Uso de técnicas de minería de texto para la identificación de ensayos clínicos en nanomedicina

La nanotecnología es el estudio que la mayoría de veces es tomada como una meta tecnológica que nos ayuda en el área de investigación para tratar con la manipulación y el control en forma precisa de la materia con dimensiones comprendidas entre 1 y 100 nanómetros. Recordando que el prefijo nano proviene del griego vavoc que significa enano y corresponde a un factor de 10^-9, que aplicada a las unidades de longitud corresponde a una mil millonésima parte de un metro. Ahora sabemos que esta ciencia permite trabajar con estructuras moleculares y sus átomos, obteniendo materiales que exhiben fenómenos físicos, químicos y biológicos, muy distintos a los que manifiestan los materiales usados con una longitud mayor. Por ejemplo en medicina, los compuestos manométricos y los materiales nano estructurados muchas veces ofrecen una mayor eficacia con respecto a las formulaciones químicas tradicionales, ya que muchas veces llegan a combinar los antiguos compuestos con estos nuevos para crear nuevas terapias e inclusive han llegado a reemplazarlos, revelando así nuevas propiedades diagnósticas y terapéuticas. A su vez, la complejidad de la información a nivel nano es mucho mayor que en los niveles biológicos convencionales y, por tanto, cualquier flujo de trabajo en nano medicina requiere, de forma inherente, estrategias de gestión de información avanzadas. Muchos investigadores en la nanotecnología están buscando la manera de obtener información acerca de estos materiales nanométricos, para mejorar sus estudios que muchas veces lleva a probar estos métodos o crear nuevos compuestos para ayudar a la medicina actual, contra las enfermedades más poderosas como el cáncer. Pero en estos días es muy difícil encontrar una herramienta que les brinde la información específica que buscan en los miles de ensayos clínicos que se suben diariamente en la web. Actualmente, la informática biomédica trata de proporcionar el marco de trabajo que permita lidiar con estos retos de la información a nivel nano, en este contexto, la nueva área de la nano informática pretende detectar y establecer los vínculos existentes entre la medicina, la nanotecnología y la informática, fomentando así la aplicación de métodos computacionales para resolver las cuestiones y problemas que surgen con la información en la amplia intersección entre la biomedicina y la nanotecnología. Otro caso en la actualidad es que muchos investigadores de biomedicina desean saber y comparar la información dentro de los ensayos clínicos que contiene temas de nanotecnología en las diferentes paginas en la web por todo el mundo, obteniendo en si ensayos clínicos que se han creado en Norte América, y ensayos clínicos que se han creado en Europa, y saber si en este tiempo este campo realmente está siendo explotado en los dos continentes. El problema es que no se ha creado una herramienta que estime un valor aproximado para saber los porcentajes del total de ensayos clínicos que se han creado en estas páginas web. En esta tesis de fin de máster, el autor utiliza un mejorado pre-procesamiento de texto y un algoritmo que fue determinado como el mejor procesamiento de texto en una tesis doctoral, que incluyo algunas pruebas con muchos de estos para obtener una estimación cercana que ayudaba a diferenciar cuando un ensayo clínico contiene información sobre nanotecnología y cuando no. En otras palabras aplicar un análisis de la literatura científica y de los registros de ensayos clínicos disponibles en los dos continentes para extraer información relevante sobre experimentos y resultados en nano medicina (patrones textuales, vocabulario en común, descriptores de experimentos, parámetros de caracterización, etc.), seguido el mecanismo de procesamiento para estructurar y analizar dicha información automáticamente. Este análisis concluye con la estimación antes mencionada necesaria para comparar la cantidad de estudios sobre nanotecnología en estos dos continentes. Obviamente usamos un modelo de datos de referencia (gold standard) —un conjunto de datos de entrenamiento anotados manualmente—, y el conjunto de datos para el test es toda la base de datos de estos registros de ensayos clínicos, permitiendo distinguir automáticamente los estudios centrados en nano drogas, nano dispositivos y nano métodos de aquellos enfocados a testear productos farmacéuticos tradicionales.---ABSTRACT---Nanotechnology is the scientific study that usually is seen as a technological goal that helps us in the investigation field to deal with the manipulation and precise control of the matter with dimensions that range from 1 to 100 nanometers. Remembering that the prefix nano comes from the Greek word νᾶνος, meaning dwarf and denotes a factor of 10^-9, that applyied the longitude units is equal to a billionth of a meter. Now we know that this science allows us to work with molecular structures and their atoms, obtaining material that exhibit physical, chemical and biological phenomena very different to those manifesting in materials with a bigger longitude. As an example in medicine, the nanometric compounds and the materials in nano structures are often offered with more effectiveness regarding to the traditional chemical formulas. This is due to the fact that many occasions combining these old compounds with the new ones, creates new therapies and even replaced them, reveling new diagnostic and therapeutic properties. Even though the complexity of the information at nano level is greater than that in conventional biologic level and, thus, any work flow in nano medicine requires, in an inherent way, advance information management strategies. Many researchers in nanotechnology are looking for a way to obtain information about these nanometric materials to improve their studies that leads in many occasions to prove these methods or to create a new compound that helps modern medicine against powerful diseases, such as cancer. But in these days it is difficult to find a tool that searches and provides a specific information in the thousands of clinic essays that are uploaded daily on the web. Currently, the bio medic informatics tries to provide the work frame that will allow to deal with these information challenge in nano level. In this context, the new area of nano informatics pretends to detect and establish the existing links between medicine, nanotechnology and informatics, encouraging the usage of computational methods to resolve questions and problems that surge with the wide information intersection that is between biomedicine and nanotechnology. Another present case, is that many biomedicine researchers want to know and be able to compare the information inside those clinic essays that contains subjects of nanotechnology on the different webpages across the world, obtaining the clinic essays that has been done in North America and the essays done in Europe, and thus knowing if in this time, this field is really being exploited in both continents. In this master thesis, the author will use an enhanced text pre-processor with an algorithm that was defined as the best text processor in a doctoral thesis, that included many of these tests to obtain a close estimation that helps to differentiate when a clinic essay contains information about nanotechnology and when it does not. In other words, applying an analysis to the scientific literature and clinic essay available in both continents, in order to extract relevant information about experiments and the results in nano-medicine (textual patterns, common vocabulary, experiments descriptors, characterization parameters, etc.), followed by the mechanism process to structure and analyze said information automatically. This analysis concludes with the estimation, mentioned before, needed to compare the quantity of studies about nanotechnology in these two continents. Obviously we use a data reference model (Gold standard) – a set of training data manually annotated –, and the set of data for the test conforms the entire database of these clinic essay registers, allowing to distinguish automatically the studies centered on nano drugs, nano devices and nano methods of those focus on testing traditional pharmaceutical products.

Reptilian chemistry: Characterization of dianeackerone, a secretory product from a crocodile

The major volatile component in the paracloacal glandular secretion of the adult African dwarf crocodile (Osteolaemus tetraspis) was isolated and characterized as a 19-carbon aromatic ketone, dianeackerone (3,7-diethyl-9-phenyl-2-nonanone). This ketone is absent from the secretion of immatures. Careful examination of dianeackerone samples isolated from individual adults revealed that this ketone occurs as both the (3S, 7S) and (3S, 7R) stereoisomers, with different individuals presenting strikingly different ratios of the isomeric forms. Our initial suspicion that the stereoisomeric dianeackerones might be indicators of gender proved untenable, leaving the role of these glandular constituents a challenge for future study.

Reptilian chemistry: Characterization of a family of dianeackerone-related steroidal esters from a crocodile secretion

The African dwarf crocodile, Osteolaemus tetraspis (Crocodilidae, Reptilia), possesses a pair of skin glands, the paracloacal glands, the secretion of which is thought to be used to mark nest sites or attract mates. Ten aromatic steroidal esters were isolated from this secretion and characterized on the basis of NMR spectroscopic investigations, electrospray ionization-MS analyses, and chemical degradation. These esters, which account for more than 90% of the paracloacal glandular secretion, are derived from either cholesterol or cholestanol, esterified with a C-20 or C-22 acid closely related to dianeackerone, the only significant volatile compound found in this secretion.

Preliminary description of the cranium of Proteopithecus sylviae, an Egyptian late Eocene anthropoidean primate

Recent discovery of crania, dentitions, and postcrania of a primitive anthropoidean primate, Proteopithecus sylviae, at the late Eocene L-4l quarry in the Fayum, Egypt, provides evidence of a new taxonomic family of early African higher primates, the Proteopithecidae. This family could be part of the basal radiation that produced the New World platyrrhine primates, or it could be unrelated to any subsequent lineages. Although no larger than a small callitrichid or a dwarf lemur, this tiny primate already possessed many of the derived features of later anthropoids and was a diurnal and probably dimorphic species. In dental formula and other dental proportions, as well as in known postcranial features, Proteopithecus more nearly resembles platyrrhines than does any other Old World higher primate. The small size of the Proteopithecus cranium demonstrates that the defining cranial characteristics of Anthropoidea did not arise as a consequence of an increase in size during derivation from earlier prosimians.

The CYP88A cytochrome P450, ent-kaurenoic acid oxidase, catalyzes three steps of the gibberellin biosynthesis pathway

We have shown that ent-kaurenoic acid oxidase, a member of the CYP88A subfamily of cytochrome P450 enzymes, catalyzes the three steps of the gibberellin biosynthetic pathway from ent-kaurenoic acid to GA12. A gibberellin-responsive barley mutant, grd5, accumulates ent-kaurenoic acid in developing grains. Three independent grd5 mutants contain mutations in a gene encoding a member of the CYP88A subfamily of cytochrome P450 enzymes, defined by the maize Dwarf3 protein. Mutation of the Dwarf3 gene gives rise to a gibberellin-responsive dwarf phenotype, but the lesion in the gibberellin biosynthesis pathway has not been identified. Arabidopsis thaliana has two CYP88A genes, both of which are expressed. Yeast strains expressing cDNAs encoding each of the two Arabidopsis and the barley CYP88A enzymes catalyze the three steps of the GA biosynthesis pathway from ent-kaurenoic acid to GA12. Sequence comparison suggests that the maize Dwarf3 locus also encodes ent-kaurenoic acid oxidase.

Extragenic Suppressors of the Arabidopsis gai Mutation Alter the Dose-Response Relationship of Diverse Gibberellin Responses1

Active gibberellins (GAs) are endogenous factors that regulate plant growth and development in a dose-dependent fashion. Mutant plants that are GA deficient, or exhibit reduced GA responses, display a characteristic dwarf phenotype. Extragenic suppressor analysis has resulted in the isolation of Arabidopsis mutations, which partially suppress the dwarf phenotype conferred by GA deficiency and reduced GA-response mutations. Here we describe detailed studies of the effects of two of these suppressors, spy-7 and gar2–1, on several different GA-responsive growth processes (seed germination, vegetative growth, stem elongation, chlorophyll accumulation, and flowering) and on the in planta amounts of active and inactive GA species. The results of these experiments show that spy-7 and gar2–1 affect the GA dose-response relationship for a wide range of GA responses and suggest that all GA-regulated processes are controlled through a negatively acting GA-signaling pathway.

Brassinosteroid/Sterol Synthesis and Plant Growth as Affected by lka and lkb Mutations of Pea1

The dwarf pea (Pisum sativum) mutants lka and lkb are brassinosteroid (BR) insensitive and deficient, respectively. The dwarf phenotype of the lkb mutant was rescued to wild type by exogenous application of brassinolide and its biosynthetic precursors. Gas chromatography-mass spectrometry analysis of the endogenous sterols in this mutant revealed that it accumulates 24-methylenecholesterol and isofucosterol but is deficient in their hydrogenated products, campesterol and sitosterol. Feeding experiments using 2H-labeled 24-methylenecholesterol indicated that the lkb mutant is unable to isomerize and/or reduce the Δ24(28) double bond. Dwarfism of the lkb mutant is, therefore, due to BR deficiency caused by blocked synthesis of campesterol from 24-methylenecholesterol. The lkb mutation also disrupted sterol composition of the membranes, which, in contrast to those of the wild type, contained isofucosterol as the major sterol and lacked stigmasterol. The lka mutant was not BR deficient, because it accumulated castasterone. Like some gibberellin-insensitive dwarf mutants, overproduction of castasterone in the lka mutant may be ascribed to the lack of a feedback control mechanism due to impaired perception/signal transduction of BRs. The possibility that castasterone is a biologically active BR is discussed.

A Photoperiod-Insensitive Barley Line Contains a Light-Labile Phytochrome B1

Barley (Hordeum vulgare L.) is a long-day plant whose flowering is enhanced when the photoperiod is supplemented with far-red light, and this promotion is mediated by phytochrome. A chemically mutagenized dwarf cultivar of barley was selected for early flowering time (barley maturity daylength response [BMDR]-1) and was made isogenic with the cultivar Shabet (BMDR-8) by backcrossing. BMDR-1 was found to contain higher levels of both phytochrome A and phytochrome B in the dark on immunoblots with monoclonal antibodies from oat (Avena sativa L.) that are specific to different members of the phytochrome gene family. Phytochrome A was light labile in both BMDR-1 and BMDR-8, decreasing to very low levels after 4 d of growth in the light. Phytochrome B was light stable in BMDR-8, being equal in both light and darkness. However, phytochrome B became light labile in BMDR-1 and this destabilization of phytochrome B appeared to make BMDR-1 insensitive to photoperiod. In addition, both the mutant and the wild type lacked any significant promotion of flowering in response to a pulse of far-red light given at the end of day, and the end-of-day, far-red inhibition of tillering is normal in both, suggesting that phytochrome B is not involved with these responses in barley.

Brown dwarfs: At last filling the gap between stars and planets

Until the mid-1990s a person could not point to any celestial object and say with assurance that “here is a brown dwarf.” Now dozens are known, and the study of brown dwarfs has come of age, touching upon major issues in astrophysics, including the nature of dark matter, the properties of substellar objects, and the origin of binary stars and planetary systems.

The age of the universe from nuclear chronometers

An overview is presented of the current situation regarding radioactive dating of the matter of which our Galaxy is comprised. A firm lower bound on the age from nuclear chronometers of ≈9–10 Gyr is entirely consistent with age determinations from globular clusters and white dwarf cooling histories. The reasonable assumption of an approximately uniform nucleosynthesis rate yields an age for the Galaxy of 12.8 ± 3 Gyr, which again is consistent with current determinations from other methods.

Lifespan extension and delayed immune and collagen aging in mutant mice with defects in growth hormone production

Single-gene mutations that extend lifespan provide valuable tools for the exploration of the molecular basis for age-related changes in cell and tissue function and for the pathophysiology of age-dependent diseases. We show here that mice homozygous for loss-of-function mutations at the Pit1 (Snell dwarf) locus show a >40% increase in mean and maximal longevity on the relatively long-lived (C3H/HeJ × DW/J)F1 background. Mutant dwJ/dw animals show delays in age-dependent collagen cross-linking and in six age-sensitive indices of immune system status. These findings thus demonstrate that a single gene can control maximum lifespan and the timing of both cellular and extracellular senescence in a mammal. Pituitary transplantation into dwarf mice does not reverse the lifespan effect, suggesting that the effect is not due to lowered prolactin levels. In contrast, homozygosity for the Ghrhrlit mutation, which like the Pit1dw mutation lowers plasma growth hormone levels, does lead to a significant increase in longevity. Male Snell dwarf mice, unlike calorically restricted mice, become obese and exhibit proportionately high leptin levels in old age, showing that their exceptional longevity is not simply due to alterations in adiposity per se. Further studies of the Pit1dw mutant, and the closely related, long-lived Prop-1df (Ames dwarf) mutant, should provide new insights into the hormonal regulation of senescence, longevity, and late life disease.

The GA2 Locus of Arabidopsis thaliana Encodes ent-Kaurene Synthase of Gibberellin Biosynthesis

The ga2 mutant of Arabidopsis thaliana is a gibberellin-deficient dwarf. Previous biochemical studies have suggested that the ga2 mutant is impaired in the conversion of copalyl diphosphate to ent-kaurene, which is catalyzed by ent-kaurene synthase (KS). Overexpression of the previously isolated KS cDNA from pumpkin (Cucurbita maxima) (CmKS) in the ga2 mutant was able to complement the mutant phenotype. A genomic clone coding for KS, AtKS, was isolated from A. thaliana using CmKS cDNA as a heterologous probe. The corresponding A. thaliana cDNA was isolated and expressed in Escherichia coli as a fusion protein. The fusion protein showed enzymatic activity that converted [3H]copalyl diphosphate to [3H]ent-kaurene. The recombinant AtKS protein derived from the ga2–1 mutant is truncated by 14 kD at the C-terminal end and does not contain significant KS activity in vitro. Sequence analysis revealed that a C-2099 to T base substitution, which converts Gln-678 codon to a stop codon, is present in the AtKS cDNA from the ga2–1 mutant. Taken together, our results show that the GA2 locus encodes KS.

A maize cDNA encoding a member of the retinoblastoma protein family: involvement in endoreduplication.

Retinoblastoma (RB-1) is a tumor suppressor gene that encodes a 105-kDa nuclear phosphoprotein. To date, RB genes have been isolated only from metazoans. We have isolated a cDNA from maize endosperm whose predicted protein product (ZmRb) shows homology to the "pocket" A and B domains of the Rb protein family. We found ZmRb behaves as a pocket protein based on its ability to specifically interact with oncoproteins encoded by DNA tumor viruses (E7, T-Ag, E1A). ZmRb can interact in vitro and in vivo with the replication-associated protein, RepA, encoded by the wheat dwarf virus. The maize Rb-related protein undergoes changes in level and phosphorylation state concomitant with endoreduplication, and it is phosphorylated in vitro by an S-phase kinase from endoreduplicating endosperm cells. Together, our results suggest that ZmRb is a representative of the pocket protein family and may play a role in cell cycle progression. Moreover, certain plant monopartite geminiviruses may operate similarly to mammalian DNA viruses, by targeting and inactivating the retinoblastoma protein, which otherwise induces G1 arrest.

Ancient single origin for Malagasy primates.

We report new evidence that bears decisively on a long-standing controversy in primate systematics. DNA sequence data for the complete cytochrome b gene, combined with an expanded morphological data set, confirm the results of a previous study and again indicate that all extant Malagasy lemurs originated from a single common ancestor. These results, as well as those from other genetic studies, call for a revision of primate classifications in which the dwarf and mouse lemurs are placed within the Afro-Asian lorisiforms. The phylogenetic results, in agreement with paleocontinental data, indicate an African origin for the common ancestor of lemurs and lorises (the Strepsirrhini). The molecular data further suggest the surprising conclusion that lemurs began evolving independently by the early Eocene at the latest. This indicates that the Malagasy primate lineage is more ancient than generally thought and places the split between the two strepsirrhine lineages well before the appearance of known Eocene fossil primates. We conclude that primate origins were marked by rapid speciation and diversification sometime before the late Paleocene.

No surviving evolved companions of the progenitor of SN 1006

Type Ia supernovae are thought to occur when a white dwarf made of carbon and oxygen accretes sufficient mass to trigger a thermonuclear explosion(1). The accretion could be slow, from an unevolved (main-sequence) or evolved (subgiant or giant) star(2,3) (the single-degenerate channel), or rapid, as the primary star breaks up a smaller orbiting white dwarf(3,4) (the double-degenerate channel). A companion star will survive the explosion only in the single-degenerate channel(5). Both channels might contribute to the production of type Ia supernovae(6,7), but the relative proportions of their contributions remain a fundamental puzzle in astronomy. Previous searches for remnant companions have revealed one possible case for SN 1572 (refs 8, 9), although that has been questioned(10). More recently, observations have restricted surviving companions to be small, main-sequence stars(11-13), ruling out giant companions but still allowing the single-degenerate channel. Here we report the results of a search for surviving companions of the progenitor of SN 1006 (ref. 14). None of the stars within 4 arc minutes of the apparent site of the explosion is associated with the supernova remnant, and we can firmly exclude all giant and subgiant stars from being companions of the progenitor. In combination with previous results, our findings indicate that fewer than 20 per cent of type Ia supernovae occur through the single-degenerate channel.