I have average log fold change for a cluster of cells versus another cluster of cells by Seurat like below
avg_logFC TAGLN -2.507833541 TXNRD1 1.093672244 MYL9 -1.579165463 ACTB -1.482386539 ACTA2 -2.379757433 SQSTM1 1.227562767 ACTG2 -2.144757086
I have also mean log2 ratio of a set of proteins in treatment versus control like below (I converted protein IDs to gene symbol)
mean log2ratio Gene Symbol -0.3 CYFIP1 0.4 GNPTG -0.3 WWC2 -0.5 TRPV4 -0.4 CHRM2 0.3 MFSD11 -0.3 ANXA11 0.3 CENPE -0.4 RPL22L1 0.3 SAMD1
How I can normalize these two data or make them compatible for plotting a heatmap, pathway analysis, etc?