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Chunk #47 — Online Methods — Expression data preprocessing — RNA-seq

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Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression.
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Alignment, initial quality control and quantification differed slightly across datasets, as described in the Supplementary Note. Each cohort removed outliers as described above, and then used Trimmed Mean of M-values normalization59 and a counts per million (CPM) filter to include genes with >0.5 CPM in at least 1% of the samples. Subsequent steps were identical to the Illumina processing, with some exceptions for the BIOS Consortium datasets (Supplementary Note).