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When normalizing to a reference gene, it is very important that the reference gene is experimentally substantiated to help to ensure that it is a reliable measure against which to compare all other sample variations. A pilot study can be conducted to select the best set of reference genes out of a series of candidates.
Analysis of reference gene stability can be performed with tools such as geNorm or qbase+ software (https://www.biogazelle.com/). The reference genes should have stable mRNA expression and the amount of reference gene mRNA should be strongly correlated with the total amounts of mRNA in the samples. When using this method, it is critical that the reference genes used do not vary with experimental conditions.
Normalized data is reported as a ratio of the mRNA concentration of the gene of interest to the mRNA concentration of the reference gene. This can be calculated by a comparative Cq method or a standard curve method. For recommendations on this topic, contact us.