191 research outputs found
Mikkan, Raúl (2014), Atlas Geomorfológico de la Provincia de Mendoza. Tomo II. EDIFY, Mendoza, Facultad de Filosofía y Letras, U. N. de Cuyo, 153 p. ISBN 978-950-774-248-4
Fil: Riba, Laura Irene
A combination of transcriptional and microRNA regulation improves the stability of the relative concentrations of target genes
It is well known that, under suitable conditions, microRNAs are able to fine
tune the relative concentration of their targets to any desired value. We show
that this function is particularly effective when one of the targets is a
Transcription Factor (TF) which regulates the other targets. This combination
defines a new class of feed-forward loops (FFLs) in which the microRNA plays
the role of master regulator. Using both deterministic and stochastic equations
we show that these FFLs are indeed able not only to fine-tune the TF/target
ratio to any desired value as a function of the miRNA concentration but also,
thanks to the peculiar topology of the circuit, to ensures the stability of
this ratio against stochastic fluctuations. These two effects are due to the
interplay between the direct transcriptional regulation and the indirect
TF/Target interaction due to competition of TF and target for miRNA binding
(the so called "sponge effect"). We then perform a genome wide search of these
FFLs in the human regulatory network and show that they are characterizedby a
very peculiar enrichment pattern. In particular they are strongly enriched in
all the situations in which the TF and its target have to be precisely kept at
the same concentration notwithstanding the environmental noise. As an example
we discuss the FFL involving E2F1 as Transcription Factor, RB1 as target and
miR-17 family as master regulator. These FFLs ensure a tight control of the
E2F/RB ratio which in turns ensures the stability of the transition from the
G0/G1 to the S phase in quiescent cells.Comment: 23 pages, 10 figure
Actuació d'un veterinari clínic davant d'un animal exòtic il·legal a la consulta
Treball presentat a la Facultat de Veterinària de la Universitat Autònoma de Barcelona.Treball presentat a l'assignatura de Deontologia i Veterinària Legal (21223
Integració de diferents fonts de dades òmiques i visualització de les variables originals mitjançant tècniques de Machine Learning
Treballs Finals de Grau en Estadística UB-UPC, Facultat d'Economia i Empresa (UB) i Facultat de Matemàtiques i Estadística (UPC), Curs: 2013-2014, Tutor: Esteban Vegas LozanoEn l’última dècada s’han desenvolupat noves tecnologies d’alt rendiment, les quals
generen un volum de dades biològiques tan gran que ha motivat la creació de nous algorismes
en el camp de la bioinformàtica per analitzar les dades generades. Aquests avenços
han revolucionat la biologia molecular i han conduït a una nova mentalitat en la qual
es desenvolupa una visió global dels sistemes biològics. En aquest context, actualment
hi ha dues grans vies d’investigació: la integració de dades òmiques i la visualització de
les variables originals. L’anàlisi de dades òmiques de més d’un tipus de forma simultània
combinada amb la visualització de les relacions entre els milers de variables biològiques
pot portar a una millor comprensió dels processos biològics. En aquest projecte s’estudia
la tècnica del Kernel PCA juntament amb procediments per a representar les variables
originals, s’aplica a dos conjunts de dades òmiques i es presenta de forma accessible amb
aplicacions web interactives.The development in the last decade of the high-throughput technologies, new techniques
for measuring biological data, has dramatically changed our views on molecular
biology. Whereas a few years ago each gene or protein was studied as a single entity,
new technologies allow to analyse large numbers of genes or proteins simultaneously. As
a result, biological processes are studied as complex systems of functionally interacting
macromolecules. This new mindset has led to the rise of new disciplines, such as genomics,
proteomics and transcriptomics, in the so-called “omics era”. All of them have in common
that are based on the analysis of a large volume of heterogeneous biological data. These
datasets encourage researchers to develop new algorithms in the field of bioinformatics
for its interpretation.
Within this context, there are currently two major research challenges: omics data
integration and visualization of the input variables. The analysis at the same time of
integrated omics data combined with the visualization of relationships between the thousands
of biological variables generated may lead to a better understanding of the global
functioning of biological systems. Although individual analysis of each of these omics
data undoubtedly results into interesting findings, it is only by integrating them that one
can gain a global insight into cellular behavior. A systems approach thus is predicated
on the integration of multiple independent datasets. Visualization is a key aspect of both
the analysis and understanding of the omics data. The challenge is to create clear and
meaningful visualizations that give biological insight, despite the complexity of the data.
In this project, first we present the main types of omics data, the associated highthroughput
technologies and the challenges that present its analysis, including the integration
of omics data. After this, we give an overview of the discipline of machine
learning, which provides algorithms and techniques to analyze omics data. In addition,
special attention is paid to kernel methods, which are one of the most powerful methods
for integrating heterogeneous data types. In the present work, we analyze the integration
of data from several sources of information using the Kernel PCA technique together with
a set of procedures to represent the input variables. Then we apply them to two different
omics datasets. In addition, we provide this technique in an accessible way by the creation
of interactive web applications
Transició energètica i canvi de paradigma
Immersed in a process of continuous growth, a large part of the population is unaware or even denies the energy crisis or believes that it is strictly a technical issue. Faced with the decline of fossil fuels, which still today represent 80% of the energy system, and the serious climatic repercussions, pollution and destruction of ecosystems that their use entails, it is necessary to move towards clean and renewable energy sources. Unlike fossil fuels, renewable energy resources are evenly distributed, and therefore accessible to all humankind. This paper argues that a paradigm shift in energy and natural resources use is necessary to make possible an energy transition that avoids collapse. This shift must consider the following key aspects: 1) Recognition of the finiteness of natural resources, abandoning the perspective of perpetual growth; 2) Focusing of attention on specific energy needs, looking upstream for the most favourable path and renewable sources, and 3) Involvement of all citizens in the procurement, appropriate uses and management of energy and resources.Keywords: energy transition, renewable energies, paradigm shift.Immersos en un procés de creixement continu, una gran part de la població desconeix o nega la crisi energètica, o bé creu que es tracta d’un problema estrictament tècnic. Davant del declivi dels combustibles fòssils, que avui dia encara alimenten el 80 % del sistema energètic, i de les greus repercussions climàtiques, de contaminació i de destrucció d’ecosistemes que comporta el seu ús, cal transitar vers fonts energètiques netes i renovables. A diferència dels combustibles fòssils, es tracta de fonts energètiques totalment distribuïdes i, per tant, d’accés transversal a tota la humanitat. Aquest article argumenta que cal un canvi de paradigma sobre l’energia i els recursos naturals per a fer possible una transició energètica que eviti el col·lapse. Aquest canvi ha d’incloure els aspectes clau següents: 1) ha de reconèixer la finitud dels recursos naturals, tot abandonant la perspectiva del creixement continu; 2) ha de centrar l’atenció en les necessitats energètiques concretes i cercar aigües amunt el camí i les fonts renovables més favorables, i 3) ha d’implicar tota la ciutadania en l’obtenció, els usos adequats i la gestió de l’energia i dels recursos.Paraules clau: transició energètica, energies renovables, canvi de paradigma
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Decoupling a tandem-repeat protein: Impact of multiple loop insertions on a modular scaffold
Abstract: The simple topology and modular architecture of tandem-repeat proteins such as tetratricopeptide repeats (TPRs) and ankyrin repeats makes them straightforward to dissect and redesign. Repeat-protein stability can be manipulated in a predictable way using site-specific mutations. Here we explore a different type of modification - loop insertion - that will enable a simple route to functionalisation of this versatile scaffold. We previously showed that a single loop insertion has a dramatically different effect on stability depending on its location in the repeat array. Here we dissect this effect by a combination of multiple and alternated loop insertions to understand the origins of the context-dependent loss in stability. We find that the scaffold is remarkably robust in that its overall structure is maintained. However, adjacent repeats are now only weakly coupled, and consequently the increase in solvent protection, and thus stability, with increasing repeat number that defines the tandem-repeat protein class is lost. Our results also provide us with a rulebook with which we can apply these principles to the design of artificial repeat proteins with precisely tuned folding landscapes and functional capabilities, thereby paving the way for their exploitation as a versatile and truly modular platform in synthetic biology
Testing the length limit of loop grafting in a helical repeat protein.
Alpha-helical repeat proteins such as consensus-designed tetratricopeptide repeats (CTPRs) are exceptionally stable molecules that are able to tolerate destabilizing sequence alterations and are therefore becoming increasingly valued as a modular platform for biotechnology and biotherapeutic applications. A simple approach to functionalize the CTPR scaffold that we are pioneering is the insertion of short linear motifs (SLiMs) into the loops between adjacent repeats. Here, we test the limits of the scaffold by inserting 17 highly diverse amino acid sequences of up to 58 amino acids in length into a two-repeat protein and examine the impact on protein folding, stability and solubility. The sequences include three SLiMs that bind oncoproteins and eleven naturally occurring linker sequences all predicted to be intrinsically disordered but with conformational preferences ranging from compact globules to expanded coils. We show that the loop-grafted proteins retain the native CTPR structure and are thermally stable with melting temperatures above 60 °C, despite the longest loop sequence being almost the same size as the CTPR scaffold itself (68 amino acids). Although the main determinant of the effect of stability was found to be loop length and was relatively insensitive to amino acid composition, the relationship between protein solubility and the loop sequences was more complex, with the presence of negatively charged amino acids enhancing the solubility. Our findings will help us to fully realize the potential of the repeat-protein scaffold, allowing a rational design approach to create artificial modular proteins with customized functional capabilities
Estrategias para aumentar la tasa de respuesta y los resultados de la Encuesta Social Europea en España
The longitudinal analysis of the contact form data of the third round of the European Social Survey in Spain allows us to identify the most successful strategies in order to increase response rates in social and political surveys in Spain. The analysis of these data provides us with very useful information to estimate what are the likely gains in response rate due to the improvements of fieldwork design and supervision. More especially, we show in this paper that concentrating fieldwork efforts in locating and converting refusals with specific strategies such as a better controlling of interviewers, increasing incentives, and targeting respondents after the regular working hours and during weekends really pay off.El análisis de los datos de la tercera ola de la Encuesta Social Europea en España y su comparación con los de las dos olas precedentes permiten descubrir los factores que más han incidido en la mejora de los resultados y cuál es el perfil de las personas sobre las que es más rentable concentrar los esfuerzos de localización y de conversión de negativas, siendo las localizaciones y las conversiones las que, en definitiva, han constituido las principales claves del éxito. El trabajo muestra que el aumento de la tasa de respuesta de la tercera ola con respecto de las dos olas precedentes fue debido esencialmente a un mayor y mejor control de los procesos de campo, a un incremento de los incentivos a los entrevistadores y a un mayor esfuerzo de localización y conversión de negativas en horarios fuera de la jornada laboral habitual
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