Analysis of temperature time-series: embedding dynamics into the MDS method

Global warming and the associated climate changes are being the subject of intensive research due to their major impact on social, economic and health aspects of the human life. Surface temperature time-series characterise Earth as a slow dynamics spatiotemporal system, evidencing long memory behaviour, typical of fractional order systems. Such phenomena are difficult to model and analyse, demanding for alternative approaches. This paper studies the complex correlations between global temperature time-series using the Multidimensional scaling (MDS) approach. MDS provides a graphical representation of the pattern of climatic similarities between regions around the globe. The similarities are quantified through two mathematical indices that correlate the monthly average temperatures observed in meteorological stations, over a given period of time. Furthermore, time dynamics is analysed by performing the MDS analysis over slices sampling the time series. MDS generates maps describing the stations’ locus in the perspective that, if they are perceived to be similar to each other, then they are placed on the map forming clusters. We show that MDS provides an intuitive and useful visual representation of the complex relationships that are present among temperature time-series, which are not perceived on traditional geographic maps. Moreover, MDS avoids sensitivity to the irregular distribution density of the meteorological stations.

Perceived health in the Portuguese population aged ? 35

OBJECTIVE To evaluate the exploratory relationship between determinants of health, life satisfaction, locus of control, attitudes and behaviors and health related quality of life in an adult population. METHODS Observational study (analytical and cross-sectional) with a quantitative methodological basis. The sample was composed oy 1,214 inhabitants aged ≥ 35 in 31 civil parishes in the County of Coimbra, Portugal, 2011-2012. An anonymous and voluntary health survey was conducted, which collected the following information: demographic, clinical record, health and lifestyle behaviors; health related quality of life (Medical Outcomes Study, Short Form-36); health locus of control; survey of health attitudes and behavior, and quality of life index. Pearson’s Linear Correlation, t-Student, Wilcoxon-Mann-Whitney; One-way ANOVA; Brown-Forsythe’s F; Kruskal-Wallis; Multiple Comparisons: Tukey (HSD), Games-Howell and Conover were used in the statistical analysis. RESULTS Health related quality of life was shown to be lower in females, in older age groups, in obese/overweight individuals, widows, unassisted, those living alone, living in rural/suburban areas, those who did not work and with a medium-low socioeconomic level. Respondents with poor/very poor self-perceived health (p < 0.0001), with chronic disease (p < 0.0001), who consumed < 3 meals per day (p ≤ 0.01), who were sedentary, who slept ≤ 6 h/day and had smoked for several years revealed the worst health results. Health related quality of life was positively related with a bigger internal locus, with better health attitudes and behaviors (physical exercise, health and nutritional care, length of dependence) and with different areas of life satisfaction. CONCLUSIONS Better health related quality of life was associated with certain social, psychological, family and health characteristics, a satisfactory lifestyle, better socioeconomic conditions and a good internal locus of control over health attitudes and behaviors.

Glucogeno sintasa en helmintos parasitos: inhibicion por benzimidazoles

Se ha determinado el effecto inhibidor sobre la actividad Glucogeno sintetasa (E.C.2.41.11) por parte de cuatro antihelminticos: Albendazol, Mebendazol, Parbendazol y Tiabendazol. Observandose que en todos los casos, es el Parbendazol quien ha demostrado un mayor poder inhibidor sobre la glucógeno sintetasa de Ascaris suum, Fasciola hepatica y Moniezia expansa. El Tiabendazol es el anti-helmintico que menor efecto inhibidor ha presentado sobre la enzima en los tres parasitos objeto de nuestro estudio. Con el presente trabajo y otros previstos en la misma linea, se pretende aportar nuevos datos acerca del aun desconocido locus de acción de estos antihelminticos.

Phylogeny and phenotypic characterization of pathogenic cryptococcus species and closely related saprobic taxa in the tremellales

Eukaryotic Cell, Vol.8, Nº3

Age constraints on the late cretaceous alkaline magmatism on the West Iberian margin

Cretaceous Research 30 (2009) 575–586

Multidimensional scaling visualization of earthquake phenomena

Earthquakes are associated with negative events, such as large number of casualties, destruction of buildings and infrastructures, or emergence of tsunamis. In this paper, we apply the Multidimensional Scaling (MDS) analysis to earthquake data. MDS is a set of techniques that produce spatial or geometric representations of complex objects, such that, objects perceived to be similar/distinct in some sense are placed nearby/distant on the MDS maps. The interpretation of the charts is based on the resulting clusters since MDS produces a different locus for each similarity measure. In this study, over three million seismic occurrences, covering the period from January 1, 1904 up to March 14, 2012 are analyzed. The events, characterized by their magnitude and spatiotemporal distributions, are divided into groups, either according to the Flinn–Engdahl seismic regions of Earth or using a rectangular grid based in latitude and longitude coordinates. Space-time and Space-frequency correlation indices are proposed to quantify the similarities among events. MDS has the advantage of avoiding sensitivity to the non-uniform spatial distribution of seismic data, resulting from poorly instrumented areas, and is well suited for accessing dynamics of complex systems. MDS maps are proven as an intuitive and useful visual representation of the complex relationships that are present among seismic events, which may not be perceived on traditional geographic maps. Therefore, MDS constitutes a valid alternative to classic visualization tools, for understanding the global behavior of earthquakes.

Immunohistochemical molecular phenotypes of gastric cancer based on SOX2 and CDX2 predict patient outcome

Background Gastric cancer remains a serious health concern worldwide. Patients would greatly benefit from the discovery of new biomarkers that predict outcome more accurately and allow better treatment and follow-up decisions. Here, we used a retrospective, observational study to assess the expression and prognostic value of the transcription factors SOX2 and CDX2 in gastric cancer. Methods SOX2, CDX2, MUC5AC and MUC2 expression were assessed in 201 gastric tumors by immunohistochemistry. SOX2 and CDX2 expression were crossed with clinicopathological and follow-up data to determine their impact on tumor behavior and outcome. Moreover, SOX2 locus copy number status was assessed by FISH (N = 21) and Copy Number Variation Assay (N = 62). Results SOX2 was expressed in 52% of the gastric tumors and was significantly associated with male gender, T stage and N stage. Moreover, SOX2 expression predicted poorer patient survival, and the combination with CDX2 defined two molecular phenotypes, SOX2+CDX2- versus SOX2-CDX2+, that predict the worst and the best long-term patients’ outcome. These profiles combined with clinicopathological parameters stratify the prognosis of patients with intestinal and expanding tumors and in those without signs of venous invasion. Finally, SOX2 locus copy number gains were found in 93% of the samples reaching the amplification threshold in 14% and significantly associating with protein expression. Conclusions We showed, for the first time, that SOX2 combined with CDX2 expression profile in gastric cancer segregate patients into different prognostic groups, complementing the clinicopathological information. We further demonstrate a molecular mechanism for SOX2 expression in a subset of gastric cancer cases.

Studies on the genetics of artemisinin resistance in malaria

A existência de estirpes de Plasmodium falciparum resistentes a multiplos fármacos é um dos problemas mais graves no controlo da malária. Novos fármacos, como a artemisinina (ART) e seus derivados são cada vez mais utilizados no tratamento da malaria e muito embora até ao momento não haja registos de fármaco-resistência estável à ART o seu surgimento seria desastroso devido á falta de alternativas. A investigação apresentada nesta tese descreve a selecção de resistência estável à ART e ao artesunato (ATN) utilizando um modelo roedor de malária, o parasita Plasmodium chabaudi chabaudi (Plasmodium chabaudi). Dois clones de Plasmodium chabaudi diferentes, AS-15CQ e AS-30CQ, foram inoculados em murganhos que por sua vez foram tratados na presença de concentrações sucessivamente crescentes de ATN e ART, sendo que no final do processo de seleção de resistência, os parasitas obtidos apresentavam uma resistência de 6 e 15 vezes superior ao ATN e à ART, respectivamente, em relação aos parasitas iniciais. Os clones obtidos foram nomeados respectivamente AS-ATN (obtido a partir de AS-15CQ por seleção com pressão de ATN) e AS-ART (obtido a partir de AS-30CQ por seleção com pressão de ART). A resistência obtida durante o processo de seleção é estável após clonagem, congelamento/descongelamento, passagem sanguínea na ausência de pressão de fármaco e transmissão natural através do mosquito vector. A sequência nucleotídica e o número de cópias dos genes previamente descritos na literatura como moduladores putativos de resistência à ART e seus derivados: mdr1, cg10, tctp e atp6; foi comparada entre parasitas resistentes e sensíveis, não tendo sido encontradas nenhumas alterações, quer na sequência quer no número de cópias destes genes. Posteriormente, numa tentativa de identificar os genes envolvidos na resistância à ART e ao ATN a técnica de Linkage Group Selection (LGS) foi utilizada. Para tal dois cruzamentos genéticos foram realizados. Estes cruzamentos foram realizados entre os clones fármaco-resistentes; AS-ART e AS-ATN e um clone geneticamente distinto dos anteriores e sensível aos fármacos em estudos, AJ. Após realização do LGS quatro loci genéticos; nos cromossomas de P. chabaudi 1, 2, 6 e 8 foram encontrados associados à resistência. Atendendo a que, a selecção no cromossoma 2 era a mais forte, este locus foi submetido a subsequentes análises genéticas, tendo sido encontradas duas mutações diferentes (V739F e V770F) num gene que codifica para um enzima de desubiquitinação (gene ubp-1).

Studies on the genetics of artemisinin resistance in malaria

A existência de estirpes de Plasmodium falciparum resistentes a multiplos fármacos é um dos problemas mais graves no controlo da malária. Novos fármacos, como a artemisinina (ART) e seus derivados são cada vez mais utilizados no tratamento da malaria e muito embora até ao momento não haja registos de fármaco-resistência estável à ART o seu surgimento seria desastroso devido á falta de alternativas. A investigação apresentada nesta tese descreve a selecção de resistência estável à ART e ao artesunato (ATN) utilizando um modelo roedor de malária, o parasita Plasmodium chabaudi chabaudi (Plasmodium chabaudi). Dois clones de Plasmodium chabaudi diferentes, AS-15CQ e AS-30CQ, foram inoculados em murganhos que por sua vez foram tratados na presença de concentrações sucessivamente crescentes de ATN e ART, sendo que no final do processo de seleção de resistência, os parasitas obtidos apresentavam uma resistência de 6 e 15 vezes superior ao ATN e à ART, respectivamente, em relação aos parasitas iniciais. Os clones obtidos foram nomeados respectivamente AS-ATN (obtido a partir de AS-15CQ por seleção com pressão de ATN) e AS-ART (obtido a partir de AS-30CQ por seleção com pressão de ART). A resistência obtida durante o processo de seleção é estável após clonagem, congelamento/descongelamento, passagem sanguínea na ausência de pressão de fármaco e transmissão natural através do mosquito vector. A sequência nucleotídica e o número de cópias dos genes previamente descritos na literatura como moduladores putativos de resistência à ART e seus derivados: mdr1, cg10, tctp e atp6; foi comparada entre parasitas resistentes e sensíveis, não tendo sido encontradas nenhumas alterações, quer na sequência quer no número de cópias destes genes. Posteriormente, numa tentativa de identificar os genes envolvidos na resistância à ART e ao ATN a técnica de Linkage Group Selection (LGS) foi utilizada. Para tal dois cruzamentos genéticos foram realizados. Estes cruzamentos foram realizados entre os clones fármaco-resistentes; AS-ART e AS-ATN e um clone geneticamente distinto dos anteriores e sensível aos fármacos em estudos, AJ. Após realização do LGS quatro loci genéticos; nos cromossomas de P. chabaudi 1, 2, 6 e 8 foram encontrados associados à resistência. Atendendo a que, a selecção no cromossoma 2 era a mais forte, este locus foi submetido a subsequentes análises genéticas, tendo sido encontradas duas mutações diferentes (V739F e V770F) num gene que codifica para um enzima de desubiquitinação (gene ubp-1).

Tipificação de Mycoplasma mycoides subsp. mycoides SC e detecção da sua aderência a células epiteliais pulmonares

Dissertação apresentada para a obtenção do Grau de Mestre em Genética Molecular e Biomedicina, pela Universidade Nova de Lisboa, Faculdade de Ciências e Tecnologia

As Características Teocráticas do Regime Político Iraniano e a Respectiva Influência na Formulação da Política Externa do País

Dissertação apresentada para cumprimento dos requisitos necessários à obtenção do grau de Mestre em Ciência Política e Relações Internacionais – variante de Relações Internacionais

Novel Secretion Apparatus Maintains Spore Integrity and Developmental Gene Expression in Bacillus subtilis

Plos Genetics, 5(7): ARTe1000566

Pesquisa de factores de virulência em estirpes de Escherichia coli em resíduos de produção animal

Dissertação apresentada na Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa para obtenção do grau de Mestre em Biotecnologia

Descending pain modulation in a Kaolin-induced hydrocephalus rat model

Pain transmission at the spinal cord is modulated by descending actions that arise from supraspinal areas which collectively form the endogenous pain control system. Two key areas involved of the endogenous pain control system have a circunventricular location, namely the periaqueductal grey (PAG) and the locus coeruleus (LC). The PAG plays a crucial role in descending pain modulation as it conveys the input from higher brain centers to the spinal cord. As to the LC, it is involved in descending pain inhibition by direct noradrenergic projections to the spinal cord. In the context of neurological defects, several diseases may affect the structure and function of the brain. Hydrocephalus is a congenital or acquired disease characterized by an enlargement of the ventricles which leads to a distortion of the adjacent tissues, including the PAG and LC. Usually, patients suffering from hydrocephalus present dysfunctions in learning and memory and also motor deficits. It remains to be evaluated if lesions of the periventricular brain areas involved in pain control during hydrocephalus may affect descending pain control and, herein, affect pain responses. The studies included in the present thesis used an experimental model of hydrocephalus (the rat injected in the cisterna magna with kaolin) to study descending modulation of pain, focusing on the two circumventricular regions referred above (the PAG and the LC). In order to evaluate the effects of kaolin injection into the cisterna magna, we measured the degree of ventricular dilatation in sections encompassing the PAG by standard cytoarquitectonic stanings (thionin staining). For the LC, immunodetection of the noradrenaline-synthetizing enzyme tyrosine hydroxylase (TH) was performed, due to the noradrenergic nature of the LC neurons. In general, rats with kaolin-induced hydrocephalus presented a higher dilatation of the 4th ventricle, along with a tendency to a higher area of the PAG. Due to the validated role of detection the c-fos protooncogene as a marker of neuronal activation, we also studied neuronal activation in the several subnuclei which compose the PAG, namely the dorsomedial, dorsolateral, lateral and ventrolateral (VLPAG) parts. A decrease in the numbers of neurons immunoreactive for Fos protein (the product of activation of the c-fos protooncogene) was detected in rats injected with kaolin, whereas the remaining PAG subnuclei did not present changes in Fos-immunoreactive nuclei. Increases in the levels of TH in the LC, namely at the rostral parts of the nucleus, were detected in hydrocephalic animals. The following pain-related parameters were measured, namely 1) pain behavioural responses in a validated pain inflammatory test (the formalin test) and 2) the nociceptive activation of spinal cord neurons. A decrease in behavioral responses was detected in rats with kaolin-induced hydrocephalus was detected, namely in the second phase of the test (inflammatory phase). This is the phase of the formalin test in which the motor behaviour is less important, which is important since a semi-quantitative analysis of the motor performance of rats injected with kaolin indicates that these animals may present some motor impairments. Collectively, the results of the behavioral studies indicate that rats with kaolin-induced hydrocephalus exhibit hypoalgesia. A decrease in Fos expression was detected at the superficial dorsal layers of the spinal cord in rats with kaolin-induced hydrocephalus, further indicating that hydrocephalus decreases nociceptive responses. It remains to be ascertained if this is due to alterations in the PAG and LC in the rats with kaolin-induced hydrocephalus, which may affect descending pain modulation. It remains to be evaluated what are the mechanisms underlying the increased pain inhibition at the spinal dorsal horn in the hydrocephalus rats. Regarding the VLPAG, the decrease in neuronal activity may impair descending modulation. Since the LC has higher levels of TH in rats with kaolininduced hydrocephalus, which also appears to increase the noradrenergic innervation in the spinal dorsal horn, it is possible that an increase in the release of noradrenaline at the spinal cord accounts for pain inhibition. Our studies also determine the need to study in detail patients with hydrocephalus namely in what concerns their thresholds to pain and to perform imaging studies focused on the structure and function of pain control areas in the brain.

Role of ß-lactamase operon on mecA expression in Staphylococcus aureus

RESUMO: Os Staphylococcus aureus resistentes à meticilina (MRSA, do inglês “methicillin-resistant Staphylococcus aureus”) são um dos principais agentes responsáveis por infeções hospitalares. Os MRSA são resistentes a praticamente todos os antibióticos β-lactâmicos devido a dois mecanismos principais: produção de β-lactamase (bla), codificada pelo gene blaZ, e produção de uma proteína de ligação à penicilina (PBP2a, do inglês “penicillin binding protein 2”), codificada pelo gene mecA. Estes dois genes são regulados por sistemas homólogos, constituídos por um sensor-transdutor (BlaR1 e MecR1) e um repressor (BlaI e MecI), de tal modo que ambos os sistemas são capazes de co-regular os genes mecA e blaZ, embora com eficiências de indução muito diferentes. De facto, a indução mediada pelo sistema mecI-mecR1 é tão lenta que se acredita que este sistema não está funcional na maioria das estirpes MRSA. No entanto, dados recentes do nosso laboratório, demonstram a ausência de relação entre a presença do gene mecI e o nível de resistência à meticilina em estirpes MRSA epidémicas, e também que, o fenótipo de resistência da grande maioria das estirpes não é perturbado pela sobre-expressão em trans do repressor mecI. Curiosamente, as duas estirpes em que a expressão da resistência foi afetada pela sobre-expressão do mecI são negativas para o locus da β-lactamase, o que sugere que este locus pode interferir diretamente com a repressão do gene mecA mediada pelo MecI. Nesta tese de mestrado esta hipótese foi explorada usando estratégias de biologia molecular e ensaios fenotípicos da resistência aos -lactâmicos. Os resultados obtidos demonstram que a presença do plasmídeo nativo da β-lactamase não só anula a repressão mediada pelo MecI, como também aumenta o nível de resistência das estirpes parentais. Várias hipóteses foram então formuladas para explicar estas observações. Dados preliminares, em conjunto com evidências experimentais publicadas, sugerem que o BlaI forma hetero-dímeros com o MecI que, após a indução, são inativados eficientemente pelo BlaR1. Em conclusão, estes resultados apresentam novas perspetivas para o mecanismo de regulação do mecA e para uma nova importante função do operão da β-lactamase para o fenótipo das estirpes MRSA.-------------------ABSTRACT: Methicillin-resistant Staphylococcus aureus (MRSA) is an important nosocomial pathogen and is also emerging in the community. MRSA is cross-resistant to virtually all β-lactam antibiotics and has acquired two main resistance mechanisms: production of β-lactamase (bla), coded by blaZ, and production of penicillin binding protein 2a (PBP2a), coded by mecA. Both genes are regulated by homologous sensor-transducers (BlaR1 and MecR1) and repressors (BlaI and MecI), and coregulation of mecA and blaZ by both systems has been demonstrated, although with remarkable different efficiencies. In fact, induction of mecA by mecI-mecR1 is so slow that it is believed it is not functional in most MRSA strains. However, recent data from our laboratory has unexpectedly demonstrated that not only there is no correlation between the presence of mecI gene and the resistance level in epidemic MRSA strains, but also that for most strains there were no significant changes on the resistance phenotype upon the mecI overexpression in trans. Interestingly, the two strains in which mecI overexpression affected the resistance expression were negative for the bla locus, suggesting that this locus may interfere directly with the MecI-mediated repression of mecA and account for those puzzling observations. In this master thesis we have explored this hypothesis using molecular biology strategies and phenotypic analysis of -lactam resistance. The data obtained demonstrate that the presence of a wild-type plasmid containing the bla locus not only disrupts the MecImediated repression, but also significantly enhances the expression of resistance. Several preliminary hypotheses were formulated to explain these observations and preliminary data, together with published evidence, support the working model that BlaI forms functional hetero-dimers with MecI, which upon induction are readily inactivated by BlaR1. These results provide new insights into the regulatory mechanism(s) of mecA and open new perspectives for the role of β-lactamase operon in the MRSA phenotype.