Send to

Choose Destination
Bioinformatics. 2018 May 15;34(10):1621-1628. doi: 10.1093/bioinformatics/btx814.

A high-resolution map of the human small non-coding transcriptome.

Author information

Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany.
Department of Human Genetics, Saarland University, 66421 Homburg, Germany.
Cancer Registry of Norway, Institute of Population-based Cancer Research, N-0304 Oslo, Norway.
Hummingbird Diagnostics GmbH, 69120 Heidelberg, Germany.
Department of Internal Medicine III, University Hospital Heidelberg, 69120 Heidelberg, Germany.
German Center for Cardiovascular Research (DZHK), 69120 Heidelberg, Germany.
Klaus Tschira Institute for Integrative Computational Cardiology, 69120 Heidelberg, Germany.
Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, 24105 Kiel, Germany.
Center for Bioinformatics, Saarland University, 66123 Saarbrücken, Germany.



Although the amount of small non-coding RNA-sequencing data is continuously increasing, it is still unclear to which extent small RNAs are represented in the human genome.


In this study we analyzed 303 billion sequencing reads from nearly 25 000 datasets to answer this question. We determined that 0.8% of the human genome are reliably covered by 874 123 regions with an average length of 31 nt. On the basis of these regions, we found that among the known small non-coding RNA classes, microRNAs were the most prevalent. In subsequent steps, we characterized variations of miRNAs and performed a staged validation of 11 877 candidate miRNAs. Of these, many were actually expressed and significantly dysregulated in lung cancer. Selected candidates were finally validated by northern blots. Although isolated miRNAs could still be present in the human genome, our presented set likely contains the largest fraction of human miRNAs.

Contact: or

Supplementary information:

Supplementary data are available at Bioinformatics online.

Supplemental Content

Full text links

Icon for Silverchair Information Systems
Loading ...
Support Center