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Analysing the Effect of a Drug on the Morphological Changes of a Cell Type
Yes it's easy you load everything into a dataframe, so each variable is one column and perform supervised machine learning. That will solve all questions.
Hypothesis 1 The target is 'pre' 'post' if ...
M__♦
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Heat map of protein expression from normalized abundance
The -2 to 2 should be the normalized version of log2 data (maybe mean or median normalization). This is commonly used in heatmaps to show downregulated value vs. upregulated value.
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