Ground penetrating radar (GPR) is widely used to identify locations of sinkholes in covered karst terrain in Florida. Some sinkholes serve as hydraulic conduits between the surficial and underlying aquifers. Their role is critical in determining the surficial aquifer response to pumping in deeper aquifers. Improved methods for discriminating between hydraulically active sinkholes and plugged sinkholes could help regional water management. In the covered karst of west-central Florida a clay-rich weathering horizon forms over the limestone. The clay-rich layer is in turn overlain by surficial sands. Ground penetrating radar profiles typically show a strong reflector from the top of clay-rich horizon as well as internal layering within sands. Active sinkholes are expected to have sandy conduits that broach the clay layer, and perhaps layering in the overlying sand indicative of ongoing subsidence. Three dimensional simulations of GPR profiles over sinkhole with and without conduits were run with the finite-difference time-domain (FDTD) program GPRMAX. Results from the synthetic surveys were then processed with standard techniques, including migration. The modeling confirms that conduits appear in GPR records primarily as gaps in the return from the clay layer. The modeling also shows that non-traditional survey geometries (varying antenna spacing and orientation) are unlikely to recover more information than traditional proximal transmitter-receiver separation. Also examined are GPR profiles and 3D grids over a set of active and inactive sinkholes in Tampa, Florida. Results from these surveys showed decent structural recovery of a small sinkhole similar in structure to that of the modeled ones. Indications of active subsidence and possible conduit structure were apparent from this data. Finally, the dense surveys served as a benchmark to compare interpretations taken with the same surveys at lower spatial resolutions and profiles with 2D-only processing methods in order to understand errors in analysis and interpretation that are possible from 2D surveys. Two-dimensional surveys, 2D processed and migrated, showed some similarity to the 3D results previously mentioned but contained more complexities and artifacts, which led to poorer interpretation ability.

This master’s thesis contains a description of mesenchymal stem cells (MSC). The work includes knowledge about the process of migration and differentiation of MSCs. The theoretical part of this thesis also deals with the problem of cell cultivation in 2D and 3D environments. The most used materials for creating 3D scaffolds are described here. The practical part contains the description of the cell culture protocol for passaging and also describes the experiment in the cell laboratory. The results of the experiment are discussed using confocal microscope images. The proposed experiment was tested with a sufficient number of repetitions. The processing of microscopic images was performed in the MATLAB programming environment.

Au cours du développement du cancer, la migration des cellules cancéreuse en 3D joue un rôle essentiel dans le processus de dissémination des métastases. L’étude de la migration cellulaire dans des matrices 3D ainsi que les conséquences induites sur cette matrice sont actuellement étudiées par plusieurs équipes de recherche. Notamment, la réorganisation de la matrice extracellulaire et plus précisément les déplacements des fibres de la matrice induits par les forces que la cellule exerce sont des études en plein essor. Nous avons étudié comment les cellules cancéreuses migrent dans des gels 3D en utilisant du collagène et de la fibronectine pour mimer la matrice extracellulaire des tissus. Nous avons utilisé un microscope confocal afin de visualiser le cytosquelette d’actine des cellules en fluorescence et les fibres de collagène en réflexion. Dans ce travail,nous avons utilisé différentes concentrations de collagène et des lignées cellulaires d’invasivités différentes. A partir des films 3D obtenus en microscopie, nous avons déterminé la vitesse et la persistance des cellules cancéreuses en fonction de leur invasivité et de la concentration de collagène. La vitesse augmente avec l’invasivité cellulaire et diminue avec l’augmentation de la concentration en collagène. La persistance ne dépend que de la concentration en collagène et décroit avec celle-ci. Nous avons également calculé les champs de déplacement des fibres de collagène à l’aide d’un programme de corrélation de volume. Nous avons pu étudier ces champs de déplacement en fonction du type de migration de la cellule, de l’invasivité cellulaire et de la concentration en collagène des gels. Nous avons montré que les normes de vecteurs de déplacement augmentent avec l’invasivité cellulaire et diminuent avec l’augmentation de concentration en collagène. Enfin, ces champs de déplacement nous ont permis de déterminer les étapes des migrations mésenchymateuse et amiboïde en 3D. Nous avons découvert 5 étapes pour la migration mésenchymateuse correspondant au repos de la cellule, à la création d’une extension membranaire, à l’adhésion de la cellule aux fibres, au détachement de l’arrière du corps cellulaire afin de permettre à la cellule de migrer et à la dissolution de l’adhésion cellule/fibre. 4 étapes ont été déterminées pour la migration amiboïde et correspondent au repos de la cellule, à la création d’une extension membranaire, au déplacement de la cellule en poussant sur son environnement et à la rotation de la cellule. Ces étapes associées à des champs de déplacement sont en accord avec la littérature et nous avons pu mettre en évidence de nouvelles étapes comme la rotation de la cellule dans la migration amiboïde.Ces résultats permettent de mieux comprendre comment se déroule la migration des cellules cancéreuses dans une matrice extracellulaire. / 3D migration of cancer cells plays an essential role in the dissemination of cells during metastasisin cancer. The behavior of cancer cells migrating in a 3D extracellular matrix and its consequences on themicroenvironment are still currently under investigation. The study of the reorganization of the extracellular matrixfibers and more precisely how the fibers move due to the forces that the cell exerts just start to be investigating.We studied how cancer cells migrate in 3D gels using collagen and fibronectin to mimic the extracellularmatrix. We used confocal microscopy to image the actin cytoskeleton of cells in fluorescence and fibers in reflectionover time. In our studies, we used different collagen concentrations and cell lines with different invasivities. Fromthese 3D movies, we determined cancer cell velocities and persistence as a function of collagen gel concentration aswell as cell invasiveness. The cells velocities increase with invasiveness and decrease with collagen concentration.As for persistence, it decreases with collagen concentration but it do not change with cells invasiveness. We alsocalculated the displacement field of the collagen using a volume correlation program. Using this information, westudied the fibers displacement induced by the cell depending on its migration type, its invasivity and the collagenconcentration. We showed norms of fibers deplacement vectors increase with cell invasiveness and decrease withcollagen concentration. Finally, the displacement fields enabled us to determine the migration steps of mesenchymaland amiboid migrations. We discovered 5 steps in mesenchymal migration : cell rest, creation of extension, adhesionof the cell to the fibers, detachment of the cell rear and dissolution of cell/fibers adhesions. 4 steps have beencharacterized in amiboid migration : cell rest, creation of extension, displacement of the cell by pushing on fibersand rotation of the cell. These steps associated with displacement fields are in agreement with litterature and wehighlighted new steps as the rotation of the cell in amiboid migration.Taken together these results enable us to better understand how the migration of cancer cells takes place in a3D matrix.