Evidence map›Paper›PMID 41729346›Full record

ArticleJournal of computer-aided molecular design2026

In silico conversion of ssRNA aptamers to ssDNA: molecular dynamics assessment of structural stability and conformational preservation.

Sabrina Lorenti, Nathalia Oliveira Alqualo, Danilo Caixeta Moreira, Nilson Nicolau Junior, Vivian Alonso Goulart

Abstract read
In one paragraph

Article in Journal of computer-aided molecular design, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

5 authors.

Sabrina LorentiLaboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlândia, Umuarama Campus, Avenida Pará, 1720, 38.400-902, Uberlândia, Minas Gerais, Brazil.
Nathalia Oliveira AlqualoLaboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlândia, Umuarama Campus, Avenida Pará, 1720, 38.400-902, Uberlândia, Minas Gerais, Brazil.
Danilo Caixeta MoreiraLaboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlândia, Umuarama Campus, Avenida Pará, 1720, 38.400-902, Uberlândia, Minas Gerais, Brazil.
Nilson Nicolau JuniorLaboratory of Molecular Modeling, Institute of Biotechnology, Federal University of Uberlândia, Umuarama Campus, Avenida Pará, 1720, 38.400-902, Uberlândia, Minas Gerais, Brazil.
Vivian Alonso GoulartLaboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlândia, Umuarama Campus, Avenida Pará, 1720, 38.400-902, Uberlândia, Minas Gerais, Brazil. alonso.goulart@ufu.br.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The application of single-stranded RNA (ssRNA) aptamers may be limited by their chemical instability and susceptibility to enzymatic degradation, despite their high structural specificity. Thus, this study presents a computational workflow for the rational conversion of ssRNA aptamers (A6 and A11), previously selected for prostate cancer cells, into structurally preserved single-stranded DNA (ssDNA) analogues, termed LN-A6 and LN-A11. The workflow integrates three-dimensional structural modeling, targeted chemical modifications, and molecular dynamics simulations conducted for 200 ns at 300 K and 310 K, aiming to assess conformational preservation under different thermal conditions. Structural comparisons between ssRNA and ssDNA were performed using widely adopted molecular dynamics descriptors, including root-mean-square deviation and the number of intramolecular hydrogen bonds throughout the simulation trajectories. The results indicate that the ssDNA variants retained key structural features of their ssRNA precursors, exhibiting consistent conformational behavior at both analyzed temperatures. Although the ssRNA aptamers displayed more conformationally restricted architectures, the ssDNA analogues preserved sufficient structural integrity to support the feasibility of the conversion from a conformational standpoint. Overall, this study describes a reproducible computational workflow for evaluating structural preservation during the conversion of ssRNA to ssDNA aptamers, providing a methodological foundation for future experimental investigations.

Indexed as

Aptamers, NucleotideDNA, Single-StrandedMolecular Dynamics SimulationRNAHumansHydrogen BondingNucleic Acid ConformationAptamers, NucleotideDNA, Single-StrandedRNAComputational biotechnologyIn silico conversionMolecular dynamics simulationProstate cancerssRNA and ssDNA aptamersStructural stability

Identifiers

PMID41729346
PMCPMC12929362

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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.