Evidence map›Paper›PMID 42040626›Full record

ArticleFrontiers in chemistry2026

QM/MM hybrid simulation of enzyme-Mn synergistic catalysis for quinazolinones: computational determination of activation energy and transition state.

Haotian Cao

Abstract read
In one paragraph

Article in Frontiers in chemistry, 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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0cells of the map it votes in
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

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

1 author.

Haotian CaoSchool of Chemical Engineering, Huaiyin Institute of Technology, Huaian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Quinazolinone derivatives are important nitrogen-containing heterocycles widely used in antitumor agents and functional materials, but their conventional synthesis often relies on noble-metal catalysts and inefficient multistep processes with considerable environmental costs. In this study, we developed a QM/MM hybrid simulation and experimental validation framework to investigate the synergistic catalytic mechanism of an enzyme-Mn system for quinazolinone synthesis and to clarify how metal pre-activation and enzymatic microenvironment jointly regulate the reaction pathway and transition-state stability. Density functional theory, QM/MM calculations, and molecular dynamics simulations were integrated to quantify geometric configuration, charge distribution, solvation effects, substrate binding, and transition-state evolution in the catalytic process. The results showed that Mn-assisted enzyme catalysis reduced the activation energy by 36.5% compared with the enzyme-only system, while the predicted transition-state infrared frequencies deviated by less than 8 cm

Indexed as

activation energy reductionenzyme-metal synergistic catalysisquantum mechanical calculationssustainable synthesistransition state conformation

Identifiers

PMID42040626
PMCPMC13107245

What Socratic holds

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LicenceCC BY
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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 Socratic graph.