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  • DESeq analysis without replicates for 16 tissues

    Hello,

    I am using DESeq to find differentially expressed genes in 16 tissues without any replicates.

    Firstly I tried to set the conditions to 1x "X", 15x"N" and estimated the variance function with method="blind". This was not very sensitive and I could hardly identify any DE genes.

    So I simply used the median of the 15 remainder tissues and could identify more. I know that this maybe is not the best way but it gave me better insight for further analyses.

    Now I want to take a look at the variance estimation and its fit but all baseVar's in the variance fit are NA. Why is that? Maybe I did not understand the concept of baseMean and baseVar properly by reading the vignette and looking at the paper. Any help would be much appreciated...

    Thanks in advance,
    Johannes.

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