Evidence map›Paper›PMID 41301550›Full record

ReviewBiomolecules2025

Sequence Determinants of G-Quadruplex Thermostability: Aligning Evidence from High-Precision Biophysics and High-Throughput Genomics.

Ke Xiao, Jiye Fu, Rongxin Zhang, Jing Tu

Abstract readReview
In one paragraph

Review in Biomolecules, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Ke XiaoState Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing 211189, China.ORCID 0000-0002-0169-4185
Jiye FuState Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing 211189, China.
Rongxin ZhangRobert Lurie Comprehensive Cancer Center, Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
Jing TuState Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing 211189, China.ORCID 0000-0002-1310-5915

Funding

Fundamental Research Funds for the Central Universities of China 2242023K5005National Natural Science Foundation of China 62002060
6 · The paper itself

Abstract

G-quadruplexes (G4s) are non-canonical nucleic acid structures that function as key regulatory elements in crucial cellular processes. Their biological functions are intrinsically linked to thermostability, which is governed by specific sequence features. This review systematically synthesizes evidence from high-precision biophysical studies and high-throughput genomic assays to delineate the sequence determinants of G4 thermostability. Analyses align the trends derived from both methodological paradigms and establish that stability emerges from a complex interplay among three structural elements: the G-tract core, whose length and integrity generally govern stability despite notable exceptions such as the anomalous stability of short G-tracts with 1-nt loops and the stabilization induced by large, structured bulges; the loops, which exhibit a consistent inverse relationship between length and stability across methods, though with context-dependent compositional effects and methodological disparities; and the flanking sequences, whose composition modulates stability and can bias topological outcomes. By integrating findings across scales, this work provides a unified conceptual framework connecting biophysical measurements with genomic observations-a critical step toward computationally predicting G4 stability, topology, and function directly from sequence, thereby advancing the understanding of their roles in health and disease.

Indexed as

GenomicsG-QuadruplexesBiophysicsDNAHumansDNAbiophysical assayG-quadruplexhigh-throughput sequencingsequence featuresthermostability

Identifiers

PMID41301550
PMCPMC12650012

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.