Bioimaging of animal embryogenesis: mathematical methods and computational algorithms

Some fundamental biological processes such as embryonic development have been preserved during evolution and are common to species belonging to different phylogenetic positions, but are nowadays largely unknown. The understanding of cell morphodynamics leading to the formation of organized spatial distribution of cells such as tissues and organs can be achieved through the reconstruction of cells shape and position during the development of a live animal embryo. We design in this work a chain of image processing methods to automatically segment and track cells nuclei and membranes during the development of a zebrafish embryo, which has been largely validates as model organism to understand vertebrate development, gene function and healingrepair mechanisms in vertebrates. The embryo is previously labeled through the ubiquitous expression of fluorescent proteins addressed to cells nuclei and membranes, and temporal sequences of volumetric images are acquired with laser scanning microscopy. Cells position is detected by processing nuclei images either through the generalized form of the Hough transform or identifying nuclei position with local maxima after a smoothing preprocessing step. Membranes and nuclei shapes are reconstructed by using PDEs based variational techniques such as the Subjective Surfaces and the Chan Vese method. Cells tracking is performed by combining informations previously detected on cells shape and position with biological regularization constraints. Our results are manually validated and reconstruct the formation of zebrafish brain at 7-8 somite stage with all the cells tracked starting from late sphere stage with less than 2% error for at least 6 hours. Our reconstruction opens the way to a systematic investigation of cellular behaviors, of clonal origin and clonal complexity of brain organs, as well as the contribution of cell proliferation modes and cell movements to the formation of local patterns and morphogenetic fields.

Expression and cellular localization of Copper transporter 2 (Ctr2) in Mus musculus

The Ctr family is an essential part of the copper homeostasis machinery and its members share sequence homology and structural and functional features. Higher eukaryotes express two members of this family Ctr1 and Ctr2. Numerous structural and functional studies are available for Ctr1, the only high affinity Cu(I) transporter thus far identified. Ctr1 holigotrimers mediate cellular copper uptake and this protein was demonstrated to be essential for embryonic development and to play a crucial role in dietary copper acquisition. Instead very little is known about Ctr2, it bears structural homology to the yeast vacuolar copper transporter, which mediates mobilization of vacuolar copper stores. Recent studies using over-expressed epitope-tagged forms of human Ctr2 suggested a function as a low affinity copper transporter that can mediate either copper uptake from the extracellular environment or mobilization of lysosomal copper stores. Using an antibody that recognizes endogenous mouse Ctr2, we studied the expression and localization of endogenous mouse Ctr2 in cell culture and in mouse models to understand its regulation and function in copper homeostasis. By immunoblot we observed a regulation of mCtr2 protein levels in a copper and Ctr1 dependent way. Our observations in cells and transgenic mice suggest that lack of Ctr1 induces a strong downregulation of Ctr2 probably by a post-translational mechanism. By indirect immunofluorescence we observed an exclusive intracellular localization in a perinuclear compartment and no co-localization with lysosomal markers. Immunofluorescence experiments in Ctr1 null cells, supported by sequence analysis, suggest that lysosomes may play a role in mCtr2 biology not as resident compartment, but as a degradation site. In appendix a LC-mass method for analysis of algal biotoxins belonging to the family of PsP (paralytic shellfish poisoning) is described.

Genus Bifidobacterium: taxonomy studies and gene expression analysis on folate pathway

Folates (vitamin B9) are essential water soluble vitamins, whose deficiency in humans may contribute to the onset of several diseases, such as anaemia, cancer, cardiovascular diseases, neurological problems as well as defects in embryonic development. Human and other mammals are unable to synthesize ex novo folate obtaining it from exogenous sources, via intestinal absorption. Recently the gut microbiota has been identified as an important source of folates and the selection and use of folate producing microorganisms represents an innovative strategy to increase human folate levels. The aim of this thesis was to gain a fundamental understanding of folate metabolism in Bifidobacterium adolescentis. The work was subdivided in three main phases, also aimed to solve different problems encountered working with Bifidobacterium strains. First, a new identification method (based on PCR-RFLP of hsp60 gene) was specifically developed to identify Bifidobacterium strains. Secondly, Bifidobacterium adolescentis biodiversity was explored in order to recognize representing strains of this species to be screened for their folate production ability. Results showed that this species is characterized by a wide variability and support the idea that a possible new taxonomic re-organization would be required. Finally B. adolescentis folate metabolism was studied using a double approach. A quantitative analysis of folate content was complemented by the examination of expression levels of genes involved in folate related pathways. For the normalization process, required to increase the robustness of the qRT-PCR analysis, an appropriate set of reference genes was tested using two different algorithms. Results demonstrate that B.adolescentis strains may represent an endogenous source of natural folate and they could be used to fortify fermented dairy products. This bio-fortification strategy presents many advantages for the consumer, providing native folate forms more bio-available, and not implicated in the discussed controversy concerning the safety of high intake of synthetic folic acid.

Studio del possibile ruolo del complesso polycomb nel determinare la schisi del labbro e del palato

La labioschisi con o senza palatoschisi non-sindromica (NSCL/P) è tra le più frequenti alterazioni dello sviluppo embrionale, causata dall’interazione di fattori genetici e ambientali, moti dei quali ancora ignoti. L'obiettivo del mio progetto di Dottorato consiste nell’identificazione di fattori di rischio genetico in un processo a due stadi che prevede la selezione di geni candidati e la verifica del loro coinvolgimento nella determinazione della malformazione mediante studi di associazione. Ho analizzato alcuni polimorfismi a singolo nucleotide (SNPs) dei geni RFC1 e DHFR, appartenenti alla via metabolica dell’acido folico, evidenziando una debole associazione tra alcuni degli SNPs indagati e la NSCL/P nella popolazione italiana. Presso il laboratorio della Dott.ssa Mangold dell’Università di Bonn, ho valutato il ruolo di 15 diverse regioni cromosomiche nel determinare la suscettibilità alla malattia, evidenziando una significativa associazione per i marcatori localizzati in 8q24 e 1p22. Ho quindi rivolto la mia attenzione al ruolo del complesso Polycomb nell’insorgenza della schisi. Nell’uomo i due complessi Polycomb, PRC1 e PRC2, rimodellano la cromatina agendo da regolatori dei meccanismi trascrizionali alla base della differenziazione cellulare e dello sviluppo embrionale. Ho ipotizzato che mutazioni a carico di geni appartenenti a PRC2 possano essere considerati potenziali fattori di rischio genetico nel determinare la NSCL/P. Il razionale consiste nel fatto che JARID2, una proteina che interagisce con PRC2, è associata all’insorgenza della NSCL/P ed espressa a livello delle cellule epiteliali delle lamine palatine che si approssimano alla fusione. L’indagine condotta analizzando i geni di elementi o partner dei due complessi Polycomb, ha evidenziato un’associazione significativa con alcuni polimorfismi dei geni indagati, associazione ulteriormente confermata dall’analisi degli aplotipi. Le analisi condotte sui geni candidati mi hanno permesso di raccogliere dati interessanti sull’eziologia della malformazione. Studi indipendenti saranno necessari per poter validare l'associazione tra le varianti genetiche di questi geni candidati e la NSCL/P.