This thesis focuses on data found in the field of computational drug discovery. New insight can be obtained by applying machine learning in various ways and in a variety of domains. Two studies... Show moreThis thesis focuses on data found in the field of computational drug discovery. New insight can be obtained by applying machine learning in various ways and in a variety of domains. Two studies delved into the application of proteochemometrics (PCM), a machine learning technique that can be used to find relations in protein-ligand bioactivity data and then predict using a virtual screen whether compounds that had never been tested on a particular protein, or set of proteins. With this, sets of compounds were suggested for experimental validation that were significant in a myriad of ways. Another study investigated the mutational patterns in cancer, applying a large dataset of mutation data and identifying several motifs in G protein-coupled receptors. The thesis also contains the work done on the Papyrus dataset, a large scale bioactivity dataset that focuses on standardising data for computational drug discovery and providing an out-of-the-box set that can be used in a variety of settings. Show less
A strong correlation exists between abdominal aortopathy and atherosclerosis. In thoracic aortopathy however, the prevalence of atherosclerosis and its role in the etiology of thoracic aortopathy... Show moreA strong correlation exists between abdominal aortopathy and atherosclerosis. In thoracic aortopathy however, the prevalence of atherosclerosis and its role in the etiology of thoracic aortopathy remained unknown. This thesis therefore studied the cardiovascular disease burden within this patient group. These results showed that the prevalence of atherosclerosis (i.e. cardiovascular disease burden), in contrast to abdominal aortopathy, is not increased within the thoracic aortopathy population. Show less
Human vocal communication and music perception represent advanced cognitive skills, seemingly innate and universal. These faculties encompass a range of perceptual and cognitive abilities. Cross... Show moreHuman vocal communication and music perception represent advanced cognitive skills, seemingly innate and universal. These faculties encompass a range of perceptual and cognitive abilities. Cross-species research sheds light on the origins of musicality by investigating whether these traits are shared by nonhuman species. Songbirds, notably zebra finches, serve as valuable models due to their complex vocalizations and similarities to humans in auditory perception. My thesis explored zebra finches' sensitivity to spectral and temporal sound features. Chapter 2 examines the influence of song duration and spectral characteristics on song discrimination, while Chapter 3 tests song preferences. Chapter 4 investigates sequential and spectral feature recognition. Chapter 5 focuses on melody recognition. Zebra finches demonstrate perceptual flexibility, adapting focus based on stimulus characteristics. These findings underscore the importance of training conditions and stimulus nature in shaping auditory perception. Overall, my thesis enhances understanding of auditory cognition and cognitive flexibility among songbirds. Show less
This dissertation explores the impact of international cultural heritage law on individuals and local communities, particularly through the lens of cultural heritage law's use of universalising... Show moreThis dissertation explores the impact of international cultural heritage law on individuals and local communities, particularly through the lens of cultural heritage law's use of universalising language such as the ‘cultural heritage of mankind’. It argues that this rhetoric empowers states to prioritise purportedly common interests over local ones, potentially erasing living heritage value in the process. The dissertation places cultural heritage law in the context of broader international legal trends, in particular the tension between the pursuit of common interests through international law and the enduring influence of state sovereignty as a structuring principle of that law. It argues that contemporary cultural heritage law often fails to effectively limit state powers or protect the interests of individuals and local communities. It thus calls for stronger guarantees of participation within cultural heritage law, drawing upon legal standards developed within environmental law and human rights law. The dissertation suggests a rethinking the concept of ‘universal interest’ in heritage law to qualify the operation of state sovereignty and to better accommodate the interests of individuals and local communities, emphasizing their role as central actors and the need to bridge the gap between local and global interests in cultural heritage protection. Show less
In this reflective chapter, we examine the structural biases and empirical challenges underlying human trafficking ‘indicators’ (especially problem, risk and performance indicators) that are... Show moreIn this reflective chapter, we examine the structural biases and empirical challenges underlying human trafficking ‘indicators’ (especially problem, risk and performance indicators) that are routinely used to describe and measure human trafficking, assess risk, identify abuses, evaluate responses, and encourage accountability. While frequently used, such indicators can give an undue illusion of objectivity and reliability when they are neither neutral nor unskewed. In fact, numerous factors affect which elements are privileged as ‘indicators’ and which are obscured. We therefore examine here the selectivity, politics, racialized and gendered concerns that relate to the production and use of human trafficking indicators. Since human trafficking is a complex, highly-contested, and multi-faceted practice, it is not easily reduced to the crude generalizations upon which many indicators rest. We explore how the uncritical use of indicators can both contribute to stereotypical and unachievable ideals of victimhood and engender undue criminalization or withholding of victim support. In doing so, we disentangle some paradoxes around who is deemed ‘vulnerable’, ‘at risk’, ‘worthy of support’ and requiring ‘protection’. We highlight the – routinely overlooked – weak empirical basis and other limitations of many commonplace ‘indicators’ and challenges in building empirically-stronger and more robust indicators. The chapter concludes with overall implications of these critical reflections for policy, interventions, and research. Show less
This thesis explores ancient Egyptian descriptions of sicknesses of the inner body, the concepts used to understand them, and the trends in associated therapeutic applications for healing. It... Show moreThis thesis explores ancient Egyptian descriptions of sicknesses of the inner body, the concepts used to understand them, and the trends in associated therapeutic applications for healing. It concludes that the ancient Egyptian system of understanding recorded in writings—while somewhat obscured as the surviving texts were never intended to be descriptive of ideas—can be compared to other ways of thinking and categorising sickness experiences as found in other written cultures. Especially in terms of how such ideas are constructed and how therapies are associated with such concepts. Similarities can be observed in terms of core concepts and associated therapeutic applications recorded in cuneiform compendia of comparable age from Mesopotamia. Rather than using these observations as evidence of an influence of one culture over another, it is argued that these writings include practices and ideas which can instead be considered common to this region of the world, rather than as exclusive and invariably peculiar either the Egyptian and/or Mesopotamian cultures. Show less
By the early eighteenth century Edo (present-day Tokyo) was one of the largest cities in the world. Sex and erotic allure could be found in many guises in this commercialized urban setting, both in... Show moreBy the early eighteenth century Edo (present-day Tokyo) was one of the largest cities in the world. Sex and erotic allure could be found in many guises in this commercialized urban setting, both in the city’s streets and in print. This chapter sets out to argue that sex assumed a multiplicity of meanings in this context that ranged from pleasure and procreation to potential pathology. To this purpose, it begins by tracing various discourses surrounding the three phenomena that have arguably received the most sustained attention in research to date, namely the sex trade, male same-sex desire, and the erotically explicit materials known as ‘spring pictures’ (Japanese shunga 春画/ shunpon 春本). The final sections aim to move beyond the standard narrative of the Edo period’s flourishing erotic culture by focusing on the female reproductive body, as well as medical and health discourses, thus aspiring to unsettle the paradigmatic character of this (male) pleasure-centred mode of sex and repudiate the monolithic view of early modern Japanese sexuality as unregulated. Show less
Triple-negative breast cancer (TNBC) is a subtype of breast cancer characterized by limited treatment options and unfavorable clinical outcomes. Therefore, the research described in this thesis... Show moreTriple-negative breast cancer (TNBC) is a subtype of breast cancer characterized by limited treatment options and unfavorable clinical outcomes. Therefore, the research described in this thesis focused on the exploration of novel targeted therapies for TNBC. Through high-throughput screening, we assessed the responsiveness of TNBC cells to kinase inhibitors, which indicated a notable sensitivity to cyclin-dependent kinase (CDK) inhibitors. Building upon these findings, this thesis systematically compares the efficacy of targeting various transcription-associated CDKs, with CDK9 and CDK12 emerging as highly potent targets for disrupting TNBC cell proliferation. Transcription-associated CDKs play multiple roles in regulating mRNA transcription. Yet, inhibitors of these CDK’s induced selective, rather than global, changes in gene expression. This provides insights into their mechanisms of action and suggesting potential opportunities for combination therapy. Furthermore, our research elucidated the mechanism underlying the synergistic effects of combining kinase inhibitors with transcriptional CDK inhibitors, by demonstrating that this is mediated through the inhibition of cellular drug efflux by ABCG2. In conclusion, this thesis highlights the potential of transcription-associated CDK inhibitors as a promising avenue for treating TNBC. The insights from this thesis will help to further steer the (pre)clinical development and strategy of using transcription-associated CDK inhibitors for the treatment of TNBC. Show less
Betrokken burgers vormden de ruggengraat van de Republiek. Het dagelijks leven draaide voor een groot deel op buurtorganisaties, gilden en schutterijen – en dat waren juist de stedelijke... Show moreBetrokken burgers vormden de ruggengraat van de Republiek. Het dagelijks leven draaide voor een groot deel op buurtorganisaties, gilden en schutterijen – en dat waren juist de stedelijke instituties waar zij deel van uitmaakten. In 1796 kondigden de Bataafse revolutionairen het einde van sommige van deze instellingen af en introduceerden zij het staatsburgerschap. Maar was daarmee de rol van de stedelijke burger ook uitgespeeld?Dat komen we te weten als we luisteren naar de stadsbewoners zelf. Aan de hand van de levens van Haarlemmers en Groningers tussen 1747 en 1848 illustreert dit boek het voortbestaan van lokaal burgerschap. Zij komen aan het woord via verzoekschriften, kronieken, gelegenheidsgedichten, vergadernotulen en mondelinge klachten op de burgemeesterskamer. Hoe zag de ideale stedelijke gemeenschap er volgens hen uit? Welke rechten en plichten had een burger in hun ogen? En wat waren de dure plichten van een stadsbestuurder? Voor dit burgerschap putten stadsbewoners met souplesse uit traditionele én revolutionaire idealen en praktijken. Show less
Innovation plays an essential role in firms' competitiveness and long-term success. It varies from different types, ranging from run-of-the-mill innovation that brings incremental changes to... Show moreInnovation plays an essential role in firms' competitiveness and long-term success. It varies from different types, ranging from run-of-the-mill innovation that brings incremental changes to existing technologies to radical innovation that breaks from existing trajectories. The aim of this PhD dissertation is to integrate radical innovation and social network literature to broaden theoretical understanding, especially contribute to the literature on social networks, creativity, and innovation, and inform innovation management by unpacking the drivers and effects of radical innovation. Focusing on the long-standing debates in the social network literature regarding which types of networks are more advantageous for innovation, this dissertation starts with investigating how tie strength and structural holes collectively affect innovation radicalness at a location within an innovating firm. Then this dissertation investigates how social structure for producing a creative idea influences the adoption and future use of its innovations and makes a novel contribution by exploring how this effect is contingent on the radical nature of the creative idea. In addition to contributing to this long-standing debate, this dissertation also investigates how radicalness affects the private value for the innovating firm. Show less
This dissertation showed that physicians must be aware of the constraints that allow them to identify or obviate (un)desirable effects most notably if they evaluate these effects in a blinded... Show moreThis dissertation showed that physicians must be aware of the constraints that allow them to identify or obviate (un)desirable effects most notably if they evaluate these effects in a blinded matter. Unblinding might partially mitigate the limitation, but current measurement methods have gaps that we should remain aware of. Detailed measurements of subintervals with characterization of ion channel profiles, concentration QTc modelling, or machine learning might help physicians in their decision making in the future. Show less
Interest groups play an important role within a democratic society. Less is known about their role within the legal system. Meanwhile, interest groups are the driving force behind many high-profile... Show moreInterest groups play an important role within a democratic society. Less is known about their role within the legal system. Meanwhile, interest groups are the driving force behind many high-profile lawsuits against the Dutch government, such as the lawsuits concerning climate change, the quality of asylum facilities, and the Dutch nitrogen policy. This research focuses on the access of interest groups to the courts. How extensive is their access? Does it threaten or protect a democratic society under the rule of law? The access of interest groups to Dutch administrative and civil courts is evaluated in terms of legitimacy and effectiveness. Since interest group litigation is at the intersection of politics and law, the research adopts an interdisciplinary approach. Beyond the boundaries of Dutch legal scholarship, it seeks insights from social sciences regarding the role of interest groups within the political decision-making process. Additionally, it examines, from a legal sociological perspective, the role that interest groups play in public interest litigation in the United States. As a result, the research explores approaches, concepts, and arguments that have largely remained outside of the Dutch legal legal discourse. Ultimately, this leads to a reassessment of both the legitimacy and effectiveness of interest groups' access to the courts. Show less
A complex community of microbes develops in the infant gut shortly after birth. We call this community the infant gut microbiota. The microbiota influences the health of the infant, which makes the... Show moreA complex community of microbes develops in the infant gut shortly after birth. We call this community the infant gut microbiota. The microbiota influences the health of the infant, which makes the composition and function of the infant gut microbiota an important topic to study. It’s not possible to directly study the development of the microbiota inside the infant, so we are limited to information from fecal samples and laboratory experiments. Because it is so difficult to study, the processes and mechanisms that shape the microbiota also remain unclear. Mathematical models can generate hypotheses and predictions about the unseen inner workings of a system such as the infant gut microbiota.In this thesis we develop a mathematical model that makes predictions both on how bacteria are influenced by the environment and on how they influence the environment. By applying this influence to the environment and repeating the technique, the model can make predictions for how the whole system changes over time. We use this model to make predictions on how changes to the environment, such as the presence of oxygen, antibiotic disturbances, or in particular the presence of oligosaccharides, influence the infant gut microbiota, their metabolism, and ultimately the infant. Show less
In this thesis we push the boundaries of high-resolution imaging at radio frequencies between 100 and 200 MHz. Using the International LOFAR Telescope that spans across Europe we achieve sub... Show moreIn this thesis we push the boundaries of high-resolution imaging at radio frequencies between 100 and 200 MHz. Using the International LOFAR Telescope that spans across Europe we achieve sub-arcsecond angular resolution. We demonstrate mapping of the full field of view of the telescope at its native resolution and use the resulting images to study active galactic nuclei in the Lockman Hole field. Show less
This thesis describes a set of excitability measurements -transcranial magnetic stimulation (TMS) combined with electromyography (EMG) and electroencephalography (EEG), nerve excitability threshold... Show moreThis thesis describes a set of excitability measurements -transcranial magnetic stimulation (TMS) combined with electromyography (EMG) and electroencephalography (EEG), nerve excitability threshold tracking (NETT), and muscle velocity recovery cycles (MVRC)- and the applicability of these tools in early phase clinical drug development. We validated the biomarkers in healthy subjects with registered drugs and showed that the measurements are all repeatable and sensitive to pharmacological effects, even in a small number of subjects. Furthermore, we have evaluated effects of a novel AMPA-positive allosteric modulator with TMS-EMG/EEG, and a first-in-class skeletal muscle-specific chloride channel (ClC-1) inhibitor with MVRC, and the findings helped us to confirm proof-of-mechanism of these compounds in healthy subjects. In conclusion, these measurements proved to be valuable pharmacodynamic biomarkers in two drug development programs, encouraging their further use in clinical development of other future drug candidates targeting cortical-, neuronal-, and muscle cell excitability. The use of such clinical pharmacodynamic biomarkers could improve the quality and efficiency of the development process of drugs for e.g. amyotrophic lateral sclerosis, chronic pain, depression, treatment-resistant epilepsy, and neuromuscular diseases. Show less