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Using assay function from package SummarizedExperiment for miRNA data

I have download and prepare the data of miRNA, however, I need to summarize to data to a data.frame which is the rows are samples and columns are genes. Could anyone help me please? (the data I prepared is as in the picture followed)

Your help is really appreciated! enter image description here

summarizedexperiment

Do you really understand what you want to do?

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