Evidence map›Paper›PMID 40492952›Full record

ArticleLangmuir : the ACS journal of surfaces and colloids2025

Gelatin Adsorption onto Cellulose Nanocrystals Surfaces at Different pH: A QCM-D Study.

Jessica Borges-Vilches, Tuuli Virkkala, Kristoffer Meinander, Ilkka Kilpeläinen, Tekla Tammelin, Eero Kontturi

Abstract read
In one paragraph

Article in Langmuir : the ACS journal of surfaces and colloids, 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. 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.

Jessica Borges-VilchesDepartment of Bioproducts and Biosystems, Aalto University, FI-00076 Aalto, Finland.ORCID 0000-0001-9441-8448
Tuuli VirkkalaVTT Technical Research Centre of Finland Ltd, VTT, P.O. Box 1000, FI-02044 Espoo, Finland.ORCID 0000-0002-5844-2739
Kristoffer MeinanderDepartment of Bioproducts and Biosystems, Aalto University, FI-00076 Aalto, Finland.
Ilkka KilpeläinenDepartment of Chemistry, Material Division, University of Helsinki, FI-00560 Helsinki, Finland.ORCID 0000-0001-8582-2174
Tekla TammelinVTT Technical Research Centre of Finland Ltd, VTT, P.O. Box 1000, FI-02044 Espoo, Finland.ORCID 0000-0002-3248-1801
Eero KontturiDepartment of Bioproducts and Biosystems, Aalto University, FI-00076 Aalto, Finland.ORCID 0000-0003-1690-5288

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

By exploiting the pH-responsive behavior of gelatin, this study investigates the influence of pH on gelatin's properties both in solution and when adsorbed on cellulose nanocrystal (CNC) surfaces. To ensure a broad exploration of this system, the study was carried out below (pH 5), above (pH 11), and at the isoelectric point of gelatin (pH 8). In solution, gelatin exhibited strong pH-dependent behavior, with hydrodynamic diameters increasing from 15.7 nm at pH 5 to 27.9 nm at pH 8, and ζ-potential varying from 12.4 mV to -10.9 mV as pH shifted from 5 to 11. However, Nuclear Magnetic Resonance analysis revealed that gelatin does not undergo conformational changes in its secondary structure, suggesting that gelatin's pH responsiveness in solution is driven by self-aggregation or interactions with other polymers rather than conformational changes of the gelatin molecule itself. When adsorbed onto CNCs, gelatin showed a markedly different behavior. At pH 8, the frequency change observed in Quartz Crystal Microbalance with Dissipation (QCM-D) was 5-6 times higher than at pH 5 or 11, indicating greater adsorption, whereas dissipation changes were also 2-3 times higher at pH 8 than its counterparts. The reduction in surface charge and solubility of gelatin at its isoelectric point minimizes water release during adsorption, allowing more gelatin to bind to CNCs. At pH 5 and 11, when gelatin behaves as a polyelectrolyte, similar frequency and dissipation shifts suggest an adsorption mechanism primarily driven by entropic gain. pH also strongly affected the viscoelastic interfacial properties of CNC surfaces with adsorbed gelatin, with hydrodynamic thicknesses at pH 5 and 11 being smaller than the gelatin diameter in solution, indicating molecular reorientation of surface-bound gelatin molecules. Despite differing behaviors in solution and on the CNC surface, both scenarios suggest the presence of extended gelatin chains rather than globular structures under all pH conditions. These findings enhance understanding of pH-dependent gelatin behavior and offer insights for designing responsive nanostructured materials.

Identifiers

PMID40492952
PMCPMC12199459

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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.