Evidence map›Paper›PMID 36547391›Full record

ArticleJournal of the American Chemical Society2023

Characterizing the Conformational Free-Energy Landscape of RNA Stem-Loops Using Single-Molecule Field-Effect Transistors.

Sukjin S Jang, Sarah Dubnik, Jason Hon, Björn Hellenkamp, David G Lynall, Kenneth L Shepard, Colin Nuckolls, Ruben L Gonzalez

Open access · greenAbstract read
In one paragraph

Article in Journal of the American Chemical Society, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.7field-weighted citation impact, top 30% 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

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Has AlphaFold3 achieved success for RNA?Acta crystallographica. Section D, Structural biology · 2025
    Article
  5. 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

8 authors at 1 institution in 1 country.

Sukjin S JangDepartment of Chemistry, Columbia University, 3000 Broadway, New York, New York10027, United States.ORCID 0000-0002-4360-0722
Sarah DubnikDepartment of Chemistry, Columbia University, 3000 Broadway, New York, New York10027, United States.
Jason HonDepartment of Chemistry, Columbia University, 3000 Broadway, New York, New York10027, United States.
Björn HellenkampDepartment of Electrical Engineering, Columbia University, 3000 Broadway, New York, New York10027, United States.ORCID 0000-0001-7623-1452
David G LynallDepartment of Electrical Engineering, Columbia University, 3000 Broadway, New York, New York10027, United States.
Kenneth L ShepardDepartment of Electrical Engineering, Columbia University, 3000 Broadway, New York, New York10027, United States.ORCID 0000-0003-0665-6775
Colin NuckollsDepartment of Chemistry, Columbia University, 3000 Broadway, New York, New York10027, United States.ORCID 0000-0002-0384-5493
Ruben L GonzalezDepartment of Chemistry, Columbia University, 3000 Broadway, New York, New York10027, United States.
Columbia University · US

Funding

Sub-project 9U54GM074958 · NIGMS · RUTGERS THE ST UNIV OF NJ NEW BRUNSWICK · PI MURRAY, DIANA · 2005 to 2009
$56.6M
University of Georgia ProjectU54GM094597 · NIGMS · RUTGERS, THE STATE UNIV OF N.J. · PI ROST, BURKHARD · 2010 to 2014
$36.9M
STRUCTURAL GENOMICS OF EUKARYOTIC MODEL ORGANISMSP50GM062413 · NIGMS · RUTGERS THE ST UNIV OF NJ NEW BRUNSWICK · PI MONTELIONE, GAETANO T · 2000 to 2004
$33.5M
Sub 9 at AECMU54GM075026 · NIGMS · NEW YORK STRUCTURAL BIOLOGY CENTER · PI GOUAUX, JAMES E · 2005 to 2009
$16.8M
Studies of Riboswitch-Mediated Transcriptional Control Using Single-Molecule FielR01GM107417 · NIGMS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI GONZALEZ, RUBEN L, NUCKOLLS, COLIN P · 2014 to 2017
$1.5M
Combination CD-Fluorescence Polarization Spectrophotometer for the Columbia Precision Biomolecular Characterization FacilityS10OD025102 · OD · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI HUNT, JOHN FRANCIS · 2018 to 2018
$138k
NIGMS NIH HHS P50 GM062413NIGMS NIH HHS R01 GM107417NIGMS NIH HHS U54 GM074958NIGMS NIH HHS U54 GM075026NIGMS NIH HHS U54 GM094597NIH HHS S10 OD025102
6 · The paper itself

Abstract

We have developed and used single-molecule field-effect transistors (smFETs) to characterize the conformational free-energy landscape of RNA stem-loops. Stem-loops are one of the most common RNA structural motifs and serve as building blocks for the formation of complex RNA structures. Given their prevalence and integral role in RNA folding, the kinetics of stem-loop (un)folding has been extensively characterized using both experimental and computational approaches. Interestingly, these studies have reported vastly disparate timescales of (un)folding, which has been interpreted as evidence that (un)folding of even simple stem-loops occurs on a highly rugged conformational energy landscape. Because smFETs do not rely on fluorophore reporters of conformation or mechanical (un)folding forces, they provide a unique approach that has allowed us to directly monitor tens of thousands of (un)folding events of individual stem-loops at a 200 μs time resolution. Our results show that under our experimental conditions, stem-loops (un)fold over a 1-200 ms timescale during which they transition between ensembles of unfolded and folded conformations, the latter of which is composed of at least two sub-populations. The 1-200 ms timescale of (un)folding we observe here indicates that smFETs report on complete (un)folding trajectories in which unfolded conformations of the RNA spend long periods of time wandering the free-energy landscape before sampling one of several misfolded conformations or the natively folded conformation. Our findings highlight the extremely rugged landscape on which even the simplest RNA structural elements fold and demonstrate that smFETs are a unique and powerful approach for characterizing the conformational free-energy of RNA.

Indexed as

RNARNA FoldingKineticsMolecular ConformationNucleic Acid ConformationProtein FoldingThermodynamicsRNA

Identifiers

PMID36547391
PMCPMC10025942
OpenAlexW4312094294

What OpenQuestion holds

Textmetadata
LicenceTDM
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.