Covariate PC1 PC2 PC3 PC4 PC5 PCImportance 4.43% 4.15% 3.42% 2.86% 2.55% MicroarrayNumber 3.51E-06 3.18E-03 1.69E-04 5.72E-12 5.28E-35 MicroarrayPosition 0.865 0.614 0.894 0.729 0.350 TransfectionPlate 0.064 0.410 1.30E-03 4.34E-05 0.388 TransfectionRow 0.411 2.55E-02 2.79E-05 0.106 0.771 TransfectionColumn 1.04E-02 0.454 0.616 2.00E-02 0.254 ReplicateName 0.622 0.724 0.153 0.101 0.647 KDLevel 0.277 0.390 0.447 0.235 0.776 RIN 0.765 0.722 0.078 0.369 0.966 TransfectionDate 0.953 0.956 0.824 0.557 0.930