Evidence map›Paper›PMID 41339092›Full record

ArticleRNA (New York, N.Y.)2026

PANTHER Score: Protein-Affinity for Nucleic Target-binding, Hybridization, and Energy Regression.

Parisa Aletayeb, Akash Deep Biswas, Stefano Rocca, Carmine Talarico, Giulio Vistoli, Alessandro Pedretti

Abstract read
In one paragraph

Article in RNA (New York, N.Y.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

6 authors.

Parisa AletayebDipartimento di Scienze Farmaceutiche, Università degli Studi di Milano, Milano 20133, Italy.ORCID 0009-0001-5258-2677
Akash Deep BiswasEXSCALATE, Dompé Farmaceutici S.p.A., Napoli 80131, Italy akashdeep.biswas@dompe.com.ORCID 0000-0003-1108-8848
Stefano RoccaDipartimento di Scienze Farmaceutiche, Università degli Studi di Milano, Milano 20133, Italy.ORCID 0009-0004-1490-5860
Carmine TalaricoEXSCALATE, Dompé Farmaceutici S.p.A., Napoli 80131, Italy.ORCID 0000-0003-4789-0955
Giulio VistoliDipartimento di Scienze Farmaceutiche, Università degli Studi di Milano, Milano 20133, Italy.ORCID 0000-0002-3939-5172
Alessandro PedrettiDipartimento di Scienze Farmaceutiche, Università degli Studi di Milano, Milano 20133, Italy.ORCID 0000-0001-5916-2029

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although protein-RNA interactions are crucial for many biological processes, predicting their binding free energies (Δ

Indexed as

RNARNA-Binding ProteinsMachine LearningMolecular Dynamics SimulationNucleic Acid HybridizationProtein BindingThermodynamicsRNARNA-Binding Proteinsbinding free energy (ΔG)machine learning modelspairwise interaction energiespredictive modelingprotein-RNA interactionsRNA-therapeutics

Identifiers

PMID41339092
PMCPMC12810179

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.