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Current prostate cancer (PCa) diagnostic tests suffer from insufficient sensitivity and specificity. Novel biomarkers that can be detected by minimally invasive methods are of a particular value. Here we provide two datasets. The first one is on the whole transcriptome profiling by RNA-seq of urine and plasma obtained from patients with PCa and benign prostatic hyperplasia (BPH). The second one represents...