Evidence map›Paper›PMID 42509748›Full record

ArticleBiomolecules2026

Temperature Replica-Exchange Molecular Dynamics Reveals a Heterogeneous Recognition-Compatible Ensemble of the Laminin-Derived Peptide CDPGYIGSR.

Carmen Di Giovanni, Antonio Lavecchia

Abstract read
In one paragraph

Article in Biomolecules, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

2 authors.

Carmen Di GiovanniDepartment of Pharmacy, "Drug Discovery Laboratory", University of Naples "Federico II", 80131 Naples, Italy.ORCID 0000-0001-6950-4467
Antonio LavecchiaDepartment of Pharmacy, "Drug Discovery Laboratory", University of Naples "Federico II", 80131 Naples, Italy.ORCID 0000-0002-2181-8026

Funding

Ministry of Education and Merit 2022P5LPHSMinistry of Universities and Research 2022P5LPHS
6 · The paper itself

Abstract

The laminin-derived nonapeptide CDPGYIGSR contains the bioactive YIGSR motif, historically associated with inhibition of tumor cell adhesion, invasion, angiogenesis, and laminin-receptor-mediated cell responses. Although these activities have often been attributed to the 37/67 kDa laminin receptor/RPSA axis, the molecular identity and organization of the laminin-binding receptor system remain debated. This uncertainty makes it essential to define the intrinsic conformational preferences of CDPGYIGSR in solution before assigning a unique receptor-bound structure. In this study, temperature replica-exchange molecular dynamics (T-REMD) simulations in explicit solvent are employed to characterize the solution conformational ensemble of CDPGYIGSR. Free energy landscape analysis, clustering, and structural descriptors reveal a predominant compact bend-like backbone arrangement, together with alternative low-lying conformational states within a heterogeneous ensemble. Rather than assuming a single bioactive conformation, the conformational ensemble is analyzed in terms of structural features that are consistent with available NMR observations and reported structure-activity relationships. Importantly, the most populated conformations in solution do not necessarily correspond to the bioactive state upon receptor binding. Instead, a subset of conformations sharing common structural motifs, including a central backbone bend and specific residue exposure patterns, may represent states compatible with receptor recognition. These results provide an ensemble-based structural framework that connects simulation-derived conformational motifs with available NMR observations and structure-activity data, supporting a recognition-compatible ensemble model in which compact preorganized states may contribute to receptor binding.

Indexed as

LamininMolecular Dynamics SimulationOligopeptidesPeptidesAmino Acid SequenceHumansProtein BindingProtein ConformationReceptors, LamininTemperatureLamininOligopeptidesPeptidesReceptors, Laminin67 kDa laminin receptornonapeptidereplica-exchange molecular dynamicsstructural ensembletumor cell invasion

Identifiers

PMID42509748
PMCPMC13406191

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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.