Evidence map›Paper›PMID 33902448›Full record

ArticleBMC bioinformatics2021

Paired-end small RNA sequencing reveals a possible overestimation in the isomiR sequence repertoire previously reported from conventional single read data analysis.

Jose Francisco Sanchez Herrero, Raquel Pluvinet, Antonio Luna de Haro, Lauro Sumoy

Abstract read
In one paragraph

Article in BMC bioinformatics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
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

9 citing papers in PubMed.

  1. Article
  2. IsomiR stoichiometry changes as disease biomarkers.Molecular therapy. Nucleic acids · 2025
    Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Review
  8. Article
  9. Review
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

4 authors.

Jose Francisco Sanchez HerreroInstitut Germans Trias i Pujol (IGTP), Badalona, Spain.ORCID http://orcid.org/0000-0001-6771-4807
Raquel PluvinetInstitut Germans Trias i Pujol (IGTP), Badalona, Spain.ORCID http://orcid.org/0000-0002-4955-8238
Antonio Luna de HaroInstitut Germans Trias i Pujol (IGTP), Badalona, Spain.ORCID http://orcid.org/0000-0002-2605-8716
Lauro SumoyInstitut Germans Trias i Pujol (IGTP), Badalona, Spain. lsumoy@igtp.cat.ORCID http://orcid.org/0000-0003-0005-4618

Funding

AGAUR 2017 SGR 484ISCIII CA18/00019ISCIII PI10-01154
6 · The paper itself

Abstract

backgroundNext generation sequencing has allowed the discovery of miRNA isoforms, termed isomiRs. Some isomiRs are derived from imprecise processing of pre-miRNA precursors, leading to length variants. Additional variability is introduced by non-templated addition of bases at the ends or editing of internal bases, resulting in base differences relative to the template DNA sequence. We hypothesized that some component of the isomiR variation reported so far could be due to systematic technical noise and not real.

resultsWe have developed the XICRA pipeline to analyze small RNA sequencing data at the isomiR level. We exploited its ability to use single or merged reads to compare isomiR results derived from paired-end (PE) reads with those from single reads (SR) to address whether detectable sequence differences relative to canonical miRNAs found in isomiRs are true biological variations or the result of errors in sequencing. We have detected non-negligible systematic differences between SR and PE data which primarily affect putative internally edited isomiRs, and at a much smaller frequency terminal length changing isomiRs. This is relevant for the identification of true isomiRs in small RNA sequencing datasets.

conclusionsWe conclude that potential artifacts derived from sequencing errors and/or data processing could result in an overestimation of abundance and diversity of miRNA isoforms. Efforts in annotating the isomiRnome should take this into account.

Indexed as

Data AnalysisMicroRNAsExome SequencingHigh-Throughput Nucleotide SequencingSequence Analysis, RNAMicroRNAsIsomiRmiRNAPaired-end sequencing

Identifiers

PMID33902448
PMCPMC8077951

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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.