Data pre-processing is conducted in Olink NPX Signature including both QC steps and NPX generation, please see the NPX Signature product page for more information.
Inter-plate normalized NPX is derived from the Ct values obtained from the qPCR using the following equations at per assay level:
Relate to Extension Control:
CtAnalyte – CtExtension Control = dCtAnalyte
Relate to Inter-plate Control:
dCtAnalyte – median(dCt Inter-plate Control) = ddCtAnalyte
Convert from qPCR reciprocal to proportional scale using an assay specific correction factor:
Correction factor – ddCtAnalyte = NPXAnalyte
NPX is on a 2-log scale and calculated per assay. This implies that a NPX difference of 1 equals a duplication of protein level and that NPX values should only be compared within the same assay and not across assays. Moreover, it is not recommended to linarize NPX values, rather delta NPX values should be analyzed across groups. Due to the definition of NPX and logarithm laws this metric is analogous to log-2-fold-chang which is a metric familiar to many users.
As a relative quantification method NPX values should not be compared across plates or projects prior to normalization. Normalization across plates is conducted in the NPX software prior to data delivery. However, inter project normalization needs to be conducted in a subsequent step before analyzing data generated in two separate projects. Typically Olink recommend overlapping reference sample normalization (i.e. bridge normalization) for normalization across projects, please see our tutorial on bridge normalization.
For more information see our white paper “Data normalization and standardization“ which can be found on the documents page