Evidence map›Paper›PMID 41489347›Full record

ArticlePhysical chemistry chemical physics : PCCP2026

Predicting protein-nucleic acid flexibility using persistent sheaf Laplacians.

Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei

Abstract read
In one paragraph

Article in Physical chemistry chemical physics : PCCP, 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

5 · Who and what money

Authors and funding

3 authors.

Nicole HayesDepartment of Mathematics, Michigan State University, MI 48824, USA. merkurje@msu.edu.ORCID http://orcid.org/0000-0003-1772-0306
Ekaterina MerkurjevDepartment of Mathematics, Michigan State University, MI 48824, USA. merkurje@msu.edu.ORCID http://orcid.org/0000-0002-2489-8332
Guo-Wei WeiDepartment of Mathematics, Michigan State University, MI 48824, USA. merkurje@msu.edu.ORCID http://orcid.org/0000-0001-8132-5998

Funding

Discovery-Driven Mathematics and Artificial Intelligence for Biosciences and Drug DiscoveryR35GM148196 · NIGMS · UNIVERSITY OF GEORGIA · PI Guowei Wei · 2023 to 2026
$1.5M
NIGMS NIH HHS R35 GM148196
6 · The paper itself

Abstract

Understanding the flexibility of protein-nucleic acid complexes, often characterized by atomic

Indexed as

Nucleic AcidsProteinsRNAModels, MolecularNucleic AcidsProteinsRNA

Identifiers

PMID41489347
PMCPMC12767283

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.