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To quantify gene expression, sequencing reads from high quality cells are aligned to a reference genome and gene counts are computed.
Islam et al. [35] used the total number of detected genes greater than 5000 and at least 85% of cytoplasmic genes (non-mitochondrial and non-ribosomal RNA) as criteria for selecting high quality cells.
As with other imaging systems, their automation requires a training set of images and machine-learning algorithms, such as Support Vector Machines to discriminate between low and high quality cells.
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"I think that at the very least video and imagery will more deeply intertwine with language as an entire generation grows up with high quality cell phone cameras and image communication platforms," he explains.
The qPCR assay, termed QFI-PCR, was calibrated to high quality cell line DNA (NA04025).
In order to obtain high quality cell-adhesive patterns, the protocol used for ECM protein deposition was found to be critical.
The average Z′ scores throughout the testing was 0.66 for T. brucei assays and 0.57 for MRC5 assays, values characteristic of high quality cell-based screening assays.
By adjusting these parameters, we consistently obtained a Z'-factor, which serves as a measure of assay quality, in the excellent range of 0.5 to 0.7; scores that rivaled those of the highest quality cell- or molecule-based HTS schemes [52].
"The few dribs and drabs of embryos that are released by our patients are never going to be enough to generate high-quality cells," Dr. Behr said.
However, flexible platforms for the large-scale production and storage of hPSCs in tightly controlled conditions are necessary to deliver high-quality cells in relevant quantities to satisfy clinical demands.
Moreover, the percentage of stem cells in bone marrow is very low and decreases with age, thus making it difficult to harvest a sufficient number of high-quality cells for clinical application.
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