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CLAUDIA REBECA NAVARRETE TORICES (2023, [Tesis de maestría])
Los corales son la base en la estructura y funcionamiento de los arrecifes. Sin embargo, en las últimas décadas, estos ecosistemas han sufrido un deterioro debido a presiones naturales, antrópicas y factores de gran escala como el cambio climático. En general, la cobertura de corales ha disminuido y aunque en algunos casos se ha observado su recuperación, la caracterización de la funcionalidad de la estructura física de los sistemas ha sido escasamente explorada. El presente trabajo evalúa la funcionalidad física de los arrecifes de coral en cuatro áreas a lo largo del Pacífico mexicano, empleando el Índice Funcional Arrecifal (IFA). El IFA considera la tasa de calcificación, la complejidad estructural y la abundancia de las especies de coral de en cada sitio; los valores que el índice puede adquirir varían de cero a uno, son valores cercanos a cero refieren a un arrecife con baja funcionalidad, mientras que los valores cercanos a uno indican un arrecife con alta funcionalidad. La cobertura coralina promedio de las cuatro áreas fue 35.62 ± 15.01%, siendo Bahías de Huatulco (BH) quien presentó la mayor cobertura coralina con 55.61 ± 21.94 %, mientras que Bahía de Los Ángeles (BLA) tuvo la menor cobertura coralina (17.16 ± 0.08 %). El IFA promedio de las áreas fue de 0.54 ± 0.12, y con base en el indicador, BH tuvo una mayor funcionalidad con un IFA de 0.68 ± 0.09, mientras que BLA tuvo una menor funcionalidad (0.34 ± 0.08). Los corales del género Pocillopora fueron los que mayor IFA aportaron en la mayoría de los sitios excepto en BLA que es representada por Porites panamensis. El coral con mayor coeficiente funcional (CF) fue Pocillopora grandis con 0.81, perteneciente a Bahía de Banderas (BB) y por ende fue el coral que mayor contribuyó al IFA en el área. El valor del IFA de 0.68 a lo largo del Pacífico mexicano, nos indica que tiene una alta complejidad estructural, debido a la forma de los corales Pocillopora que son clave para la permanencia de los arrecifes del área.
Corals are the basis for the structure and functioning of reefs. However, in recent decades, these ecosystems have suffered deterioration due to natural and anthropogenic pressures and large-scale factors such as climate change. In general, coral cover has decreased and although in some cases their recovery has been observed, the characterization of the functionality of the physical structure of the systems has been barely explored. This study evaluates the physical functionality of coral reefs in four areas along the Mexican Pacific, using the Reef Functional Index (IFA). The IFA considers the calcification rate, structural complexity, and abundance of coral species at each site; The values that the index can acquire vary from zero to one, values close to zero refer to a reef with low functionality, while values close to one indicate a reef with high functionality. The average coral cover of the four areas was 35.62 ± 15.01%, with Bahías de Huatulco (BH) having the highest coral cover with 55.61 ± 21.94%, while Bahía de Los Ángeles (BLA) had the lowest coral cover (17.16 ± 0.08%). The average IFA of the areas was 0.54 ± 0.12, and based on the indicator, BH had higher functionality with an IFA of 0.68 ± 0.09, while BLA had lower functionality (0.34 ± 0.08). Corals of the genus Pocillopora were the ones that contributed the highest IFA in most of the sites except in BLA, which is represented by Porites panamensis. The coral with the highest functional coefficient (CF) was Pocillopora grandis with 0.81, belonging to Bahía de Banderas (BB) and therefore was the coral that contributed the greatest to the IFA in the area. The IFA value of 0.68 along the Mexican Pacific indicates that it has a high structural complexity, due to the shape of the Pocillopora corals that are key to the permanence of the reefs in the area.
Corales, Pocillopora, Índice de función arrecifal, Pacífico mexicano Corals, Pocillopora, mexican Pacific, Reef Functional Index BIOLOGÍA Y QUÍMICA CIENCIAS DE LA VIDA OTRAS ESPECIALIDADES DE LA BIOLOGÍA OTRAS OTRAS
ANAID MEZA VILLEZCAS (2019, [Artículo])
Vibrio cholerae is an important human pathogen causing intestinal disease with a high incidence in developing countries. V. cholerae can switch between planktonic and biofilm lifestyles. Biofilm formation is determinant for transmission, virulence and antibiotic resistance. Due to the enhanced antibiotic resistance observed by bacterial pathogens, antimicrobial nanomaterials have been used to combat infections by stopping bacterial growth and preventing biofilm formation. In this study, the effect of the nanocomposites zeolite-embedded silver (Ag), copper (Cu), or zinc (Zn) nanoparticles (NPs) was evaluated in V. cholerae planktonic cells, and in two biofilm states: pellicle biofilm (PB), formed between air-liquid interphase, and surface-attached biofilm (SB), formed at solid-liquid interfaces. Each nanocomposite type had a distinctive antimicrobial effect altering each V. cholerae lifestyles differently. The ZEO-AgNPs nanocomposite inhibited PB formation at 4 μg/ml, and prevented SB formation and eliminated planktonic cells at 8 μg/ml. In contrast, the nanocomposites ZEO-CuNPs and ZEO-ZnNPs affect V. cholerae viability but did not completely avoid bacterial growth. At transcriptional level, depending on the nanoparticles and biofilm type, nanocomposites modified the relative expression of the vpsL, rbmA and bap1, genes involved in biofilm formation. Furthermore, the relative abundance of the outer membrane proteins OmpT, OmpU, OmpA and OmpW also differs among treatments in PB and SB. This work provides a basis for further study of the nanomaterials effect at structural, genetic and proteomic levels to understand the response mechanisms of V. cholerae against metallic nanoparticles. © 2019 Meza-Villezcas et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
bacterial protein, copper nanoparticle, nanocomposite, OmpT protein, OmpU protein, OmpW protein, outer membrane protein A, silver nanoparticle, unclassified drug, zeolite, zinc nanoparticle, antiinfective agent, copper, metal nanoparticle, nanocompos BIOLOGÍA Y QUÍMICA CIENCIAS DE LA VIDA MICROBIOLOGÍA MICROBIOLOGÍA
Alexander Lichius (2012, [Artículo])
A key multiprotein complex involved in regulating the actin cytoskeleton and secretory machinery required for polarized growth in fungi, is the polarisome. Recognized core constituents in budding yeast are the proteins Spa2, Pea2, Aip3/Bud6, and the key effector Bni1. Multicellular fungi display a more complex polarized morphogenesis than yeasts, suggesting that the filamentous fungal polarisome might fulfill additional functions. In this study, we compared the subcellular organization and dynamics of the putative polarisome components BUD-6 and BNI-1 with those of the bona fide polarisome marker SPA-2 at various developmental stages of Neurospora crassa. All three proteins exhibited a yeast-like polarisome configuration during polarized germ tube growth, cell fusion, septal pore plugging and tip repolarization. However, the localization patterns of all three proteins showed spatiotemporally distinct characteristics during the establishment of new polar axes, septum formation and cytokinesis, and maintained hyphal tip growth. Most notably, in vegetative hyphal tips BUD-6 accumulated as a subapical cloud excluded from the Spitzenkörper (Spk), whereas BNI-1 and SPA-2 partially colocalized with the Spk and the tip apex. Novel roles during septal plugging and cytokinesis, connected to the reinitiation of tip growth upon physical injury and conidial maturation, were identified for BUD-6 and BNI-1, respectively. Phenotypic analyses of gene deletion mutants revealed additional functions for BUD-6 and BNI-1 in cell fusion regulation, and the maintenance of Spk integrity. Considered together, our findings reveal novel polarisome-independent functions of BUD-6 and BNI-1 in Neurospora, but also suggest that all three proteins cooperate at plugged septal pores, and their complex arrangement within the apical dome of mature hypha might represent a novel aspect of filamentous fungal polarisome architecture. © 2012 Lichius et al.
fungal protein, protein BNI 1, protein BUD 6, protein SPA 2, protein Spk, unclassified drug, actin binding protein, cytoskeleton protein, fungal protein, article, cell fusion, cellular distribution, comparative study, conidium, controlled study, cyto BIOLOGÍA Y QUÍMICA CIENCIAS DE LA VIDA MICROBIOLOGÍA MICROBIOLOGÍA
David Israel Flores Granados (2014, [Artículo])
The automatic identification of catalytic residues still remains an important challenge in structural bioinformatics. Sequence-based methods are good alternatives when the query shares a high percentage of identity with a well-annotated enzyme. However, when the homology is not apparent, which occurs with many structures from the structural genome initiative, structural information should be exploited. A local structural comparison is preferred to a global structural comparison when predicting functional residues. CMASA is a recently proposed method for predicting catalytic residues based on a local structure comparison. The method achieves high accuracy and a high value for the Matthews correlation coefficient. However, point substitutions or a lack of relevant data strongly affect the performance of the method. In the present study, we propose a simple extension to the CMASA method to overcome this difficulty. Extensive computational experiments are shown as proof of concept instances, as well as for a few real cases. The results show that the extension performs well when the catalytic site contains mutated residues or when some residues are missing. The proposed modification could correctly predict the catalytic residues of a mutant thymidylate synthase, 1EVF. It also successfully predicted the catalytic residues for 3HRC despite the lack of information for a relevant side chain atom in the PDB file. © 2014 Flores et al.
1UU9 protein, 3HRC protein, protein, thymidylate synthase, unclassified drug, protein kinase, thymidylate synthase, accuracy, algorithm, Article, CMASA, CMASA Substitution Matrix, Contact Matrix Average Deviation, controlled study, correlation coeffi CIENCIAS FÍSICO MATEMÁTICAS Y CIENCIAS DE LA TIERRA MATEMÁTICAS ANÁLISIS NUMÉRICO ANÁLISIS NUMÉRICO
Molecular modeling simulation studies reveal new potential inhibitors against HPV E6 protein
Joel Ricci-Lopez (2019, [Artículo])
High-risk strains of human papillomavirus (HPV) have been identified as the etiologic agent of some anogenital tract, head, and neck cancers. Although prophylactic HPV vaccines have been approved; it is still necessary a drug-based treatment against the infection and its oncogenic effects. The E6 oncoprotein is one of the most studied therapeutic targets of HPV, it has been identified as a key factor in cell immortalization and tumor progression in HPV-positive cells. E6 can promote the degradation of p53, a tumor suppressor protein, through the interaction with the cellular ubiquitin ligase E6AP. Therefore, preventing the formation of the E6-E6AP complex is one of the main strategies to inhibit the viability and proliferation of infected cells. Herein, we propose an in silico pipeline to identify small-molecule inhibitors of the E6-E6AP interaction. Virtual screening was carried out by predicting the ADME properties of the molecules and performing ensemble-based docking simulations to E6 protein followed by binding free energy estimation through MM/PB(GB)SA methods. Finally, the top-three compounds were selected, and their stability in the E6 docked complex and their effect in the inhibition of the E6-E6AP interaction was corroborated by molecular dynamics simulation. Therefore, this pipeline and the identified molecules represent a new starting point in the development of anti-HPV drugs. © 2019 Ricci-López et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
ligand, luteolin, protein E6, protein inhibitor, ubiquitin protein ligase, ubiquitin protein ligase E6AP, unclassified drug, antivirus agent, DNA binding protein, E6 protein, Human papillomavirus type 18, oncoprotein, protein binding, protein p53, TP CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA
CYNTHIA LIZZETH ARAUJO PALOMARES (2011, [Artículo])
Rho-type GTPases are key regulators that control eukaryotic cell polarity, but their role in fungal morphogenesis is only beginning to emerge. In this study, we investigate the role of the CDC-42 - RAC - CDC-24 module in Neurospora crassa. rac and cdc-42 deletion mutants are viable, but generate highly compact colonies with severe morphological defects. Double mutants carrying conditional and loss of function alleles of rac and cdc-42 are lethal, indicating that both GTPases share at least one common essential function. The defects of the GTPase mutants are phenocopied by deletion and conditional alleles of the guanine exchange factor (GEF) cdc-24, and in vitro GDP-GTP exchange assays identify CDC-24 as specific GEF for both CDC-42 and RAC. In vivo confocal microscopy shows that this module is organized as membrane-associated cap that covers the hyphal apex. However, the specific localization patterns of the three proteins are distinct, indicating different functions of RAC and CDC-42 within the hyphal tip. CDC-42 localized as confined apical membrane-associated crescent, while RAC labeled a membrane-associated ring excluding the region labeled by CDC42. The GEF CDC-24 occupied a strategic position, localizing as broad apical membrane-associated crescent and in the apical cytosol excluding the Spitzenkörper. RAC and CDC-42 also display distinct localization patterns during branch initiation and germ tube formation, with CDC-42 accumulating at the plasma membrane before RAC. Together with the distinct cellular defects of rac and cdc-42 mutants, these localizations suggest that CDC-42 is more important for polarity establishment, while the primary function of RAC may be maintaining polarity. In summary, this study identifies CDC-24 as essential regulator for RAC and CDC-42 that have common and distinct functions during polarity establishment and maintenance of cell polarity in N. crassa. © 2011 Araujo-Palomares et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
CDC24 protein, guanine nucleotide exchange factor, protein Cdc42, Rac protein, unclassified drug, cell cycle protein, fungal protein, membrane protein, multiprotein complex, protein Cdc42, Rac protein, allele, apical membrane, article, assay, cell me BIOLOGÍA Y QUÍMICA CIENCIAS DE LA VIDA MICROBIOLOGÍA MICROBIOLOGÍA
Oscar Juárez (2019, [Artículo])
White bodies (WB), multilobulated soft tissue that wraps the optic tracts and optic lobes, have been considered the hematopoietic organ of the cephalopods. Its glandular appearance and its lobular morphology suggest that different parts of the WB may perform different functions, but a detailed functional analysis of the octopus WB is lacking. The aim of this study is to describe the transcriptomic profile of WB to better understand its functions, with emphasis on the difference between sexes during reproductive events. Then, validation via qPCR was performed using different tissues to find out tissue-specific transcripts. High differentiation in signaling pathways was observed in the comparison of female and male transcriptomic profiles. For instance, the expression of genes involved in the androgen receptor-signaling pathway were detected only in males, whereas estrogen receptor showed higher expression in females. Highly expressed genes in males enriched oxidation-reduction and apoptotic processes, which are related to the immune response. On the other hand, expression of genes involved in replicative senescence and the response to cortisol were only detected in females. Moreover, the transcripts with higher expression in females enriched a wide variety of signaling pathways mediated by molecules like neuropeptides, integrins, MAPKs and receptors like TNF and Toll-like. In addition, these putative neuropeptide transcripts, showed higher expression in females’ WB and were not detected in other analyzed tissues. These results suggest that the differentiation in signaling pathways in white bodies of O. maya influences the physiological dimorphism between females and males during the reproductive phase. © 2019 Juárez et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
androgen receptor, integrin, mitogen activated protein kinase, neuropeptide, transcriptome, tumor necrosis factor, argonaute protein, corticotropin releasing factor receptor, corticotropin releasing factor receptor 2, DEAD box protein, estradiol 17be BIOLOGÍA Y QUÍMICA CIENCIAS DE LA VIDA BIOLOGÍA ANIMAL (ZOOLOGÍA) BIOLOGÍA ANIMAL (ZOOLOGÍA)
ELIANA VALENCIA LOZANO LISSET HERRERA ISIDRON Osiel Salvador Recoder-Meléndez Aarón Barraza Celis JOSE LUIS CABRERA PONCE (2022, [Artículo])
"Potato microtuber (MT) development through in vitro techniques are ideal propagules for producing high quality potato plants. MT formation is influenced by several factors, i.e., photoperiod, sucrose, hormones, and osmotic stress. We have previously developed a protocol of MT induction in medium with sucrose (8% w/v), gelrite (6g/L), and 2iP as cytokinin under darkness. To understand the molecular mechanisms involved, we performed a transcriptome-wide analysis. Here we show that 1715 up- and 1624 down-regulated genes were involved in this biological process. Through the protein–protein interaction (PPI) network analyses performed in the STRING database (v11.5), we found 299 genes tightly associated in 14 clusters. Two major clusters of up-regulated proteins fundamental for life growth and development were found: 29 ribosomal proteins (RPs) interacting with 6 PEBP family members and 117 cell cycle (CC) proteins. The PPI network of up-regulated transcription factors (TFs) revealed that at least six TFs–MYB43, TSF, bZIP27, bZIP43, HAT4 and WOX9–may be involved during MTs development. The PPI network of down-regulated genes revealed a cluster of 83 proteins involved in light and photosynthesis, 110 in response to hormone, 74 in hormone mediate signaling pathway and 22 related to aging."
transcriptome-wide analysis, microtubers, potato, Solanum tuberosum, darkness, cell cycle, ribosomal proteins, PEBP family genes, cytokinin BIOLOGÍA Y QUÍMICA CIENCIAS DE LA VIDA GENÉTICA GENÉTICA MOLECULAR DE PLANTAS GENÉTICA MOLECULAR DE PLANTAS
JAZMIN DELGADO AVILEZ (2023, [Tesis de maestría])
El bisfenol A (BPA), es un contaminante de origen industrial presente en efluentes y
aguas naturales, que representa un alto riesgo para el entorno ambiental y para la salud humana debido a su inherente toxicidad y su limitada capacidad de degradación. En este contexto, los sensores electroquímicos, generalmente basados en electrodos de carbono, son herramientas fundamentales con el propósito de detectar y cuantificar esta molécula. Sin embargo, estos dispositivos enfrentan desafíos sustanciales derivados de la inactivación electroquímica, un fenómeno atribuido a la formación de una capa aislante o polimerización durante el proceso de detección. La descripción de los mecanismos de reacción BPA/superficie del electrodo puede ser útil para identificar los sitios activos y contribuir a la elucidación del proceso de polimerización.
En esta investigación, se implementó un estudio teórico mediante Teoría de Funcionales de la Densidad (DFT) con el propósito de analizar con profundidad las interacciones entre el BPA en sus diversos estados de oxidación: oxidada (O), reducida (R) y monoprotonada (r*) y materiales de carbono. A tal efecto, se empleó el grafeno funcionalizado (plano basal, borde tipo silla y zigzag) como modelo representativo de la superficie del electrodo. Finalmente se evalúan las posibilidades de la dimerización del BPA o polimerización sobre varios grupos funcionales. El objetivo principal radica en la detección de grupos funcionales específicos que puedan inducir procesos secundarios, los cuales actúan como obstáculos para la eficaz detección electroquímica del BPA. La información resultante se instituye como un recurso valioso con miras al diseño y la optimización de sensores electroquímicos con un desempeño más robusto y sofisticado.
A continuación, se detalla la sinopsis general de este trabajo describiendo cada capítulo y las etapas involucradas en el estudio del modelo teórico de DFT para el sistema de reacción BPA/superficie del electrodo.
Capítulo 1. Estado del arte tanto de los usos industriales como las implicaciones
ambientales asociadas al Bisfenol A. Una de las problemáticas que se destacan es la necesidad de una detección precisa de esta molécula mediante sensores electroquímicos cuya limitación es la inactivación que presentan. También se describe la justificación del trabajo, así como el uso del modelo computacional, además de los objetivos y la hipótesis del mismo.
Capítulo 2. Descripción de los fundamentos teóricos basados en primeros principios, de la Teoría de Funcionales de la Densidad (DFT), con un enfoque especial en las aproximaciones para desarrollar modelos representativos que optimicen el tiempo de cálculo. Además, se detallan las características de la estructura y la superficie de los materiales de carbono considerados en el proceso de modelado.
Capítulo 3. Detalle del proceso de construcción del modelo de superficie para el estudio de las interacciones BPA/superficie del electrodo, donde se empleó el modelo del plano basal,así como los bordes tipo silla y zigzag del grafeno, con funcionalizaciones que incluyen COOH, OH, éter, epóxido, cetona y terminaciones de hidrógeno.
Bisphenol A (BPA) is a contaminant of industrial origin present in effluents and natural waters. It represents a high environmental and human health risk due to its inherent toxicity and limited degradation capacity. In this context, electrochemical sensors, generally based on carbon electrodes, are fundamental to detecting and quantifying this molecule. However, these devices face substantial challenges from electrochemical inactivation, a phenomenon attributed to forming an insulating layer or polymerization during the sensing process. The description of the BPA/electrode surface reaction mechanisms can be helpful to identify the active sites and contribute to the elucidation of the polymerization process.
In this research, a theoretical study was implemented using Density Functional Theory (DFT) to analyze in depth the interactions between BPA in its various oxidation states: oxidized (O), reduced (R), and monoprotonated (r*) and carbon materials. For this purpose, functionalized graphene (basal plane, saddle edge, and zigzag) was used as a representative model of the electrode surface. Finally, the possibilities of BPA dimerization or polymerization on various functional groups are evaluated. The main objective is detecting specific functional groups that can induce secondary processes, which act as obstacles to the effective electrochemical detection of BPA. The resulting information is a valuable resource for designing and optimizing electrochemical sensors with more robust and sophisticated performance.
The general synopsis of this work is detailed below, describing each chapter and the
stages involved in the study of the theoretical DFT model for the BPA/electrode surface reaction system.
Chapter 1. State of the art of industrial uses and the environmental implications associated with Bisphenol A. One of the problems that stands out is the need for precise detection of this molecule using electrochemical sensors, whose limitation is the inactivation they present. The justification of the work is also described, as well as the use of the computational model, in addition to its objectives and hypothesis.
Chapter 2. Description of the theoretical foundations based on first principles of Density Functional Theory (DFT), focusing on approaches to develop representative models that optimize calculation time. Additionally, the structure and surface characteristics of the carbon materials considered in the modeling process are detailed.
Chapter 3. Detail of the construction process of the surface model for the study of BPA/electrode surface interactions, where the basal plane model was used, as well as the chair- type and zigzag edges of graphene, with functionalizations that include COOH, OH, ether, epoxide, ketone, and hydrogen endings.
INGENIERÍA Y TECNOLOGÍA CIENCIAS TECNOLÓGICAS Oxidación de fenoles, Teoría de funcionales de la densidad (DFT), electrodos de carbono, desactivación electroquímica, Bisfenol A (BPA). Phenol oxidation, Density Functional Theory (DFT), carbon electrodes, electrochemical deactivation, Bisphenol A (BPA).
DANIEL BADILLO ZAPATA (2014, [Artículo])
This is second part from an experiment where the nitrogen retention of poultry by-product meal (PBM) compared to fishmeal (FM) was evaluated using traditional indices. Here a quantitative method using stable isotope ratios of nitrogen (δ15N values) as natural tracers of nitrogen incorporation into fish biomass is assessed. Juvenile rainbow trout (Oncorhynchus mykiss) were fed for 80 days on isotopically distinct diets in which 0, 33, 66 and 100% of FM as main protein source was replaced by PBM. The diets were isonitrogenous, isolipidic and similar in gross energy content. Fish in all treatments reached isotopic equilibrium by the end of the experiment. Two-source isotope mixing models that incorporated the isotopic composition of FM and PBM as well as that of formulated feeds, empirically derived trophic discrimination factors and the isotopic composition of fish that had reached isotopic equilibrium to the diets were used to obtain a quantitative estimate of the retention of each source of nitrogen. Fish fed the diets with 33 and 66% replacement of FM by PBM retained poultry by-product meal roughly in proportion to its level of inclusion in the diets, whereas no differences were detected in the protein efficiency ratio. Coupled with the similar biomass gain of fishes fed the different diets, our results support the inclusion of PBM as replacement for fishmeal in aquaculture feeds. A re-feeding experiment in which all fish were fed a diet of 100% FM for 28 days indicated isotopic turnover occurred very fast, providing further support for the potential of isotopic ratios as tracers of the retention of specific protein sources into fish tissues. Stable isotope analysis is a useful tool for studies that seek to obtain quantitative estimates of the retention of different protein sources. © 2014 Badillo et al.
nitrogen 15, nitrogen, protein intake, animal behavior, animal experiment, animal food, animal tissue, aquaculture, Article, biomass, controlled study, energy metabolism, food composition, juvenile animal, nonhuman, poultry by product meal, protein a CIENCIAS FÍSICO MATEMÁTICAS Y CIENCIAS DE LA TIERRA CIENCIAS DE LA TIERRA Y DEL ESPACIO OCEANOGRAFÍA OCEANOGRAFÍA