Evidence map›Paper›PMID 42735023›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

WGM Single-Molecule Validation of pH-Dependent Molecular Energetics at Gold Nanointerfaces: Influence of Buffer Molecules on Glyphosate Ligand Binding.

Kulathunga Mudalige Kalani Perera, Srikanth Pedireddy, Sivaraman Subramanian, Frank Vollmer

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

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

4 authors.

Kulathunga Mudalige Kalani Perera *Department of Physics and Astronomy, Living Systems Institute, University of Exeter, Exeter, UK.
Srikanth Pedireddy *Department of Physics and Astronomy, Living Systems Institute, University of Exeter, Exeter, UK.ORCID https://orcid.org/0000-0002-4315-390X
Sivaraman SubramanianDepartment of Physics and Astronomy, Living Systems Institute, University of Exeter, Exeter, UK.
Frank VollmerDepartment of Physics and Astronomy, Living Systems Institute, University of Exeter, Exeter, UK.ORCID https://orcid.org/0000-0003-0565-4671

Funding

EPSRC EP/R031428/1EPSRC EP/T002875/1
6 · The paper itself

Abstract

Single-molecule sensors are increasingly applied to small multifunctional molecules whose nanoparticle interactions are governed by multiple functional groups and ionic states. At this scale, ligand and buffer molecules become chemically comparable, raising a fundamental question: how does a small multifunctional ligand compete with buffer molecules for nanoparticle binding sites when both carry similar reactive groups? We address this question using whispering gallery mode (WGM) optoplasmonic sensors, which resolve individual glyphosate (GLP) binding events at gold nanorods in real time and without labels. We show that glyphosate interactions shift from permanent cooperative binding at alkaline pH, where amine and oxyanion groups outcompete carbonate for gold surface sites, to transient physisorption mediated by surface-adsorbed buffer molecules at lower pH. For the first time, a label-free single-molecule technique consolidates these observed kinetics with complexation energies, binding geometries, and coordination motifs predicted by density functional theory (DFT) and confirmed by surface- enhanced Raman spectroscopy (SERS), establishing a general framework for probing competitive ligand binding at nanointerfaces.

Indexed as

binding sitebuffer moleculechemistrydensity functional theoryionic bondingligandnanoparticlenanorodoxyanionphysisorptionWGM

Identifiers

PMID42735023
PMCPMC13574108

What OpenQuestion holds

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Registered trials

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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.