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This article aims to show that a perspective that understands urban protests as a conflict between two or more interest-driven actors falls short. For a more comprehensive analysis, the complex fabric of multiple power-laden discourses, processes, networks and spatial conditions in which such conflicts are embedded must be taken into account. To this end, this article adopts an assemblage perspective. Taking the protests around the inner-city marina Port Vell in Barcelona as an example, this perspective is used to elaborate the various spatial conditions that shape this conflict.
The aim of this study was to identify and evaluate different de-identification techniques that may be used in several mobility-related use cases. To do so, four use cases have been defined in accordance with a project partner that focused on the legal aspects of this project, as well as with the VDA/FAT working group. Each use case aims to create different legal and technical issues with regards to the data and information that are to be gathered, used and transferred in the specific scenario. Use cases should therefore differ in the type and frequency of data that is gathered as well as the level of privacy and the speed of computation that is needed for the data. Upon identifying use cases, a systematic literature review has been performed to identify suitable de-identification techniques to provide data privacy. Additionally, external databases have been considered as data that is expected to be anonymous might be reidentified through the combination of existing data with such external data.
For each case, requirements and possible attack scenarios were created to illustrate where exactly privacy-related issues could occur and how exactly such issues could impact data subjects, data processors or data controllers. Suitable de-identification techniques should be able to withstand these attack scenarios. Based on a series of additional criteria, de-identification techniques are then analyzed for each use case. Possible solutions are then discussed individually in chapters 6.1 - 6.2. It is evident that no one-size-fits-all approach to protect privacy in the mobility domain exists. While all techniques that are analyzed in detail in this report, e.g., homomorphic encryption, differential privacy, secure multiparty computation and federated learning, are able to successfully protect user privacy in certain instances, their overall effectiveness differs depending on the specifics of each use case.
Mesoporous silica has emerged as an enabling formulation for poorly soluble active pharmaceutical ingredients (APIs). Unlike other formulations, mesoporous silica typically does not inhibit precipitation of supersaturated API therefore, a suitable precipitation inhibitor (PI) should be added to increase absorption from the gastrointestinal (GI) tract. However, there is limited research about optimal processes for combining PIs with silica formulations. Typically, the PI is added by simply blending the API-loaded silica mechanically with the selected PI. This has the drawback of an additional blending step and may also not be optimal with regard to release of drug and PI. By contrast, loading PI simultaneously with the API onto mesoporous silica, i.e. co-incorporation, is attractive from both a performance and practical perspective. The aim of this study was to demonstrate the utility of a co-incorporation approach for combining PIs with silica formulations, and to develop a mechanistic rationale for improvement of the performance of silica formulations using the co-incorporation approach. The results indicate that co-incorporating HPMCAS with glibenclamide onto silica significantly improved the extent and duration of drug supersaturation in single-medium and transfer dissolution experiments. Extensive spectroscopic characterization of the formulation revealed that the improved performance was related to the formation of drug-polymer interactions already in the solid state; the immobilization of API-loaded silica on HPMCAS plates, which prevents premature release and precipitation of API; and drug-polymer proximity on disintegration of the formulation, allowing for rapid onset of precipitation inhibition. The data suggests that co-incorporating the PI with the API is appealing for silica formulations from both a practical and formulation performance perspective.
Background: Physiologically-based population pharmacokinetic modeling (popPBPK) coupled with in vitro biopharmaceutics tools such as biorelevant dissolution testing can serve as a powerful tool to establish virtual bioequivalence and set clinically relevant specifications. One of several applications of popPBPK modeling is in the emerging field of virtual bioequivalence (VBE), where it can be used to streamline drug development by implementing model-informed formulation design and to inform regulatory decision-making e.g., with respect to evaluating the possibility of extending BCS-based biowaivers beyond BCS Class I and III compounds in certain cases.
Methods: In this study, Naproxen, a BCS class II weak acid was chosen as the model compound. In vitro biorelevant solubility and dissolution experiments were performed and the resulting data were used as an input to the PBPK model, following a stepwise workflow for the confirmation of the biopharmaceutical parameters. The naproxen PBPK model was developed by implementing a middle-out approach and verified against clinical data obtained from the literature. Once confidence in the performance of the model was achieved, several in vivo dissolution scenarios, based on model-based analysis of the in vitro data, were used to simulate clinical trials in healthy adults. Inter-occasion variability (IOV) was also added to critical physiological parameters and mechanistically propagated through the simulations. The various trials were simulated on a “worst/best case” dissolution scenario and average bioequivalence was assessed according to Cmax, AUC and tmax.
Results: VBE results demonstrated that naproxen products with in vitro dissolution reaching 85% dissolved within 90 minutes would lie comfortably within the bioequivalence limits for Cmax and AUC. Based on the establishment of VBE, a dissolution “safe space” was designed and a clinically relevant specification for naproxen products was proposed. The interplay between formulation-related and drug-specific PK parameters (e.g., t1/2) to predict the in vivo performance was also investigated.
Conclusion: Over a wide range of values, the in vitro dissolution rate is not critical for the clinical performance of naproxen products and therefore naproxen could be eligible for BCS-based biowaivers based on in vitro dissolution under intestinal conditions. This approach may also be applicable to other poorly soluble acidic compounds with long half-lives, providing an opportunity to streamline drug development and regulatory decision-making without putting the patient at a risk.
Always forward, never back
(2018)
Stem cells are the therapeutics of the future, but to use them to their full potential we first need to understand how they function within the body. Professor Michael Rieger of the Goethe University Hospital, Frankfurt, Germany is working to understand the complex intricacies of stem cell replication and behaviour.
The truth lies in Chemnitz?
(2018)
"Germany to the Germans! Foreigners out" was the central slogan of the racist riots in the city of Rostock in 1992. For around three days, neo-Nazis controlled the streets in the plattenbau district of Lichtenhagen where the central registration for asylum-seekers (as well as a housing block of Vietnamese contract workers) were situated. ...
Authoritarian regimes and religious institutions in the Muslim majority world see eye-to-eye on the topic of atheism. United by their fear of losing control over their populations and their desire for conformity, consecutive governments have pushed for unfair restrictions on their subjects’ beliefs since their inception. But even in society, non-belief remains a taboo. Should atheists in Muslim majority world become more vocal?
With the rise of big data, internet-of-things, machine learning, targeted advertising, face recognition algorithms, virtual assistants, cyberbullying, cyberstalking, and cyberwarfare, we find more and more people and policy makers around the world debating whether technological advances are helping us or hurting us. Such debates often focus on trying to figure out a way to balance the need to preserve human values with the desire to not interfere with technological progress. The central problem that arises then is what to do when values and progress come into direct conflict with each other. Should we err on the side of caution and rein in companies like Google, Twitter, and Facebook so they do not interfere with personal privacy and national democracy? Or should we take a more pioneering perspective and view the occasional rights violation as a necessary risk that can be outweighed by the rewards for medicine, manufacturing, and media? Or should we try to find a middle path and have tech companies and policy makers work together to develop guidelines for “responsible research and innovation”?
Large-scale digitisation has brought cultural heritage objects and materials from the remotest places of the world to our computer screens. At first sight, this innovation seems to make cultural heritage accessible to everyone like never before. However, technological advances have not eliminated social inequalities between powerful and marginalized communities and ethical issues in communicating cultural heritage. These issues became much more vivid and obvious when the spread of cultural heritage reached the global scale.
Bridge International is a for-profit chain of private (pre-)primary schools employing technology to allegedly provide “high-quality, affordable education” in the Global South. Like many other actors, Bridge (cl)aims to bridge the global digital divide and to use information and communication technologies to realize development (“ICT4D”), in particular in sub-Saharan Africa. But are such projects really allowing the region to “catch up” with the rest of the world and strengthen its weak global standing? Not necessarily. Many projects’ implementation mirrors existing global power inequalities and may even reinforce them.1 Moreover, the technologies employed themselves augment these imbalances. The present contribution illustrates this, using Bridge as a case study.