Evidence map›Paper›PMID 41128282›Full record

ArticleJournal of the American Chemical Society2025

Noncovalent Interactions in Density Functional Theory: All the Charge Density We Do Not See.

Almaz Khabibrakhmanov, Matteo Gori, Carolin Müller, Alexandre Tkatchenko

Erratum issuedAbstract read
In one paragraph

Article in Journal of the American Chemical Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Almaz KhabibrakhmanovDepartment of Physics and Materials Science, University of Luxembourg, L-1511 Luxembourg City, Luxembourg.ORCID 0000-0003-3148-8064
Matteo GoriDepartment of Physics and Materials Science, University of Luxembourg, L-1511 Luxembourg City, Luxembourg.ORCID 0000-0002-0777-133X
Carolin MüllerDepartment of Physics and Materials Science, University of Luxembourg, L-1511 Luxembourg City, Luxembourg.ORCID 0000-0002-5968-2216
Alexandre TkatchenkoDepartment of Physics and Materials Science, University of Luxembourg, L-1511 Luxembourg City, Luxembourg.ORCID 0000-0002-1012-4854

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Exact determination of the electronic density of molecules and materials would provide direct access to accurate bonded and nonbonded interatomic interactions via the Hellman-Feynman theorem. However, density-functional approximations (DFAs)─the workhorse methods for the electronic structure of atomistic systems─only provide approximate and sometimes unreliable electron densities. In this work, we demonstrate that long-range van der Waals (vdW) dispersion interactions can induce significant polarization in the electron density, with the magnitude of effect growing with system size. We evaluate vdW-induced density shifts using newly developed fully coupled and optimally tuned variant of many-body dispersion model (MBD@FCO), benchmarked against accurate coupled-cluster densities. Applied to supramolecular data sets (S12L and L7) and a prototype protein (Fip35-WW), our approach reveals that dispersion-driven polarization alters long-range electrostatic potentials by up to 4 kcal/mol and reshapes noncovalent interaction (NCI) isosurfaces, producing smooth and chemically interpretable interaction regions. These findings demonstrate that dispersion interactions leave a measurable imprint on the electron density, with implications for electrostatics, biomolecular modeling, and density-based chemical analysis. Our results bridge energy-based dispersion models and density-functional theory, paving the way toward dispersion-consistent DFAs and improved machine-learned models based on electron densities.

Identifiers

PMID41128282
PMCPMC12593390

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.