Evidence map›Paper›PMID 42087784›Full record

ArticleNucleic acids research2026

cgNA+min: computation of sequence-dependent dsDNA energy-minimizing minicircles.

Raushan Singh, Jaroslaw Glowacki, Marius Beaud, Federica Padovano, Robert S Manning, John H Maddocks

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Raushan SinghDepartment of Mechanical Engineering, IIT Madras, 600036 Chennai, India.ORCID 0000-0002-8724-298X
Jaroslaw GlowackiInstitute of Mathematics, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.ORCID 0009-0006-7087-4231
Marius BeaudInstitute of Mathematics, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.
Federica PadovanoInstitute of Mathematics, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.
Robert S ManningDepartment of Mathematics and Statistics, Haverford College, 370 Lancaster Ave., 19041 PA, United States.ORCID 0000-0001-6602-1582
John H MaddocksInstitute of Mathematics, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland.ORCID 0000-0003-1127-8481

Funding

Oxford University PressSwiss National Science Foundation 200020-182184Swiss National Science Foundation IP24251547MENFSC009062
6 · The paper itself

Abstract

The recently developed cgNA+ model of double-stranded DNA (dsDNA) accurately predicts equilibrium distributions (in solution) of linear dsDNA fragments of arbitrary sequence, expressed in enhanced Curves+ internal coordinates. This article introduces cgNA+min, a computational framework built on the cgNA+ energy to compute sequence-dependent energy-minimizing configurations of topologically closed dsDNA minicircles with a range of linking numbers. We employ a chain rule to re-express the cgNA+ energy in absolute coordinates using quaternions, which drastically simplifies the minicircle looping constraint. Additionally, a semi-analytic method generates sequence-dependent, reasonably low-energy, initial guesses for minicircles of prescribed link, which enhances efficiency of our energy-minimizing algorithm. Leveraging this efficiency, we analyze 190K random DNA sequences with lengths from 88 to 106 base pairs, revealing multiplicities over different values of link, and of distinct energy minimizers at the same link. The length dependence of the sequence-average of cgNA+min predicted minicircle energies at prescribed link matches closely to the twisted worm-like chain model, while the variation of those energies with sequence at fixed length and link is shown to be comparatively large. For various specific sequence families, we verify that cgNA+min minicircle energies closely correlate with energies derived from experimentally measured cyclization $J$-factors.

Indexed as

DNAAlgorithmsBase SequenceModels, MolecularNucleic Acid ConformationThermodynamicsDNA

Identifiers

PMID42087784
PMCPMC13139857

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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.