Evidence map›Paper›PMID 41626441›Full record

ArticleACS omega2026

The Role of the Electronic Structure during Protein Folding through Electron Density-Based Quantum Chemical Descriptors.

Acassio Rocha-Santos, Igor Barden Grillo, Gabriel Aires Urquiza-Carvalho, Gerd Bruno Rocha

Abstract read
In one paragraph

Article in ACS omega, 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

4 authors.

Acassio Rocha-SantosDepartment of Chemistry, Federal University of Paraíba, Cidade Universitária, João Pessoa, Paraíba 58051-900, Brazil.ORCID https://orcid.org/0000-0001-9928-9067
Igor Barden GrilloDepartment of Chemistry, Federal University of Paraíba, Cidade Universitária, João Pessoa, Paraíba 58051-900, Brazil.
Gabriel Aires Urquiza-CarvalhoDepartment of Chemistry, Federal University of Pernambuco, Cidade Universitária, Recife, Pernambuco 50670-901, Brazil.
Gerd Bruno RochaDepartment of Chemistry, Federal University of Paraíba, Cidade Universitária, João Pessoa, Paraíba 58051-900, Brazil.ORCID https://orcid.org/0000-0001-9805-9497

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

One of the major challenges in protein folding is understanding the role that the electronic structure of proteins plays during their folding. We emphasize that the structural and dynamic properties of proteins are extremely important for understanding how their conformational changes occur during folding. However, since the electronic structure is intrinsically related to the atomic structure, further analysis of the electronic structure during folding may assist in the development of methods for predicting protein biological activity. In this study, we applied statistical sampling in molecular dynamics folding trajectories, and subsequent calculations of global and local quantum chemical molecular descriptors calculated by DFT-D3 and semiempirical quantum chemical methods for three fast-folding proteins (NTL9, BBA, and α3D). We observe an intriguing trend in the local hardness per residue (η

Identifiers

PMID41626441
PMCPMC12854502

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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.