Evidence map›Paper›PMID 39997130›Full record

ArticleBiomimetics (Basel, Switzerland)2025

Probing Solid-Binding Peptide Self-Assembly Kinetics Using a Frequency Response Cooperativity Model.

Taylor Bader, Kyle Boone, Chris Johnson, Cindy L Berrie, Candan Tamerler

Abstract read
In one paragraph

Article in Biomimetics (Basel, Switzerland), 2025. 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. Review
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

5 authors.

Taylor BaderBioengineering Program, University of Kansas, Lawrence, KS 66045, USA.ORCID 0000-0001-5536-2760
Kyle BooneInstitute for Bioengineering Research, University of Kansas, Lawrence, KS 66045, USA.ORCID 0000-0001-6383-6479
Chris JohnsonDepartment of Chemistry, University of Kansas, Lawrence, KS 66045, USA.ORCID 0009-0001-6953-5068
Cindy L BerrieDepartment of Chemistry, University of Kansas, Lawrence, KS 66045, USA.ORCID 0000-0003-2422-8141
Candan TamerlerBioengineering Program, University of Kansas, Lawrence, KS 66045, USA.ORCID 0000-0002-1960-2218

Funding

U.S. National Science Foundation 2108448
6 · The paper itself

Abstract

Biomolecular adsorption has great significance in medical, environmental, and technological processes. Understanding adsorption equilibrium and binding kinetics is essential for advanced process implementation. This requires identifying intrinsic determinants that predict optimal adsorption properties at bio-hybrid interfaces. Solid-binding peptides (SBPs) have targetable intrinsic properties involving peptide-peptide and peptide-solid interactions, which result in high-affinity material-selective binding. Atomic force microscopy investigations confirmed this complex interplay of multi-step peptide assemblies in a cooperative modus. Yet, most studies report adsorption properties of SBPs using non-cooperative or single-step adsorption models. Using non-cooperative kinetic models for predicting cooperative self-assembly behavior creates an oversimplified view of peptide adsorption, restricting implementing SBPs beyond their current use. To address these limitations and provide insight into surface-level events during self-assembly, a novel method, the Frequency Response Cooperativity model, was developed. This model iteratively fits adsorption data through spectral analysis of several time-dependent kinetic parameters. The model, applied to a widely used gold-binding peptide data obtained using a quartz crystal microbalance with dissipation, verified multi-step assembly. Peak deconvolution of spectral plots revealed distinct differences in the size and distribution of the kinetic rates present during adsorption across the concentrations. This approach provides new fundamental insights into the intricate dynamics of self-assembly of biomolecules on surfaces.

Indexed as

adsorptionbinding kineticsbio–hybrid interfacesfrequency responsegold-binding peptidesolid-binding peptides

Identifiers

PMID39997130
PMCPMC11853711

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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.