Evidence map›Paper›PMID 41981770›Full record

ArticleJournal of chemical information and modeling2026

Transient Aggregation-Prone States in Disordered Proteins as Therapeutic Targets: The Amyloid-β Case.

Margherita Bini, Valentina Tozzini, Luca Bellucci

Abstract read
In one paragraph

Article in Journal of chemical information and modeling, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Margherita BiniScuola Normale Superiore, P.za S. Silvestro 12, 56127Pisa, Italy.ORCID 0000-0002-7829-3507
Valentina TozziniScuola Normale Superiore, P.za S. Silvestro 12, 56127Pisa, Italy.ORCID 0000-0002-7586-5039
Luca BellucciScuola Normale Superiore, P.za S. Silvestro 12, 56127Pisa, Italy.ORCID 0000-0003-2031-064X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The amyloid-β (Aβ) peptide is an intrinsically disordered protein whose self-association into toxic oligomers underlies Alzheimer's disease. Because of its dynamic and heterogeneous nature, identifying the conformational states that nucleate aggregation remains a central challenge. In this work, we introduce a chemically interpretable descriptor of amyloidogenic propensity derived from self-docking analyses of conformational ensembles generated through temperature-replica exchange molecular dynamics (T-REMD) using different and complementary force fields. This descriptor classifies individual conformers within the generated ensembles according to their intrinsic aggregation tendency, enabling the identification of metastable, aggregation-prone states. The resulting ensembles reproduce experimental observables, and their classification based on amyloidogenic propensity provides a consistent structural basis for the rationalization and study of these metastable conformers. As a test, we demonstrate that the molecular chaperone DNAJB6, experimentally known to bind amyloidogenic conformations, preferentially interacts with aggregation-prone conformers, thus supporting both the proposed protocol and the consistency of the classification scheme. More broadly, this framework outlines a potentially generalizable strategy to identify metastable states in intrinsically disordered proteins as prospective pharmacological targets to help develop drugs or biomolecules capable of inhibiting the early stages of their aggregation.

Indexed as

Amyloid beta-PeptidesIntrinsically Disordered ProteinsMolecular Targeted TherapyProtein AggregatesHSP40 Heat-Shock ProteinsHumansMolecular ChaperonesMolecular Dynamics SimulationProtein ConformationAmyloid beta-PeptidesHSP40 Heat-Shock ProteinsIntrinsically Disordered ProteinsMolecular ChaperonesProtein Aggregates

Identifiers

PMID41981770
PMCPMC13250902

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.