MPRA data analysis

SK Shubham Khetan
SK Susan Kales
RK Romy Kursawe
AJ Alexandria Jillette
JU Jacob C. Ulirsch
SR Steven K. Reilly
DU Duygu Ucar
RT Ryan Tewhey
MS Michael L. Stitzel
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Data from the MPRA was analyzed as previously described24. Briefly, the sum of the barcode counts for each oligo within replicates was median normalized, and oligos showing differential expression relative to the plasmid input were identified by modeling a negative binomial distribution with DESeq296 and applying a false discovery rate (FDR) threshold of 1%. For sequences that displayed significant MPRA activity, a paired t-test was applied on the log-transformed mRNA/plasmid ratios for each experimental replicate to test whether the reference and alternate allele had similar activity. An FDR threshold of 10% was used to identify SNPs with significant effects on MPRA activity between alleles. Because the MPRA testing standard culture conditions was performed with a separate MPRA library preparation, the DMSO-Tg MPRA results were not directly compared to MPRA performed under standard culture conditions.

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