ArticleBMC biology2022
Enhanced transcriptome-wide RNA G-quadruplex sequencing for low RNA input samples with rG4-seq 2.0.
Article in BMC biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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.
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.
Who cites it
15 citing papers in PubMed, 23 citations in OpenAlex.
- RNA G-quadruplex-protein interactions: from nuclear RNA processing to cytoplasmic stress response and neurodegeneration.RNA biology · 2026Review
- Discovery of a G-rich ultra stable human ncRNA G-quadruplex that binds ATP.Non-coding RNA research · 2026Article
- MoRNiNG: A Database of RNA Modification Sites Associated with RNA Secondary Structure Dynamics.Genomics, proteomics & bioinformatics · 2026Article
- Identification of conserved RNA regulatory switches in living cells using RNA secondary structure ensemble mapping and covariation analysis.Nature biotechnology · 2026Article
- RNA functional modulation by Mitoxantrone via RNA structural ensemble repartitioning.Nature communications · 2026Article
- Differential Evolution of CDS and UTR Non-canonical RNA G-quadruplex Structures in Eukaryotic Transcriptomes.Genomics, proteomics & bioinformatics · 2025Article
- Quadrupia provides a comprehensive catalog of G-quadruplexes across genomes from the tree of life.Genome research · 2025Article
- TDP-43 binds to RNA G-quadruplex structure and regulates mRNA stability and translation.Nucleic acids research · 2025Article
- Small molecules reveal differential shifts in stability and protein binding for G-quadruplex RNA.bioRxiv : the preprint server for biology · 2025Article
- ALS-associated FUS mutation reshapes the RNA and protein composition of stress granules.Nucleic acids research · 2024Article
- DHX36 binding induces RNA structurome remodeling and regulates RNA abundance via mNature communications · 2024Article
- Review
- The multivalent G-quadruplex (G4)-ligands MultiTASQs allow for versatile click chemistry-based investigations.RSC chemical biology · 2023Article
- rG4detector, a novel RNA G-quadruplex predictor, uncovers their impact on stress granule formation.Nucleic acids research · 2022Article
- Secondary structures in RNA synthesis, splicing and translation.Computational and structural biotechnology journal · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRNA G-quadruplexes (rG4s) are non-canonical structural motifs that have diverse functional and regulatory roles, for instance in transcription termination, alternative splicing, mRNA localization and stabilization, and translational process. We recently developed the RNA G-quadruplex structure sequencing (rG4-seq) technique and described rG4s in both eukaryotic and prokaryotic transcriptomes. However, rG4-seq suffers from a complicated gel purification step and limited PCR product yield, thus requiring a high amount of RNA input, which limits its applicability in more physiologically or clinically relevant studies often characterized by the limited availability of biological material and low RNA abundance. Here, we redesign and enhance the workflow of rG4-seq to address this issue.
resultsWe developed rG4-seq 2.0 by introducing a new ssDNA adapter containing deoxyuridine during library preparation to enhance library quality with no gel purification step, less PCR amplification cycles and higher yield of PCR products. We demonstrate that rG4-seq 2.0 produces high-quality cDNA libraries that support reliable and reproducible rG4 identification at varying RNA inputs, including RNA mounts as low as 10 ng. rG4-seq 2.0 also improved the rG4-seq calling outcome and nucleotide bias in rG4 detection persistent in rG4-seq 1.0. We further provide in vitro mapping of rG4 in the HEK293T cell line, and recommendations for assessing RNA input and sequencing depth for individual rG4 studies based on transcript abundance.
conclusionsrG4-seq 2.0 can improve the identification and study of rG4s in low abundance transcripts, and our findings can provide insights to optimize cDNA library preparation in other related methods.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.