Evidence map›Paper›PMID 42021486›Full record

ArticleBiophysical journal2026

Quantum tunneling in DNA methylation: A computational study using QM/MM and molecular dynamics.

Justin Sato, Annabelle Choi, Peace U Clement, Gisela Alvarez, To Dang, Daniel Erenso, Horace T Crogman

Abstract read
In one paragraph

Article in Biophysical journal, 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

7 authors.

Justin SatoCalifornia Academy of Math and Science, Carson, CA, USA; Department of Physics, California State University Dominguez Hills, Carson, CA, USA.
Annabelle ChoiCalifornia Academy of Math and Science, Carson, CA, USA; Department of Physics, California State University Dominguez Hills, Carson, CA, USA.
Peace U ClementDepartment of Physics, California State University Dominguez Hills, Carson, CA, USA.
Gisela AlvarezDepartment of Physics, California State University Dominguez Hills, Carson, CA, USA.
To DangDepartment of Physics, California State University Dominguez Hills, Carson, CA, USA.
Daniel ErensoDepartment of Physics and Astronomy, Middle Tennessee State University, Murfreesboro, TN, USA.
Horace T CrogmanDepartment of Physics, California State University Dominguez Hills, Carson, CA, USA. Electronic address: hcrogman@csudh.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

DNA methylation is a central epigenetic modification regulating gene expression, chromatin structure, and disease progression. Although commonly treated as a thermally activated enzymatic process, quantum tunneling can contribute to methyl transfer in DNA methyltransferases (DNMTs). We present a multiscale computational study combining density functional theory (DFT), hybrid quantum mechanics/molecular mechanics (QM/MM), and tunneling formalisms-Wentzel-Kramers-Brillouin (WKB) analysis as a baseline and ring-polymer instanton (RPI) theory with instanton-Hessian refinement-applied to a Morse-fitted reaction coordinate. Near-well curvature and width are extracted from an enzyme-aligned scan and used to interpret bead-converged RPI actions and kinetic isotope effects (KIEs). In the absence of enzymatic facilitation, WKB predicts negligible tunneling probabilities and astronomically long timescales, underscoring the necessity of a quantum mechanical treatment that includes the catalytic environment. Near the minimum, a quadratic fit gives ξ

Indexed as

DNA MethylationMolecular Dynamics SimulationQuantum MechanicsDNADNADNA methylationepigeneticskinetic isotope effectmolecular dynamicsQM/MMquantum chemistryquantum tunneling

Identifiers

PMID42021486
PMCPMC13351966

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.