Anticancer drug screening from images of zebrafish embryogenesis

During the previous 10 years, global R&D expenditure in the pharmaceuticals and biotechnology sector has steadily increased, without a corresponding increase in output of new medicines. To address this situation, the biopharmaceutical industry's greatest need is to predict the failures at the earliest possible stage of the drug development process. A major key to reducing failures in drug screenings is the development and use of preclinical models that are more predictive of efficacy and safety in clinical trials. Further, relevant animal models are needed to allow a wider testing of novel hypotheses. Key to this is the developing, refining, and validating of complex animal models that directly link therapeutic targets to the phenotype of disease, allowing earlier prediction of human response to medicines and identification of safety biomarkers. Morehover, well-designed animal studies are essential to bridge the gap between test in cell cultures and people. Zebrafish is emerging, complementary to other models, as a powerful system for cancer studies and drugs discovery. We aim to investigate this research area designing a new preclinical cancer model based on the in vivo imaging of zebrafish embryogenesis. Technological advances in imaging have made it feasible to acquire nondestructive in vivo images of fluorescently labeled structures, such as cell nuclei and membranes, throughout early Zebrafishsh embryogenesis. This In vivo image-based investigation provides measurements for a large number of features at cellular level and events including nuclei movements, cells counting, and mitosis detection, thereby enabling the estimation of more significant parameters such as proliferation rate, highly relevant for investigating anticancer drug effects. In this work, we designed a standardized procedure for accessing drug activity at the cellular level in live zebrafish embryos. The procedure includes methodologies and tools that combine imaging and fully automated measurements of embryonic cell proliferation rate. We achieved proliferation rate estimation through the automatic classification and density measurement of epithelial enveloping layer and deep layer cells. Automatic embryonic cells classification provides the bases to measure the variability of relevant parameters, such as cell density, in different classes of cells and is finalized to the estimation of efficacy and selectivity of anticancer drugs. Through these methodologies we were able to evaluate and to measure in vivo the therapeutic potential and overall toxicity of Dbait and Irinotecan anticancer molecules. Results achieved on these anticancer molecules are presented and discussed; furthermore, extensive accuracy measurements are provided to investigate the robustness of the proposed procedure. Altogether, these observations indicate that zebrafish embryo can be a useful and cost-effective alternative to some mammalian models for the preclinical test of anticancer drugs and it might also provides, in the near future, opportunities to accelerate the process of drug discovery.

Role of (R)-9-hydroxystearic acid in zebrafish development

9-hydroxystearic acid (9-HSA) belongs to a class of lipid peroxidation products identified in several human and murine cell lines. These products are greatly diminished in tumors compared to normal tissues and their amount is inversely correlated with the malignancy of the tumor. 9-HSA activity has been tested in cancer cell lines, where it showed to act as a histone deacetylase 1 (HDAC1) inhibitor. In particular, in a colon cancer cell line (HT29), its administration resulted in an inhibition of proliferation together with an induction of differentiation. In this thesis the effect of (R)-9-hydroxystearic acid has been tested in vivo on cell proliferation and differentiation processes, in the early stages of zebrafish development. The final aim of this work was to elucidate the role of (R)-9-HSA in the control of cell differentiation and proliferation during normal development, in order to better understand its molecular control of cancerogenesis. The molecule has been administered via injection in the yolk of zebrafish embryos. The analysis of the histone acetylation pattern showed a hyperacetilation of histone H4 after treatment with the molecule, as detectable in HDAC1 mutants. (R)-9-HSA was also demonstrated to interfere with the signaling pathways that regulate proliferation and differentiation in zebrafish retina and hindbrain. This resulted in a reduction of proliferation in the hindbrain at 24 hours post injection (hpi), and in a hyperproliferation at 48 and 72 hpi in the retina, with a concomitant inhibition of differentiation. Finally, (R)-9-HSA effects were evident on proliferation of stem cell located in the ciliary marginal zone (CMZ) of the retina. The presence of ROS and 4-hydroxynoneal in the CMZ of wild-type embryos supports the hypothesis that oxidative stress could regulate stem cells fate in zebrafish retina.