigir el ribozim cap a la zona més accessible, la variació de la diana podria afectar la interacció amb la seqüència guia i per tant disminuir l'eficiència de tall. Si es proposés una estratègia terapèutica consistiria en un atac simultani de vàries dianes.D'altra banda i derivat d'un resultat inesperat on s'ha observat en els experiments control que l'extracte de RNasa P humana tallava l'RNA viral en absència de seqüències guia externes, s'ha caracteritzat una nova interacció entre l'RNA del VHC i la RNasa P humana. Per a la identificació de l'enzim responsable dels talls s'han aplicat diferents tècniques que es poden dividir en mètodes directes (RNA fingerprinting) i indirectes (immunoprecipitació i inhibicions competitives). Els resultats demostren que la ribonucleasa P humana, i no un altre enzim contaminant de l'extracte purificat, és la responsable dels dos talls específics observats i que es localitzen, un a l'entrada interna al ribosoma (IRES) i molt a prop del codó AUG d'inici de la traducció i l'altre entre la regió codificant estructural i no estructural. La ribonucleasa P és un dels enzims del metabolisme del tRNA que s'utilitza per identificar estructures similars al tRNA en substrats diferents del substrat natural. Així doncs, el fet que la ribonucleasa P reconegui i talli el genoma del VHC en dues posicions determinades suggereix que, a les zones de tall, el virus conté estructures semblants al substrat natural, és a dir estructures tipus tRNA. A més, tot i que el VHC és molt variable, els resultats indiquen que aquestes estructures poden ser importants per el virus, ja que es mantenen en totes les variants naturals analitzades. Creiem que la seva presència podria permetre al genoma interaccionar amb factors cel·lulars que intervenen en la biologia del tRNA,particularment en el cas de l'estructura tipus tRNA que es localitza a l'element IRES. Independentment però de la seva funció, es converteixen en unes noves dianes terapèutiques per a la RNasa P. S'ha de replantejar però l'estratègia inicial ja que la similitud amb el tRNA les fa susceptibles a l'atac de la ribonucleasa P, directament, en absència de seqüències guia externes.

Potranskrypcyjna regulacja ekspresji genu CELF1 - wpływ na patomechanizm dystrofii miotonicznej

Wydział Biologii: Instytut Biologii Molekularnej i Biotechnologii

Aberrant mRNA Transcripts and the Nonsense-Mediated Decay Proteins UPF2 and UPF3 Are Enriched in the Arabidopsis Nucleolus

The eukaryotic nucleolus is multifunctional and involved in the metabolism and assembly of many different RNAs and ribonucleoprotein particles as well as in cellular functions, such as cell division and transcriptional silencing in plants. We previously showed that Arabidopsis thaliana exon junction complex proteins associate with the nucleolus, suggesting a role for the nucleolus in mRNA production. Here, we report that the plant nucleolus contains mRNAs, including fully spliced, aberrantly spliced, and single exon gene transcripts. Aberrant mRNAs are much more abundant in nucleolar fractions, while fully spliced products are more abundant in nucleoplasmic fractions. The majority of the aberrant transcripts contain premature termination codons and have characteristics of nonsense-mediated decay (NMD) substrates. A direct link between NMD and the nucleolus is shown by increased levels of the same aberrant transcripts in both the nucleolus and in Up-frameshift (upf) mutants impaired in NMD. In addition, the NMD factors UPF3 and UPF2 localize to the nucleolus, suggesting that the Arabidopsis nucleolus is therefore involved in identifying aberrant mRNAs and NMD.

Plant U13 orthologues and orphan snoRNAs identified by RNomics of RNA from Arabidopsis nucleoli

Small nucleolar RNAs (snoRNAs) and small Cajal body-specific RNAs (scaRNAs) are non-coding RNAs whose main function in eukaryotes is to guide the modification of nucleotides in ribosomal and spliceosomal small nuclear RNAs, respectively. Full-length sequences of Arabidopsis snoRNAs and scaRNAs have been obtained from cDNA libraries of capped and uncapped small RNAs using RNA from isolated nucleoli from Arabidopsis cell cultures. We have identified 31 novel snoRNA genes (9 box C/D and 22 box H/ACA) and 15 new variants of previously described snoRNAs. Three related capped snoRNAs with a distinct gene organization and structure were identified as orthologues of animal U13snoRNAs. In addition, eight of the novel genes had no complementarity to rRNAs or snRNAs and are therefore putative orphan snoRNAs potentially reflecting wider functions for these RNAs. The nucleolar localization of a number of the snoRNAs and the localization to nuclear bodies of two putative scaRNAs was confirmed by in situ hybridization. The majority of the novel snoRNA genes were found in new gene clusters or as part of previously described clusters. These results expand the repertoire of Arabidopsis snoRNAs to 188 snoRNA genes with 294 gene variants.

Effect of acute administration of recombinant human leptin during the neonatal period on body temperature and endocrine profile of the piglet

Background: Leptin is produced predominantly by white adipocytes; in adults it regulates appetite and energy expenditure but its role in the neonate remains to be fully established. Objectives: To examine the effects of acute administration of recombinant human leptin on the endocrine profile and thermoregulation of neonatal pigs. Methods: 24 pairs of siblings (n = 48) were administered with either a single dose (4 mu g ml(-1) kg(-1) body weight) of leptin (L: n = 24) or a placebo (P: n = 24) on day 6 of neonatal life. Rectal temperature was recorded, and tissue samples were taken at 1 (n = 12), 2 (n = 12), 4 (n = 12) or 6 (n = 12) hours post-administration. Plasma concentrations of hormones and metabolites were determined in conjunction with messenger RNA (mRNA) for leptin and uncoupling protein-2. Results: Plasma leptin increased following leptin administration, and differences in concentrations of insulin, thyroxine and non-esterified fatty acids were observed between the two groups. Initially, rectal temperature decreased in L pigs but returned to start values by 1.5 h. This decline in rectal temperature was delayed in placebo animals, resulting in differences between treatments at 1.5 and 2 h. Conclusions: Acute leptin administration alters the endocrine profile of pigs and influences the thermoregulatory ability of the neonate. Copyright (C) 2007 S. Karger AG, Basel.

Field evaluation of systemic inducing resistance chemicals at different growth stages for the control of apple (Venturia inaequalis) and pear (Venturia pirina) scab

Two field trials were conducted using established apple (Malus cv. Golden Delicious) and pear (Pyrus communis 'Williams' Bon Chretien') to assess the efficacy of three commercially available systemic inducing resistance (SIR) products, Messenger (a.i. Harpin protein), Phoenix (a.i. Potassium phosphite) and Rigel (a.i. Salicylic acid derivative) applied at four different growth stages of tree development (bud break, green cluster, 90% petal fall, early fruitlet) against the foliar pathogens Venturia inaequalis and Venturia pirina which cause apple and pear scab respectively. A conventional synthetic fungicide (penconazole) used within the UK for apple and pear scab control was included for comparison. Little efficacy as scab protectants was demonstrated when each SIR product and penconazole was applied at only two growth stages (bud break, green cluster). However when the above compounds were applied at three or more growth stages efficacy as scab protectants was confirmed. The synthetic fungicide penconazole provided greatest protection against apple and pear scab in both the 2006 and 2007 field trials. There was little difference in the magnitude of scab protection conferred by each SIR agent. Results suggest application of at least three sprays during bud break to early fruitlet formation with an appropriate SIR agent may provide a useful addition to existing methods of apple and pear scab management under field conditions. (C) 2009 Published by Elsevier Ltd.

Nuclear magnetic resonance structure of the nucleic acid-binding domain of severe acute respiratory syndrome coronavirus nonstructural protein 3

The nuclear magnetic resonance (NMR) structure of a globular domain of residues 1071 to 1178 within the previously annotated nucleic acid-binding region (NAB) of severe acute respiratory syndrome coronavirus nonstructural protein 3 (nsp3) has been determined, and N- and C-terminally adjoining polypeptide segments of 37 and 25 residues, respectively, have been shown to form flexibly extended linkers to the preceding globular domain and to the following, as yet uncharacterized domain. This extension of the structural coverage of nsp3 was obtained from NMR studies with an nsp3 construct comprising residues 1066 to 1181 [ nsp3(1066-1181)] and the constructs nsp3(1066-1203) and nsp3(1035-1181). A search of the protein structure database indicates that the globular domain of the NAB represents a new fold, with a parallel four-strand beta-sheet holding two alpha-helices of three and four turns that are oriented antiparallel to the beta-strands. Two antiparallel two-strand beta-sheets and two 3(10)-helices are anchored against the surface of this barrel-like molecular core. Chemical shift changes upon the addition of single-stranded RNAs (ssRNAs) identified a group of residues that form a positively charged patch on the protein surface as the binding site responsible for the previously reported affinity for nucleic acids. This binding site is similar to the ssRNA-binding site of the sterile alpha motif domain of the Saccharomyces cerevisiae Vts1p protein, although the two proteins do not share a common globular fold.

Calicivirus translation initiation requires an interaction between VPg and eIF4E

Unlike other positive-stranded RNA viruses that use either a 5'-cap structure or an internal ribosome entry site to direct translation of their messenger RNA, calicivirus translation is dependent on the presence of a protein covalently linked to the 50 end of the viral genome (VPg). We have shown a direct interaction of the calicivirus VPg with the cap-binding protein eIF4E. This interaction is required for calicivirus mRNA translation, as sequestration of eIF4E by 4E-BP1 inhibits translation. Functional analysis has shown that VPg does not interfere with the interaction between eIF4E and the cap structure or 4E-BP1, suggesting that VPg binds to eIF4E at a different site from both cap and 4E-BP1. This work lends support to the idea that calicivirus VPg acts as a novel 'cap substitute' during initiation of translation on virus mRNA.

Class II phosphoinositide 3-kinase defines a novel signaling pathway in cell migration

The lipid products of phosphoinositide 3-kinase (PI3K) are involved in many cellular responses such as proliferation, migration, and survival. Disregulation of PI3K-activated pathways is implicated in different diseases including cancer and diabetes. Among the three classes of PI3Ks, class I is the best characterized, whereas class II has received increasing attention only recently and the precise role of these isoforms is unclear. Similarly, the role of phosphatidylinositol-3-phosphate (PtdIns-3-P) as an intracellular second messenger is only just beginning to be appreciated. Here, we show that lysophosphatidic acid (LPA) stimulates the production of PtdIns-3-P through activation of a class II PI3K (PI3K-C2β). Both PtdIns-3-P and PI3K-C2β are involved in LPA-mediated cell migration. This study is the first identification of PtdIns-3-P and PI3K-C2β as downstream effectors in LPA signaling and demonstration of an intracellular role for a class II PI3K. Defining this novel PI3K-C2β- PtdIns-3-P signaling pathway may help clarify the process of cell migration and may shed new light on PI3K-mediated intracellular events.

Enhancing and diminishing gene function in human embryonic stem cells

It is widely recognized that gain- and loss-of-function approaches are essential for understanding the functions of specific genes, and such approaches would be particularly valuable in studies involving human embryonic stem (hES) cells. We describe a simple and efficient approach using lipofection to transfect hES cells, which enabled us to generate hES cell lines expressing naturally fluorescent green or red proteins without affecting cell pluripotency. We used these cell lines to establish a means of diminishing gene function using small interfering (si)RNAs, which were effective at knocking down gene expression in hES cells. We then demonstrated that stable expression of siRNA could knock down the expression of endogenous genes. Application of these gain- and loss-of-function approaches should have widespread use, not only in revealing the developmental roles of specific human genes, but also for their utility in modulating differentiation.

Arterial disease and thrombosis in the antiphospholipid syndrome (APS): A pathogenic role for endothelin-1 (ET-1)

Objective To explore a possible correlation between endothelin 1 (ET-1), the most potent endothelium-derived contracting factor that modulates vascular smooth muscle tone, and arterial disease in patients with the antiphospholipid syndrome (APS). Methods Plasma levels of ET-1 were measured in APS patients with (n = 16) and without (n = 11) arterial thrombosis and in non-APS patients with arterial thrombosis (n = 9). In addition, steady-state prepro-ET-1 messenger RNA (mRNA) levels were determined in endothelial cells treated with a range of human monoclonal anticardiolipin antibodies (aCL) (as anti-β2-glycoprotein I antibodies) by semiquantitative 32P-dCTP-labeled reverse transcription-polymerase chain reaction. Results Compared with healthy controls, markedly increased plasma levels of ET-1 were found in APS patients with arterial thrombosis (2.00 ± 0.87 versus 0.96 ± 0.37 pg/ml; P = 0.0001) but not in other groups. Three human monoclonal aCL induced prepro-ET-1 mRNA levels significantly more than did control monoclonal antibody lacking aCL activity. Conclusion Plasma ET-1 levels correlated significantly with a history of arterial thrombosis in patients with APS. Prepro-ET-1 mRNA was induced by human monoclonal aCL in the in vitro experimental system. The induction of ET-1 by antiphospholipid antibodies might contribute to increased arterial tone, leading to vasospasm and, ultimately, to arterial occlusion.

Regulation of the cardiomyocyte transcriptome vs translatome by endothelin-1 and insulin: translational regulation of 5' terminal oligopyrimidine tract (TOP) mRNAs by insulin

Background: Changes in cellular phenotype result from underlying changes in mRNA transcription and translation. Endothelin-1 stimulates cardiomyocyte hypertrophy with associated changes in mRNA/protein expression and an increase in the rate of protein synthesis. Insulin also increases the rate of translation but does not promote overt cardiomyocyte hypertrophy. One mechanism of translational regulation is through 5' terminal oligopyrimidine tracts (TOPs) that, in response to growth stimuli, promote mRNA recruitment to polysomes for increased translation. TOP mRNAs include those encoding ribosomal proteins, but the full panoply remains to be established. Here, we used microarrays to compare the effects of endothelin-1 and insulin on the global transcriptome of neonatal rat cardiomyocytes, and on mRNA recruitment to polysomes (i.e. the translatome). Results: Globally, endothelin-1 and insulin (1 h) promoted >1.5-fold significant (false discovery rate < 0.05) changes in expression of 341 and 38 RNAs, respectively. For these transcripts with this level of change there was little evidence of translational regulation. However, 1336 and 712 RNAs had >1.25-fold significant changes in expression in total and/or polysomal RNA induced by endothelin-1 or insulin, respectively, of which ~35% of endothelin-1-responsive and ~56% of insulin-responsive transcripts were translationally regulated. Of mRNAs for established proteins recruited to polysomes in response to insulin, 49 were known TOP mRNAs with a further 15 probable/possible TOP mRNAs, but 49 had no identifiable TOP sequences or other consistent features in the 5' untranslated region. Conclusions: Endothelin-1, rather than insulin, substantially affects global transcript expression to promote cardiomyocyte hypertrophy. Effects on RNA recruitment to polysomes are subtle, with differential effects of endothelin-1 and insulin on specific transcripts. Furthermore, although insulin promotes recruitment of TOP mRNAs to cardiomyocyte polysomes, not all recruited mRNAs are TOP mRNAs.

Temporal regulation of expression of immediate early and second phase transcripts by endothelin-1 in cardiomyocytes

Background: Endothelin-1 stimulates Gq protein-coupled receptors to promote proliferation in dividing cells or hypertrophy in terminally differentiated cardiomyocytes. In cardiomyocytes, endothelin-1 rapidly (within minutes) stimulates protein kinase signaling, including extracellular-signal regulated kinases 1/2 (ERK1/2; though not ERK5), with phenotypic/physiological changes developing from approximately 12 h. Hypertrophy is associated with changes in mRNA/protein expression, presumably consequent to protein kinase signaling, but the connections between early, transient signaling events and developed hypertrophy are unknown. Results: Using microarrays, we defined the early transcriptional responses of neonatal rat cardiomyocytes to endothelin-1 over 4 h, differentiating between immediate early gene (IEG) and second phase RNAs with cycloheximide. IEGs exhibited differential temporal and transient regulation, with expression of second phase RNAs within 1 h. Of transcripts upregulated at 30 minutes encoding established proteins, 28 were inhibited >50% by U0126 (which inhibits ERK1/2/5 signaling), with 9 inhibited 25-50%. Expression of only four transcripts was not inhibited. At 1 h, most RNAs (approximately 67%) were equally changed in total and polysomal RNA with approximately 17% of transcripts increased to a greater extent in polysomes. Thus, changes in expression of most protein-coding RNAs should be reflected in protein synthesis. However, approximately 16% of transcripts were essentially excluded from the polysomes, including some protein-coding mRNAs, presumably inefficiently translated. Conclusion: The phasic, temporal regulation of early transcriptional responses induced by endothelin-1 in cardiomyocytes indicates that, even in terminally differentiated cells, signals are propagated beyond the primary signaling pathways through transcriptional networks leading to phenotypic changes (that is, hypertrophy). Furthermore, ERK1/2 signaling plays a major role in this response.