3 research outputs found

    Conference of Advance Research and Innovation (ICARI-2014) 118 ICARI

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    Abstract With the advent of highly advanced optics and imaging system, currently biological research has reached a stage where scientists can study biological entities and processes at molecular and cellular-level in real time. However, a single experiment consists of hundreds and thousands of parameters to be recorded and a large population of microscopic objects to be tracked. Thus, making manual inspection of such events practically impossible. This calls for an approach to computer-vision based automated tracking and monitoring of cells in biological experiments. This technology promises to revolutionize the research in cellular biology and medical science which includes discovery of diseases by tracking the process in cells, development of therapy and drugs and the study of microscopic biological elements. This article surveys the recent literature in the area of computer vision based automated cell tracking. It discusses the latest trends and successes in the development and introduction of automated cell tracking techniques and systems

    Semi-automated tracking of muscle satellite cells in brightfield microscopy video

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    Automation of Microraft Arrays for Stem Cell Analysis and Sorting

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    Induced pluripotent stem cells (iPSCs) are reprogrammed somatic cells with the potential to revolutionize personalized medicine, disease modeling, and tissue engineering. Emerging therapies based upon human iPSCs (hiPSCs) are already under development for degenerative diseases such as age-related macular degeneration (AMD). Despite the ready availability of hiPSCs, their enormous clinical and research potential is limited by the need to purify the cells during generation, genetic editing, and differentiation using tedious manual methodologies. This dissertation describes the automation and further development of microraft arrays to perform the isolation and splitting of hiPSCs colonies, which is the primary bottleneck in hiPSC purification pipelines. Microraft arrays are elastomeric microwell arrays with releasable magnetic cell culture and transfer elements, or “microrafts,” held within each microwell. Microraft arrays enable the identification of cells by imaging cytometry and the isolation of cells and their associated microrafts by dislodgement from the microarray, followed by magnetic manipulation into secondary vessels. The microraft array platform has been previously shown to be automatable and able to sort cells with exceptional viability and efficiencies. However, previous platforms have lacked the speed and robustness to perform large-scale microraft releases. Furthermore, previous microraft array designs were not designed to culture isolated microcolonies of hiPSCs. In this dissertation, microraft arrays were redesigned to isolate hundreds of microcolonies of cells, each within a nested grid of microrafts. Novel microarray microfabrication and computational modeling methods were developed to enable automated and robust imaging of microraft arrays. Image acquisition and analysis software was created to perform label-free detection of hiPSC microcolonies on microraft arrays and, in a separate application, to monitor colonic organoids. Additionally, a high-throughput automated microraft release and collection platform was developed that, for the first time, made used of real-time imaging to intelligently maximize the robustness and speed of microraft releases. This platform was utilized to isolate, culture, monitor, and successfully split hundreds of hiPSC microcolonies, thus demonstrating its utility for hiPSC purification.Doctor of Philosoph
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