Evidence map›Paper›PMID 21775473›Full record

ArticleRNA (New York, N.Y.)2011

RNA-ligase-dependent biases in miRNA representation in deep-sequenced small RNA cDNA libraries.

Markus Hafner, Neil Renwick, Miguel Brown, Aleksandra Mihailović, Daniel Holoch, Carolina Lin, John T G Pena, Jeffrey D Nusbaum, Pavel Morozov, Janos Ludwig and 4 more

Open access · bronzeAbstract read
In one paragraph

Article in RNA (New York, N.Y.), 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 210 papers.

0numbers the graph read from it
0cells of the map it votes in
210citing papers in PubMed
12.8field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

210 citing papers in PubMed, 342 citations in OpenAlex.

  1. Trial
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  3. Trial
  4. Review
  5. Article
  6. Review
  7. Article
  8. Meta-unstable mRNAs in activated CD8Nature communications · 2026
    Article
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  14. Article
  15. Article
  16. Article
  17. Guidelines for mitochondrial RNA analysis.Molecular therapy. Nucleic acids · 2024
    Review
  18. Article
  19. Review
  20. Article

150 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 2 institutions in 1 country.

Markus HafnerHoward Hughes Medical Institute, Laboratory for RNA Molecular Biology, The Rockefeller University, New York, New York 10065, USA.
Neil Renwick
Miguel Brown
Aleksandra Mihailović
Daniel Holoch
Carolina Lin
John T G Pena
Jeffrey D Nusbaum
Pavel Morozov
Janos Ludwig
Tolulope Ojo
Shujun Luo
Gary Schroth
Thomas Tuschl
Howard Hughes Medical Institute · USIllumina (United States) · US

Funding

Weill Cornell/Rockefeller/Sloan-Kettering MST ProgramT32GM007739 · NIGMS · WEILL MEDICAL COLL OF CORNELL UNIV · PI HSU, KATHARINE C · 1985 to 2023
$51.1M
The role of microRNAs in pancreas developmentP01GM073047 · NIGMS · ROCKEFELLER UNIVERSITY · PI TUSCHL, THOMAS · 2005 to 2009
$6.2M
Developing miRNA diagnostic methods and identifying tumor regulatory networksRC1CA145442 · NCI · ROCKEFELLER UNIVERSITY · PI TUSCHL, THOMAS · 2009 to 2010
$832k
Post-transcriptional regulation of gene expression in major TDP43 diseasesK08NS072235 · NINDS · ROCKEFELLER UNIVERSITY · PI RENWICK, NEIL MACDONALD · 2010 to 2013
$687k
Howard Hughes Medical InstituteNCI NIH HHS RC1 CA145442NCI NIH HHS RC1CA145442NIGMS NIH HHS GM073047NIGMS NIH HHS P01 GM073047NIGMS NIH HHS T32 GM007739NIMH NIH HHS MH08442NINDS NIH HHS K08 NS072235NINDS NIH HHS K08NS072235-01
6 · The paper itself

Abstract

Sequencing of small RNA cDNA libraries is an important tool for the discovery of new RNAs and the analysis of their mutational status as well as expression changes across samples. It requires multiple enzyme-catalyzed steps, including sequential oligonucleotide adapter ligations to the 3' and 5' ends of the small RNAs, reverse transcription (RT), and PCR. We assessed biases in representation of miRNAs relative to their input concentration, using a pool of 770 synthetic miRNAs and 45 calibrator oligoribonucleotides, and tested the influence of Rnl1 and two variants of Rnl2, Rnl2(1-249) and Rnl2(1-249)K227Q, for 3'-adapter ligation. The use of the Rnl2 variants for adapter ligations yielded substantially fewer side products compared with Rnl1; however, the benefits of using Rnl2 remained largely obscured by additional biases in the 5'-adapter ligation step; RT and PCR steps did not have a significant impact on read frequencies. Intramolecular secondary structures of miRNA and/or miRNA/3'-adapter products contributed to these biases, which were highly reproducible under defined experimental conditions. We used the synthetic miRNA cocktail to derive correction factors for approximation of the absolute levels of individual miRNAs in biological samples. Finally, we evaluated the influence of 5'-terminal 5-nt barcode extensions for a set of 20 barcoded 3' adapters and observed similar biases in miRNA read distribution, thereby enabling cost-saving multiplex analysis for large-scale miRNA profiling.

Indexed as

Gene LibraryDNA PrimersGene Expression ProfilingHigh-Throughput Nucleotide SequencingMicroRNAsMultigene FamilyOligonucleotidesPolymerase Chain ReactionRNA Ligase (ATP)Sequence Analysis, RNADNA PrimersMicroRNAsOligonucleotidesRNA Ligase (ATP)

Identifiers

PMID21775473
PMCPMC3162335
OpenAlexW2148612363

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.