BMC Genomics · 2013 · 811 citations · 64 references
Life SciencesHematologyMolecular BiologyGene ExpressionGenomicsTranscriptomicsLong-read TranscriptomicsNoncoding Rna TranscriptomicsPlatelet FunctionPlatelet PhysiologyTranscript Sequence AnalysisTranscriptomic AnalysisLong Non-coding Ribonucleic AcidsLong Noncoding Rna Expression AnalysisLong Noncoding Rna ProfilingMessenger Ribonucleic Acid SequencingRibosomal Rna DepletionRibosomal Rna Depletion AssessmentWhole Transcriptome Analysis
Human platelets are essential for hemostasis, and dysfunction can cause bleeding or thrombosis; prior microarray studies of platelet RNA were limited by incomplete transcript catalogs. The study aimed to deep‑sequence RNA from leukocyte‑depleted platelets to capture the full transcriptome. RNA was extracted from platelets of four healthy donors, generating long (≥40 nt) and short (<40 nt) RNA‑seq libraries from total and ribosomal‑RNA depleted preparations, and the resulting data are publicly available through a UCSC genome browser mirror. Analysis of ~1 billion reads revealed a broad dynamic range of coding and noncoding platelet transcripts, identified ~9,500 protein‑coding loci, and uncovered numerous low‑abundance and novel transcripts—including antisense RNAs, abundant microRNAs, retrotransposons, and thousands of unannotated intronic RNAs—while rRNA depletion skewed abundance estimates.
Human blood platelets are essential to maintaining normal hemostasis, and platelet dysfunction often causes bleeding or thrombosis. Estimates of genome-wide platelet RNA expression using microarrays have provided insights to the platelet transcriptome but were limited by the number of known transcripts. The goal of this effort was to deep-sequence RNA from leukocyte-depleted platelets to capture the complex profile of all expressed transcripts. From each of four healthy individuals we generated long RNA (≥40 nucleotides) profiles from total and ribosomal-RNA depleted RNA preparations, as well as short RNA (<40 nucleotides) profiles. Analysis of ~1 billion reads revealed that coding and non-coding platelet transcripts span a very wide dynamic range (≥16 PCR cycles beyond β-actin), a result we validated through qRT-PCR on many dozens of platelet messenger RNAs. Surprisingly, ribosomal-RNA depletion significantly and adversely affected estimates of the relative abundance of transcripts. Of the known protein-coding loci, ~9,500 are present in human platelets. We observed a strong correlation between mRNAs identified by RNA-seq and microarray for well-expressed mRNAs, but RNASeq identified many more transcripts of lower abundance and permitted discovery of novel transcripts. Our analyses revealed diverse classes of non-coding RNAs, including: pervasive antisense transcripts to protein-coding loci; numerous, previously unreported and abundant microRNAs; retrotransposons; and thousands of novel un-annotated long and short intronic transcripts, an intriguing finding considering the anucleate nature of platelets. The data are available through a local mirror of the UCSC genome browser and can be accessed at: http://cm.jefferson.edu/platelets_2012/ .
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