The zebrafish is a promising vertebrate model organism in early drug discovery and development. Translation of pharmacological findings to higher vertebrates requires quantification of the... Show moreThe zebrafish is a promising vertebrate model organism in early drug discovery and development. Translation of pharmacological findings to higher vertebrates requires quantification of the underlying pharmacological and (patho)physiological processes. In this thesis, we therefore developed and integrated innovative experimental and computational methods for the successful quantification of 1) the internal exposure over time after waterborne drug treatment, 2) disease dynamics and drug-induced changes therein, and 3) between-species differences in disease mechanisms. The state-of-the-art methods that we developed included nanoscale blood sampling, sensitive LC-MS/MS methods for drugs and their isomers and metabolites, and three-dimensional microscopy, integrated with non-linear mixed effects modelling to quantify the pharmacological processes in this small vertebrate. This multidisciplinarity enabled quantification of internal drug exposure-response relationships, contributed to positioning the zebrafish in the preclinical drug development pipeline, and inspired continuous collaborations between experimental and computational scientists. Show less
Antibiotic resistance is an increasing problem in the battle against (bacterial) infectious diseases. The emergence of drug-resistant Mycobacterium tuberculosis (Mtb) threatens to render... Show moreAntibiotic resistance is an increasing problem in the battle against (bacterial) infectious diseases. The emergence of drug-resistant Mycobacterium tuberculosis (Mtb) threatens to render tuberculosis (TB) untreatable. Efforts to develop novel antibiotics have so far been unsuccessful, calling for additional approaches for treatment of bacterial infections. Intracellular pathogens like Mtb and Salmonella can survive in the host by manipulating host cell signaling. This provides opportunities for novel therapeutic strategies by targeting the host, rather than the bacterium (host-directed therapy). In this thesis we report the development and application of novel (in vitro and in vivo) methods for identifying host genes and proteins involved in host control of intracellular bacteria, as well as chemical compounds that target host molecules as a basis for drug development for host-directed therapies. As a result, we report the identification of RTK inhibitors, the novel kinase inhibitor 97i, the human kinase family PCTAIRE and the host protein DRAM1 as promising leads for further drug development for host-directed therapeutic strategies for intracellular bacterial infections. Show less
