922 resultados para Elements, Elettrofisiologia, Acquisizione Real Time, Analisi Real Time, High Throughput Data


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An efficient high-resolution (HR) three-dimensional (3D) seismic reflection system for small-scale targets in lacustrine settings was developed. In Lake Geneva, near the city of Lausanne, Switzerland, the offshore extension of a complex fault zone well mapped on land was chosen for testing our system. A preliminary two-dimensional seismic survey indicated structures that include a thin (<40 m) layer of subhorizontal Quaternary sediments that unconformably overlie south-east-dipping Tertiary Molasse beds and a major fault zone (Paudeze Fault Zone) that separates Plateau and Subalpine Molasse (SM) units. A 3D survey was conducted over this test site using a newly developed three-streamer system. It provided high-quality data with a penetration to depths of 300 m below the water bottom of non-aliased signal for dips up to 30degrees and with a maximum vertical resolution of 1.1 m. The data were subjected to a conventional 3D processing sequence that included post-stack time migration. Tests with 3D pre-stack depth migration showed that such techniques can be applied to HR seismic surveys. Delineation of several horizons and fault surfaces reveals the potential for small-scale geologic and tectonic interpretation in three dimensions. Five major seismic facies and their detailed 3D geometries can be distinguished. Three fault surfaces and the top of a molasse surface were mapped in 3D. Analysis of the geometry of these surfaces and their relative orientation suggests that pre-existing structures within the Plateau Molasse (PM) unit influenced later faulting between the Plateau and SM. In particular, a change in strike of the PM bed dip may indicate a fold formed by a regional stress regime, the orientation of which was different from the one responsible for the creation of the Paudeze Fault Zone. This structure might have later influenced the local stress regime and caused the curved shape of the Paudeze Fault in our surveyed area.

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Ground-penetrating radar (GPR) has the potential to provide valuable information on hydrological properties of the vadose zone because of their strong sensitivity to soil water content. In particular, recent evidence has suggested that the stochastic inversion of crosshole GPR data within a coupled geophysical-hydrological framework may allow for effective estimation of subsurface van-Genuchten-Mualem (VGM) parameters and their corresponding uncertainties. An important and still unresolved issue, however, is how to best integrate GPR data into a stochastic inversion in order to estimate the VGM parameters and their uncertainties, thus improving hydrological predictions. Recognizing the importance of this issue, the aim of the research presented in this thesis was to first introduce a fully Bayesian inversion called Markov-chain-Monte-carlo (MCMC) strategy to perform the stochastic inversion of steady-state GPR data to estimate the VGM parameters and their uncertainties. Within this study, the choice of the prior parameter probability distributions from which potential model configurations are drawn and tested against observed data was also investigated. Analysis of both synthetic and field data collected at the Eggborough (UK) site indicates that the geophysical data alone contain valuable information regarding the VGM parameters. However, significantly better results are obtained when these data are combined with a realistic, informative prior. A subsequent study explore in detail the dynamic infiltration case, specifically to what extent time-lapse ZOP GPR data, collected during a forced infiltration experiment at the Arrenaes field site (Denmark), can help to quantify VGM parameters and their uncertainties using the MCMC inversion strategy. The findings indicate that the stochastic inversion of time-lapse GPR data does indeed allow for a substantial refinement in the inferred posterior VGM parameter distributions. In turn, this significantly improves knowledge of the hydraulic properties, which are required to predict hydraulic behaviour. Finally, another aspect that needed to be addressed involved the comparison of time-lapse GPR data collected under different infiltration conditions (i.e., natural loading and forced infiltration conditions) to estimate the VGM parameters using the MCMC inversion strategy. The results show that for the synthetic example, considering data collected during a forced infiltration test helps to better refine soil hydraulic properties compared to data collected under natural infiltration conditions. When investigating data collected at the Arrenaes field site, further complications arised due to model error and showed the importance of also including a rigorous analysis of the propagation of model error with time and depth when considering time-lapse data. Although the efforts in this thesis were focused on GPR data, the corresponding findings are likely to have general applicability to other types of geophysical data and field environments. Moreover, the obtained results allow to have confidence for future developments in integration of geophysical data with stochastic inversions to improve the characterization of the unsaturated zone but also reveal important issues linked with stochastic inversions, namely model errors, that should definitely be addressed in future research.

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El projecte ha tingut com a objectiu principal abordar la instrumentalització política de la immigració per part de partits polítics de nova extrema dreta. Aquest fenomen, que ha adquirit una gran rellevància a gran part dels països europeus, està adquirint una creixent rellevància en els casos britànic i català a partir de, entre altres coses, l'emergència electoral dels partits Plataforma per Catalunya i British National Party. En aquest sentit, el projecte ha tractat de desenvolupar una recerca que produís un conjunt de dades i coneixements que permetessin abordar de forma fonamentada un fenomen “nou” en el context català i que, fins al moment, ha rebut escassa atenció per part del món acadèmic. Dins d’aquest objectiu cal destacar el fet que la àmplia experiència de l’equip investigador britànic en l’anàlisi de la nova extrema dreta ha permès que els investigadors catalans poguessin desenvolupar la seva recerca recolzant-se i dialogant en la seva contrapart britànica. Els resultats de la recerca són certament novedosos i representaran una important contribució al coneixement d’aquest fenomen. Així, en el marc de la recerca s’han desenvolupat una sèrie d’entrevistes a membres i a votants de PxC, així com una enquesta a votants i una anàlisi agregada sobre el vot al partit. En aquest sentit, cal destacar que és la primera vegada que s’aconsegueixen aquest tipus de dades. Un fet que està fent, i farà, que la seva explotació i divulgació adquireixi una gran rellevància tant en el món acadèmic com en el de les administracions públiques. Finalment, convé ressaltar que el projecte també ha servit per consolidar la relació entre els equips d’investigació britànic i català i per impulsar la inserció de l’equip català en les xarxes europees d’investigació sobre aquesta matèria.

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C4-dicarboxylates are one of the preferred carbon and energy sources for the growth of P. aeruginosa, a ubiquitous and metabolically versatile bacterium. However, despite their importance, C4-dicarboxylates sensing and uptake systems were poorly understood in P. aeruginosa and only little information was available in the literature. In our work, the C4-dicarboxylate transport (Dct) system in P. aeruginosa was found to be composed of a novel two-component system, called DctB/DctD, regulating together with the sigma factor RpoN the expression of two newly identified C4-dicarboxylate transporters: DctA and DctPQM. Inactivation of the dct A, dctB or dctD gene caused a growth defect of the strain in minimal media supplemented with succinate, fumarate or malate, indicating their major role in Dct. However, residual growth of the dctA mutant in these media suggested the presence of redundant C4-dicarboxylate transporter(s). Tn5 insertion mutagenesis of the kdctA mutant, combined with a screening for growth on succinate, led to the identification of a second Dct system, the DctPQM transporter, belonging to the tripartite ATP-independent periplasmic (TRAP) family of carriers. AdctAAdctPQM double mutant showed no growth on malate and fumarate albeit residual growth on succinate suggested that additional transporters for succinate are present. Competition experiments demonstrated that the DctPQM carrier was more efficient than the DctA carrier for the utilization of succinate at μΜ concentrations, whereas DctA was the major transporter at mM concentrations. For the first time, high- and low-affinity uptake systems for succinate (DctA and DctPQM) are reported to function co-ordinately to transport C4- dicarboxylates. Most probably, the presence of redundant uptake systems contributes to the versatility of this bacterium. Next, the regulation of the Dct system was investigated. While performing a parallel study about the carbon catabolite repression (CCR) phenomenon in P. aeruginosa, a link between the CCR cascade (CbrAB/CrcZ/Crc) and the Dct system was observed. Crc is a translational repressor acting when preferred carbon sources (like C4-dicarboxylates) are present. CrcZ is a small RNA acting as a functional antagonist of Crc and induced by the CbrA/CbrB two-component system when non preferred carbon sources (like mannitol) are utilized. Novel targets of the CbrAB/CrcZ/Crc system in P. aeruginosa were identified using transcriptome analysis; among them dctA and dctPQM were detected. CCR is regulating the dct transporter genes expression depending on the succinate concentrations in the medium of growth; this modulation of CCR is possible because, at the same time, succinate concentrations tune CCR. In a medium containing high succinate concentrations, CrcZ levels were low and therefore Crc inhibited the translation of mRNA targets. Whereas in a medium containing low succinate concentrations, the subsequent increase of CrcZ levels sequestered Crc, inhibiting its activity. This model shows for the first time that CCR possesses a feedback-based circuitry, a very important type of regulatory loop that confers the best adaptive response under changing environmental conditions. The expression of the dct transporter genes is also found to be regulated by the RNA chaperone protein Hfq. Hfq has the same post-transcriptional effect than Crc at high concentration of succinate, i.e. inhibiting dctP and dctR and indirectly favouring dctA expression. Moreover, an additional indirect positive regulation of dctP expression by Hfq was found. Finally, a metabolome approach was performed to investigate the internal signals modulating CCR via induction of CbrA activity in P. aeruginosa PAOl and P. putida KT2442. The results of the analysis are currently under study in the laboratory. - Les acides C4-dicarboxyliques font partie des sources de carbone et d'énergie préférés de P. aeruginosa, une bactérie versatile et ubiquitaire. Néanmoins, malgré leur importance, comment la présence des acides C4-dicarboxyliques dans le milieu est sentie par la bactérie et comment ils sont transportés dans la cellule chez P. aeruginosa n'étaient pas connus. De plus, peu d'informations sur ces procédés ont été répertoriées dans la littérature. Grace à notre travail, le système de transport des acides C4-dicarboxyliques (Dct) chez P. aeruginosa a pu être caractérisé. En effet, il est composé d'un nouveau système à deux composants, nommé DctB/DctD, qui régule, en combinaison avec le facteur sigma alternatif RpoN, l'expression des deux nouveaux transporteurs des acides C4-dicarboxyliques: DctA et DctPQM. L'inactivation des gènes dctA, dctB or dctD cause un défaut de croissance des souches mutantes dans un milieu minimum contenant du succinate, fumarate ou malate; confirmation de leur rôle dans le Dct. Cependant, une croissance résiduelle du mutant dctA dans ces milieux suggérerait une redondance des transporteurs d'acides Grdicarboxyliques. Une expérience de mutagenèse dans la souche AdctA, utilisant le transposon Tn5, combiné avec un criblage génétique sur la croissance dans le succinate, nous a permis d'identifier le deuxième transporteur DctPQM. DctPQM appartient à la famille des transporteurs TRAP (tripartite ATP-independent periplasmic). Un double mutant AdctAAdctPQM ne pousse pas dans du malate ou fumarate mais par contre présente une croissance résiduelle dans le succinate suggérant l'existence de transporteurs supplémentaires pour le succinate. En réalisant des expériences de compétitions nous avons démontré que le transporteur DctPQM est plus efficace que le transporteur DctA pour l'utilisation de succinate à une concentration de l'ordre du μΜ. Par contre, DctA est le transporteur le plus important pour une concentration de succinate de l'ordre du raM. Pour la première fois, deux systèmes de transport, un avec une forte- et un avec une faible-affinité (DctA et DctPQM) pour le succinate, sont coordonnés dans leur activité de transport des acides C4- dicarboxyliques, probablement contribuant à la versatilité de la bactérie. Ensuite, nous avons étudié la régulation du system Dct. En effectuant, en parallèle, une étude sur le phénomène de la répression catabolique (RC) chez P. aeruginosa, un lien entre la RC et le système Dct a été observé. La cascade des régulateurs formant la RC est composée de CbrA/CbrB, CrcZ et Crc. Crc est un répresseur traductionnel qui agit quand des sources de carbone préférées (comme les acides C4-dicarboxyliques) sont présentes dans le milieu. CrcZ est un petit ARN non-codant qui agit comme antagoniste de Crc. L'expression de CrcZ est induite par le système à deux composants CbrA/CbrB lorsque une source de carbone non-préférée est utilisée (comme le mannitol). Des nouvelles cibles du système CbrAB/CrcZ/Crc chez P. aeruginosa ont été identifiées grâce à une analyse du transcriptome des souches mutantes des régulateurs de la cascade. Parmi les cibles identifiées, les gènes dctA et dctPQM étaient présents. La RC régule l'expression des transporteurs dct en fonction de la concentration de succinate dans le milieu de croissance. Cette régulation est possible parce que, en même temps, les acides C4- dicarboxyliques régulent la RC. Dans un milieu contenant une grande concentration du succinate, le niveau d'expression de CrcZ est faible, donc Crc peut inhiber l'expression de ces ARN messagers cibles. Par contre, dans un milieu avec une faible concentration de succinate, l'augmentation de l'expression de CrcZ titre Crc et inhibe son activité. Ce modèle de régulation rétroactive est très important pour le phénomène de la RC, parce qu'il permet à la bactérie d'accorder une meilleure réponse à un changement environnemental. L'expression des gènes codant pour les transporteurs dct sont aussi régulés par la protéine chaperonne d'ARN Hfq. Hfq semble avoir le même effet traductionnelle que Crc, lorsqu'il y a une forte concentration de succinate. Nous avons ainsi observé une régulation négative de l'expression du gène dct Ρ et dctR, qui code pour un répresseur de la transcription de dctA. Nous avons aussi observé une régulation positive de la transcription de dctP par Hfq, probablement de façon indirecte. Enfin, une analyse du metabolome a était utilisée pour chercher les signaux internes modulant la RC et, en particulier, l'activité de la protéine senseur CbrA chez P. aeruginosa PAOl et P. putida KT2442. Les résultats de l'analyse sont en cours d'étude dans le laboratoire.

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Mathematical methods combined with measurements of single-cell dynamics provide a means to reconstruct intracellular processes that are only partly or indirectly accessible experimentally. To obtain reliable reconstructions, the pooling of measurements from several cells of a clonal population is mandatory. However, cell-to-cell variability originating from diverse sources poses computational challenges for such process reconstruction. We introduce a scalable Bayesian inference framework that properly accounts for population heterogeneity. The method allows inference of inaccessible molecular states and kinetic parameters; computation of Bayes factors for model selection; and dissection of intrinsic, extrinsic and technical noise. We show how additional single-cell readouts such as morphological features can be included in the analysis. We use the method to reconstruct the expression dynamics of a gene under an inducible promoter in yeast from time-lapse microscopy data.

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AbstractOBJECTIVETo report the nurse's experience of inclusion in interdisciplinary clinical study about technological innovation, involving people with spinal cord injury.METHODDescriptive experience report. The empirical support was based on notes about perspectives and practice of clinical research, with a multi-professional nursing, physical education, physiotherapy and engineering staff.RESULTThe qualification includes the elaboration of the document for the Ethics Committee, familiarization among the members of staff and with the studied topic, and also an immersion into English. The nurse's knowledge gave support to the uptake of participants and time adequacy for data collection, preparation and assistance of the participants during the intervention and after collection. Nursing theories and processes have contributed to reveal risky diagnoses and the plan of care. It was the nurse's role to monitor the risk of overlapping methodological strictness to the human aspect. The skills for the clinical research must be the object of learning, including students in multidisciplinary researches.CONCLUSIONTo qualify the nurse for clinical research and to potentialize its caregiver essence, some changes are needed in the educational system, professional behavior, attitude and educational assistance.

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The molecular diagnosis of retinal dystrophies (RD) is difficult because of genetic and clinical heterogeneity. Previously, the molecular screening of genes was done one by one, sometimes in a scheme based on the frequency of sequence variants and the number of exons/length of the candidate genes. Payment for these procedures was complicated and the sequential billing of several genes created endless paperwork. We therefore evaluated the costs of generating and sequencing a hybridization-based DNA library enriched for the 64 most frequently mutated genes in RD, called IROme, and compared them to the costs of amplifying and sequencing these genes by the Sanger method. The production cost generated by the high-throughput (HT) sequencing of IROme was established at CHF 2,875.75 per case. Sanger sequencing of the same exons cost CHF 69,399.02. Turnaround time of the analysis was 3 days for IROme. For Sanger sequencing, it could only be estimated, as we never sequenced all 64 genes in one single patient. Sale cost for IROme calculated on the basis of the sale cost of one exon by Sanger sequencing is CHF 8,445.88, which corresponds to the sale price of 40 exons. In conclusion, IROme is cheaper and faster than Sanger sequencing and therefore represents a sound approach for the diagnosis of RD, both scientifically and economically. As a drop in the costs of HT sequencing is anticipated, target resequencing might become the new gold standard in the molecular diagnosis of RD.

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For the standard kernel density estimate, it is known that one can tune the bandwidth such that the expected L1 error is within a constant factor of the optimal L1 error (obtained when one is allowed to choose the bandwidth with knowledge of the density). In this paper, we pose the same problem for variable bandwidth kernel estimates where the bandwidths are allowed to depend upon the location. We show in particular that for positive kernels on the real line, for any data-based bandwidth, there exists a densityfor which the ratio of expected L1 error over optimal L1 error tends to infinity. Thus, the problem of tuning the variable bandwidth in an optimal manner is ``too hard''. Moreover, from the class of counterexamples exhibited in the paper, it appears thatplacing conditions on the densities (monotonicity, convexity, smoothness) does not help.

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The mission of the Encyclopedia of DNA Elements (ENCODE) Project is to enable the scientific and medical communities to interpret the human genome sequence and apply it to understand human biology and improve health. The ENCODE Consortium is integrating multiple technologies and approaches in a collective effort to discover and define the functional elements encoded in the human genome, including genes, transcripts, and transcriptional regulatory regions, together with their attendant chromatin states and DNA methylation patterns. In the process, standards to ensure high-quality data have been implemented, and novel algorithms have been developed to facilitate analysis. Data and derived results are made available through a freely accessible database. Here we provide an overview of the project and the resources it is generating and illustrate the application of ENCODE data to interpret the human genome.

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A biplot, which is the multivariate generalization of the two-variable scatterplot, can be used to visualize the results of many multivariate techniques, especially those that are based on the singular value decomposition. We consider data sets consisting of continuous-scale measurements, their fuzzy coding and the biplots that visualize them, using a fuzzy version of multiple correspondence analysis. Of special interest is the way quality of fit of the biplot is measured, since it is well-known that regular (i.e., crisp) multiple correspondence analysis seriously under-estimates this measure. We show how the results of fuzzy multiple correspondence analysis can be defuzzified to obtain estimated values of the original data, and prove that this implies an orthogonal decomposition of variance. This permits a measure of fit to be calculated in the familiar form of a percentage of explained variance, which is directly comparable to the corresponding fit measure used in principal component analysis of the original data. The approach is motivated initially by its application to a simulated data set, showing how the fuzzy approach can lead to diagnosing nonlinear relationships, and finally it is applied to a real set of meteorological data.

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Con el examen conjunto de datos de seguimiento satelital de la flota pesquera y de marcaje electrónico de aves marinas, se analizan las interacciones entre la actividad pesquera y el forrajeo de las aves en periodo de reproducción. Se evidencia que las aves pueden mitigar la competencia con la pesca hasta cierto punto, forrajeando más lejos o quedándose más tiempo en el mar. Sin embargo, las aves en reproducción enfrentan a la vez un alto requerimiento energético para alimentar los pichones, y viajes de forrajeo limitados en distancia y tiempo por la necesidad de atender el nido. Para optimizar el éxito reproductivo de las aves marinas se recomienda: (1) Estimar, con la ayuda de modelos ecotróficos, qué cantidad de anchoveta sería conveniente ‘reservar’ para la alimentación de las aves; (2) Establecer zonas temporalmente cerradas a la pesca, alrededor de las principales colonias en los meses de reproducción de las aves. Los rangos máximos de forrajeo observados en guanayes y piqueros sugieren un radio de 50 a 100 km alrededor de las colonias, lo cual permitiría asegurar el forrajeo de estas especies en periodo de reproducción y así favorecer la sostenibilidad de sus poblaciones.

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BACKGROUND: Both induction chemotherapy followed by irradiation and concurrent chemotherapy and radiotherapy have been reported as valuable alternatives to total laryngectomy in patients with advanced larynx or hypopharynx cancer. We report results of the randomized phase 3 trial 24954 from the European Organization for Research and Treatment of Cancer. METHODS: Patients with resectable advanced squamous cell carcinoma of the larynx (tumor stage T3-T4) or hypopharynx (T2-T4), with regional lymph nodes in the neck staged as N0-N2 and with no metastasis, were randomly assigned to treatment in the sequential (or control) or the alternating (or experimental) arm. In the sequential arm, patients with a 50% or more reduction in primary tumor size after two cycles of cisplatin and 5-fluorouracil received another two cycles, followed by radiotherapy (70 Gy total). In the alternating arm, a total of four cycles of cisplatin and 5-fluorouracil (in weeks 1, 4, 7, and 10) were alternated with radiotherapy with 20 Gy during the three 2-week intervals between chemotherapy cycles (60 Gy total). All nonresponders underwent salvage surgery and postoperative radiotherapy. The Kaplan-Meier method was used to obtain time-to-event data. RESULTS: The 450 patients were randomly assigned to treatment (224 to the sequential arm and 226 to the alternating arm). Median follow-up was 6.5 years. Survival with a functional larynx was similar in sequential and alternating arms (hazard ratio of death and/or event = 0.85, 95% confidence interval = 0.68 to 1.06), as were median overall survival (4.4 and 5.1 years, respectively) and median progression-free interval (3.0 and 3.1 years, respectively). Grade 3 or 4 mucositis occurred in 64 (32%) of the 200 patients in the sequential arm who received radiotherapy and in 47 (21%) of the 220 patients in the alternating arm. Late severe edema and/or fibrosis was observed in 32 (16%) patients in the sequential arm and in 25 (11%) in the alternating arm. CONCLUSIONS: Larynx preservation, progression-free interval, and overall survival were similar in both arms, as were acute and late toxic effects.

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BACKGROUND: Finding genes that are differentially expressed between conditions is an integral part of understanding the molecular basis of phenotypic variation. In the past decades, DNA microarrays have been used extensively to quantify the abundance of mRNA corresponding to different genes, and more recently high-throughput sequencing of cDNA (RNA-seq) has emerged as a powerful competitor. As the cost of sequencing decreases, it is conceivable that the use of RNA-seq for differential expression analysis will increase rapidly. To exploit the possibilities and address the challenges posed by this relatively new type of data, a number of software packages have been developed especially for differential expression analysis of RNA-seq data. RESULTS: We conducted an extensive comparison of eleven methods for differential expression analysis of RNA-seq data. All methods are freely available within the R framework and take as input a matrix of counts, i.e. the number of reads mapping to each genomic feature of interest in each of a number of samples. We evaluate the methods based on both simulated data and real RNA-seq data. CONCLUSIONS: Very small sample sizes, which are still common in RNA-seq experiments, impose problems for all evaluated methods and any results obtained under such conditions should be interpreted with caution. For larger sample sizes, the methods combining a variance-stabilizing transformation with the 'limma' method for differential expression analysis perform well under many different conditions, as does the nonparametric SAMseq method.

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The work presented evaluates the statistical characteristics of regional bias and expected error in reconstructions of real positron emission tomography (PET) data of human brain fluoro-deoxiglucose (FDG) studies carried out by the maximum likelihood estimator (MLE) method with a robust stopping rule, and compares them with the results of filtered backprojection (FBP) reconstructions and with the method of sieves. The task of evaluating radioisotope uptake in regions-of-interest (ROIs) is investigated. An assessment of bias and variance in uptake measurements is carried out with simulated data. Then, by using three different transition matrices with different degrees of accuracy and a components of variance model for statistical analysis, it is shown that the characteristics obtained from real human FDG brain data are consistent with the results of the simulation studies.

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The probability for a halo coronal mass ejection (CME) to be geoeffective is assumed to be higher the closer the CME launch site is located to the solar central meridian. However, events far from the central meridian may produce severe geomagnetic storms, like the case in April 2000. In this work, we study the possible geoeffectiveness of full halo CMEs with the source region situated at solar limb. For this task, we select all limb full halo (LFH) CMEs that occurred during solar cycle 23, and we search for signatures of geoeffectiveness between 1 and 5 days after the first appearance of each CME in the LASCO C2 field of view. When signatures of geomagnetic activity are observed in the selected time window, interplanetary data are carefully analyzed in order to look for the cause of the geomagnetic disturbance. Finally, a possible association between geoeffective interplanetary signatures and every LFH CME in solar cycle 23 is checked in order to decide on the CME's geoeffectiveness. After a detailed analysis of solar, interplanetary, and geomagnetic data, we conclude that of the 25 investigated events, there are only four geoeffective LFH CMEs, all coming from the west limb. The geoeffectiveness of these events seems to be moderate, turning to intense in two of them as a result of cumulative effects from previous mass ejections. We conclude that ejections from solar locations close to the west limb should be considered in space weather, at least as sources of moderate disturbances.