Evidence map›Paper›PMID 42635121›Full record

ArticleNucleic acids research2026

Massively parallel characterization of RNA G-quadruplex stability and molecular recognition.

Justin G Martyr, Bryan B Guzmán, Alli Jimenez, Rebekah L Rothacher, Francisco F Cavazos, Yue Hu, Rhese D Thompson, Anthony M Mustoe, Maria M Aleman, Daniel Dominguez

Abstract read
In one paragraph

Article in Nucleic acids research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Contributions of Folded and Disordered Domains to RNA Binding by HNRNPR.bioRxiv : the preprint server for biology · 2025
    Article
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

10 authors.

Justin G MartyrDepartment of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States.ORCID 0000-0002-0057-5387
Bryan B GuzmánDepartment of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States.ORCID 0000-0002-2711-9533
Alli JimenezDepartment of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States.ORCID 0009-0002-5251-9990
Rebekah L RothacherTherapeutic Innovation Center (THINC), Verna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, TX 77030, United States.ORCID 0009-0008-3268-1441
Francisco F CavazosDepartment of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States.ORCID 0009-0000-1804-9601
Yue HuDepartment of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States.ORCID 0000-0002-2858-0831
Rhese D ThompsonDepartment of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States.ORCID 0000-0002-6588-0665
Anthony M MustoeTherapeutic Innovation Center (THINC), Verna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, TX 77030, United States.ORCID 0000-0001-9346-1559
Maria M AlemanDepartment of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States.ORCID 0000-0002-1714-0363
Daniel DominguezDepartment of Pharmacology, University of North Carolina, Chapel Hill, NC 27599, United States.ORCID 0000-0002-8630-2776

Funding

Research Training in Hematology at UNC Chapel HillT32HL007149 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Nigel S. Key · 1985 to 2026
$8.6M
Predoctoral Training in the Pharmacological SciencesT32GM135095 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Joseph Mauro Calabrese, Michael James Emanuele · 2020 to 2026
$3.6M
Protein Disorder as a Modifier of RNA Binding and RegulationR35GM142864 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Daniel Issac Dominguez · 2021 to 2026
$2.5M
Role of structural dynamics in RNA regulationR35GM147010 · NIGMS · BAYLOR COLLEGE OF MEDICINE · PI Anthony McDowell Mustoe · 2022 to 2026
$2.0M
Molecular and Cellular Biophysics Training GrantT32GM148376 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Matthew R Redinbo, Qi Zhang · 2024 to 2026
$1.4M
NHLBI NIH HHS T32 HL007149NHLBI NIH HHS T32HL007149NIGMS NIH HHS R35 GM142864NIGMS NIH HHS R35GM142864NIGMS NIH HHS R35 GM147010NIGMS NIH HHS R35GM147010NIGMS NIH HHS T32 GM135095NIGMS NIH HHS T32GM135095NIGMS NIH HHS T32 GM148376NIGMS NIH HHS T32GM148376NIH HHSUniversity of North Carolina
6 · The paper itself

Abstract

RNA G-quadruplexes (rG4s) have been implicated as important regulators of RNA metabolism and are promising targets for RNA-targeted therapeutics. rG4s typically require a canonical (G≥2N1-7)4 motif, but the sequence features that affect rG4 stability and recognition by RNA-binding proteins (RBPs) and rG4-binding ligands are not fully understood. To interrogate sequence-level drivers of rG4 folding, we applied a reverse-transcriptase stop sequencing strategy to a library of ∼3000 synthetic rG4s with varied G-tract lengths, loop lengths, and loop compositions, permitting massively parallel quantification of rG4 stability. Our data confirm known sequence-level features and characterize novel combinatorial impacts of these features. We also assessed systematically mutagenized natural rG4s, revealing unexpected mutations that significantly affect rG4 stability, including contributions from flanking sequences outside of the rG4. We further used our strategy to assess rG4 recognition preferences of the model rG4 ligand pyridostatin, revealing a preferential stabilization of rG4s containing mixed-length G-tracts. We additionally demonstrated the potential for large-scale protein-binding assays with our library to reveal rG4 features recognized by RBPs, specifically G3BP1 and FMRP. Our approach and data provide a generalizable framework to study sequence-level drivers of rG4 stability, binding by RBPs, and ligand interactions, defining basic principles of rG4 formation and downstream biology.

Indexed as

G-QuadruplexesRNAAminoquinolinesLigandsMutationPicolinic AcidsRNA-Binding ProteinsRNA StabilityAminoquinolinesLigandsPicolinic AcidspyridostatinRNARNA-Binding Proteins

Identifiers

PMID42635121
PMCPMC13501134

What OpenQuestion holds

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Registered trials

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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.