84 research outputs found
Publishing Music Similarity Features on the Semantic Web.
We describe the process of collecting, organising and publishing a large set of music similarity features produced by the SoundBite [10] playlist generator tool. These data can be a valuable asset in the development and evaluation
of new Music Information Retrieval algorithms. They can also be used in Web-based music search and retrieval applications. For this reason, we make a database of features available on the Semantic Web via a SPARQL end-point,
which can be used in Linked Data services. We provide examples of using the data in a research tool, as well as in a simple web application which responds to audio queries and finds a set of similar tracks in our database
Pericyte Migration: A Novel Mechanism of Pericyte Loss in Experimental Diabetic Retinopathy
OBJECTIVE— The mechanism underlying pericyte loss during incipient diabetic retinopathy remains controversial. Hyperglycemia induces angiopoietin-2 (Ang-2) transcription, which modulates capillary pericyte coverage. In this study, we assessed loss of pericyte subgroups and the contribution of Ang-2 to pericyte migration
Integrating BDI agents with Agent-based simulation platforms
Agent-Based Models (ABMs) is increasingly being used for exploring and supporting decision making about social science scenarios involving modelling of human agents. However existing agent-based simulation platforms (e.g., SWARM, Repast) provide limited support for the simulation of more complex cognitive agents required by such scenarios. We present a framework that allows Belief-Desire Intention (BDI) cognitive agents to be embedded in an ABM system. Architecturally, this means that the "brains" of an agent can be modelled in the BDI system in the usual way, while the "body" exists in the ABM system. The architecture is exible in that the ABM can still have non-BDI agents in the simulation, and the BDI-side can have agents that do not have a physical counterpart (such as an organisation). The framework addresses a key integration challenge of coupling event-based BDI systems, with time-stepped ABM systems. Our framework is modular and supports integration off-the-shelf BDI systems with off-the-shelf ABM systems. The framework is Open Source, and all integrations and applications are available for use by the modelling community
The NlpD Lipoprotein Is a Novel Yersinia pestis Virulence Factor Essential for the Development of Plague
Yersinia pestis is the causative agent of plague. Previously we have isolated an attenuated Y. pestis transposon insertion mutant in which the pcm gene was disrupted. In the present study, we investigated the expression and the role of pcm locus genes in Y. pestis pathogenesis using a set of isogenic surE, pcm, nlpD and rpoS mutants of the fully virulent Kimberley53 strain. We show that in Y. pestis, nlpD expression is controlled from elements residing within the upstream genes surE and pcm. The NlpD lipoprotein is the only factor encoded from the pcm locus that is essential for Y. pestis virulence. A chromosomal deletion of the nlpD gene sequence resulted in a drastic reduction in virulence to an LD50 of at least 107 cfu for subcutaneous and airway routes of infection. The mutant was unable to colonize mouse organs following infection. The filamented morphology of the nlpD mutant indicates that NlpD is involved in cell separation; however, deletion of nlpD did not affect in vitro growth rate. Trans-complementation experiments with the Y. pestis nlpD gene restored virulence and all other phenotypic defects. Finally, we demonstrated that subcutaneous administration of the nlpD mutant could protect animals against bubonic and primary pneumonic plague. Taken together, these results demonstrate that Y. pestis NlpD is a novel virulence factor essential for the development of bubonic and pneumonic plague. Further, the nlpD mutant is superior to the EV76 prototype live vaccine strain in immunogenicity and in conferring effective protective immunity. Thus it could serve as a basis for a very potent live vaccine against bubonic and pneumonic plague
Transcriptome Analysis of Neisseria meningitidis in Human Whole Blood and Mutagenesis Studies Identify Virulence Factors Involved in Blood Survival
During infection Neisseria meningitidis (Nm) encounters multiple
environments within the host, which makes rapid adaptation a crucial factor for
meningococcal survival. Despite the importance of invasion into the bloodstream
in the meningococcal disease process, little is known about how Nm adapts to
permit survival and growth in blood. To address this, we performed a time-course
transcriptome analysis using an ex vivo model of human whole
blood infection. We observed that Nm alters the expression of ≈30% of
ORFs of the genome and major dynamic changes were observed in the expression of
transcriptional regulators, transport and binding proteins, energy metabolism,
and surface-exposed virulence factors. In particular, we found that the gene
encoding the regulator Fur, as well as all genes encoding iron uptake systems,
were significantly up-regulated. Analysis of regulated genes encoding for
surface-exposed proteins involved in Nm pathogenesis allowed us to better
understand mechanisms used to circumvent host defenses. During blood infection,
Nm activates genes encoding for the factor H binding proteins, fHbp and NspA,
genes encoding for detoxifying enzymes such as SodC, Kat and AniA, as well as
several less characterized surface-exposed proteins that might have a role in
blood survival. Through mutagenesis studies of a subset of up-regulated genes we
were able to identify new proteins important for survival in human blood and
also to identify additional roles of previously known virulence factors in
aiding survival in blood. Nm mutant strains lacking the genes encoding the
hypothetical protein NMB1483 and the surface-exposed proteins NalP, Mip and
NspA, the Fur regulator, the transferrin binding protein TbpB, and the L-lactate
permease LctP were sensitive to killing by human blood. This increased knowledge
of how Nm responds to adaptation in blood could also be helpful to develop
diagnostic and therapeutic strategies to control the devastating disease cause
by this microorganism
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