Robust ΔΔct estimate

Arun Kumar, Daniel Lorand

Genomics(2021)

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摘要
The ΔΔct method estimates fold change in gene expression data from RT-PCR assay. The ΔΔct estimate aggregates replicates using mean and standard deviation (sd) and is not robust to outliers which are in practice often removed before the non-outlying replicates are aggregated. The alternative of using robust statistics such as median and median absolute deviation (MAD) to aggregate the replicates is not done in practice perhaps because the distribution of a robust ΔΔct estimate based on median and MAD is not straightforward to deduce.
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关键词
RT-PCR,ΔΔct,Outlier,Median,MAD,Robust statistics
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