Student or educator? Sign up with your school email and get 6 months of Pro free.

The DOI matches its Crossref record; 70 of the 70 references it cites were found in a registry or an index; none of the 66 sources its claims cite is checked for support yet.

Matrix-Mediated Delivery of Silver Nanoparticles for Prevention of Staphylococcus aureus and Pseudomonas aeruginosa Biofilm Formation in Chronic Rhinosinusitis

Open access

Abstract

Chronic rhinosinusitis (CRS) is a chronic health condition affecting the sinonasal cavity. CRS-associated mucosal inflammation leads to sinonasal epithelial cell death and epithelial cell barrier disruption, which may result in recurrent bacterial infections and biofilm formation. For patients who fail medical management and elect endoscopic sinus surgery for disease control, bacterial biofilm formation is particularly detrimental, as it reduces the efficacy of surgical intervention. Effective treatments that prevent biofilm formation in post-operative patients in CRS are currently limited. To address this unmet need, we report the controlled release of silver nanoparticles (AgNps) with silk-elastinlike protein-based polymers (SELPs) to prevent bacterial biofilm formation in CRS. This polymeric network is liquid at room temperature and forms a hydrogel at body temperature, and is hence, capable of conforming to the sinonasal cavity upon administration. SELP hydrogels demonstrated sustained AgNp and silver ion release for the studied period of three days, potent in vitro antibacterial activity against Pseudomonas aeruginosa (**** p < 0.0001) and Staphylococcus aureus (**** p < 0.0001), two of the most commonly virulent bacterial strains observed in patients with post-operative CRS, and high cytocompatibility with human nasal epithelial cells. Antibacterial controlled release platform shows promise for treating patients suffering from prolonged sinonasal cavity infections due to biofilms.

Overview

CoChat Summary

TL;DR

A silk-elastinlike protein (SELP-815K) thermoresponsive hydrogel with hyaluronic acid and silver nanoparticles was developed as an antibacterial dressing for chronic rhinosinusitis. In vitro, the formulation released silver over 3 days, killed planktonic S. aureus and P. aeruginosa, prevented biofilm formation, and remained cytocompatible at the selected 625 µg/mL AgNp dose.

Key findings

  • SELP/HA/AgNps (625 µg/mL) showed sustained, non-burst Ag+ release in simulated nasal fluid: cumulative release at 6 h was 8.31 ± 1.10% and at 72 h was 18.29 ± 2.86%; SELP/AgNps released 11.58 ± 1.82% at 6 h and 26.16 ± 4.68% at 72 h.
  • The hydrogel produced complete bactericidal effect against planktonic S. aureus and P. aeruginosa, comparable to ciprofloxacin; SELP/HA without AgNps did not reduce CFU/mL. MIC for both strains was 7.8 µg/mL, and the highest MBC was 125 µg/mL, guiding selection of 625 µg/mL (5× MBC) for formulation development.
  • In the colony biofilm assay, SELP/HA/AgNps (625 µg/mL) significantly prevented biofilm formation for S. aureus (p < 0.0001) and P. aeruginosa (p < 0.0001), with SEM showing absence of biofilm and bacterial growth.
  • Cytocompatibility: free AgNps at 625 and 1250 µg/mL reduced HNEpC viability to 7.36 ± 0.37% and 8.21 ± 0.45%, respectively; SELP/HA/AgNps at 625 µg/mL gave 77.89 ± 5.12% viability (p = 0.008), while 1250 µg/mL gave 59.76 ± 10.05% (p = 0.0215). Rheology showed SELP/HA/AgNps viscosity increased from 1.02 ± 0.86 Pa s at 4 °C to 1.31 ± 0.41 Pa s at 23 °C to 5.01 ± 0.87 Pa s at 34 °C, with gelation <60 s at 34 °C.

Methods

  • In vitro formulation characterization: PVP-coated AgNps were characterized by UV-Vis, TEM (6.2 ± 1.4 nm diameter), DLS, and ICP/MS. MIC/MBC were determined by macro dilution against S. aureus ATCC 25923 and P. aeruginosa ATCC 27853. HA concentration was optimized using LPS-stimulated THP-1 macrophages and IL-6/IL-8 ELISA, selecting 2 mg/mL.
  • Efficacy and compatibility assays: HNEpC cytocompatibility was measured by CCK-8; antibacterial effect by viable count assay; biofilm prevention by colony biofilm assay on polycarbonate membranes with CFU counts and SEM. Ag+ release was measured in simulated nasal fluid over 72 h by ICP/MS.
  • Rheology and statistics: viscosity was measured from 4 °C to 34 °C, and storage/loss moduli were measured at 34 °C by oscillatory sweep. Statistical comparisons used one-way ANOVA with Tukey’s multiple comparison tests; p < 0.05 was significant. Biological replicates were N = 2 and technical replicates n = 3 unless otherwise noted.

Limitations

  • Stated: bactericidal effects were tested against single bacterial species, not multi-bacterial or patient-derived resistant strains; biofilm disruption was not studied; release kinetics could be further optimized by altering SELP and HA concentrations; other non-antibiotic antibacterial agents were not included; HA’s wound-healing/mucosal-regeneration effects require in vivo study; and free HA release and its interactions with the hydrogel network and silver nanoparticles need detailed analysis.
  • Evident from the text: all reported antibacterial, antibiofilm, cytocompatibility, release, and rheological data are in vitro only, with no in vivo or clinical efficacy/safety data. The release study covers only 72 h, so longer-term release and biofilm prevention are not established.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/pharmaceutics15102426

Cites

70 of 70 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Figures

Figure 1 (A) AgNps features after characterization with TEM, DLS, spectrophotometry, and ICP/MS. (B) UV−Vis surface plasmon resonance spectrum indicates that AgNPs are colloidally stable upon receipt from the manufacturer and after 2 months in storage at 4 °C, (C) representative TEM images of AgNps, and (D) DLS size distribution demonstrate an average hydrodynamic radius of 10 nm for AgNps. TEM images were produced by nanocomposix. silver nanoparticles (AgNps), dynamic light scattering (DLS), transmission electron microscopy (TEM), and inductively coupled plasma mass spectroscopy (ICP/MS).
Figure 1 (A) AgNps features after characterization with TEM, DLS, spectrophotometry, and ICP/MS. (B) UV−Vis surface plasmon resonance spectrum indicates that AgNPs are colloidally stable upon receipt from the manufacturer and after 2 months in storage at 4 °C, (C) representative TEM images of AgNps, and (D) DLS size distribution demonstrate an average hydrodynamic radius of 10 nm for AgNps. TEM images were produced by nanocomposix. silver nanoparticles (AgNps), dynamic light scattering (DLS), transmission electron microscopy (TEM), and inductively coupled plasma mass spectroscopy (ICP/MS).CC BY · PubMed Central
Figure 2 Effect of HA on the viability and pro-inflammatory cytokine release from LPS-stimulated THP-1 cells. HA significantly increased the (A) cell viability and decreased the secretion of (B) IL-6 and (C) IL-8. n = 3. Data are represented as mean ± SD. (* p < 0.05; ** p < 0.01; *** p < 0.001; **** p < 0.0001). Lipopolysaccharide (LPS), hyaluronic acid (HA).
Figure 2 Effect of HA on the viability and pro-inflammatory cytokine release from LPS-stimulated THP-1 cells. HA significantly increased the (A) cell viability and decreased the secretion of (B) IL-6 and (C) IL-8. n = 3. Data are represented as mean ± SD. (* p < 0.05; ** p < 0.01; *** p < 0.001; **** p < 0.0001). Lipopolysaccharide (LPS), hyaluronic acid (HA).CC BY · PubMed Central
Figure 3 The cytocompatibility of hydrogel formulations in the presence of HNEpCs. (A) A schematic illustrating the cell viability experimental setup; (B) the percentage of viable cells after exposure to different free AgNps and hydrogel formulations compared to non-treated control cells, measured using the CCK-8 cell viability assay. Biological replicates (N = 2) and technical replicates (n = 3) for each experiment were performed. Data are represented as the mean ± SD. (* p < 0.05; *** p < 0.001; **** p < 0.0001). Human nasal epithelial cells (HNEpCs), cell counting kit-8 (CCK-8), silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps). Numbers in parentheses are micrograms per mL.
Figure 3 The cytocompatibility of hydrogel formulations in the presence of HNEpCs. (A) A schematic illustrating the cell viability experimental setup; (B) the percentage of viable cells after exposure to different free AgNps and hydrogel formulations compared to non-treated control cells, measured using the CCK-8 cell viability assay. Biological replicates (N = 2) and technical replicates (n = 3) for each experiment were performed. Data are represented as the mean ± SD. (* p < 0.05; *** p < 0.001; **** p < 0.0001). Human nasal epithelial cells (HNEpCs), cell counting kit-8 (CCK-8), silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps). Numbers in parentheses are micrograms per mL.CC BY · PubMed Central
Figure 4 SELP/HA/AgNPs (625 µg/mL) showed a bactericidal effect against S. aureus and P. aeruginosa. (A) Schematic illustration of the cell viability assay. (B) The antibacterial effect is represented as log CFU/mL reduction in bacterial counts by treatment with the hydrogels compared to wide-spectrum antibiotic ciprofloxacin. Biological replicates (N = 2) and technical replicates (n = 3) for each experiment were performed. Data are represented as the mean ± SD. (**** p < 0.0001). Colony forming units (CFU), silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps).
Figure 4 SELP/HA/AgNPs (625 µg/mL) showed a bactericidal effect against S. aureus and P. aeruginosa. (A) Schematic illustration of the cell viability assay. (B) The antibacterial effect is represented as log CFU/mL reduction in bacterial counts by treatment with the hydrogels compared to wide-spectrum antibiotic ciprofloxacin. Biological replicates (N = 2) and technical replicates (n = 3) for each experiment were performed. Data are represented as the mean ± SD. (**** p < 0.0001). Colony forming units (CFU), silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps).CC BY · PubMed Central
Figure 5 SELP/HA/AgNps (625 µg/mL) significantly prevented biofilm formation. (A) A schematic illustration of the colony biofilm experiment setup. (B) Images of polycarbonate filters after 24 h incubation with different treatments. The dark brown color observed in SELP/HA/AgNps (625 µg/mL) is due to the incorporation of AgNps. Notably, the AgNps stock solution is naturally dark in color. (C) Influence on CFU/filter due to treatment with different formulations. Biological replicates (N = 2) and technical replicates (n = 3) for each experiment were performed. Data are represented as the mean ± SD (**** p < 0.0001). Colony forming units (CFUs), silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps), scanning electron microscopy (SEM).
Figure 5 SELP/HA/AgNps (625 µg/mL) significantly prevented biofilm formation. (A) A schematic illustration of the colony biofilm experiment setup. (B) Images of polycarbonate filters after 24 h incubation with different treatments. The dark brown color observed in SELP/HA/AgNps (625 µg/mL) is due to the incorporation of AgNps. Notably, the AgNps stock solution is naturally dark in color. (C) Influence on CFU/filter due to treatment with different formulations. Biological replicates (N = 2) and technical replicates (n = 3) for each experiment were performed. Data are represented as the mean ± SD (**** p < 0.0001). Colony forming units (CFUs), silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps), scanning electron microscopy (SEM).CC BY · PubMed Central
Figure 6 SEM images of polycarbonate filters showing the presence of biofilm in control and SELP/HA treatment. The treatment with SELP/HA/AgNps and ciprofloxacin showed complete biofilm prevention after a 24-h incubation. Silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps), scanning electron microscopy (SEM).
Figure 6 SEM images of polycarbonate filters showing the presence of biofilm in control and SELP/HA treatment. The treatment with SELP/HA/AgNps and ciprofloxacin showed complete biofilm prevention after a 24-h incubation. Silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps), scanning electron microscopy (SEM).CC BY · PubMed Central
Figure 7 Release kinetics of Ag+ ions from SELP/AgNps (625 µg/mL) and SELP/HA/AgNps (625 µg/mL) in simulated nasal fluid. (* p < 0.05; ** p < 0.01). Silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps).
Figure 7 Release kinetics of Ag+ ions from SELP/AgNps (625 µg/mL) and SELP/HA/AgNps (625 µg/mL) in simulated nasal fluid. (* p < 0.05; ** p < 0.01). Silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), silver nanoparticles (AgNps).CC BY · PubMed Central
Figure 8 Changes to AgNps in the presence of SNF. (A) Surface plasmon resonance spectrum of AgNps after incubation in SNF, (B) TEM image of AgNp after 24 h incubation in SNF, (C) SEM image of SELP/HA/AgNps (625 µg/mL) after 24 h incubation in SNF. Silver nanoparticle (AgNps), simulated nasal fluid (SNF), silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), transmission electron microscopy (TEM), scanning electron microscopy (SEM).
Figure 8 Changes to AgNps in the presence of SNF. (A) Surface plasmon resonance spectrum of AgNps after incubation in SNF, (B) TEM image of AgNp after 24 h incubation in SNF, (C) SEM image of SELP/HA/AgNps (625 µg/mL) after 24 h incubation in SNF. Silver nanoparticle (AgNps), simulated nasal fluid (SNF), silk-elastinlike protein polymers (SELPs), hyaluronic acid (HA), transmission electron microscopy (TEM), scanning electron microscopy (SEM).CC BY · PubMed Central
Figure 9 The thermoresponsive properties of SELP/HA/AgNPs (625 µg/mL). (A) Viscosity as a function of temperature, (B) viscosity at different time points, (C) storage modulus as a function of time, (D) storage modulus at different time points.
Figure 9 The thermoresponsive properties of SELP/HA/AgNPs (625 µg/mL). (A) Viscosity as a function of temperature, (B) viscosity at different time points, (C) storage modulus as a function of time, (D) storage modulus at different time points.CC BY · PubMed Central

Verification

Claims the paper makes

0 Valid · 0 Not valid · 32 Not checked · 60 Own results and interpretations

56 more claims

Create a free account to see all 92 claims and to verify the 66 references still open.

See all claims — free account
  • It may state two separate claims as one. 21
  • Probably not a substantial claim. 10
  • The quote only partly states this claim. 1

Create a free account to see these claims.

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

1 of 1

Citations

Cites

Show all 70 references

Cited by

See all 20

Metadata

Authors
Yathavan, B., Chhibber, T., Steinhauff, D., Pulsipher, A., Alt, J. A., Ghandehari, H., & Jafari, P.
Affiliations
University of Utah (US)
Corresponding author
Jafari, Paris
Venue
Pharmaceutics
Publisher
MDPI AG
Published
2023-10-05
Volume
15
Issue
10
Pages
2426
ISSN
1999-4923 (ISSN-L)
OpenAlex
W4387365943
Cited by
20
References
70
Citations by year
2026: 8 · 2025: 11 · 2024: 1
FWCI
2.02
Type
journal article
Language
en
Open access
Locations
  • Pharmaceutics (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • SERVAL (Université de Lausanne) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • IRIS (submittedVersion, cc-by)
Funders
  • Utah Clinical &amp; Translational Science Institute (NCATS UL 1TR002538, UM1TR004409, 1K12TR004413)
  • Skaggs Graduate Research Fellowship awarded by the University of Utah, College of Pharmacy (NCATS UL 1TR002538, UM1TR004409, 1K12TR004413)
  • Research Incentive Seed Grant awarded by the University of Utah School of Medicine (NCATS UL 1TR002538, UM1TR004409, 1K12TR004413)
  • National Center for Advancing Translational Sciences of the National Institutes of Health (NCATS UL 1TR002538, UM1TR004409, 1K12TR004413)
Topics
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmaceutical Science › Advanced Drug Delivery Systems
  • Health Sciences › Medicine › Otorhinolaryngology › Sinusitis and nasal conditions
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Bacterial biofilms and quorum sensing
Keywords
chronic rhinosinusitis, bacterial biofilm prevention, silver nanoparticles, controlled release, silver ion release, Staphylococcus aureus, Pseudomonas aeruginosa, antibacterial activity, nasal epithelial cells, cytocompatibility, sinonasal infection, endoscopic sinus surgery

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-11-15, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-11-15 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Matrix-Mediated Delivery of Silver Nanoparticles for Prevention of Staphylococcus aureus and Pseudomonas aeruginosa Biofilm Formation in Chronic Rhinosinusitis. https://app.cochat.ai/papers/10.3390/pharmaceutics15102426
The paper
Yathavan, B., Chhibber, T., Steinhauff, D., Pulsipher, A., Alt, J. A., Ghandehari, H., & Jafari, P. (2023). Matrix-Mediated Delivery of Silver Nanoparticles for Prevention of Staphylococcus aureus and Pseudomonas aeruginosa Biofilm Formation in Chronic Rhinosinusitis. Pharmaceutics. https://doi.org/10.3390/pharmaceutics15102426

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.