This thesis was to combine metabolomics and Chinese medicine (CM) diagnosis to search for biomakers or metabolic profiles to subtype of type 2 diabetes (T2DM). An explorative study of 50 males with... Show moreThis thesis was to combine metabolomics and Chinese medicine (CM) diagnosis to search for biomakers or metabolic profiles to subtype of type 2 diabetes (T2DM). An explorative study of 50 males with pre-diabetes was designed and two subtypes (A and B) could be identified by urine metabolomics. More metabolic disturbances were indicated in subtype B. The effects of rimonabant and a multi-component preparation (SUB885C), both with reported effects of regulating weight and the improvement on metabolic risks, were assessed by lipidomics on ApoE*3Leiden.CETP Mice. A 4-week rimonabant intervention brought a significant weight reduction, but moderate effects on lipid profile. SUB885C was able to produce multiple anti-atherogenic changes in lipids of the mice to improve metabolic parameters. A combined approach of lipidomics, biochemistry and herbal component profiling was used to evaluate the effects of the ginseng roots of 3__6 years on the regulation of dyslipidemia in diabetic Goto-Kakizaki rats. The more than 4 year ginseng proved to be valuable for drug development to regulate lipids. To conclude, the early metabolomics investigations performed in this thesis converged analytical bioscience, clinical approach and the diagnostic perspectives in other health system to provide the systems biology view on the pre-stage of T2DM. Show less
The introduction of systems biology in combination with the profiling of numerous biochemical components (e.g. lipid metabolites, herbal products) enables the study of living systems from a... Show moreThe introduction of systems biology in combination with the profiling of numerous biochemical components (e.g. lipid metabolites, herbal products) enables the study of living systems from a holistic perspective. In this thesis we explored systems biology-based platforms to investigate the therapeutic effects of chemical drugs and herbal medicines on animal models with high-fat diet-induced obesity and genetic manipulated diabetes. The aim of the work was to better understand the working mechanisms of both treatments on metabolic syndrome from a holistic point of view and to evaluate the potentials of __omics__ technologies to this effort. Our results showed that lipidomics approach with appropriate bioinformatics tools are essential to describe the global, dynamic metabolic response of living systems, e.g. from homeostasis via sub-optimal health and ultimately to dysfunction. These studies pointed hints to disco ver lipid biomarkers in relation to health promotion and disease prevention and facilitated the understanding of the complex regulatory mechanisms in humans or animals. Particularly, the introduction of the systems biology view will not only provide in-depth insights into the multi-target synergetic effects (which have hardly been used in modern drug discovery) but also can bridge Chinese Medicine (multi-target therapy) and Western Medicine (molecular pharmacology). Show less
This dissertation mainly focuses on interdisciplinary approaches for biomedical knowledge discovery. This required special efforts in developing systematic strategies to integrate various data... Show moreThis dissertation mainly focuses on interdisciplinary approaches for biomedical knowledge discovery. This required special efforts in developing systematic strategies to integrate various data sources and techniques, leading to improved discovery of mechanistic insights on human diseases. Chapter one looks at the possibility in which combining various bioinformatics-based strategies can significantly improve the characterization of the OPMD mouse model. We discuss that this approach in knowledge discovery, on the basis of our extensive analysis, helped us to shed some light on how this model system relates to OPMD pathophysiology in human. In Chapter two, we expand on this combinatory approach by conducting a cross-species data analysis. In this study, we have looked for common patterns that emerge by assessing the transcriptome data from three OPMD model systems and patients. This strategy led to unravelling the most prominent molecular pathway involved in OPMD pathology. The third chapter achieves a similar goal to identify similar molecular and pathophysiological features between OPMD and the common process of skeletal muscle ageing. Engaging in a study in which the focus was made on the universality of biological processes, in the light of evolutionary mechanisms and common functional features, led to novel discoveries. This work helped us uncover remarkable insights on molecular mechanisms of ageing muscles and protein aggregation. Chapters four and five take a different route by tackling the field of computational biology. These chapters aim to extend network inference by providing novel strategies for the exploitation and integration of multiple data sources. We show that these developments allow us to infer more robust regulatory mechanisms to be identified while translations and predictions are made across very different datasets, platforms, and organisms. Finally, the dissertation is concluded by providing an outlook on ways the field of systems biology can evolve in order to offer enhanced, diversified and robust strategies for knowledge discovery. Show less
Cells in the human body have to deal with DNA damage daily, either caused by external or internal sources. The DDR is particularly strong in stem cells. Since these cells have a long life span and... Show moreCells in the human body have to deal with DNA damage daily, either caused by external or internal sources. The DDR is particularly strong in stem cells. Since these cells have a long life span and are essential for tissue homeostasis, tolerance to damaged DNA would lead to accumulation of mutations and malignant transformation. In addition, accumulation of damaged DNA would lead to loss of the stem cell pool and contribute to aging. In this thesis I investigated the role of the DNA damage response in the context of stem cells as well as cancer cells, from the response to different DNA damaging agents, to the importance of the interaction with the extracellular matrix in combination with the presence of oncogenes. In order to acquire a complete picture of the DNA damage response in mES cells, and therefore elucidate novel pathways involved in this particular response, we combined OMICS techniques such as Functional Genomics, Transcriptomics and Phosphoprotoemics, that once overlapped, allowed us to find novel pathways that where not previously described to be involved in the DNA damage response. Show less
Het is nu gangbaar in de kliniek om aan de hand van een enkele biochemische component (een gen, eiwit of metaboliet) vast te stellen of iemand ziek is. Echter, met geavanceerde meettechnieken zijn... Show moreHet is nu gangbaar in de kliniek om aan de hand van een enkele biochemische component (een gen, eiwit of metaboliet) vast te stellen of iemand ziek is. Echter, met geavanceerde meettechnieken zijn we nu in staat zijn om tientallen tot zelfs honderden van deze componenten tegelijk te meten. Hierdoor krijgen onderzoekers een veel breder overzicht van wat er allemaal verandert tijdens een ziekte en kunnen er betere diagnostische tests worden ontwikkeld. Voor dit proefschrift heb ik mij verdiept in deze technieken en hun toepasbaarheid in artrose. Artrose is een veel voorkomende rheumatische aandoening waarvan de exacte oorzaak nog onduidelijk is. Ik heb vastgesteld dat er met name nog weinig bekend is over het aandeel van de afbraakproducten van eiwitten en van vetten. Ik heb de benodige meettechnieken opgezet om honderden van deze afbraaktproducten en vetten te kunnen meten. Hieruit bleek dat een onstekingsmediator zeer verhoogd is in artrose en dat de samenstelling van vetten in het bloed van artrose patienten anders is dan bij gezonde mensen. De vindingen van dit proefschrift geven de kracht van deze meettechnieken aan om bij te dragen tot verbeterde diagnostische tests. Show less
