Methods for Determining Frequency- and Region-Dependent Relationships Between Estimated LFPs and BOLD Responses in Humans

The relationship between electrophysiological and functional magnetic resonance imaging (fMRI) signals remains poorly understood. To date, studies have required invasive methods and have been limited to single functional regions and thus cannot account for possible variations across brain regions. Here we present a method that uses fMRI data and singe-trial electroencephalography (EEG) analyses to assess the spatial and spectral dependencies between the blood-oxygenation-level-dependent (BOLD) responses and the noninvasively estimated local field potentials (eLFPs) over a wide range of frequencies (0-256 Hz) throughout the entire brain volume. This method was applied in a study where human subjects completed separate fMRI and EEG sessions while performing a passive visual task. Intracranial LFPs were estimated from the scalp-recorded data using the ELECTRA source model. We compared statistical images from BOLD signals with statistical images of each frequency of the eLFPs. In agreement with previous studies in animals, we found a significant correspondence between LFP and BOLD statistical images in the gamma band (44-78 Hz) within primary visual cortices. In addition, significant correspondence was observed at low frequencies (<14 Hz) and also at very high frequencies (>100 Hz). Effects within extrastriate visual areas showed a different correspondence that not only included those frequency ranges observed in primary cortices but also additional frequencies. Results therefore suggest that the relationship between electrophysiological and hemodynamic signals thus might vary both as a function of frequency and anatomical region.

Regulation of P-selectin glycoprotein ligand 1 (PSGL-1) interactions with selectins : role of the decameric repeats and of the cytoplasmic domain

SUMMARY BACKGROUND: P-selectin glycoprotein ligand 1 (PSGL-1) is a major selectin ligand, mediating leukocyte rolling along inflamed vascular wall. It is a mucin-like homodimer composed of a N-terminal domain which binds selectins, followed by 14-16 decameric repeats (DR), a transmembrane domain and a cytoplasmic tail, which may be involved in regulating leukocyte rolling and in generating intracellular signals, through its binding to moesin and Syk. P- and L-selectin binding is dependent on core-2 O-glycosylation and tyrosine sulfation of PSGL-1 N-terminus. However, a minor part of E-selectin-mediated rolling is dependent on N-terminal O-glycans; additional binding sites may thus be involved. In this project, we studied whether (1) PSGL-1 DR and (2) PSGL-1 cytoplasmic residues which bind moesin, were also involved in the regulation of selectin-dependent rolling. METHODS: Several mutated cDNAs were obtained: (1) PSGL-1 DR were either deleted, or substituted by platelet GPlba macroglycopeptide, (2) Ser-336, -348, Lys-337 and Arg-338 were mutated to alanine; moreover, truncation mutants retaining only 6 or 2 cytoplasmic residues were also generated. Transfected CHO expressing mutant PSGL-1 were tested for their ability to bind soluble selectin chimeras and to support selectin-dependent rolling under flow conditions. RESULTS: (1) Deletion of the DR had a dramatic effect on P- and L-selectin-dependent cell recruitment and rolling stability, which could only partially be compensated for, by GPlba substitution. In addition, we observed that DR create a binding site for E-selectin and thus support PSGL-1-dependent rolling. (2) Flow assays revealed that the moesin-binding site, in particular Ser-336, plays a crucial role in regulating the recruitment, velocity and rolling stability of PSGL-1-expressing cells on P- and L-selectin. CONCLUSIONS: Data presented here highlight the structure -function relationship of PSGL-1 DR. Moreover, they reveal a crucial role for the moesin-binding residues in regulating P-and L-selectin-dependent rolling. RÉSUMÉ CONTEXTE: PSGL-1 (P-selectin glycoprotein ligand 1) est un ligand majeur des sélectines permettant le roulement des leucocytes le long de la paroi vasculaire enflammée. C'est un homodimère de type mucine, composé d'un domaine N-terminal liant les sélectines, suivi de 14-16 répétitions décamèriques (RD), d'un domaine transmembranaire et d'une queue cytoplasmique qui pourrait être impliquée dans la régulation du roulement leucocytaire et la génération de signaux intracellulaires, via sa liaison à la moésine et à Syk. La liaison à la Pet à la L-sélectine dépend de la présentation par le N-terminus de PSGL-1 de O-glycans sur des structures core-2 et de tyrosines sulfatées. Cependant, une fraction mineure du roulement médié par la E-sélectine dépend des O-glycans N-terminaux; des sites de liaisons supplémentaires pourraient donc être impliqués. Dans ce projet, nous avons étudié si (1) les RD de PSGL-1 ainsi que (2) les résidus cytoplasmiques liant la moésine, étaient impliqués dans la régulation du roulement dépendant des sélectines. MÉTHODES: Plusieurs ADN codant des formes mutées de PSGL-1 ont été obtenus: (1) Les RD de PSGL-1 ont été soit ôtées, soit remplacées par le macroglycopeptide de la GPlba plaquettaire, (2) les Ser-336, -348, la Lys-337 et l'Arg-338 ont été mutées en alanine; par ailleurs, des mutants tronqués ne retenant plus que 6 ou 2 résidus cytoplasmiques ont également été générés. Des CHO transfectées exprimant PSGL-1 muté ont été testées pour leur capacité à lier des sélectines chimériques solubles et à soutenir un roulement dépendant des sélectines dans des conditions de flux. RÉSULTATS: (1) La perte des RD a eu un effet dramatique sur le recrutement cellulaire et la stabilité de roulement dépendant des P- et L-sélectine, qui n'a pu être que partiellement compensé par la substitution par la GPlba. De plus, nous avons observé que les RD forment un site de liaison pour la E-sélectine et soutiennent ainsi le roulement dépendant de PSGL-1. (2) Les tests de flux ont révélé que le site de liaison à la moésine, notamment la Ser-336, joue un rôle crucial dans la régulation du recrutement, de la vitesse et de la stabilité du roulement des cellules exprimant PSGL-1 sur les P- et L-sélectine. CONCLUSIONS; Les données présentées ici ont permis d'éclaircir la relation structure -fonction des RD de PSGL-1. Par ailleurs, elles révèlent un rôle crucial pour les résidus liant la moésine dans le roulement dépendant des P- et L-sélectine. RÉSUMÉ DESTINÉ À UN LARGE PUBLIC Pour accomplir ses fonctions, le sang circule sur un réseau de 96'000 kilomètres; ainsi, il approvisionne les cellules de l'organisme en énergie, il transporte diverses substances, il assure la défense contre les pathogènes et il participe à la régulation de la température corporelle. Le sang contient plusieurs types de cellules: la grande majorité sont les globules rouges, auxquels il faut ajouter les plaquettes (dont le rôle est de colmater les lésions vasculaires) et les globules blancs (leucocytes) qui, bien que présents en très faible quantité (moins de 0.01 %), jouent un rôle crucial en cas d'infection ou d'inflammation. Une attaque par un pathogène provoque plusieurs changements (rougeur, chaleur, gonflement, douleur), qui sont des manifestations de l'inflammation. Pour atteindre l'agent infectieux, des globules blancs spécialisés (les granulocytes) doivent quitter la circulation sanguine. Afin de faciliter leur capture, les vaisseaux sanguins vont exprimer des protéines telles que les sélectines, qui sont reconnues par une protéine leucocytaire appelée PSGL-1 (P-selectin glycoprotein ligand 7). L'interaction des sélectines avec PSGL-1 soutient le roulement du globule blanc le long de la paroi vasculaire, à une vitesse très inférieure à celle du flux sanguin. Ce roulement conduit à l'activation du globule blanc par des molécules de l'inflammation, permettant son adhésion ferme, puis son arrêt. Finalement, le granulocyte va migrer à travers la paroi du vaisseau pour atteindre et éliminer les causes de l'inflammation. L'adhésion est un processus intéressant à caractériser, car outre l'inflammation, il est également impliqué dans l'artériosclérose, l'infarctus, la métastatisation et la thrombose. Dans ce travail, nous nous sommes intéressés à définir les rôles des différents domaines de PSGL-1 dans la régulation de son interaction avec les sélectines. En effet, en plus de son extrémité extracellulaire de haute affinité pour les sélectines, PSGL-1 est composé de plusieurs séquences répétées hautement glycosylées et d'une courte région intracellulaire, dont les fonctions n'avaient pas été étudiées auparavant. En créant des formes mutées de PSGL-1, nous avons pu montrer qu'un roulement efficace des leucocytes nécessite la présence des régions répétitives et du domaine intracellulaire au complet.

Development of a Sensitive Resource Use Questionnaire

Alcoholism is a chronic disease and the evaluation of its burden usually focuses on long-term co-morbidity and mortality. Clinical Trials evaluating new interventions for alcohol-dependent patients rarely last more than 12 to 24 months. OBJECTIVES: Develop a questionnaire capable of capturing principal resource use yet sensitive enough to show short-term economic benefit of drugs developed to reduce consump¬tion in alcohol-dependent patients. METHODS: Comprehensive Medline literature search using keywords: Alcohol-related-disorders, economics, cost of illness. Further, experts panel discussions provided additional data. RESULTS: Two key cost drivers, hospitalisation and sick leaves were identified by the literature review. Expert findings related to costs of social consequences were incorporated. These three important resources were included in the questionnaire in addition to standard medical resource use consumption input. Finally, the following items were included: consultation visits, hospitalisations, sick leaves and working situation, living situation, social environ¬ment, accidents, arrests and domestic violence. The recall period is 3 months. DISCUSSION: A great deal of information is collected in this questionnaire in order to capture all relevant resources. Tests to validate the questionnaire in a real-life setting will be conducted (face validity, concurrent validity, and test-retest) in a cohort of dependent patients initiated at Lausanne University hospital ( Switzerland). Items not sensitive enough to capture short-term costs and consequences will be removed. Translation into other major languages and adaptation to different settings after cultural validation is planned. CONCLUSIONS: Publication of this tool should facilitate additional knowledge about resource utilisation at the patient level and enable evaluation of short-term economic impact of pharmacological and non-pharmacological interventions.

Applying machine learning methods to avalanche forecasting

Avalanche forecasting is a complex process involving the assimilation of multiple data sources to make predictions over varying spatial and temporal resolutions. Numerically assisted forecasting often uses nearest neighbour methods (NN), which are known to have limitations when dealing with high dimensional data. We apply Support Vector Machines to a dataset from Lochaber, Scotland to assess their applicability in avalanche forecasting. Support Vector Machines (SVMs) belong to a family of theoretically based techniques from machine learning and are designed to deal with high dimensional data. Initial experiments showed that SVMs gave results which were comparable with NN for categorical and probabilistic forecasts. Experiments utilising the ability of SVMs to deal with high dimensionality in producing a spatial forecast show promise, but require further work.

Natural malaria infection reduces starvation resistance of nutritionally stressed mosquitoes.

In disease ecology, there is growing evidence that environmental quality interacts with parasite and host to determine host susceptibility to an infection. Most studies of malaria parasites have focused on the infection costs incurred by the hosts, and few have investigated the costs on mosquito vectors. The interplay between the environment, the vector and the parasite has therefore mostly been ignored and often relied on unnatural or allopatric Plasmodium/vector associations. Here, we investigated the effects of natural avian malaria infection on both fecundity and survival of field-caught female Culex pipiens mosquitoes, individually maintained in laboratory conditions. We manipulated environmental quality by providing mosquitoes with different concentrations of glucose-feeding solution prior to submitting them to a starvation challenge. We used molecular-based methods to assess mosquitoes' infection status. We found that mosquitoes infected with Plasmodium had lower starvation resistance than uninfected ones only under low nutritional conditions. The effect of nutritional stress varied with time, with the difference of starvation resistance between optimally and suboptimally fed mosquitoes increasing from spring to summer, as shown by a significant interaction between diet treatment and months of capture. Infected and uninfected mosquitoes had similar clutch size, indicating no effect of infection on fecundity. Overall, this study suggests that avian malaria vectors may suffer Plasmodium infection costs in their natural habitat, under certain environmental conditions. This may have major implications for disease transmission in the wild.

Alternate Methods of Bridge Strengthening, HR-302, 1989

The need for upgrading a large number of understrength and obsolete bridges in the United States has been well documented in the literature. Through the performance of several Iowa DOT projects, the concept of strengthening bridges (simple and continuous spans) by post-tensioning has been developed. The purpose of this project was to investigate two additional strengthening alternatives that may be more efficient than post-tensioning in certain situations. The research program for each strengthening scheme included a literature review, laboratory testing of the strengthening scheme, and a finite-element analysis of the scheme. For clarity the two strengthening schemes are presented separately. In Part 1 of this report, the strengthening of existing steel stringers in composite steel beam concrete-deck bridges by providing partial end restraint was shown to be feasible. Part 2 of this report summarizes the research that was undertaken to strengthen the negative moment regions of continuous, composite bridges. Two schemes were investigated: post-compression of stringers and superimposed trusses within the stringers.

Implementing statistical learning methods through Bayesian networks. Part 1: a guide to Bayesian parameter estimation using forensic science data

As a thorough aggregation of probability and graph theory, Bayesian networks currently enjoy widespread interest as a means for studying factors that affect the coherent evaluation of scientific evidence in forensic science. Paper I of this series of papers intends to contribute to the discussion of Bayesian networks as a framework that is helpful for both illustrating and implementing statistical procedures that are commonly employed for the study of uncertainties (e.g. the estimation of unknown quantities). While the respective statistical procedures are widely described in literature, the primary aim of this paper is to offer an essentially non-technical introduction on how interested readers may use these analytical approaches - with the help of Bayesian networks - for processing their own forensic science data. Attention is mainly drawn to the structure and underlying rationale of a series of basic and context-independent network fragments that users may incorporate as building blocs while constructing larger inference models. As an example of how this may be done, the proposed concepts will be used in a second paper (Part II) for specifying graphical probability networks whose purpose is to assist forensic scientists in the evaluation of scientific evidence encountered in the context of forensic document examination (i.e. results of the analysis of black toners present on printed or copied documents).

Comparing simulation methods for modelling the errors of stand inventory data

Abstract

Evaluation of Alternative Methods to Obtain Specific Gravity of Coarse Aggregate, MLR-89-7, 1990

AASHTO has a standard test method for determining the specific gravity of aggregates. The people in the Aggregate Section of the Central Materials Laboratory perform the AASHTO T-85 test for AMRL inspections and reference samples. Iowa's test method 201B, for specific gravity determinations, requires more time and more care to perform than the AASHTO procedure. The major difference between the two procedures is that T-85 requires the sample to be weighed in water and 201B requires the 2 quart pycnometer jar. Efficiency in the Central Laboratory would be increased if the AASHTO procedure for coarse aggregate specific gravity determinations was adopted. The questions to be answered were: (1) Do the two procedures yield the same test results? (2) Do the two procedures yield the same precision? An experiment was conducted to study the different test methods. From the experimental results, specific gravity determinations by AASHTO T-85 method were found to correlate to those obtained by the Iowa 201B method with an R-squared value of 0.99. The absorption values correlated with an R-squared value of 0.98. The single operator precision was equivalent for the two methods. Hence, this procedure was recommended to be adopted in the Central Laboratory.

Evaluation of Appropriate Maintenance, Repair and Rehabilitation Methods for Iowa Bridges, TR-429, 2003

Most states, including Iowa, have a significant number of substandard bridges. This number will increase significantly unless some type of preventative maintenance is employed. Both the Iowa Department of Transportation and Iowa counties have successfully employed numerous maintenance, repair and rehabilitation (MR&R) strategies for correcting various types of deficiencies. However, successfully employed MR&R procedures are often not systematically documented or defined for those involved in bridge maintenance. This study addressed the need for a standard bridge MR&R manual for Iowa with emphasis for secondary road applications. As part of the study, bridge MR&R activities that are relevant to the state of Iowa have been systematically categorized into a manual, in a standardized format. Where pertinent, design guidelines have been presented. Material presented in this manual is divided into two major categories: 1) Repair and Rehabilitation of Bridge Superstructure Components, and 2) Repair and Rehabilitation of Bridge Substructure Components. There are multiple subcategories within both major categories that provide detailed information. Some of the detailed information includes step-by-step procedures for accomplishing MR&R activities, material specifications and detailed drawings where available. The source of information contained in the manual is public domain technical literature and information provided by Iowa County Engineers. A questionnaire was sent to all 99 counties in Iowa to solicit information and the research team personally solicited input from many Iowa counties as a follow-up to the questionnaire.