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Open AccessJournal ArticleDOI

Information management for high content live cell imaging.

TLDR
A data model and information management solution for the data gathered through high content live cell imaging experiments, and an algorithm that automatically annotates results of these experiments with the timings of translocations and periods of any oscillatory translocations as they are uploaded to the repository.
Abstract
Background: High content live cell imaging experiments are able to track the cellular localisation of labelled proteins in multiple live cells over a time course. Experiments using high content live cell imaging will generate multiple large datasets that are often stored in an ad-hoc manner. This hinders identification of previously gathered data that may be relevant to current analyses. Whilst solutions exist for managing image data, they are primarily concerned with storage and retrieval of the images themselves and not the data derived from the images. There is therefore a requirement for an information management solution that facilitates the indexing of experimental metadata and results of high content live cell imaging experiments. Results: We have designed and implemented a data model and information management solution for the data gathered through high content live cell imaging experiments. Many of the experiments to be stored measure the translocation of fluorescently labelled proteins from cytoplasm to nucleus in individual cells. The functionality of this database has been enhanced by the addition of an algorithm that automatically annotates results of these experiments with the timings of translocations and periods of any oscillatory translocations as they are uploaded to the repository. Testing has shown the algorithm to perform well with a variety of previously unseen data. Conclusion: Our repository is a fully functional example of how high throughput imaging data may be effectively indexed and managed to address the requirements of end users. By implementing the automated analysis of experimental results, we have provided a clear impetus for individuals to ensure that their data forms part of that which is stored in the repository. Although focused on imaging, the solution provided is sufficiently generic to be applied to other functional proteomics and genomics experiments. The software is available from: fhttp://code.google.com/p/livecellim/

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Citations
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Journal ArticleDOI

Physiological levels of TNFα stimulation induce stochastic dynamics of NF-κB responses in single living cells

TL;DR: Deterministic and stochastic models simulated the experimentally observed activation threshold and gave rise to new predictions about the structure of the system and open the way for better mechanistic understanding of physiological TNFα activation of inflammatory responses in cells and tissues.
Journal ArticleDOI

Absolute Quantification of the Glycolytic Pathway in Yeast: DEPLOYMENT OF A COMPLETE QconCAT APPROACH

TL;DR: In this paper, the authors used recombinant DNA techniques to generate artificial concatamers of large numbers of internal standard peptides, which were used for the quantification of enzymes of the glycolysis pathway in the yeast Saccharomyces cerevisiae.
Book ChapterDOI

Live-Cell High Content Screening in Drug Development.

TL;DR: In this paper, the challenges and advantages of live-cell imaging in drug discovery are discussed and examples of applications are presented and the motivation to perform these assays in kinetic mode is discussed.
Journal ArticleDOI

Interoperability of time series cytometric data: a cross platform approach for modeling tumor heterogeneity.

TL;DR: This work has addressed the concept that the interoperability of cytometric data, derived from different cytometry platforms, can complement as well as enhance cellular parameters space, thus providing a more broader and in‐depth view of the cellular systems.
Posted ContentDOI

Apicomplexan F-actin is required for efficient nuclear entry during host cell invasion

TL;DR: It is proposed that the F-actin machinery eases nuclear passage by stabilising the junction and pushing the nucleus through the constriction, providing first evidence for a dual contribution of actin-forces during host cell invasion by apicomplexan parasites.
References
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Shared principles in NF-kappaB signaling

TL;DR: The authors synthesize some of the basic principles that have emerged from studies of NF-kappaB, and aim to generate a more unified view of the regulation of the transcription factor.
Journal ArticleDOI

Introduction to NF-kappaB: players, pathways, perspectives.

TL;DR: An overview of the discovery and current status of NF-κB as a research topic is provided and the organization and focus of articles included in the following reviews are described, as well as likely future areas of research interest on NF-σB.
Journal ArticleDOI

A review of content-based image retrieval systems in medical applications—clinical benefits and future directions

TL;DR: The goal is not, in general, to replace text-based retrieval methods as they exist at the moment but to complement them with visual search tools.
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