This project is about providing advanced data management, and analytical and collaborative services to support the clinical projects of multiple institutions. The work will focus on: (1) Data-driven search for answers to clinical questions about mesenchymal stem cells (MSC) in a systematic way and provide the answers with quantitative evidence. (2) Development of a resource for the community studying MSC that would enable integrating geographically scattered measurements, sharing analytical results, facilitating research and collaborative investigations, and providing on-demand analytical computational services. (3) Application of statistical and machine learning approaches to data analyses in order to understand the tradeoffs and computational requirements of exhaustive cross validations of the analytical results. (4) Development of a software integration framework where implementations of analytical methods can be easily integrated into workflows, provenance information about the execution can be captured, and the computationally intensive analyses could be executed on high performance computing resources if needed
of this project to public health is in discovering fundamental properties and relationships of mesenchymal stem cells (MSC) with respect to islet cell transplants. It is also envisioned that the information technology designed and developed under this particular project would serve as a technological prototype for inclusions of additional data sets and software from other investigators, and for providing advanced services to the community of researchers and practitioners working on MSC research.
|Black, Edgar F; Marini, Luigi; Vaidya, Ashwini et al. (2014) Using Hidden Markov Models to Determine Changes in Subject Data over Time, Studying the Immunoregulatory effect of Mesenchymal Stem Cells. Proc IEEE Int Conf Escience 1:83-91|
|Antony, Anuja K; Rodby, Katherine; Tobin, Matthew K et al. (2013) Composite tissue allotransplantation and dysregulation in tissue repair and regeneration: a role for mesenchymal stem cells. Front Immunol 4:188|
|Auletta, Jeffery J; Deans, Robert J; Bartholomew, Amelia M (2012) Emerging roles for multipotent, bone marrow-derived stromal cells in host defense. Blood 119:1801-9|
|Auletta, Jeffery J; Bartholomew, Amelia M; Maziarz, Richard T et al. (2012) The potential of mesenchymal stromal cells as a novel cellular therapy for multiple sclerosis. Immunotherapy 4:529-47|