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For each CLIP-seq sample, the user can link to the raw CLIP-seq data resource in GEO.
If the germline genotype is known (e.g. from a matching blood sample), the user should replace the corresponding BAF values by NA.
After capturing a colorimetric transmission image of the sample, the user can first preview the image on the screen before proceeding to digitally analyze/process it.
After selection of a sample, the user can browse through the (A PA events of each expressed gene from the sample, or sort the PA sites according to, for example, number of supporting reads, number of PA sites in exons or introns and others.
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Other encoding schemes have been considered but we reach the conclusion that, while these encoding schemes would lead to shorter training and test samples, the user would lose the main advantage of the proposed algorithm, i.e., its ability to provide rules that can be interpreted immediately by any scientist who might not have training in digital design, mathematics, machine learning, etc.
After choosing samples in the "Sample Tree", the user could visually inspect the expression profile through a bar chart, and add mean expression for similar samples (i.e. samples in the same group) if needed.
One of the main limitations of this work was the small sample in the user test.
Basically Facebook would take a representative sample of the user base, educate them intensively, and then have them vote.
The chip, which is currently about the size of a thumbdrive, would require a sample from the user — saliva, urine, or blood — and would then pass the raw data to the phone for processing.
Every complete generated by the panel eliminates the need for these businesses to buy outside samples, increasing the user's margins and improving deliverability.
A random number of correct answers are sampled from the user's recent music playlist history by using the algorithm presented in "Algorithm for generating challenge questions" section.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com