Evidence map›Paper›PMID 41674381›Full record

ArticleNucleic acids research2026

High-throughput measurement and prediction of the i-motif DNA stability landscape.

Chengjie Chu, Shilong Zhang, Ziyue Guan, Jiqing Shen, Tengshuo Luo, Jun Zhou, Jean-Louis Mergny, Mingpan Cheng

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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Chengjie ChuState Key Laboratory of Natural Medicines, School of Engineering, China Pharmaceutical University, Nanjing211198,China.
Shilong ZhangState Key Laboratory of Natural Medicines, School of Engineering, China Pharmaceutical University, Nanjing211198,China.
Ziyue GuanState Key Laboratory of Natural Medicines, School of Engineering, China Pharmaceutical University, Nanjing211198,China.
Jiqing ShenState Key Laboratory of Natural Medicines, School of Engineering, China Pharmaceutical University, Nanjing211198,China.
Tengshuo LuoState Key Laboratory of Natural Medicines, School of Engineering, China Pharmaceutical University, Nanjing211198,China.
Jun ZhouState Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry & Chemical Engineering, Nanjing University, Nanjing210023,China.ORCID 0000-0002-6793-3169
Jean-Louis MergnyLaboratoire d'Optique et Biosciences, Ecole Polytechnique, CNRS, INSERM, Institut Polytechnique de Paris, Palaiseau91120,France.ORCID 0000-0003-3043-8401
Mingpan ChengState Key Laboratory of Natural Medicines, School of Engineering, China Pharmaceutical University, Nanjing211198,China.ORCID 0000-0003-1282-0076

Funding

CNRSEcole PolytechniqueInnovation and Entrepreneurship (Shuangchuang) Program of Jiangsu Province 2024InsermNational Foreign Experts Program S20250128National Natural Science Foundation of China 22177047National Natural Science Foundation of China 22307143Natural Science Foundation of Jiangsu Province BF2024075Natural Science Foundation of Jiangsu Province BKA20231007Sate Key Laboratory of Analytical Chemistry for Life Science SKLACLS2505
6 · The paper itself

Abstract

The i-motif, a cytosine-rich DNA secondary structure, exhibits pH- and temperature-dependent stability. We developed a high-throughput, five-dimensional ultraviolet melting/annealing (5DUVMA) method to systematically probe these dependencies. It enables the simultaneous assessment of thermal stability and pH sensitivity. Results show ionic strength and pH or temperature inversely affect thermal stability and pH sensitivity, respectively. A predictive mathematical model, powered by high-resolution 5DUVMA data, was established for bidirectional prediction of thermal stability and pH sensitivity. This framework was extended to decode multistep structural transitions in long C-tract i-motifs. We found that lower ionic strength and higher pH promote more melting steps and preferentially populate the less stable i-motif species. Our work provides a transformative platform and modeling approach for decoupling the complex environmental dependencies of nucleic acid structures.

Indexed as

DNANucleotide MotifsCytosineHydrogen-Ion ConcentrationNucleic Acid ConformationNucleic Acid DenaturationOsmolar ConcentrationTemperatureCytosineDNA

Identifiers

PMID41674381
PMCPMC12895074

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.